Index

A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
All Classes and Interfaces|All Packages|Constant Field Values|Serialized Form

A

ABSOLUTE_DIRECTORY_PATH - Static variable in class dev.langchain4j.data.document.Document

Common metadata key for the absolute path of the directory from which the document was loaded.

AbstractAzureAiSearchEmbeddingStore - Class in dev.langchain4j.store.embedding.azure.search

AbstractAzureAiSearchEmbeddingStore() - Constructor for class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

AbstractBedrockChatModel<T> - Class in dev.langchain4j.model.bedrock.internal

Bedrock chat model

AbstractBedrockChatModel() - Constructor for class dev.langchain4j.model.bedrock.internal.AbstractBedrockChatModel

AbstractBedrockEmbeddingModel<T> - Class in dev.langchain4j.model.bedrock.internal

Abstract bedrock embedding model

AbstractBedrockEmbeddingModel() - Constructor for class dev.langchain4j.model.bedrock.internal.AbstractBedrockEmbeddingModel

accessToken(String) - Method in class dev.langchain4j.model.huggingface.HuggingFaceChatModel.Builder

accessToken(String) - Method in class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel.Builder

accessToken(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse.Builder

add(Document) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever

Add Document to the full text search engine.

add(Embedding) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Add a new embedding to the store.

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Add a new embedding to the store.

add(Embedding) - Method in class dev.langchain4j.store.embedding.astradb.AstraDbEmbeddingStore

Adds a given embedding to the store.

add(Embedding) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

Add an embedding to the store.

add(Embedding) - Method in class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore

add(Embedding) - Method in interface dev.langchain4j.store.embedding.EmbeddingStore

Adds a given embedding to the store.

add(Embedding) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.neo4j.Neo4jEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore

Adds a given embedding to the store.

add(Embedding) - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.vespa.VespaEmbeddingStore

add(Embedding) - Method in class dev.langchain4j.store.embedding.weaviate.WeaviateEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.astradb.AstraDbEmbeddingStore

Adds a given embedding and the corresponding content that has been embedded to the store.

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

Add an embedding and the related content to the store.

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.neo4j.Neo4jEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore

Adds a given embedding and the corresponding content that has been embedded to the store.

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.vespa.VespaEmbeddingStore

add(Embedding, TextSegment) - Method in class dev.langchain4j.store.embedding.weaviate.WeaviateEmbeddingStore

add(Embedding, Embedded) - Method in interface dev.langchain4j.store.embedding.EmbeddingStore

Adds a given embedding and the corresponding content that has been embedded to the store.

add(Embedding, Embedded) - Method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

add(ChatMessage) - Method in class dev.langchain4j.memory.chat.MessageWindowChatMemory

add(ChatMessage) - Method in class dev.langchain4j.memory.chat.TokenWindowChatMemory

add(ChatMessage) - Method in interface dev.langchain4j.memory.ChatMemory

Adds a message to the chat memory.

add(TextSegment) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever

Add TextSegment to the full text search engine.

add(TokenUsage) - Method in class dev.langchain4j.model.output.TokenUsage

Adds the token usage of two responses together.

add(Usage) - Method in class dev.langchain4j.model.zhipu.shared.Usage

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Add a new embedding to the store.

add(String) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever

Add content to the full text search engine.

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.astradb.AstraDbEmbeddingStore

Adds a given embedding to the store.

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

Add an embedding to the store.

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore

add(String, Embedding) - Method in interface dev.langchain4j.store.embedding.EmbeddingStore

Adds a given embedding to the store.

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.neo4j.Neo4jEmbeddingStore

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore

Adds a given embedding to the store.

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.vespa.VespaEmbeddingStore

Adds a new embedding with provided ID to the store.

add(String, Embedding) - Method in class dev.langchain4j.store.embedding.weaviate.WeaviateEmbeddingStore

Adds a new embedding with provided ID to the store.

add(String, Embedding, Embedded) - Method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

add(String, Object) - Method in class dev.langchain4j.data.document.Metadata

Adds a key-value pair to the metadata.

add(String, String) - Method in class dev.langchain4j.data.document.Metadata

Adds a key-value pair to the metadata.

add(List<TextSegment>) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever

Add a list of TextSegments to the full text search engine.

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.astradb.AstraDbEmbeddingStore

Adds multiple embeddings to the store.

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

Add a list of embeddings to the store.

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Add multiple embeddings as a single action.

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore

addAll(List<Embedding>) - Method in interface dev.langchain4j.store.embedding.EmbeddingStore

Adds multiple embeddings to the store.

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.neo4j.Neo4jEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore

Adds multiple embeddings to the store.

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.vespa.VespaEmbeddingStore

addAll(List<Embedding>) - Method in class dev.langchain4j.store.embedding.weaviate.WeaviateEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.astradb.AstraDbEmbeddingStore

Add multiple embeddings as a single action.

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

Add a list of embeddings, and the list of related content, to the store.

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Add multiple embeddings as a single action.

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.neo4j.Neo4jEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore

Adds multiple embeddings and their corresponding contents that have been embedded to the store.

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.vespa.VespaEmbeddingStore

addAll(List<Embedding>, List<TextSegment>) - Method in class dev.langchain4j.store.embedding.weaviate.WeaviateEmbeddingStore

addAll(List<Embedding>, List<Embedded>) - Method in interface dev.langchain4j.store.embedding.EmbeddingStore

Adds multiple embeddings and their corresponding contents that have been embedded to the store.

addAll(List<Embedding>, List<Embedded>) - Method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

addAssistantMessage(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

addAssistantMessage(String) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

addColumn(String, String) - Method in class dev.langchain4j.store.embedding.filter.builder.sql.TableDefinition.Builder

addColumn(String, String, String) - Method in class dev.langchain4j.store.embedding.filter.builder.sql.TableDefinition.Builder

addFunction(Function) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

addFunctionMessage(String, String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

additionalParams() - Method in class dev.langchain4j.web.search.WebSearchRequest

Get the additional parameters for the search request.

additionalParams(Map<String, Object>) - Method in class dev.langchain4j.web.search.WebSearchRequest.Builder

Set the additional parameters for the search request.

addOptionalParameter(String, JsonSchemaProperty...) - Method in class dev.langchain4j.agent.tool.ToolSpecification.Builder

Adds an optional parameter to the tool.

addOptionalParameter(String, JsonSchemaProperty...) - Method in class dev.langchain4j.model.zhipu.chat.Function.Builder

addOptionalParameter(String, JsonSchemaProperty...) - Method in class dev.langchain4j.model.qianfan.client.chat.Function.Builder

addOptionalParameter(String, Iterable<JsonSchemaProperty>) - Method in class dev.langchain4j.agent.tool.ToolSpecification.Builder

Adds an optional parameter to the tool.

addParameter(String, JsonSchemaProperty...) - Method in class dev.langchain4j.agent.tool.ToolSpecification.Builder

Adds a parameter to the tool.

addParameter(String, JsonSchemaProperty...) - Method in class dev.langchain4j.model.zhipu.chat.Function.Builder

addParameter(String, JsonSchemaProperty...) - Method in class dev.langchain4j.model.qianfan.client.chat.Function.Builder

addParameter(String, Iterable<JsonSchemaProperty>) - Method in class dev.langchain4j.agent.tool.ToolSpecification.Builder

Adds a parameter to the tool.

addSystemMessage(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

addSystemMessage(String) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

addToolMessage(String, String) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

addUserMessage(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

addUserMessage(String) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

aggregate(Map<Query, Collection<List<Content>>>) - Method in interface dev.langchain4j.rag.content.aggregator.ContentAggregator

Aggregates all Contents retrieved by all ContentRetrievers using all Querys.

aggregate(Map<Query, Collection<List<Content>>>) - Method in class dev.langchain4j.rag.content.aggregator.DefaultContentAggregator

aggregate(Map<Query, Collection<List<Content>>>) - Method in class dev.langchain4j.rag.content.aggregator.ReRankingContentAggregator

AI - Enum constant in enum class dev.langchain4j.data.message.ChatMessageType

A message from the AI.

aiMessage(ToolExecutionRequest...) - Static method in class dev.langchain4j.data.message.AiMessage

Create a new AiMessage with the given tool execution requests.

aiMessage(String) - Static method in class dev.langchain4j.data.message.AiMessage

Create a new AiMessage with the given text.

aiMessage(List<ToolExecutionRequest>) - Static method in class dev.langchain4j.data.message.AiMessage

Create a new AiMessage with the given tool execution requests.

AiMessage - Class in dev.langchain4j.data.message

Represents a response message from an AI (language model).

AiMessage(String) - Constructor for class dev.langchain4j.data.message.AiMessage

Create a new AiMessage with the given text.

AiMessage(String, List<ToolExecutionRequest>) - Constructor for class dev.langchain4j.data.message.AiMessage

Create a new AiMessage with the given text and tool execution requests.

AiMessage(List<ToolExecutionRequest>) - Constructor for class dev.langchain4j.data.message.AiMessage

Create a new AiMessage with the given tool execution requests.

aiMessageFrom(ChatCompletionResponse) - Static method in class dev.langchain4j.model.openai.InternalOpenAiHelper

aiMessageFrom(MistralAiChatCompletionResponse) - Static method in class dev.langchain4j.model.mistralai.DefaultMistralAiHelper

aiMessageFrom(ChatCompletionResponse) - Static method in class dev.langchain4j.model.qianfan.InternalQianfanHelper

aiServiceClass - Variable in class dev.langchain4j.service.AiServiceContext

AiServiceContext - Class in dev.langchain4j.service

AiServiceContext(Class<?>) - Constructor for class dev.langchain4j.service.AiServiceContext

AiServices<T> - Class in dev.langchain4j.service

AI Services provide a simpler and more flexible alternative to chains.

AiServices(AiServiceContext) - Constructor for class dev.langchain4j.service.AiServices

AiServicesFactory - Interface in dev.langchain4j.spi.services

AiServiceTokenStream - Class in dev.langchain4j.service

AiServiceTokenStream(List<ChatMessage>, AiServiceContext, Object) - Constructor for class dev.langchain4j.service.AiServiceTokenStream

ALL - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockCohereChatModel.ReturnLikelihood

AmazonS3DocumentLoader - Class in dev.langchain4j.data.document.loader.amazon.s3

AmazonS3DocumentLoader(S3Client) - Constructor for class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader

AmazonS3DocumentLoader.Builder - Class in dev.langchain4j.data.document.loader.amazon.s3

AmazonS3Source - Class in dev.langchain4j.data.document.source.amazon.s3

AmazonS3Source(InputStream, String, String) - Constructor for class dev.langchain4j.data.document.source.amazon.s3.AmazonS3Source

AnalogFilm - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

and(Filter) - Method in interface dev.langchain4j.store.embedding.filter.Filter

and(Filter, Filter) - Static method in interface dev.langchain4j.store.embedding.filter.Filter

And - Class in dev.langchain4j.store.embedding.filter.logical

And(Filter, Filter) - Constructor for class dev.langchain4j.store.embedding.filter.logical.And

Anime - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

AnthropicApi - Interface in dev.langchain4j.model.anthropic.internal.api

AnthropicChatModel - Class in dev.langchain4j.model.anthropic

Represents an Anthropic language model with a Messages (chat) API.

AnthropicChatModel.AnthropicChatModelBuilder - Class in dev.langchain4j.model.anthropic

AnthropicChatModelBuilder() - Constructor for class dev.langchain4j.model.anthropic.AnthropicChatModel.AnthropicChatModelBuilder

AnthropicChatModelName - Enum Class in dev.langchain4j.model.anthropic

See more details here.

AnthropicClaude3HaikuV1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModel.Types

AnthropicClaude3SonnetV1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModel.Types

AnthropicClaude3SonnetV1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModel.Types

AnthropicClaudeInstantV1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModel.Types

AnthropicClaudeInstantV1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModel.Types

AnthropicClaudeV1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModel.Types

AnthropicClaudeV2 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModel.Types

AnthropicClaudeV2 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModel.Types

AnthropicClaudeV2_1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModel.Types

AnthropicClaudeV2_1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModel.Types

AnthropicClient - Class in dev.langchain4j.model.anthropic.internal.client

AnthropicClient() - Constructor for class dev.langchain4j.model.anthropic.internal.client.AnthropicClient

AnthropicClient.Builder<T,B> - Class in dev.langchain4j.model.anthropic.internal.client

AnthropicClientBuilderFactory - Interface in dev.langchain4j.model.anthropic.internal.client

AnthropicContent - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicContent() - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicContent

AnthropicCreateMessageRequest - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicCreateMessageRequest() - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageRequest

AnthropicCreateMessageResponse - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicCreateMessageResponse() - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageResponse

AnthropicDelta - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicDelta() - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicDelta

AnthropicHttpException - Exception Class in dev.langchain4j.model.anthropic.internal.client

AnthropicHttpException(Integer, String) - Constructor for exception class dev.langchain4j.model.anthropic.internal.client.AnthropicHttpException

AnthropicImageContent - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicImageContent(String, String) - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicImageContent

AnthropicImageContentSource - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicImageContentSource() - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicImageContentSource

AnthropicMapper - Class in dev.langchain4j.model.anthropic.internal.mapper

AnthropicMapper() - Constructor for class dev.langchain4j.model.anthropic.internal.mapper.AnthropicMapper

AnthropicMessage - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicMessage() - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicMessage

AnthropicMessageContent - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicMessageContent(String) - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicMessageContent

AnthropicResponseMessage - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicResponseMessage() - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicResponseMessage

AnthropicRole - Enum Class in dev.langchain4j.model.anthropic.internal.api

AnthropicStreamingChatModel - Class in dev.langchain4j.model.anthropic

Represents an Anthropic language model with a Messages (chat) API.

AnthropicStreamingChatModel.AnthropicStreamingChatModelBuilder - Class in dev.langchain4j.model.anthropic

AnthropicStreamingChatModelBuilder() - Constructor for class dev.langchain4j.model.anthropic.AnthropicStreamingChatModel.AnthropicStreamingChatModelBuilder

AnthropicStreamingData - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicStreamingData() - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicStreamingData

AnthropicTextContent - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicTextContent(String) - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicTextContent

AnthropicTool - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicTool() - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicTool

AnthropicToolResultContent - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicToolResultContent(String, String, Boolean) - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicToolResultContent

AnthropicToolSchema - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicToolSchema() - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicToolSchema

AnthropicToolUseContent - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicToolUseContent(String, String, Map<String, Object>) - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicToolUseContent

AnthropicUsage - Class in dev.langchain4j.model.anthropic.internal.api

AnthropicUsage() - Constructor for class dev.langchain4j.model.anthropic.internal.api.AnthropicUsage

ANY - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiToolChoiceName

ApachePdfBoxDocumentParser - Class in dev.langchain4j.data.document.parser.apache.pdfbox

Parses PDF file into a Document using Apache PDFBox library

ApachePdfBoxDocumentParser() - Constructor for class dev.langchain4j.data.document.parser.apache.pdfbox.ApachePdfBoxDocumentParser

ApachePoiDocumentParser - Class in dev.langchain4j.data.document.parser.apache.poi

Parses Microsoft Office file into a Document using Apache POI library.

ApachePoiDocumentParser() - Constructor for class dev.langchain4j.data.document.parser.apache.poi.ApachePoiDocumentParser

ApacheTikaDocumentParser - Class in dev.langchain4j.data.document.parser.apache.tika

Parses files into Documents using Apache Tika library, automatically detecting the file format.

ApacheTikaDocumentParser() - Constructor for class dev.langchain4j.data.document.parser.apache.tika.ApacheTikaDocumentParser

Creates an instance of an ApacheTikaDocumentParser with the default Tika components.

ApacheTikaDocumentParser(Supplier<Parser>, Supplier<ContentHandler>, Supplier<Metadata>, Supplier<ParseContext>) - Constructor for class dev.langchain4j.data.document.parser.apache.tika.ApacheTikaDocumentParser

Creates an instance of an ApacheTikaDocumentParser with the provided suppliers for Tika components.

ApacheTikaDocumentParser(Parser, ContentHandler, Metadata, ParseContext) - Constructor for class dev.langchain4j.data.document.parser.apache.tika.ApacheTikaDocumentParser

Deprecated.

Use the constructor with suppliers for Tika components if you intend to use this parser for multiple files.

ApacheTikaDocumentParserFactory - Class in dev.langchain4j.data.document.parser.apache.tika

ApacheTikaDocumentParserFactory() - Constructor for class dev.langchain4j.data.document.parser.apache.tika.ApacheTikaDocumentParserFactory

apiKey - Variable in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

apiKey - Variable in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

apiKey() - Method in interface dev.langchain4j.model.huggingface.spi.HuggingFaceClientFactory.Input

apiKey(String) - Method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

apiKey(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

Sets the Azure OpenAI API key.

apiKey(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

Sets the Azure OpenAI API key.

apiKey(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the Azure OpenAI API key.

apiKey(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

Sets the Azure OpenAI API key.

apiKey(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

Sets the Azure OpenAI API key.

apiKey(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

Sets the Azure OpenAI API key.

apiKey(String) - Method in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

apiKey(String) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

apiKey(String) - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient.Builder

apiKey(String) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever.Builder

Sets the Azure AI Search API key.

apiKey(String) - Method in class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore.Builder

Sets the Azure AI Search API key.

apiKey(String) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore.Builder

apiKey(String) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore.Builder

apiKey(String) - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore.Builder

apiKey(String) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore.Builder

apiUrl(String) - Method in class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader.Builder

append(GenerationResult) - Method in class dev.langchain4j.model.dashscope.QwenStreamingResponseBuilder

append(MultiModalConversationResult) - Method in class dev.langchain4j.model.dashscope.QwenStreamingResponseBuilder

append(ChatCompletionResponse) - Method in class dev.langchain4j.model.openai.OpenAiStreamingResponseBuilder

append(CompletionResponse) - Method in class dev.langchain4j.model.openai.OpenAiStreamingResponseBuilder

append(ChatCompletionResponse) - Method in class dev.langchain4j.model.qianfan.client.QianfanStreamingResponseBuilder

append(CompletionResponse) - Method in class dev.langchain4j.model.qianfan.client.QianfanStreamingResponseBuilder

applicationName(String) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

apply(Object) - Method in class dev.langchain4j.model.input.PromptTemplate

Applies a value to a template containing a single variable.

apply(Map<String, Object>) - Method in class dev.langchain4j.model.input.PromptTemplate

Applies multiple values to a template containing multiple variables.

AQUILACHAT_7B - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

areNotNullOrBlank(String...) - Static method in class dev.langchain4j.internal.Utils

Are all the given strings not null and not blank?

argument(ToolExecutionRequest, String) - Static method in class dev.langchain4j.agent.tool.ToolExecutionRequestUtil

Get an argument value from ToolExecutionRequest.

argument(String) - Method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall

arguments() - Method in class dev.langchain4j.agent.tool.ToolExecutionRequest

Returns the arguments of the tool.

arguments() - Method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall

arguments(String) - Method in class dev.langchain4j.agent.tool.ToolExecutionRequest.Builder

Sets the arguments.

arguments(String) - Method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall.Builder

arguments(String) - Method in class dev.langchain4j.model.zhipu.chat.FunctionCall.Builder

argumentsAsMap() - Method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall

argumentsAsMap(String) - Static method in class dev.langchain4j.agent.tool.ToolExecutionRequestUtil

Convert arguments to map.

ARRAY - Static variable in class dev.langchain4j.agent.tool.JsonSchemaProperty

A property with key "type" and value "array".

ARRAY - Static variable in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

Artifact() - Constructor for class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModelResponse.Artifact

asMap() - Method in class dev.langchain4j.data.document.Metadata

Get a copy of the metadata as a map of key-value pairs.

ASSISTANT - Enum constant in enum class dev.langchain4j.model.anthropic.internal.api.AnthropicRole

ASSISTANT - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiRole

ASSISTANT - Enum constant in enum class dev.langchain4j.model.qianfan.client.chat.Role

ASSISTANT - Enum constant in enum class dev.langchain4j.model.zhipu.chat.Role

assistantMessage(String) - Static method in class dev.langchain4j.model.qianfan.client.chat.Message

AssistantMessage - Class in dev.langchain4j.model.zhipu.chat

AssistantMessage.Builder - Class in dev.langchain4j.model.zhipu.chat

AstraDbEmbeddingStore - Class in dev.langchain4j.store.embedding.astradb

Implementation of EmbeddingStore using AstraDB.

AstraDbEmbeddingStore(AstraDBCollection) - Constructor for class dev.langchain4j.store.embedding.astradb.AstraDbEmbeddingStore

Initialization of the store with an EXISTING collection.

AstraDbEmbeddingStore(AstraDBCollection, int, int) - Constructor for class dev.langchain4j.store.embedding.astradb.AstraDbEmbeddingStore

Initialization of the store with an EXISTING collection.

AsyncRequestExecutor<Response,ResponseContent> - Class in dev.langchain4j.model.qianfan.client

AsyncResponseHandling - Interface in dev.langchain4j.model.qianfan.client

Attribute() - Constructor for class dev.langchain4j.store.embedding.azure.search.Document.Metadata.Attribute

augment(UserMessage, Metadata) - Method in class dev.langchain4j.rag.DefaultRetrievalAugmentor

augment(UserMessage, Metadata) - Method in interface dev.langchain4j.rag.RetrievalAugmentor

Augments the provided UserMessage with retrieved content.

AuthorizationHeaderInjector - Class in dev.langchain4j.model.qianfan.client

AuthorizationHeaderInjector(String) - Constructor for class dev.langchain4j.model.qianfan.client.AuthorizationHeaderInjector

AUTO - Enum constant in enum class dev.langchain4j.data.message.ImageContent.DetailLevel

Auto detail.

AUTO - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiToolChoiceName

AUTO - Enum constant in enum class dev.langchain4j.model.zhipu.chat.ToolChoiceMode

availableModels() - Method in class dev.langchain4j.model.mistralai.MistralAiModels

Retrieves the list of all available models.

availableModels() - Method in class dev.langchain4j.model.ollama.OllamaModels

awsCredentials(AwsCredentials) - Method in class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader.Builder

Set the AWS credentials.

AwsCredentials - Class in dev.langchain4j.data.document.loader.amazon.s3

Represents an AWS credentials object, including access key ID, secret access key, and optional session token.

AwsCredentials(String, String) - Constructor for class dev.langchain4j.data.document.loader.amazon.s3.AwsCredentials

AwsCredentials(String, String, String) - Constructor for class dev.langchain4j.data.document.loader.amazon.s3.AwsCredentials

AzureAiSearchContentRetriever - Class in dev.langchain4j.rag.content.retriever.azure.search

Represents Azure AI Search Service as a ContentRetriever.

AzureAiSearchContentRetriever(String, AzureKeyCredential, TokenCredential, boolean, int, SearchIndex, EmbeddingModel, int, double, AzureAiSearchQueryType) - Constructor for class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever

AzureAiSearchContentRetriever.Builder - Class in dev.langchain4j.rag.content.retriever.azure.search

AzureAiSearchEmbeddingStore - Class in dev.langchain4j.store.embedding.azure.search

Azure AI Search EmbeddingStore Implementation

AzureAiSearchEmbeddingStore(String, AzureKeyCredential, boolean, int) - Constructor for class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore

AzureAiSearchEmbeddingStore(String, AzureKeyCredential, boolean, SearchIndex) - Constructor for class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore

AzureAiSearchEmbeddingStore(String, TokenCredential, boolean, int) - Constructor for class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore

AzureAiSearchEmbeddingStore(String, TokenCredential, boolean, SearchIndex) - Constructor for class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore

AzureAiSearchEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.azure.search

AzureAiSearchQueryType - Enum Class in dev.langchain4j.rag.content.retriever.azure.search

AzureAiSearchRuntimeException - Exception Class in dev.langchain4j.store.embedding.azure.search

AzureAiSearchRuntimeException() - Constructor for exception class dev.langchain4j.store.embedding.azure.search.AzureAiSearchRuntimeException

AzureAiSearchRuntimeException(String) - Constructor for exception class dev.langchain4j.store.embedding.azure.search.AzureAiSearchRuntimeException

AzureAiSearchRuntimeException(String, Throwable) - Constructor for exception class dev.langchain4j.store.embedding.azure.search.AzureAiSearchRuntimeException

AzureBlobStorageDocumentLoader - Class in dev.langchain4j.data.document.loader.azure.storage.blob

AzureBlobStorageDocumentLoader(BlobServiceClient) - Constructor for class dev.langchain4j.data.document.loader.azure.storage.blob.AzureBlobStorageDocumentLoader

AzureBlobStorageSource - Class in dev.langchain4j.data.document.source.azure.storage.blob

AzureBlobStorageSource(InputStream, String, String, String, BlobProperties) - Constructor for class dev.langchain4j.data.document.source.azure.storage.blob.AzureBlobStorageSource

AzureCosmosDbMongoVCoreDocument - Class in dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore

AzureCosmosDbMongoVCoreDocument() - Constructor for class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreDocument

AzureCosmosDbMongoVCoreEmbeddingStore - Class in dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore

Represents an Azure CosmosDB Mongo vCore as an embedding store.

AzureCosmosDbMongoVCoreEmbeddingStore(MongoClient, String, String, String, String, String, CreateCollectionOptions, Boolean, String, Integer, Integer, Integer, Integer, Integer) - Constructor for class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore

AzureCosmosDbMongoVCoreEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore

AzureCosmosDbMongoVCoreEmbeddingStore.SimilarityMetric - Enum Class in dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore

AzureCosmosDbMongoVCoreEmbeddingStore.VectorIndexType - Enum Class in dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore

AzureCosmosDbMongoVCoreMatchedDocument - Class in dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore

AzureCosmosDbMongoVCoreMatchedDocument() - Constructor for class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreMatchedDocument

AzureOpenAiChatModel - Class in dev.langchain4j.model.azure

Represents an OpenAI language model, hosted on Azure, that has a chat completion interface, such as gpt-3.5-turbo.

AzureOpenAiChatModel(OpenAIClient, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, List<String>, Double, Double, List<AzureChatExtensionConfiguration>, AzureChatEnhancementConfiguration, Long, ChatCompletionsResponseFormat) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiChatModel

AzureOpenAiChatModel(String, String, KeyCredential, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, List<String>, Double, Double, List<AzureChatExtensionConfiguration>, AzureChatEnhancementConfiguration, Long, ChatCompletionsResponseFormat, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiChatModel

AzureOpenAiChatModel(String, String, TokenCredential, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, List<String>, Double, Double, List<AzureChatExtensionConfiguration>, AzureChatEnhancementConfiguration, Long, ChatCompletionsResponseFormat, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiChatModel

AzureOpenAiChatModel(String, String, String, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, List<String>, Double, Double, List<AzureChatExtensionConfiguration>, AzureChatEnhancementConfiguration, Long, ChatCompletionsResponseFormat, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiChatModel

AzureOpenAiChatModel.Builder - Class in dev.langchain4j.model.azure

AzureOpenAiChatModelBuilderFactory - Interface in dev.langchain4j.model.azure.spi

A factory for building AzureOpenAiChatModel.Builder instances.

AzureOpenAiEmbeddingModel - Class in dev.langchain4j.model.azure

Represents an OpenAI embedding model, hosted on Azure, such as text-embedding-ada-002.

AzureOpenAiEmbeddingModel(String, String, KeyCredential, String, Tokenizer, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel

AzureOpenAiEmbeddingModel(String, String, TokenCredential, String, Tokenizer, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel

AzureOpenAiEmbeddingModel(String, String, String, String, Tokenizer, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel

AzureOpenAiEmbeddingModel.Builder - Class in dev.langchain4j.model.azure

AzureOpenAiEmbeddingModelBuilderFactory - Interface in dev.langchain4j.model.azure.spi

A factory for building AzureOpenAiEmbeddingModel.Builder instances.

AzureOpenAiImageModel - Class in dev.langchain4j.model.azure

Represents an OpenAI image model, hosted on Azure, such as dall-e-3.

AzureOpenAiImageModel(OpenAIClient, String, String, String, String, String, String) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiImageModel

AzureOpenAiImageModel(String, String, KeyCredential, String, String, String, String, String, String, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiImageModel

AzureOpenAiImageModel(String, String, TokenCredential, String, String, String, String, String, String, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiImageModel

AzureOpenAiImageModel(String, String, String, String, String, String, String, String, String, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiImageModel

AzureOpenAiImageModel.Builder - Class in dev.langchain4j.model.azure

AzureOpenAiImageModelBuilderFactory - Interface in dev.langchain4j.model.azure.spi

A factory for building AzureOpenAiImageModel.Builder instances.

AzureOpenAiLanguageModel - Class in dev.langchain4j.model.azure

Represents an OpenAI language model, hosted on Azure, such as gpt-3.5-turbo-instruct.

AzureOpenAiLanguageModel(OpenAIClient, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, Integer, Boolean, List<String>, Double, Double, Integer) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiLanguageModel

AzureOpenAiLanguageModel(String, String, KeyCredential, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, Integer, Boolean, List<String>, Double, Double, Integer, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiLanguageModel

AzureOpenAiLanguageModel(String, String, TokenCredential, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, Integer, Boolean, List<String>, Double, Double, Integer, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiLanguageModel

AzureOpenAiLanguageModel(String, String, String, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, Integer, Boolean, List<String>, Double, Double, Integer, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiLanguageModel

AzureOpenAiLanguageModel.Builder - Class in dev.langchain4j.model.azure

AzureOpenAiLanguageModelBuilderFactory - Interface in dev.langchain4j.model.azure.spi

A factory for building AzureOpenAiLanguageModel.Builder instances.

AzureOpenAiModelName - Class in dev.langchain4j.model.azure

AzureOpenAiModelName() - Constructor for class dev.langchain4j.model.azure.AzureOpenAiModelName

AzureOpenAiStreamingChatModel - Class in dev.langchain4j.model.azure

Represents an OpenAI language model, hosted on Azure, that has a chat completion interface, such as gpt-3.5-turbo.

AzureOpenAiStreamingChatModel(OpenAIClient, OpenAIAsyncClient, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, List<String>, Double, Double, List<AzureChatExtensionConfiguration>, AzureChatEnhancementConfiguration, Long, ChatCompletionsResponseFormat) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel

AzureOpenAiStreamingChatModel(String, String, KeyCredential, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, List<String>, Double, Double, List<AzureChatExtensionConfiguration>, AzureChatEnhancementConfiguration, Long, ChatCompletionsResponseFormat, Duration, Integer, ProxyOptions, boolean, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel

AzureOpenAiStreamingChatModel(String, String, TokenCredential, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, List<String>, Double, Double, List<AzureChatExtensionConfiguration>, AzureChatEnhancementConfiguration, Long, ChatCompletionsResponseFormat, Duration, Integer, ProxyOptions, boolean, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel

AzureOpenAiStreamingChatModel(String, String, String, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, List<String>, Double, Double, List<AzureChatExtensionConfiguration>, AzureChatEnhancementConfiguration, Long, ChatCompletionsResponseFormat, Duration, Integer, ProxyOptions, boolean, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel

AzureOpenAiStreamingChatModel.Builder - Class in dev.langchain4j.model.azure

AzureOpenAiStreamingChatModelBuilderFactory - Interface in dev.langchain4j.model.azure.spi

A factory for building AzureOpenAiStreamingChatModel.Builder instances.

AzureOpenAiStreamingLanguageModel - Class in dev.langchain4j.model.azure

Represents an OpenAI language model, hosted on Azure, such as gpt-3.5-turbo-instruct.

AzureOpenAiStreamingLanguageModel(OpenAIClient, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, Integer, Boolean, List<String>, Double, Double) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel

AzureOpenAiStreamingLanguageModel(String, String, KeyCredential, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, Integer, Boolean, List<String>, Double, Double, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel

AzureOpenAiStreamingLanguageModel(String, String, TokenCredential, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, Integer, Boolean, List<String>, Double, Double, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel

AzureOpenAiStreamingLanguageModel(String, String, String, String, Tokenizer, Integer, Double, Double, Map<String, Integer>, String, Integer, Integer, Boolean, List<String>, Double, Double, Duration, Integer, ProxyOptions, boolean) - Constructor for class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel

AzureOpenAiStreamingLanguageModel.Builder - Class in dev.langchain4j.model.azure

AzureOpenAiStreamingLanguageModelBuilderFactory - Interface in dev.langchain4j.model.azure.spi

A factory for building AzureOpenAiStreamingLanguageModel.Builder instances.

B

backoffExp(double) - Method in class dev.langchain4j.internal.RetryUtils.RetryPolicy.Builder

Sets the backoff exponent.

banRound(Integer) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

base64Data() - Method in class dev.langchain4j.data.image.Image

Get the base64 data of the image.

base64Data(String) - Method in class dev.langchain4j.data.image.Image.Builder

Set the base64 data of the image.

baseUrl - Variable in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

baseUrl - Variable in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

baseUrl(String) - Method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

baseUrl(String) - Method in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

baseUrl(String) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

baseUrl(String) - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient.Builder

baseUrl(String) - Method in class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore.Builder

baseUrl(String) - Method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore.Builder

BedrockAI21LabsChatModel - Class in dev.langchain4j.model.bedrock

BedrockAI21LabsChatModel() - Constructor for class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModel

BedrockAI21LabsChatModel.Types - Enum Class in dev.langchain4j.model.bedrock

Bedrock AI21 Labs model ids

BedrockAI21LabsChatModelResponse - Class in dev.langchain4j.model.bedrock

Bedrock AI21 Labs model invoke response

BedrockAI21LabsChatModelResponse() - Constructor for class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModelResponse

BedrockAI21LabsChatModelResponse.Completion - Class in dev.langchain4j.model.bedrock

BedrockAI21LabsChatModelResponse.CompletionReason - Class in dev.langchain4j.model.bedrock

BedrockAI21LabsChatModelResponse.GeneratedToken - Class in dev.langchain4j.model.bedrock

BedrockAI21LabsChatModelResponse.Prompt - Class in dev.langchain4j.model.bedrock

BedrockAI21LabsChatModelResponse.TextRange - Class in dev.langchain4j.model.bedrock

BedrockAI21LabsChatModelResponse.Token - Class in dev.langchain4j.model.bedrock

BedrockAnthropicCompletionChatModel - Class in dev.langchain4j.model.bedrock

BedrockAnthropicCompletionChatModel() - Constructor for class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModel

BedrockAnthropicCompletionChatModel.Types - Enum Class in dev.langchain4j.model.bedrock

Bedrock Anthropic model ids

BedrockAnthropicCompletionChatModelResponse - Class in dev.langchain4j.model.bedrock

Bedrock Anthropic Text Completions API Invoke response ...

BedrockAnthropicCompletionChatModelResponse() - Constructor for class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModelResponse

BedrockAnthropicContent - Class in dev.langchain4j.model.bedrock

BedrockAnthropicContent(String, BedrockAnthropicImageSource) - Constructor for class dev.langchain4j.model.bedrock.BedrockAnthropicContent

BedrockAnthropicContent(String, String) - Constructor for class dev.langchain4j.model.bedrock.BedrockAnthropicContent

BedrockAnthropicImageSource - Class in dev.langchain4j.model.bedrock

BedrockAnthropicImageSource() - Constructor for class dev.langchain4j.model.bedrock.BedrockAnthropicImageSource

BedrockAnthropicMessage - Class in dev.langchain4j.model.bedrock

BedrockAnthropicMessage() - Constructor for class dev.langchain4j.model.bedrock.BedrockAnthropicMessage

BedrockAnthropicMessageChatModel - Class in dev.langchain4j.model.bedrock

BedrockAnthropicMessageChatModel() - Constructor for class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModel

BedrockAnthropicMessageChatModel.Types - Enum Class in dev.langchain4j.model.bedrock

Bedrock Anthropic model ids

BedrockAnthropicMessageChatModelResponse - Class in dev.langchain4j.model.bedrock

Bedrock Anthropic Messages API Invoke response ...

BedrockAnthropicMessageChatModelResponse() - Constructor for class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModelResponse

BedrockAnthropicMessageChatModelResponse.BedrockAnthropicUsage - Class in dev.langchain4j.model.bedrock

BedrockAnthropicUsage() - Constructor for class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModelResponse.BedrockAnthropicUsage

BedrockChatModelResponse - Interface in dev.langchain4j.model.bedrock.internal

Bedrock Chat model response

BedrockCohereChatModel - Class in dev.langchain4j.model.bedrock

BedrockCohereChatModel() - Constructor for class dev.langchain4j.model.bedrock.BedrockCohereChatModel

BedrockCohereChatModel.ReturnLikelihood - Enum Class in dev.langchain4j.model.bedrock

BedrockCohereChatModel.Types - Enum Class in dev.langchain4j.model.bedrock

Bedrock Cohere model ids

BedrockCohereChatModelResponse - Class in dev.langchain4j.model.bedrock

Bedrock Cohere model invoke response

BedrockCohereChatModelResponse() - Constructor for class dev.langchain4j.model.bedrock.BedrockCohereChatModelResponse

BedrockCohereChatModelResponse.Generation - Class in dev.langchain4j.model.bedrock

BedrockCohereChatModelResponse.TokenLikelihood - Class in dev.langchain4j.model.bedrock

BedrockEmbeddingResponse - Interface in dev.langchain4j.model.bedrock.internal

Bedrock embedding response

BedrockLlamaChatModel - Class in dev.langchain4j.model.bedrock

BedrockLlamaChatModel() - Constructor for class dev.langchain4j.model.bedrock.BedrockLlamaChatModel

BedrockLlamaChatModel.Types - Enum Class in dev.langchain4j.model.bedrock

Bedrock Llama model ids

BedrockLlamaChatModelResponse - Class in dev.langchain4j.model.bedrock

Bedrock Llama Invoke response

BedrockLlamaChatModelResponse() - Constructor for class dev.langchain4j.model.bedrock.BedrockLlamaChatModelResponse

BedrockMistralAiChatModel - Class in dev.langchain4j.model.bedrock

BedrockMistralAiChatModel() - Constructor for class dev.langchain4j.model.bedrock.BedrockMistralAiChatModel

BedrockMistralAiChatModel.Types - Enum Class in dev.langchain4j.model.bedrock

Bedrock Mistral model ids

BedrockStabilityAIChatModel - Class in dev.langchain4j.model.bedrock

Bedrock stability AI model This is for image generation.

BedrockStabilityAIChatModel() - Constructor for class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel

BedrockStabilityAIChatModel.StylePreset - Enum Class in dev.langchain4j.model.bedrock

BedrockStabilityAIChatModel.Types - Enum Class in dev.langchain4j.model.bedrock

Bedrock Amazon Stability AI model ids

BedrockStabilityAIChatModelResponse - Class in dev.langchain4j.model.bedrock

Bedrock Anthropic Invoke response

BedrockStabilityAIChatModelResponse() - Constructor for class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModelResponse

BedrockStabilityAIChatModelResponse.Artifact - Class in dev.langchain4j.model.bedrock

BedrockTitanChatModel - Class in dev.langchain4j.model.bedrock

Bedrock Amazon Titan chat model

BedrockTitanChatModel() - Constructor for class dev.langchain4j.model.bedrock.BedrockTitanChatModel

BedrockTitanChatModel.Types - Enum Class in dev.langchain4j.model.bedrock

Bedrock Amazon Titan model ids

BedrockTitanChatModelResponse - Class in dev.langchain4j.model.bedrock

Bedrock Titan Chat response

BedrockTitanChatModelResponse() - Constructor for class dev.langchain4j.model.bedrock.BedrockTitanChatModelResponse

BedrockTitanChatModelResponse.Result - Class in dev.langchain4j.model.bedrock

BedrockTitanEmbeddingModel - Class in dev.langchain4j.model.bedrock

Bedrock Amazon Titan embedding model

BedrockTitanEmbeddingModel() - Constructor for class dev.langchain4j.model.bedrock.BedrockTitanEmbeddingModel

BedrockTitanEmbeddingModel.Types - Enum Class in dev.langchain4j.model.bedrock

BedrockTitanEmbeddingResponse - Class in dev.langchain4j.model.bedrock

Bedrock Titan embedding response

BedrockTitanEmbeddingResponse() - Constructor for class dev.langchain4j.model.bedrock.BedrockTitanEmbeddingResponse

bestOf(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

beta - Variable in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

beta(String) - Method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

between(Embedding, Embedding) - Static method in class dev.langchain4j.store.embedding.CosineSimilarity

Calculates cosine similarity between two vectors.

BGE_LARGE_EN - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanEmbeddingModelNameEnum

BGE_LARGE_ZH - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanEmbeddingModelNameEnum

BigDecimalOutputParser - Class in dev.langchain4j.model.output

BigDecimalOutputParser() - Constructor for class dev.langchain4j.model.output.BigDecimalOutputParser

BigIntegerOutputParser - Class in dev.langchain4j.model.output

BigIntegerOutputParser() - Constructor for class dev.langchain4j.model.output.BigIntegerOutputParser

BINARYIVF - Enum constant in enum class dev.langchain4j.store.embedding.vearch.RetrievalType

BINARYIVFParam() - Constructor for class dev.langchain4j.store.embedding.vearch.RetrievalParam.BINARYIVFParam

BlankDocumentException - Exception Class in dev.langchain4j.data.document

BlankDocumentException() - Constructor for exception class dev.langchain4j.data.document.BlankDocumentException

BLOOMZ_7B - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

BOOLEAN - Static variable in class dev.langchain4j.agent.tool.JsonSchemaProperty

A property with key "type" and value "boolean".

BOOLEAN - Static variable in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

BooleanOutputParser - Class in dev.langchain4j.model.output

BooleanOutputParser() - Constructor for class dev.langchain4j.model.output.BooleanOutputParser

build() - Method in class dev.langchain4j.agent.tool.ToolExecutionRequest.Builder

Returns a ToolExecutionRequest built from the parameters previously set.

build() - Method in class dev.langchain4j.agent.tool.ToolParameters.Builder

Returns a ToolParameters built from the parameters previously set.

build() - Method in class dev.langchain4j.agent.tool.ToolSpecification.Builder

Returns a ToolSpecification built from the parameters previously set.

build() - Method in class dev.langchain4j.chain.ConversationalRetrievalChain.Builder

build() - Method in class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader.Builder

build() - Method in class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader.Builder

build() - Method in class dev.langchain4j.data.document.loader.tencent.cos.TencentCosDocumentLoader.Builder

build() - Method in class dev.langchain4j.data.image.Image.Builder

Build the Image.

build() - Method in class dev.langchain4j.internal.RetryUtils.RetryPolicy.Builder

Builds a RetryPolicy.

build() - Method in class dev.langchain4j.memory.chat.MessageWindowChatMemory.Builder

build() - Method in class dev.langchain4j.memory.chat.TokenWindowChatMemory.Builder

build() - Method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

build() - Method in class dev.langchain4j.model.anthropic.internal.client.DefaultAnthropicClient.Builder

build() - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

build() - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

build() - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

build() - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

build() - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

build() - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

build() - Method in class dev.langchain4j.model.dashscope.QwenStreamingResponseBuilder

build() - Method in class dev.langchain4j.model.huggingface.client.Options.Builder

build() - Method in class dev.langchain4j.model.huggingface.client.Parameters.Builder

build() - Method in class dev.langchain4j.model.huggingface.client.TextGenerationRequest.Builder

build() - Method in class dev.langchain4j.model.huggingface.HuggingFaceChatModel.Builder

build() - Method in class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel.Builder

build() - Method in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.chat.Function.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.chat.Message.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.chat.Parameters.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.chat.Responses.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.completion.CompletionRequest.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingData.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingRequest.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

build() - Method in class dev.langchain4j.model.qianfan.client.QianfanStreamingResponseBuilder

build() - Method in class dev.langchain4j.model.qianfan.client.Usage.Builder

build() - Method in class dev.langchain4j.model.vertexai.VertexAiChatModel.Builder

build() - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.Builder

build() - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

build() - Method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.AssistantMessage.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionChoice.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionResponse.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.Delta.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.Function.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.FunctionCall.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.Parameters.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.Retrieval.RetrievalBuilder

build() - Method in class dev.langchain4j.model.zhipu.chat.SystemMessage.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.ToolCall.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.ToolMessage.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.UserMessage.Builder

build() - Method in class dev.langchain4j.model.zhipu.chat.WebSearch.WebSearchBuilder

build() - Method in class dev.langchain4j.model.zhipu.embedding.Embedding.Builder

build() - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingRequest.Builder

build() - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingResponse.Builder

build() - Method in class dev.langchain4j.model.zhipu.shared.Usage.Builder

build() - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient.Builder

build() - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever.Builder

build() - Method in class dev.langchain4j.service.AiServices

Constructs and returns the AI Service.

build() - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

build() - Method in class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore.Builder

build() - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

build() - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.BuilderAstra

build() - Method in class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore.Builder

build() - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore.Builder

build() - Method in class dev.langchain4j.store.embedding.EmbeddingStoreIngestor.Builder

Builds the EmbeddingStoreIngestor.

build() - Method in class dev.langchain4j.store.embedding.filter.builder.sql.TableDefinition.Builder

build() - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Builds the store

build() - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

build() - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore.Builder

build() - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore.Builder

build() - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore.Builder

build() - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore.Builder

build() - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore.Builder

build() - Method in class dev.langchain4j.store.embedding.vearch.SpaceEngine.Builder

build() - Method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore.Builder

build() - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.Builder

build() - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.BuilderAstra

build() - Method in class dev.langchain4j.web.search.WebSearchRequest.Builder

Build the web search request.

build(Tokenizer) - Method in class dev.langchain4j.model.qianfan.client.QianfanStreamingResponseBuilder

build(Tokenizer, boolean) - Method in class dev.langchain4j.model.openai.OpenAiStreamingResponseBuilder

build(Tokenizer, boolean) - Method in class dev.langchain4j.model.qianfan.client.QianfanStreamingResponseBuilder

build(Query) - Method in class dev.langchain4j.store.embedding.filter.builder.sql.LanguageModelSqlFilterBuilder

builder() - Static method in class dev.langchain4j.agent.tool.ToolExecutionRequest

Creates builder to build ToolExecutionRequest.

builder() - Static method in class dev.langchain4j.agent.tool.ToolParameters

ToolParameters builder static inner class.

builder() - Static method in class dev.langchain4j.agent.tool.ToolSpecification

Creates builder to build ToolSpecification.

builder() - Static method in class dev.langchain4j.chain.ConversationalRetrievalChain

builder() - Static method in class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader

builder() - Static method in class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader

builder() - Static method in class dev.langchain4j.data.document.loader.tencent.cos.TencentCosDocumentLoader

builder() - Static method in class dev.langchain4j.data.image.Image

Create a new Image.Builder.

builder() - Static method in class dev.langchain4j.memory.chat.MessageWindowChatMemory

builder() - Static method in class dev.langchain4j.memory.chat.TokenWindowChatMemory

builder() - Static method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient

builder() - Static method in class dev.langchain4j.model.anthropic.internal.client.DefaultAnthropicClient

builder() - Static method in class dev.langchain4j.model.azure.AzureOpenAiChatModel

builder() - Static method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel

builder() - Static method in class dev.langchain4j.model.azure.AzureOpenAiImageModel

builder() - Static method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel

builder() - Static method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel

builder() - Static method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel

builder() - Static method in class dev.langchain4j.model.chatglm.ChatGlmChatModel

builder() - Static method in class dev.langchain4j.model.dashscope.QwenChatModel

builder() - Static method in class dev.langchain4j.model.dashscope.QwenEmbeddingModel

builder() - Static method in class dev.langchain4j.model.dashscope.QwenLanguageModel

builder() - Static method in class dev.langchain4j.model.dashscope.QwenStreamingChatModel

builder() - Static method in class dev.langchain4j.model.dashscope.QwenStreamingLanguageModel

builder() - Static method in class dev.langchain4j.model.huggingface.client.Options

builder() - Static method in class dev.langchain4j.model.huggingface.client.Parameters

builder() - Static method in class dev.langchain4j.model.huggingface.client.TextGenerationRequest

builder() - Static method in class dev.langchain4j.model.huggingface.HuggingFaceChatModel

builder() - Static method in class dev.langchain4j.model.huggingface.HuggingFaceEmbeddingModel

builder() - Static method in class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel

builder() - Static method in class dev.langchain4j.model.localai.LocalAiChatModel

builder() - Static method in class dev.langchain4j.model.localai.LocalAiEmbeddingModel

builder() - Static method in class dev.langchain4j.model.localai.LocalAiLanguageModel

builder() - Static method in class dev.langchain4j.model.localai.LocalAiStreamingChatModel

builder() - Static method in class dev.langchain4j.model.localai.LocalAiStreamingLanguageModel

builder() - Static method in class dev.langchain4j.model.mistralai.MistralAiChatModel

builder() - Static method in class dev.langchain4j.model.mistralai.MistralAiClient

builder() - Static method in class dev.langchain4j.model.mistralai.MistralAiEmbeddingModel

builder() - Static method in class dev.langchain4j.model.mistralai.MistralAiModels

builder() - Static method in class dev.langchain4j.model.mistralai.MistralAiStreamingChatModel

builder() - Static method in class dev.langchain4j.model.ollama.OllamaChatModel

builder() - Static method in class dev.langchain4j.model.ollama.OllamaEmbeddingModel

builder() - Static method in class dev.langchain4j.model.ollama.OllamaLanguageModel

builder() - Static method in class dev.langchain4j.model.ollama.OllamaStreamingChatModel

builder() - Static method in class dev.langchain4j.model.ollama.OllamaStreamingLanguageModel

builder() - Static method in class dev.langchain4j.model.openai.OpenAiChatModel

builder() - Static method in class dev.langchain4j.model.openai.OpenAiEmbeddingModel

builder() - Static method in class dev.langchain4j.model.openai.OpenAiImageModel

builder() - Static method in class dev.langchain4j.model.openai.OpenAiLanguageModel

builder() - Static method in class dev.langchain4j.model.openai.OpenAiModerationModel

builder() - Static method in class dev.langchain4j.model.openai.OpenAiStreamingChatModel

builder() - Static method in class dev.langchain4j.model.openai.OpenAiStreamingLanguageModel

builder() - Static method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest

builder() - Static method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

builder() - Static method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse

builder() - Static method in class dev.langchain4j.model.qianfan.client.chat.Examples

builder() - Static method in class dev.langchain4j.model.qianfan.client.chat.Function

builder() - Static method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall

builder() - Static method in class dev.langchain4j.model.qianfan.client.chat.Message

builder() - Static method in class dev.langchain4j.model.qianfan.client.chat.Parameters

builder() - Static method in class dev.langchain4j.model.qianfan.client.chat.Responses

builder() - Static method in class dev.langchain4j.model.qianfan.client.completion.CompletionRequest

builder() - Static method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingData

builder() - Static method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingRequest

builder() - Static method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse

builder() - Static method in class dev.langchain4j.model.qianfan.client.QianfanClient

builder() - Static method in class dev.langchain4j.model.qianfan.client.Usage

builder() - Static method in class dev.langchain4j.model.qianfan.QianfanChatModel

builder() - Static method in class dev.langchain4j.model.qianfan.QianfanEmbeddingModel

builder() - Static method in class dev.langchain4j.model.qianfan.QianfanLanguageModel

builder() - Static method in class dev.langchain4j.model.qianfan.QianfanStreamingChatModel

builder() - Static method in class dev.langchain4j.model.qianfan.QianfanStreamingLanguageModel

builder() - Static method in class dev.langchain4j.model.vertexai.VertexAiChatModel

builder() - Static method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel

builder() - Static method in class dev.langchain4j.model.vertexai.VertexAiGeminiChatModel

builder() - Static method in class dev.langchain4j.model.vertexai.VertexAiGeminiStreamingChatModel

builder() - Static method in class dev.langchain4j.model.vertexai.VertexAiImageModel

builder() - Static method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel

builder() - Static method in class dev.langchain4j.model.zhipu.chat.AssistantMessage

builder() - Static method in class dev.langchain4j.model.zhipu.chat.ChatCompletionChoice

builder() - Static method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest

builder() - Static method in class dev.langchain4j.model.zhipu.chat.ChatCompletionResponse

builder() - Static method in class dev.langchain4j.model.zhipu.chat.Delta

builder() - Static method in class dev.langchain4j.model.zhipu.chat.Function

builder() - Static method in class dev.langchain4j.model.zhipu.chat.FunctionCall

builder() - Static method in class dev.langchain4j.model.zhipu.chat.Parameters

builder() - Static method in class dev.langchain4j.model.zhipu.chat.Retrieval

builder() - Static method in class dev.langchain4j.model.zhipu.chat.SystemMessage

builder() - Static method in class dev.langchain4j.model.zhipu.chat.ToolCall

builder() - Static method in class dev.langchain4j.model.zhipu.chat.ToolMessage

builder() - Static method in class dev.langchain4j.model.zhipu.chat.UserMessage

builder() - Static method in class dev.langchain4j.model.zhipu.chat.WebSearch

builder() - Static method in class dev.langchain4j.model.zhipu.embedding.Embedding

builder() - Static method in class dev.langchain4j.model.zhipu.embedding.EmbeddingRequest

builder() - Static method in class dev.langchain4j.model.zhipu.embedding.EmbeddingResponse

builder() - Static method in class dev.langchain4j.model.zhipu.shared.Usage

builder() - Static method in class dev.langchain4j.model.zhipu.ZhipuAiChatModel

builder() - Static method in class dev.langchain4j.model.zhipu.ZhipuAiClient

builder() - Static method in class dev.langchain4j.model.zhipu.ZhipuAiEmbeddingModel

builder() - Static method in class dev.langchain4j.model.zhipu.ZhipuAiStreamingChatModel

builder() - Static method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever

builder() - Static method in class dev.langchain4j.rag.DefaultRetrievalAugmentor

builder() - Static method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore

builder() - Static method in class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore

builder() - Static method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

builder() - Static method in class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore

builder() - Static method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore

builder() - Static method in class dev.langchain4j.store.embedding.EmbeddingStoreIngestor

Creates a new EmbeddingStoreIngestor builder.

builder() - Static method in class dev.langchain4j.store.embedding.filter.builder.sql.TableDefinition

builder() - Static method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore

builder() - Static method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore

builder() - Static method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore

builder() - Static method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore

builder() - Static method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore

builder() - Static method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore

builder() - Static method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore

builder() - Static method in class dev.langchain4j.store.embedding.vearch.SpaceEngine

builder() - Static method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore

builder() - Static method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore

builder() - Static method in class dev.langchain4j.web.search.WebSearchRequest

Create a new builder instance.

builder(Class<T>) - Static method in class dev.langchain4j.service.AiServices

Begins the construction of an AI Service.

Builder() - Constructor for class dev.langchain4j.chain.ConversationalRetrievalChain.Builder

Builder() - Constructor for class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader.Builder

Builder() - Constructor for class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader.Builder

Builder() - Constructor for class dev.langchain4j.data.document.loader.tencent.cos.TencentCosDocumentLoader.Builder

Builder() - Constructor for class dev.langchain4j.data.image.Image.Builder

Create a new Image.Builder.

Builder() - Constructor for class dev.langchain4j.internal.RetryUtils.RetryPolicy.Builder

Construct a RetryPolicy.Builder.

Builder() - Constructor for class dev.langchain4j.memory.chat.MessageWindowChatMemory.Builder

Builder() - Constructor for class dev.langchain4j.memory.chat.TokenWindowChatMemory.Builder

Builder() - Constructor for class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

Builder() - Constructor for class dev.langchain4j.model.anthropic.internal.client.DefaultAnthropicClient.Builder

Builder() - Constructor for class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

Builder() - Constructor for class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

Builder() - Constructor for class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Builder() - Constructor for class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

Builder() - Constructor for class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

Builder() - Constructor for class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

Builder() - Constructor for class dev.langchain4j.model.huggingface.client.Options.Builder

Builder() - Constructor for class dev.langchain4j.model.huggingface.client.Parameters.Builder

Builder() - Constructor for class dev.langchain4j.model.huggingface.client.TextGenerationRequest.Builder

Builder() - Constructor for class dev.langchain4j.model.huggingface.HuggingFaceChatModel.Builder

Builder() - Constructor for class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel.Builder

Builder() - Constructor for class dev.langchain4j.model.mistralai.MistralAiClient.Builder

Builder() - Constructor for class dev.langchain4j.model.vertexai.VertexAiChatModel.Builder

Builder() - Constructor for class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.Builder

Builder() - Constructor for class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

Builder() - Constructor for class dev.langchain4j.model.vertexai.VertexAiLanguageModel.Builder

Builder() - Constructor for class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.EmbeddingStoreIngestor.Builder

Creates a new EmbeddingStoreIngestor builder.

Builder() - Constructor for class dev.langchain4j.store.embedding.filter.builder.sql.TableDefinition.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.vearch.SpaceEngine.Builder

Builder() - Constructor for class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore.Builder

Builder() - Constructor for class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.Builder

builderAstra() - Static method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

builderAstra() - Static method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore

BuilderAstra() - Constructor for class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.BuilderAstra

BuilderAstra() - Constructor for class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.BuilderAstra

buildSchema(InfinispanStoreConfiguration) - Static method in class dev.langchain4j.store.embedding.infinispan.LangchainSchemaCreator

Build the Infinispan Schema to marshall embeddings

bulk(String, String, RequestBody) - Method in interface dev.langchain4j.store.embedding.vearch.VearchApi

ByteOutputParser - Class in dev.langchain4j.model.output

ByteOutputParser() - Constructor for class dev.langchain4j.model.output.ByteOutputParser

C

cacheConfig() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns the value of the cacheConfig record component.

cacheConfig(String) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Infinispan cache config to be used, will be created on first access

cacheName() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns the value of the cacheName record component.

cacheName(String) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Infinispan cache name to be used, will be created on first access

calculateTokensCounts(List<TextSegment>) - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel

Calculates the number of tokens for each segment in the input list.

callTimeout(Duration) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

callTimeout(Duration) - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient.Builder

CassandraChatMemoryStore - Class in dev.langchain4j.store.memory.chat.cassandra

Implementation of ChatMemoryStore using Astra DB Vector Search.

CassandraChatMemoryStore(CqlSession) - Constructor for class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore

Constructor for message store

CassandraChatMemoryStore(CqlSession, String) - Constructor for class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore

Constructor for message store

CassandraChatMemoryStore.Builder - Class in dev.langchain4j.store.memory.chat.cassandra

CassandraChatMemoryStore.BuilderAstra - Class in dev.langchain4j.store.memory.chat.cassandra

CassandraEmbeddingStore - Class in dev.langchain4j.store.embedding.cassandra

Implementation of EmbeddingStore using Cassandra.

CassandraEmbeddingStore(CqlSession, String, int) - Constructor for class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Embedding Store.

CassandraEmbeddingStore(CqlSession, String, int, CassandraSimilarityMetric) - Constructor for class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Embedding Store.

CassandraEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.cassandra

CassandraEmbeddingStore.BuilderAstra - Class in dev.langchain4j.store.embedding.cassandra

cassandraSession - Variable in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Cassandra question.

Chain<Input,Output> - Interface in dev.langchain4j.chain

Represents a chain step that takes an input and produces an output.

chat(TextGenerationRequest) - Method in interface dev.langchain4j.model.huggingface.client.HuggingFaceClient

chatCompletion(MistralAiChatCompletionRequest) - Method in class dev.langchain4j.model.mistralai.MistralAiClient

chatCompletion(ChatCompletionRequest, String) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient

chatCompletion(ChatCompletionRequest) - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient

ChatCompletionChoice - Class in dev.langchain4j.model.zhipu.chat

ChatCompletionChoice.Builder - Class in dev.langchain4j.model.zhipu.chat

ChatCompletionModel - Enum Class in dev.langchain4j.model.zhipu.chat

ChatCompletionRequest - Class in dev.langchain4j.model.qianfan.client.chat

ChatCompletionRequest - Class in dev.langchain4j.model.zhipu.chat

ChatCompletionRequest.Builder - Class in dev.langchain4j.model.qianfan.client.chat

ChatCompletionRequest.Builder - Class in dev.langchain4j.model.zhipu.chat

ChatCompletionResponse - Class in dev.langchain4j.model.qianfan.client.chat

ChatCompletionResponse - Class in dev.langchain4j.model.zhipu.chat

ChatCompletionResponse.Builder - Class in dev.langchain4j.model.qianfan.client.chat

ChatCompletionResponse.Builder - Class in dev.langchain4j.model.zhipu.chat

CHATGLM_TURBO - Enum constant in enum class dev.langchain4j.model.zhipu.chat.ChatCompletionModel

CHATGLM2_6B_32K - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

ChatGlmChatModel - Class in dev.langchain4j.model.chatglm

Support ChatGLM, ChatGLM2 and ChatGLM3 api are compatible with OpenAI API

ChatGlmChatModel(String, Duration, Double, Integer, Double, Integer) - Constructor for class dev.langchain4j.model.chatglm.ChatGlmChatModel

ChatGlmChatModel.ChatGlmChatModelBuilder - Class in dev.langchain4j.model.chatglm

ChatGlmChatModelBuilder() - Constructor for class dev.langchain4j.model.chatglm.ChatGlmChatModel.ChatGlmChatModelBuilder

ChatGlmChatModelBuilderFactory - Interface in dev.langchain4j.model.chatglm.spi

A factory for building ChatGlmChatModel.ChatGlmChatModelBuilder instances.

chatLanguageModel - Variable in class dev.langchain4j.rag.query.router.LanguageModelQueryRouter

chatLanguageModel - Variable in class dev.langchain4j.rag.query.transformer.CompressingQueryTransformer

chatLanguageModel - Variable in class dev.langchain4j.rag.query.transformer.ExpandingQueryTransformer

chatLanguageModel - Variable in class dev.langchain4j.store.embedding.filter.builder.sql.LanguageModelSqlFilterBuilder

chatLanguageModel(ChatLanguageModel) - Method in class dev.langchain4j.chain.ConversationalRetrievalChain.Builder

chatLanguageModel(ChatLanguageModel) - Method in class dev.langchain4j.service.AiServices

Configures chat model that will be used under the hood of the AI Service.

ChatLanguageModel - Interface in dev.langchain4j.model.chat

Represents a language model that has a chat interface.

chatMemories - Variable in class dev.langchain4j.service.AiServiceContext

chatMemory() - Method in class dev.langchain4j.rag.query.Metadata

chatMemory(ChatMemory) - Method in class dev.langchain4j.chain.ConversationalRetrievalChain.Builder

chatMemory(ChatMemory) - Method in class dev.langchain4j.service.AiServices

Configures the chat memory that will be used to preserve conversation history between method calls.

chatMemory(Object) - Method in class dev.langchain4j.service.AiServiceContext

ChatMemory - Interface in dev.langchain4j.memory

Represents the memory (history) of a chat conversation.

chatMemoryId() - Method in class dev.langchain4j.rag.query.Metadata

chatMemoryProvider - Variable in class dev.langchain4j.service.AiServiceContext

chatMemoryProvider(ChatMemoryProvider) - Method in class dev.langchain4j.service.AiServices

Configures the chat memory provider, which provides a dedicated instance of ChatMemory for each user/conversation.

ChatMemoryProvider - Interface in dev.langchain4j.memory.chat

Provides instances of ChatMemory.

chatMemoryStore(ChatMemoryStore) - Method in class dev.langchain4j.memory.chat.MessageWindowChatMemory.Builder

chatMemoryStore(ChatMemoryStore) - Method in class dev.langchain4j.memory.chat.TokenWindowChatMemory.Builder

ChatMemoryStore - Interface in dev.langchain4j.store.memory.chat

Represents a store for the ChatMemory state.

ChatMessage - Interface in dev.langchain4j.data.message

A chat message.

ChatMessageDeserializer - Class in dev.langchain4j.data.message

A deserializer for ChatMessage objects.

ChatMessageJsonCodec - Interface in dev.langchain4j.data.message

A codec for serializing and deserializing ChatMessage objects to and from JSON.

ChatMessageJsonCodecFactory - Interface in dev.langchain4j.spi.data.message

A factory for creating ChatMessageJsonCodec objects.

ChatMessageSerializer - Class in dev.langchain4j.data.message

ChatMessageSerializer() - Constructor for class dev.langchain4j.data.message.ChatMessageSerializer

chatMessageToString(ChatMessage) - Method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockChatModel

Convert chat message to string

ChatMessageType - Enum Class in dev.langchain4j.data.message

The type of content, e.g.

chatModel - Variable in class dev.langchain4j.service.AiServiceContext

ChatTokenResponse - Class in dev.langchain4j.model.qianfan.client.chat

ChatTokenResponse.Builder - Class in dev.langchain4j.model.qianfan.client.chat

choices(List<ChatCompletionChoice>) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionResponse.Builder

ChromaEmbeddingStore - Class in dev.langchain4j.store.embedding.chroma

Represents a store for embeddings using the Chroma backend.

ChromaEmbeddingStore(String, String, Duration) - Constructor for class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore

Initializes a new instance of ChromaEmbeddingStore with the specified parameters.

ChromaEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.chroma

Cinematic - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

CLASSIFICATION - Enum constant in enum class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.TaskType

classify(Document) - Method in interface dev.langchain4j.classification.TextClassifier

Classify the given Document.

classify(TextSegment) - Method in interface dev.langchain4j.classification.TextClassifier

Classify the given TextSegment.

classify(String) - Method in class dev.langchain4j.classification.EmbeddingModelTextClassifier

classify(String) - Method in interface dev.langchain4j.classification.TextClassifier

Classify the given text.

CLAUDE_2 - Enum constant in enum class dev.langchain4j.model.anthropic.AnthropicChatModelName

CLAUDE_2_1 - Enum constant in enum class dev.langchain4j.model.anthropic.AnthropicChatModelName

CLAUDE_3_HAIKU_20240307 - Enum constant in enum class dev.langchain4j.model.anthropic.AnthropicChatModelName

CLAUDE_3_OPUS_20240229 - Enum constant in enum class dev.langchain4j.model.anthropic.AnthropicChatModelName

CLAUDE_3_SONNET_20240229 - Enum constant in enum class dev.langchain4j.model.anthropic.AnthropicChatModelName

CLAUDE_INSTANT_1_2 - Enum constant in enum class dev.langchain4j.model.anthropic.AnthropicChatModelName

clean(String) - Method in class dev.langchain4j.store.embedding.filter.builder.sql.LanguageModelSqlFilterBuilder

clear() - Method in class dev.langchain4j.memory.chat.MessageWindowChatMemory

clear() - Method in class dev.langchain4j.memory.chat.TokenWindowChatMemory

clear() - Method in interface dev.langchain4j.memory.ChatMemory

Clears the chat memory.

clear() - Method in class dev.langchain4j.store.embedding.astradb.AstraDbEmbeddingStore

Delete all records from the table.

clear() - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Delete all rows.

clear() - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore

Delete all rows.

clearCache() - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore

clearStore() - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore

Deletes all points from the Qdrant collection.

client(QdrantClient) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore.Builder

close() - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore

Closes the underlying GRPC client.

close() - Method in class dev.langchain4j.store.graph.neo4j.Neo4jGraph

CLUSTERING - Enum constant in enum class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.TaskType

code() - Method in exception class dev.langchain4j.model.qianfan.client.QianfanHttpException

CodeExecutionEngine - Interface in dev.langchain4j.code

Interface for executing code.

CODELLAMA_7B_INSTRUCT - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanLanguageModelNameEnum

CohereScoringModel - Class in dev.langchain4j.model.cohere

An implementation of a ScoringModel that uses Cohere Rerank API.

CohereScoringModel(String, String, String, Duration, Integer, Boolean, Boolean) - Constructor for class dev.langchain4j.model.cohere.CohereScoringModel

collectionName(String) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

collectionName(String) - Method in class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore.Builder

collectionName(String) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

collectionName(String) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore.Builder

collectionName(String) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore.Builder

COLUMN_PER_KEY - Enum constant in enum class dev.langchain4j.store.embedding.pgvector.MetadataStorageMode

COLUMN_PER_KEY: for static metadata, when you know in advance the list of metadata

ColumnDefinition - Class in dev.langchain4j.store.embedding.filter.builder.sql

ColumnDefinition(String, String) - Constructor for class dev.langchain4j.store.embedding.filter.builder.sql.ColumnDefinition

ColumnDefinition(String, String, String) - Constructor for class dev.langchain4j.store.embedding.filter.builder.sql.ColumnDefinition

columnDefinitions() - Method in interface dev.langchain4j.store.embedding.pgvector.MetadataStorageConfig

SQL definition of metadata field(s) list.

columns() - Method in class dev.langchain4j.store.embedding.filter.builder.sql.TableDefinition

columns(Collection<ColumnDefinition>) - Method in class dev.langchain4j.store.embedding.filter.builder.sql.TableDefinition.Builder

COMBINED_JSON - Enum constant in enum class dev.langchain4j.store.embedding.pgvector.MetadataStorageMode

COMBINED_JSON: For dynamic metadata, when you don't know the list of metadata that will be used.

COMBINED_JSONB - Enum constant in enum class dev.langchain4j.store.embedding.pgvector.MetadataStorageMode

COMBINED_JSONB: Same as JSON, but stored in a binary way.

ComicBook - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

CommandTextV14 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockCohereChatModel.Types

comparisonValue() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsEqualTo

comparisonValue() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsGreaterThan

comparisonValue() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsGreaterThanOrEqualTo

comparisonValue() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsLessThan

comparisonValue() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsLessThanOrEqualTo

comparisonValue() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsNotEqualTo

comparisonValues() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsIn

comparisonValues() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsNotIn

completion(CompletionRequest, boolean, String) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient

Completion() - Constructor for class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModelResponse.Completion

CompletionReason() - Constructor for class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModelResponse.CompletionReason

CompletionRequest - Class in dev.langchain4j.model.qianfan.client.completion

CompletionRequest.Builder - Class in dev.langchain4j.model.qianfan.client.completion

CompletionResponse - Class in dev.langchain4j.model.qianfan.client.completion

CompletionResponse() - Constructor for class dev.langchain4j.model.qianfan.client.completion.CompletionResponse

completionTokens() - Method in class dev.langchain4j.model.qianfan.client.Usage

completionTokens(Integer) - Method in class dev.langchain4j.model.qianfan.client.Usage.Builder

completionTokens(Integer) - Method in class dev.langchain4j.model.zhipu.shared.Usage.Builder

CompressingQueryTransformer - Class in dev.langchain4j.rag.query.transformer

A QueryTransformer that leverages a ChatLanguageModel to condense a given Query along with a chat memory (previous conversation history) into a concise Query.

CompressingQueryTransformer(ChatLanguageModel) - Constructor for class dev.langchain4j.rag.query.transformer.CompressingQueryTransformer

CompressingQueryTransformer(ChatLanguageModel, PromptTemplate) - Constructor for class dev.langchain4j.rag.query.transformer.CompressingQueryTransformer

CompressRate() - Constructor for class dev.langchain4j.store.embedding.vearch.SpaceStoreParam.CompressRate

connectionString(String) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

Sets the Azure CosmosDB Mongo vCore connectionString.

connectTimeout(Duration) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

connectTimeout(Duration) - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient.Builder

consistencyLevel(ConsistencyLevelEnum) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

contactPoints(List<String>) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

contactPoints(List<String>) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.Builder

containsKey(String) - Method in class dev.langchain4j.data.document.Metadata

Check whether this Metadata contains a given key.

content - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageResponse

content - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicMessage

content - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicResponseMessage

content - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicToolResultContent

content() - Method in class dev.langchain4j.model.output.Response

Get the content.

content() - Method in class dev.langchain4j.model.qianfan.client.chat.Message

content() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionResponse

content() - Method in class dev.langchain4j.web.search.WebSearchOrganicResult

Returns the content scraped from the web page.

content(String) - Method in class dev.langchain4j.model.qianfan.client.chat.Examples.Builder

content(String) - Method in class dev.langchain4j.model.qianfan.client.chat.Message.Builder

content(String) - Method in class dev.langchain4j.model.zhipu.chat.AssistantMessage.Builder

content(String) - Method in class dev.langchain4j.model.zhipu.chat.Delta.Builder

content(String) - Method in class dev.langchain4j.model.zhipu.chat.SystemMessage.Builder

content(String) - Method in class dev.langchain4j.model.zhipu.chat.ToolMessage.Builder

content(String) - Method in class dev.langchain4j.model.zhipu.chat.UserMessage.Builder

Content - Class in dev.langchain4j.rag.content

Represents content relevant to a user Query with the potential to enhance and ground the LLM's response.

Content - Interface in dev.langchain4j.data.message

Abstract base interface for message content.

Content(TextSegment) - Constructor for class dev.langchain4j.rag.content.Content

Content(String) - Constructor for class dev.langchain4j.rag.content.Content

CONTENT_FILTER - Enum constant in enum class dev.langchain4j.model.output.FinishReason

The call finished signalling a need for content filtering.

ContentAggregator - Interface in dev.langchain4j.rag.content.aggregator

Aggregates all Contents retrieved from all ContentRetrievers using all Querys.

contentBlock - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicStreamingData

ContentInjector - Interface in dev.langchain4j.rag.content.injector

Injects given Contents into a given UserMessage.

contentRetriever(ContentRetriever) - Method in class dev.langchain4j.chain.ConversationalRetrievalChain.Builder

contentRetriever(ContentRetriever) - Method in class dev.langchain4j.rag.DefaultRetrievalAugmentor.DefaultRetrievalAugmentorBuilder

contentRetriever(ContentRetriever) - Method in class dev.langchain4j.service.AiServices

Configures a content retriever to be invoked on every method call for retrieving relevant content related to the user's message from an underlying data source (e.g., an embedding store in the case of an EmbeddingStoreContentRetriever).

ContentRetriever - Interface in dev.langchain4j.rag.content.retriever

Retrieves Contents from an underlying data source using a given Query.

contents() - Method in class dev.langchain4j.data.message.UserMessage

The contents of the message.

ContentType - Enum Class in dev.langchain4j.data.message

The type of content, e.g.

context - Variable in class dev.langchain4j.service.AiServices

ConversationalChain - Class in dev.langchain4j.chain

A chain for conversing with a specified ChatLanguageModel while maintaining a memory of the conversation.

ConversationalRetrievalChain - Class in dev.langchain4j.chain

A chain for conversing with a specified ChatLanguageModel based on the information retrieved by a specified ContentRetriever.

ConversationalRetrievalChain(ChatLanguageModel, ChatMemory, PromptTemplate, Retriever<TextSegment>) - Constructor for class dev.langchain4j.chain.ConversationalRetrievalChain

Deprecated.

ConversationalRetrievalChain(ChatLanguageModel, ChatMemory, ContentRetriever) - Constructor for class dev.langchain4j.chain.ConversationalRetrievalChain

ConversationalRetrievalChain(ChatLanguageModel, ChatMemory, RetrievalAugmentor) - Constructor for class dev.langchain4j.chain.ConversationalRetrievalChain

ConversationalRetrievalChain.Builder - Class in dev.langchain4j.chain

copy() - Method in class dev.langchain4j.data.document.Metadata

Copies the metadata.

copyIfNotNull(List<T>) - Static method in class dev.langchain4j.internal.Utils

Returns an (unmodifiable) copy of the provided list.

COS - Enum constant in enum class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.SimilarityMetric

CosineSimilarity - Class in dev.langchain4j.store.embedding

Utility class for calculating cosine similarity between two vectors.

create() - Method in class dev.langchain4j.data.document.parser.apache.tika.ApacheTikaDocumentParserFactory

create() - Method in class dev.langchain4j.data.document.splitter.recursive.RecursiveDocumentSplitterFactory

create() - Method in interface dev.langchain4j.spi.data.document.parser.DocumentParserFactory

create() - Method in interface dev.langchain4j.spi.data.document.splitter.DocumentSplitterFactory

create() - Method in interface dev.langchain4j.spi.data.message.ChatMessageJsonCodecFactory

Creates a new ChatMessageJsonCodec object.

create() - Method in interface dev.langchain4j.spi.json.JsonCodecFactory

Create a new Json.JsonCodec.

create() - Method in interface dev.langchain4j.spi.model.embedding.EmbeddingModelFactory

create() - Method in interface dev.langchain4j.spi.store.embedding.inmemory.InMemoryEmbeddingStoreJsonCodecFactory

create() - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore

Create the table if not exist.

create(HuggingFaceClientFactory.Input) - Method in interface dev.langchain4j.model.huggingface.spi.HuggingFaceClientFactory

create(AiServiceContext) - Method in interface dev.langchain4j.spi.services.AiServicesFactory

create(PromptTemplateFactory.Input) - Method in interface dev.langchain4j.spi.prompt.PromptTemplateFactory

Create a new prompt template.

create(Class<T>, ChatLanguageModel) - Static method in class dev.langchain4j.service.AiServices

Creates an AI Service (an implementation of the provided interface), that is backed by the provided chat model.

create(Class<T>, StreamingChatLanguageModel) - Static method in class dev.langchain4j.service.AiServices

Creates an AI Service (an implementation of the provided interface), that is backed by the provided streaming chat model.

createCache() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns the value of the createCache record component.

createCache(boolean) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Create cache in the server

createCollectionOptions(CreateCollectionOptions) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

createCollectionOptions(CreateCollectionOptions) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore.Builder

created() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse

created(Integer) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

created(Integer) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse.Builder

created(Integer) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionResponse.Builder

createDatabase(CreateDatabaseRequest) - Method in interface dev.langchain4j.store.embedding.vearch.VearchApi

createIndex(Boolean) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

Set to true if you want the application to create an index, or false if you want to create it manually.

createIndex(Boolean) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore.Builder

Set whether in production mode, production mode will not create index automatically

createMessage(AnthropicCreateMessageRequest) - Method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient

createMessage(AnthropicCreateMessageRequest) - Method in class dev.langchain4j.model.anthropic.internal.client.DefaultAnthropicClient

createMessage(AnthropicCreateMessageRequest, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient

createMessage(AnthropicCreateMessageRequest, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.anthropic.internal.client.DefaultAnthropicClient

createMessage(String, String, String, AnthropicCreateMessageRequest) - Method in interface dev.langchain4j.model.anthropic.internal.api.AnthropicApi

createOrUpdateIndex(boolean) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever.Builder

Whether to create or update the search index.

createOrUpdateIndex(boolean) - Method in class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore.Builder

Whether to create or update the search index.

createOrUpdateIndex(int) - Method in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

Creates or updates the index using a ready-made index.

createPrompt(UserMessage, List<Content>) - Method in class dev.langchain4j.rag.content.injector.DefaultContentInjector

createPrompt(Query) - Method in class dev.langchain4j.rag.query.router.LanguageModelQueryRouter

createPrompt(Query) - Method in class dev.langchain4j.rag.query.transformer.ExpandingQueryTransformer

createPrompt(Query) - Method in class dev.langchain4j.store.embedding.filter.builder.sql.LanguageModelSqlFilterBuilder

createPrompt(Query, String) - Method in class dev.langchain4j.rag.query.transformer.CompressingQueryTransformer

createSpace(String, CreateSpaceRequest) - Method in interface dev.langchain4j.store.embedding.vearch.VearchApi

createTableStatement - Variable in class dev.langchain4j.store.embedding.filter.builder.sql.LanguageModelSqlFilterBuilder

cyberpunk - Enum constant in enum class dev.langchain4j.model.vertexai.VertexAiImageModel.ImageStyle

D

DALL_E_2 - Enum constant in enum class dev.langchain4j.model.openai.OpenAiImageModelName

DALL_E_2 - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

DALL_E_3 - Enum constant in enum class dev.langchain4j.model.openai.OpenAiImageModelName

DALL_E_3 - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

DALL_E_3 - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

data - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicImageContentSource

data() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse

data(List<EmbeddingData>) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse.Builder

data(List<Embedding>) - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingResponse.Builder

databaseId(UUID) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.BuilderAstra

databaseId(UUID) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.BuilderAstra

databaseName(String) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

databaseName(String) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

databaseName(String) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore.Builder

databaseRegion(String) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.BuilderAstra

databaseRegion(String) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.BuilderAstra

datasource - Variable in class dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore

Datasource used to create the store

dataSources(List<AzureChatExtensionConfiguration>) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

dataSources(List<AzureChatExtensionConfiguration>) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

DateOutputParser - Class in dev.langchain4j.model.output

DateOutputParser() - Constructor for class dev.langchain4j.model.output.DateOutputParser

decode(List<Integer>) - Method in class dev.langchain4j.model.openai.OpenAiTokenizer

DEFAULT - Static variable in class dev.langchain4j.service.AiServices

DEFAULT_CACHE_CONFIG - Static variable in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Default Cache Config

DEFAULT_CONTENT_HANDLER_SUPPLIER - Static variable in class dev.langchain4j.data.document.parser.apache.tika.ApacheTikaDocumentParser

DEFAULT_DISTANCE - Static variable in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

The default distance to for the search

DEFAULT_FIELD_CONTENT - Static variable in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

DEFAULT_FIELD_CONTENT_VECTOR - Variable in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

DEFAULT_FIELD_METADATA - Static variable in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

DEFAULT_FIELD_METADATA_ATTRS - Static variable in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

DEFAULT_FIELD_METADATA_SOURCE - Static variable in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

DEFAULT_FILTER - Static variable in class dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever

DEFAULT_ITEM_PACKAGE - Static variable in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Default package of the schema

DEFAULT_LANGCHAIN_ITEM - Static variable in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Default name of the protobuf langchain item.

DEFAULT_MAX_RESULTS - Static variable in class dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever

DEFAULT_METADATA_ITEM - Static variable in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Default name of the protobuf metadata item.

DEFAULT_METADATA_SUPPLIER - Static variable in class dev.langchain4j.data.document.parser.apache.tika.ApacheTikaDocumentParser

DEFAULT_MIN_SCORE - Static variable in class dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever

DEFAULT_N - Static variable in class dev.langchain4j.rag.query.transformer.ExpandingQueryTransformer

DEFAULT_PARSE_CONTEXT_SUPPLIER - Static variable in class dev.langchain4j.data.document.parser.apache.tika.ApacheTikaDocumentParser

DEFAULT_PARSER_SUPPLIER - Static variable in class dev.langchain4j.data.document.parser.apache.tika.ApacheTikaDocumentParser

DEFAULT_PORT - Static variable in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

DEFAULT_PORT - Static variable in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.Builder

DEFAULT_PROMPT_TEMPLATE - Static variable in class dev.langchain4j.rag.content.injector.DefaultContentInjector

DEFAULT_PROMPT_TEMPLATE - Static variable in class dev.langchain4j.rag.query.router.LanguageModelQueryRouter

DEFAULT_PROMPT_TEMPLATE - Static variable in class dev.langchain4j.rag.query.transformer.CompressingQueryTransformer

DEFAULT_PROMPT_TEMPLATE - Static variable in class dev.langchain4j.rag.query.transformer.ExpandingQueryTransformer

DEFAULT_QUERY_SELECTOR - Static variable in class dev.langchain4j.rag.content.aggregator.ReRankingContentAggregator

DEFAULT_RETRY_POLICY - Static variable in class dev.langchain4j.internal.RetryUtils

Default retry policy used by RetryUtils.withRetry(Callable).

DEFAULT_SIMILARITY - Static variable in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Default vector similarity

DEFAULT_TABLE_NAME - Static variable in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore

Default message store.

DefaultAnthropicClient - Class in dev.langchain4j.model.anthropic.internal.client

DefaultAnthropicClient.Builder - Class in dev.langchain4j.model.anthropic.internal.client

defaultConfig() - Static method in class dev.langchain4j.store.embedding.pgvector.DefaultMetadataStorageConfig

Default configuration

DefaultContentAggregator - Class in dev.langchain4j.rag.content.aggregator

Default implementation of ContentAggregator intended to be suitable for the majority of use cases.

DefaultContentAggregator() - Constructor for class dev.langchain4j.rag.content.aggregator.DefaultContentAggregator

DefaultContentInjector - Class in dev.langchain4j.rag.content.injector

Default implementation of ContentInjector intended to be suitable for the majority of use cases.

DefaultContentInjector() - Constructor for class dev.langchain4j.rag.content.injector.DefaultContentInjector

DefaultContentInjector(PromptTemplate) - Constructor for class dev.langchain4j.rag.content.injector.DefaultContentInjector

DefaultContentInjector(PromptTemplate, List<String>) - Constructor for class dev.langchain4j.rag.content.injector.DefaultContentInjector

DefaultContentInjector(List<String>) - Constructor for class dev.langchain4j.rag.content.injector.DefaultContentInjector

defaultIndexMapping() - Static method in class dev.langchain4j.store.embedding.mongodb.IndexMapping

DefaultMetadataStorageConfig - Class in dev.langchain4j.store.embedding.pgvector

Metadata configuration implementation

DefaultMetadataStorageConfig() - Constructor for class dev.langchain4j.store.embedding.pgvector.DefaultMetadataStorageConfig

Just for warnings ?

DefaultMistralAiHelper - Class in dev.langchain4j.model.mistralai

DefaultMistralAiHelper() - Constructor for class dev.langchain4j.model.mistralai.DefaultMistralAiHelper

DefaultQueryRouter - Class in dev.langchain4j.rag.query.router

Default implementation of QueryRouter intended to be suitable for the majority of use cases.

DefaultQueryRouter(ContentRetriever...) - Constructor for class dev.langchain4j.rag.query.router.DefaultQueryRouter

DefaultQueryRouter(Collection<ContentRetriever>) - Constructor for class dev.langchain4j.rag.query.router.DefaultQueryRouter

DefaultQueryTransformer - Class in dev.langchain4j.rag.query.transformer

Default implementation of QueryTransformer intended to be suitable for the majority of use cases.

DefaultQueryTransformer() - Constructor for class dev.langchain4j.rag.query.transformer.DefaultQueryTransformer

DefaultRetrievalAugmentor - Class in dev.langchain4j.rag

The default implementation of RetrievalAugmentor intended to be suitable for the majority of use cases.

DefaultRetrievalAugmentor(QueryTransformer, QueryRouter, ContentAggregator, ContentInjector, Executor) - Constructor for class dev.langchain4j.rag.DefaultRetrievalAugmentor

DefaultRetrievalAugmentor.DefaultRetrievalAugmentorBuilder - Class in dev.langchain4j.rag

DefaultRetrievalAugmentorBuilder() - Constructor for class dev.langchain4j.rag.DefaultRetrievalAugmentor.DefaultRetrievalAugmentorBuilder

DefaultStructuredPromptFactory - Class in dev.langchain4j.model.input.structured

Default implementation of StructuredPromptFactory.

DefaultStructuredPromptFactory() - Constructor for class dev.langchain4j.model.input.structured.DefaultStructuredPromptFactory

Create a default structured prompt factory.

defaultSubSplitter() - Method in class dev.langchain4j.data.document.splitter.DocumentByCharacterSplitter

defaultSubSplitter() - Method in class dev.langchain4j.data.document.splitter.DocumentByLineSplitter

defaultSubSplitter() - Method in class dev.langchain4j.data.document.splitter.DocumentByParagraphSplitter

defaultSubSplitter() - Method in class dev.langchain4j.data.document.splitter.DocumentByRegexSplitter

defaultSubSplitter() - Method in class dev.langchain4j.data.document.splitter.DocumentBySentenceSplitter

defaultSubSplitter() - Method in class dev.langchain4j.data.document.splitter.DocumentByWordSplitter

defaultSubSplitter() - Method in class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

The default sub-splitter to use when a single segment is too long.

DefaultToolExecutor - Class in dev.langchain4j.agent.tool

DefaultToolExecutor(Object, Method) - Constructor for class dev.langchain4j.agent.tool.DefaultToolExecutor

delayMillis(int) - Method in class dev.langchain4j.internal.RetryUtils.RetryPolicy.Builder

Sets the base delay in milliseconds.

delete() - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Delete the table.

delete() - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore

Delete the table.

deleteIndex() - Method in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

deleteMessages(Object) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore

Deletes all messages for a specified chat memory.

deleteMessages(Object) - Method in interface dev.langchain4j.store.memory.chat.ChatMemoryStore

Deletes all messages for a specified chat memory.

deleteMessages(Object) - Method in class dev.langchain4j.store.memory.chat.InMemoryChatMemoryStore

deleteSpace() - Method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore

deleteSpace(String, String) - Method in interface dev.langchain4j.store.embedding.vearch.VearchApi

delimiter() - Element in annotation interface dev.langchain4j.model.input.structured.StructuredPrompt

The delimiter to join the lines of the prompt template.

delimiter() - Element in annotation interface dev.langchain4j.service.SystemMessage

delimiter() - Element in annotation interface dev.langchain4j.service.UserMessage

delta - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicStreamingData

delta(Delta) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionChoice.Builder

Delta - Class in dev.langchain4j.model.zhipu.chat

Delta.Builder - Class in dev.langchain4j.model.zhipu.chat

deploymentName(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

Sets the deployment name in Azure OpenAI.

deploymentName(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

Sets the deployment name in Azure OpenAI.

deploymentName(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the deployment name in Azure OpenAI.

deploymentName(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

Sets the deployment name in Azure OpenAI.

deploymentName(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

Sets the deployment name in Azure OpenAI.

deploymentName(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

Sets the deployment name in Azure OpenAI.

description - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicTool

description() - Method in class dev.langchain4j.agent.tool.ToolSpecification

Returns the description of the tool.

description() - Method in class dev.langchain4j.model.qianfan.client.chat.Function

description() - Method in class dev.langchain4j.model.zhipu.chat.Function

description() - Method in class dev.langchain4j.store.embedding.filter.builder.sql.ColumnDefinition

description() - Method in class dev.langchain4j.store.embedding.filter.builder.sql.TableDefinition

description(String) - Static method in class dev.langchain4j.agent.tool.JsonSchemaProperty

Construct a property with key "description" and value.

description(String) - Method in class dev.langchain4j.agent.tool.ToolSpecification.Builder

Sets the description.

description(String) - Method in class dev.langchain4j.model.qianfan.client.chat.Function.Builder

description(String) - Static method in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

description(String) - Method in class dev.langchain4j.model.zhipu.chat.Function.Builder

description(String) - Method in class dev.langchain4j.store.embedding.filter.builder.sql.TableDefinition.Builder

Description - Annotation Interface in dev.langchain4j.model.output.structured

Annotation to attach a description to a class field.

detailLevel() - Method in class dev.langchain4j.data.message.ImageContent

Get the DetailLevel.

dev.langchain4j - package dev.langchain4j

dev.langchain4j.agent.tool - package dev.langchain4j.agent.tool

dev.langchain4j.agent.tool.graalvm - package dev.langchain4j.agent.tool.graalvm

dev.langchain4j.chain - package dev.langchain4j.chain

dev.langchain4j.classification - package dev.langchain4j.classification

dev.langchain4j.code - package dev.langchain4j.code

dev.langchain4j.code.graalvm - package dev.langchain4j.code.graalvm

dev.langchain4j.data.document - package dev.langchain4j.data.document

dev.langchain4j.data.document.loader - package dev.langchain4j.data.document.loader

dev.langchain4j.data.document.loader.amazon.s3 - package dev.langchain4j.data.document.loader.amazon.s3

dev.langchain4j.data.document.loader.azure.storage.blob - package dev.langchain4j.data.document.loader.azure.storage.blob

dev.langchain4j.data.document.loader.github - package dev.langchain4j.data.document.loader.github

dev.langchain4j.data.document.loader.tencent.cos - package dev.langchain4j.data.document.loader.tencent.cos

dev.langchain4j.data.document.parser - package dev.langchain4j.data.document.parser

dev.langchain4j.data.document.parser.apache.pdfbox - package dev.langchain4j.data.document.parser.apache.pdfbox

dev.langchain4j.data.document.parser.apache.poi - package dev.langchain4j.data.document.parser.apache.poi

dev.langchain4j.data.document.parser.apache.tika - package dev.langchain4j.data.document.parser.apache.tika

dev.langchain4j.data.document.source - package dev.langchain4j.data.document.source

dev.langchain4j.data.document.source.amazon.s3 - package dev.langchain4j.data.document.source.amazon.s3

dev.langchain4j.data.document.source.azure.storage.blob - package dev.langchain4j.data.document.source.azure.storage.blob

dev.langchain4j.data.document.source.github - package dev.langchain4j.data.document.source.github

dev.langchain4j.data.document.source.tencent.cos - package dev.langchain4j.data.document.source.tencent.cos

dev.langchain4j.data.document.splitter - package dev.langchain4j.data.document.splitter

dev.langchain4j.data.document.splitter.recursive - package dev.langchain4j.data.document.splitter.recursive

dev.langchain4j.data.document.transformer - package dev.langchain4j.data.document.transformer

dev.langchain4j.data.embedding - package dev.langchain4j.data.embedding

dev.langchain4j.data.image - package dev.langchain4j.data.image

dev.langchain4j.data.message - package dev.langchain4j.data.message

dev.langchain4j.data.segment - package dev.langchain4j.data.segment

dev.langchain4j.exception - package dev.langchain4j.exception

dev.langchain4j.internal - package dev.langchain4j.internal

dev.langchain4j.memory - package dev.langchain4j.memory

dev.langchain4j.memory.chat - package dev.langchain4j.memory.chat

dev.langchain4j.model - package dev.langchain4j.model

dev.langchain4j.model.anthropic - package dev.langchain4j.model.anthropic

dev.langchain4j.model.anthropic.internal.api - package dev.langchain4j.model.anthropic.internal.api

dev.langchain4j.model.anthropic.internal.client - package dev.langchain4j.model.anthropic.internal.client

dev.langchain4j.model.anthropic.internal.mapper - package dev.langchain4j.model.anthropic.internal.mapper

dev.langchain4j.model.azure - package dev.langchain4j.model.azure

dev.langchain4j.model.azure.spi - package dev.langchain4j.model.azure.spi

dev.langchain4j.model.bedrock - package dev.langchain4j.model.bedrock

dev.langchain4j.model.bedrock.internal - package dev.langchain4j.model.bedrock.internal

dev.langchain4j.model.chat - package dev.langchain4j.model.chat

dev.langchain4j.model.chatglm - package dev.langchain4j.model.chatglm

dev.langchain4j.model.chatglm.spi - package dev.langchain4j.model.chatglm.spi

dev.langchain4j.model.cohere - package dev.langchain4j.model.cohere

dev.langchain4j.model.dashscope - package dev.langchain4j.model.dashscope

dev.langchain4j.model.dashscope.spi - package dev.langchain4j.model.dashscope.spi

dev.langchain4j.model.embedding - package dev.langchain4j.model.embedding

dev.langchain4j.model.huggingface - package dev.langchain4j.model.huggingface

dev.langchain4j.model.huggingface.client - package dev.langchain4j.model.huggingface.client

dev.langchain4j.model.huggingface.spi - package dev.langchain4j.model.huggingface.spi

dev.langchain4j.model.image - package dev.langchain4j.model.image

dev.langchain4j.model.input - package dev.langchain4j.model.input

dev.langchain4j.model.input.structured - package dev.langchain4j.model.input.structured

dev.langchain4j.model.language - package dev.langchain4j.model.language

dev.langchain4j.model.localai - package dev.langchain4j.model.localai

dev.langchain4j.model.localai.spi - package dev.langchain4j.model.localai.spi

dev.langchain4j.model.mistralai - package dev.langchain4j.model.mistralai

dev.langchain4j.model.mistralai.spi - package dev.langchain4j.model.mistralai.spi

dev.langchain4j.model.moderation - package dev.langchain4j.model.moderation

dev.langchain4j.model.nomic - package dev.langchain4j.model.nomic

dev.langchain4j.model.ollama - package dev.langchain4j.model.ollama

dev.langchain4j.model.ollama.spi - package dev.langchain4j.model.ollama.spi

dev.langchain4j.model.openai - package dev.langchain4j.model.openai

dev.langchain4j.model.openai.spi - package dev.langchain4j.model.openai.spi

dev.langchain4j.model.output - package dev.langchain4j.model.output

dev.langchain4j.model.output.structured - package dev.langchain4j.model.output.structured

dev.langchain4j.model.qianfan - package dev.langchain4j.model.qianfan

dev.langchain4j.model.qianfan.client - package dev.langchain4j.model.qianfan.client

dev.langchain4j.model.qianfan.client.chat - package dev.langchain4j.model.qianfan.client.chat

dev.langchain4j.model.qianfan.client.completion - package dev.langchain4j.model.qianfan.client.completion

dev.langchain4j.model.qianfan.client.embedding - package dev.langchain4j.model.qianfan.client.embedding

dev.langchain4j.model.qianfan.spi - package dev.langchain4j.model.qianfan.spi

dev.langchain4j.model.scoring - package dev.langchain4j.model.scoring

dev.langchain4j.model.vertexai - package dev.langchain4j.model.vertexai

dev.langchain4j.model.vertexai.spi - package dev.langchain4j.model.vertexai.spi

dev.langchain4j.model.zhipu - package dev.langchain4j.model.zhipu

dev.langchain4j.model.zhipu.chat - package dev.langchain4j.model.zhipu.chat

dev.langchain4j.model.zhipu.embedding - package dev.langchain4j.model.zhipu.embedding

dev.langchain4j.model.zhipu.shared - package dev.langchain4j.model.zhipu.shared

dev.langchain4j.model.zhipu.spi - package dev.langchain4j.model.zhipu.spi

dev.langchain4j.rag - package dev.langchain4j.rag

dev.langchain4j.rag.content - package dev.langchain4j.rag.content

dev.langchain4j.rag.content.aggregator - package dev.langchain4j.rag.content.aggregator

dev.langchain4j.rag.content.injector - package dev.langchain4j.rag.content.injector

dev.langchain4j.rag.content.retriever - package dev.langchain4j.rag.content.retriever

dev.langchain4j.rag.content.retriever.azure.search - package dev.langchain4j.rag.content.retriever.azure.search

dev.langchain4j.rag.content.retriever.neo4j - package dev.langchain4j.rag.content.retriever.neo4j

dev.langchain4j.rag.query - package dev.langchain4j.rag.query

dev.langchain4j.rag.query.router - package dev.langchain4j.rag.query.router

dev.langchain4j.rag.query.transformer - package dev.langchain4j.rag.query.transformer

dev.langchain4j.retriever - package dev.langchain4j.retriever

dev.langchain4j.service - package dev.langchain4j.service

dev.langchain4j.spi - package dev.langchain4j.spi

dev.langchain4j.spi.data.document.parser - package dev.langchain4j.spi.data.document.parser

dev.langchain4j.spi.data.document.splitter - package dev.langchain4j.spi.data.document.splitter

dev.langchain4j.spi.data.message - package dev.langchain4j.spi.data.message

dev.langchain4j.spi.json - package dev.langchain4j.spi.json

dev.langchain4j.spi.model.embedding - package dev.langchain4j.spi.model.embedding

dev.langchain4j.spi.prompt - package dev.langchain4j.spi.prompt

dev.langchain4j.spi.prompt.structured - package dev.langchain4j.spi.prompt.structured

dev.langchain4j.spi.services - package dev.langchain4j.spi.services

dev.langchain4j.spi.store.embedding.inmemory - package dev.langchain4j.spi.store.embedding.inmemory

dev.langchain4j.store.embedding - package dev.langchain4j.store.embedding

dev.langchain4j.store.embedding.astradb - package dev.langchain4j.store.embedding.astradb

dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore - package dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore

dev.langchain4j.store.embedding.azure.search - package dev.langchain4j.store.embedding.azure.search

dev.langchain4j.store.embedding.cassandra - package dev.langchain4j.store.embedding.cassandra

dev.langchain4j.store.embedding.chroma - package dev.langchain4j.store.embedding.chroma

dev.langchain4j.store.embedding.elasticsearch - package dev.langchain4j.store.embedding.elasticsearch

dev.langchain4j.store.embedding.filter - package dev.langchain4j.store.embedding.filter

dev.langchain4j.store.embedding.filter.builder.sql - package dev.langchain4j.store.embedding.filter.builder.sql

dev.langchain4j.store.embedding.filter.comparison - package dev.langchain4j.store.embedding.filter.comparison

dev.langchain4j.store.embedding.filter.logical - package dev.langchain4j.store.embedding.filter.logical

dev.langchain4j.store.embedding.filter.parser.sql - package dev.langchain4j.store.embedding.filter.parser.sql

dev.langchain4j.store.embedding.infinispan - package dev.langchain4j.store.embedding.infinispan

dev.langchain4j.store.embedding.inmemory - package dev.langchain4j.store.embedding.inmemory

dev.langchain4j.store.embedding.milvus - package dev.langchain4j.store.embedding.milvus

dev.langchain4j.store.embedding.mongodb - package dev.langchain4j.store.embedding.mongodb

dev.langchain4j.store.embedding.neo4j - package dev.langchain4j.store.embedding.neo4j

dev.langchain4j.store.embedding.opensearch - package dev.langchain4j.store.embedding.opensearch

dev.langchain4j.store.embedding.pgvector - package dev.langchain4j.store.embedding.pgvector

dev.langchain4j.store.embedding.pinecone - package dev.langchain4j.store.embedding.pinecone

dev.langchain4j.store.embedding.qdrant - package dev.langchain4j.store.embedding.qdrant

dev.langchain4j.store.embedding.redis - package dev.langchain4j.store.embedding.redis

dev.langchain4j.store.embedding.vearch - package dev.langchain4j.store.embedding.vearch

dev.langchain4j.store.embedding.vespa - package dev.langchain4j.store.embedding.vespa

dev.langchain4j.store.embedding.weaviate - package dev.langchain4j.store.embedding.weaviate

dev.langchain4j.store.graph.neo4j - package dev.langchain4j.store.graph.neo4j

dev.langchain4j.store.memory.chat - package dev.langchain4j.store.memory.chat

dev.langchain4j.store.memory.chat.cassandra - package dev.langchain4j.store.memory.chat.cassandra

dev.langchain4j.web.search - package dev.langchain4j.web.search

digital_art - Enum constant in enum class dev.langchain4j.model.vertexai.VertexAiImageModel.ImageStyle

DigitalArt - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

dimension - Variable in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

dimension() - Method in class dev.langchain4j.data.embedding.Embedding

Returns the dimension of the vector.

dimension() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns the value of the dimension record component.

dimension(int) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.BuilderAstra

dimension(Integer) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

dimension(Integer) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore.Builder

dimension(Integer) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Infinispan vector dimension

dimension(Integer) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

dimension(Integer) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore.Builder

dimensions(int) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever.Builder

If using the ready-made index, sets the number of dimensions of the embeddings.

dimensions(int) - Method in class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore.Builder

If using the ready-made index, sets the number of dimensions of the embeddings.

dimensions(Integer) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

DisabledChatLanguageModel - Class in dev.langchain4j.model.chat

A ChatLanguageModel which throws a ModelDisabledException for all of its methods

DisabledChatLanguageModel() - Constructor for class dev.langchain4j.model.chat.DisabledChatLanguageModel

DisabledEmbeddingModel - Class in dev.langchain4j.model.embedding

An EmbeddingModel which throws a ModelDisabledException for all of its methods

DisabledEmbeddingModel() - Constructor for class dev.langchain4j.model.embedding.DisabledEmbeddingModel

DisabledImageModel - Class in dev.langchain4j.model.image

An ImageModel which throws a ModelDisabledException for all of its methods

DisabledImageModel() - Constructor for class dev.langchain4j.model.image.DisabledImageModel

DisabledLanguageModel - Class in dev.langchain4j.model.language

A LanguageModel which throws a ModelDisabledException for all of its methods

DisabledLanguageModel() - Constructor for class dev.langchain4j.model.language.DisabledLanguageModel

DisabledModerationModel - Class in dev.langchain4j.model.moderation

A ModerationModel which throws a ModelDisabledException for all of its methods

DisabledModerationModel() - Constructor for class dev.langchain4j.model.moderation.DisabledModerationModel

DisabledStreamingChatLanguageModel - Class in dev.langchain4j.model.chat

A StreamingChatLanguageModel which throws a ModelDisabledException for all of its methods

DisabledStreamingChatLanguageModel() - Constructor for class dev.langchain4j.model.chat.DisabledStreamingChatLanguageModel

DisabledStreamingLanguageModel - Class in dev.langchain4j.model.language

A StreamingLanguageModel which throws a ModelDisabledException for all of its methods

DisabledStreamingLanguageModel() - Constructor for class dev.langchain4j.model.language.DisabledStreamingLanguageModel

distance() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns the value of the distance record component.

distance(Integer) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Infinispan distance for knn query

DO_NOT_ROUTE - Enum constant in enum class dev.langchain4j.rag.query.router.LanguageModelQueryRouter.FallbackStrategy

In this case, the Query will not be routed to any ContentRetriever, thus skipping the RAG flow.

document(String) - Static method in class dev.langchain4j.data.document.Document

Creates a new Document from the given text.

document(String, Metadata) - Static method in class dev.langchain4j.data.document.Document

Creates a new Document from the given text.

Document - Class in dev.langchain4j.data.document

Represents an unstructured piece of text that usually corresponds to a content of a single file.

Document - Class in dev.langchain4j.store.embedding.azure.search

Document() - Constructor for class dev.langchain4j.store.embedding.azure.search.Document

Document(String) - Constructor for class dev.langchain4j.data.document.Document

Creates a new Document from the given text.

Document(String, Metadata) - Constructor for class dev.langchain4j.data.document.Document

Creates a new Document from the given text.

Document.Metadata - Class in dev.langchain4j.store.embedding.azure.search

Document.Metadata.Attribute - Class in dev.langchain4j.store.embedding.azure.search

DocumentByCharacterSplitter - Class in dev.langchain4j.data.document.splitter

Splits the provided Document into characters and attempts to fit as many characters as possible into a single TextSegment, adhering to the limit set by maxSegmentSize.

DocumentByCharacterSplitter(int, int) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByCharacterSplitter

DocumentByCharacterSplitter(int, int, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByCharacterSplitter

DocumentByCharacterSplitter(int, int, Tokenizer) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByCharacterSplitter

DocumentByCharacterSplitter(int, int, Tokenizer, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByCharacterSplitter

DocumentByLineSplitter - Class in dev.langchain4j.data.document.splitter

Splits the provided Document into lines and attempts to fit as many lines as possible into a single TextSegment, adhering to the limit set by maxSegmentSize.

DocumentByLineSplitter(int, int) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByLineSplitter

DocumentByLineSplitter(int, int, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByLineSplitter

DocumentByLineSplitter(int, int, Tokenizer) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByLineSplitter

DocumentByLineSplitter(int, int, Tokenizer, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByLineSplitter

DocumentByParagraphSplitter - Class in dev.langchain4j.data.document.splitter

Splits the provided Document into paragraphs and attempts to fit as many paragraphs as possible into a single TextSegment, adhering to the limit set by maxSegmentSize.

DocumentByParagraphSplitter(int, int) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByParagraphSplitter

DocumentByParagraphSplitter(int, int, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByParagraphSplitter

DocumentByParagraphSplitter(int, int, Tokenizer) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByParagraphSplitter

DocumentByParagraphSplitter(int, int, Tokenizer, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByParagraphSplitter

DocumentByRegexSplitter - Class in dev.langchain4j.data.document.splitter

Splits the provided Document into parts using the provided regex and attempts to fit as many parts as possible into a single TextSegment, adhering to the limit set by maxSegmentSize.

DocumentByRegexSplitter(String, String, int, int) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByRegexSplitter

DocumentByRegexSplitter(String, String, int, int, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByRegexSplitter

DocumentByRegexSplitter(String, String, int, int, Tokenizer) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByRegexSplitter

DocumentByRegexSplitter(String, String, int, int, Tokenizer, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByRegexSplitter

DocumentBySentenceSplitter - Class in dev.langchain4j.data.document.splitter

Splits the provided Document into sentences and attempts to fit as many sentences as possible into a single TextSegment, adhering to the limit set by maxSegmentSize.

DocumentBySentenceSplitter(int, int) - Constructor for class dev.langchain4j.data.document.splitter.DocumentBySentenceSplitter

DocumentBySentenceSplitter(int, int, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.DocumentBySentenceSplitter

DocumentBySentenceSplitter(int, int, Tokenizer) - Constructor for class dev.langchain4j.data.document.splitter.DocumentBySentenceSplitter

DocumentBySentenceSplitter(int, int, Tokenizer, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.DocumentBySentenceSplitter

DocumentByWordSplitter - Class in dev.langchain4j.data.document.splitter

Splits the provided Document into words and attempts to fit as many words as possible into a single TextSegment, adhering to the limit set by maxSegmentSize.

DocumentByWordSplitter(int, int) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByWordSplitter

DocumentByWordSplitter(int, int, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByWordSplitter

DocumentByWordSplitter(int, int, Tokenizer) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByWordSplitter

DocumentByWordSplitter(int, int, Tokenizer, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.DocumentByWordSplitter

DocumentLoader - Class in dev.langchain4j.data.document

Utility class for loading documents.

DocumentParser - Interface in dev.langchain4j.data.document

Defines the interface for parsing an InputStream into a Document.

DocumentParserFactory - Interface in dev.langchain4j.spi.data.document.parser

A factory for creating DocumentParser instances through SPI.

DocumentSource - Interface in dev.langchain4j.data.document

Defines the interface for a Document source.

documentSplitter(DocumentSplitter) - Method in class dev.langchain4j.store.embedding.EmbeddingStoreIngestor.Builder

Sets the document splitter.

DocumentSplitter - Interface in dev.langchain4j.data.document

Defines the interface for splitting a document into text segments.

DocumentSplitterFactory - Interface in dev.langchain4j.spi.data.document.splitter

A factory for creating DocumentSplitter instances through SPI.

DocumentSplitters - Class in dev.langchain4j.data.document.splitter

DocumentSplitters() - Constructor for class dev.langchain4j.data.document.splitter.DocumentSplitters

documentTransformer(DocumentTransformer) - Method in class dev.langchain4j.store.embedding.EmbeddingStoreIngestor.Builder

Sets the document transformer.

DocumentTransformer - Interface in dev.langchain4j.data.document

Defines the interface for transforming a Document.

doSample(Boolean) - Method in class dev.langchain4j.model.huggingface.client.Parameters.Builder

doSample(String) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

DoubleOutputParser - Class in dev.langchain4j.model.output

DoubleOutputParser() - Constructor for class dev.langchain4j.model.output.DoubleOutputParser

dropCollection(String) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore

E

EB_TURBO_APPBUILDER - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

echo(Boolean) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

echo(Boolean) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

edit(Image, Image, String) - Method in class dev.langchain4j.model.image.DisabledImageModel

edit(Image, Image, String) - Method in interface dev.langchain4j.model.image.ImageModel

Given an existing image, edit this image following the given prompt and apply the changes only to the part of the image specified by the given mask.

edit(Image, Image, String) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel

edit(Image, String) - Method in class dev.langchain4j.model.image.DisabledImageModel

edit(Image, String) - Method in interface dev.langchain4j.model.image.ImageModel

Given an existing image, edit this image following the given prompt.

edit(Image, String) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel

efConstruction(Integer) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

efSearch(Integer) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

ElasticsearchEmbeddingStore - Class in dev.langchain4j.store.embedding.elasticsearch

Represents an Elasticsearch index as an embedding store.

ElasticsearchEmbeddingStore(String, String, String, String, String, Integer) - Constructor for class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore

Creates an instance of ElasticsearchEmbeddingStore.

ElasticsearchEmbeddingStore(RestClient, String, Integer) - Constructor for class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore

ElasticsearchEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.elasticsearch

ElasticsearchRequestFailedException - Exception Class in dev.langchain4j.store.embedding.elasticsearch

ElasticsearchRequestFailedException() - Constructor for exception class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchRequestFailedException

ElasticsearchRequestFailedException(String) - Constructor for exception class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchRequestFailedException

ElasticsearchRequestFailedException(String, Throwable) - Constructor for exception class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchRequestFailedException

embed(TextSegment) - Method in class dev.langchain4j.model.embedding.DisabledEmbeddingModel

embed(TextSegment) - Method in interface dev.langchain4j.model.embedding.EmbeddingModel

Embed the text content of a TextSegment.

embed(EmbeddingRequest) - Method in interface dev.langchain4j.model.huggingface.client.HuggingFaceClient

embed(String) - Method in class dev.langchain4j.model.embedding.DisabledEmbeddingModel

embed(String) - Method in interface dev.langchain4j.model.embedding.EmbeddingModel

Embed a text.

embedAll(EmbeddingRequest) - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel

Embeds the provided text segments, processing a maximum of 16 segments at a time.

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockEmbeddingModel

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.dashscope.QwenEmbeddingModel

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.embedding.DisabledEmbeddingModel

embedAll(List<TextSegment>) - Method in interface dev.langchain4j.model.embedding.EmbeddingModel

Embeds the text content of a list of TextSegments.

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.huggingface.HuggingFaceEmbeddingModel

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.localai.LocalAiEmbeddingModel

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.mistralai.MistralAiEmbeddingModel

Embeds a list of text segments using the Mistral AI embedding model.

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.nomic.NomicEmbeddingModel

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.ollama.OllamaEmbeddingModel

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.openai.OpenAiEmbeddingModel

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.qianfan.QianfanEmbeddingModel

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel

embedAll(List<TextSegment>) - Method in class dev.langchain4j.model.zhipu.ZhipuAiEmbeddingModel

embedded() - Method in class dev.langchain4j.store.embedding.EmbeddingMatch

Returns the original content that was embedded.

embedding() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingData

embedding() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse

embedding() - Method in class dev.langchain4j.store.embedding.EmbeddingMatch

Returns the embedding that has been matched.

embedding() - Method in record class dev.langchain4j.store.embedding.infinispan.LangChainInfinispanItem

Returns the value of the embedding record component.

embedding(MistralAiEmbeddingRequest) - Method in class dev.langchain4j.model.mistralai.MistralAiClient

embedding(EmbeddingRequest, String) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient

embedding(List<Float>) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingData.Builder

embedding(List<Float>) - Method in class dev.langchain4j.model.zhipu.embedding.Embedding.Builder

Embedding - Class in dev.langchain4j.data.embedding

Represents a dense vector embedding of a text.

Embedding - Class in dev.langchain4j.model.zhipu.embedding

Embedding(float[]) - Constructor for class dev.langchain4j.data.embedding.Embedding

Creates a new Embedding.

EMBEDDING_2 - Enum constant in enum class dev.langchain4j.model.zhipu.embedding.EmbeddingModel

EMBEDDING_V1 - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanEmbeddingModelNameEnum

Embedding.Builder - Class in dev.langchain4j.model.zhipu.embedding

EmbeddingData - Class in dev.langchain4j.model.qianfan.client.embedding

EmbeddingData.Builder - Class in dev.langchain4j.model.qianfan.client.embedding

embeddingId() - Method in class dev.langchain4j.store.embedding.EmbeddingMatch

The ID of the embedding assigned when adding this embedding to the store.

EmbeddingMatch<Embedded> - Class in dev.langchain4j.store.embedding

Represents a matched embedding along with its relevance score (derivative of cosine distance), ID, and original embedded content.

EmbeddingMatch(Double, String, Embedding, Embedded) - Constructor for class dev.langchain4j.store.embedding.EmbeddingMatch

Creates a new instance.

embeddingModel(EmbeddingModel) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever.Builder

Sets the Embedding Model.

embeddingModel(EmbeddingModel) - Method in class dev.langchain4j.store.embedding.EmbeddingStoreIngestor.Builder

Sets the embedding model.

EmbeddingModel - Enum Class in dev.langchain4j.model.zhipu.embedding

EmbeddingModel - Interface in dev.langchain4j.model.embedding

Represents a model that can convert a given text into an embedding (vector representation of the text).

EmbeddingModelFactory - Interface in dev.langchain4j.spi.model.embedding

A factory for creating EmbeddingModel instances through SPI.

EmbeddingModelTextClassifier<E> - Class in dev.langchain4j.classification

A TextClassifier that uses an EmbeddingModel and predefined examples to perform classification.

EmbeddingModelTextClassifier(EmbeddingModel, Map<E, ? extends Collection<String>>) - Constructor for class dev.langchain4j.classification.EmbeddingModelTextClassifier

Creates a classifier with the default values for EmbeddingModelTextClassifier.maxResults (1), EmbeddingModelTextClassifier.minScore (0) and EmbeddingModelTextClassifier.meanToMaxScoreRatio (0.5).

EmbeddingModelTextClassifier(EmbeddingModel, Map<E, ? extends Collection<String>>, int, double, double) - Constructor for class dev.langchain4j.classification.EmbeddingModelTextClassifier

Creates a classifier.

EmbeddingRequest - Class in dev.langchain4j.model.huggingface.client

EmbeddingRequest - Class in dev.langchain4j.model.qianfan.client.embedding

EmbeddingRequest - Class in dev.langchain4j.model.zhipu.embedding

EmbeddingRequest(List<String>, boolean) - Constructor for class dev.langchain4j.model.huggingface.client.EmbeddingRequest

EmbeddingRequest.Builder - Class in dev.langchain4j.model.qianfan.client.embedding

EmbeddingRequest.Builder - Class in dev.langchain4j.model.zhipu.embedding

EmbeddingResponse - Class in dev.langchain4j.model.qianfan.client.embedding

EmbeddingResponse - Class in dev.langchain4j.model.zhipu.embedding

EmbeddingResponse.Builder - Class in dev.langchain4j.model.qianfan.client.embedding

EmbeddingResponse.Builder - Class in dev.langchain4j.model.zhipu.embedding

EmbeddingSearchRequest - Class in dev.langchain4j.store.embedding

Represents a request to search in an EmbeddingStore.

EmbeddingSearchRequest(Embedding, Integer, Double, Filter) - Constructor for class dev.langchain4j.store.embedding.EmbeddingSearchRequest

Creates an instance of an EmbeddingSearchRequest.

EmbeddingSearchResult<Embedded> - Class in dev.langchain4j.store.embedding

Represents a result of a search in an EmbeddingStore.

EmbeddingSearchResult(List<EmbeddingMatch<Embedded>>) - Constructor for class dev.langchain4j.store.embedding.EmbeddingSearchResult

embeddingStore(EmbeddingStore<TextSegment>) - Method in class dev.langchain4j.store.embedding.EmbeddingStoreIngestor.Builder

Sets the embedding store.

EmbeddingStore<Embedded> - Interface in dev.langchain4j.store.embedding

Represents a store for embeddings, also known as a vector database.

EmbeddingStoreContentRetriever - Class in dev.langchain4j.rag.content.retriever

A ContentRetriever that retrieves from an EmbeddingStore.

EmbeddingStoreContentRetriever(EmbeddingStore<TextSegment>, EmbeddingModel) - Constructor for class dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever

EmbeddingStoreContentRetriever(EmbeddingStore<TextSegment>, EmbeddingModel, int) - Constructor for class dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever

EmbeddingStoreContentRetriever(EmbeddingStore<TextSegment>, EmbeddingModel, Integer, Double) - Constructor for class dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever

EmbeddingStoreContentRetriever.EmbeddingStoreContentRetrieverBuilder - Class in dev.langchain4j.rag.content.retriever

EmbeddingStoreContentRetrieverBuilder() - Constructor for class dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever.EmbeddingStoreContentRetrieverBuilder

EmbeddingStoreIngestor - Class in dev.langchain4j.store.embedding

The EmbeddingStoreIngestor represents an ingestion pipeline and is responsible for ingesting Documents into an EmbeddingStore.

EmbeddingStoreIngestor(DocumentTransformer, DocumentSplitter, TextSegmentTransformer, EmbeddingModel, EmbeddingStore<TextSegment>) - Constructor for class dev.langchain4j.store.embedding.EmbeddingStoreIngestor

Creates an instance of an EmbeddingStoreIngestor.

EmbeddingStoreIngestor.Builder - Class in dev.langchain4j.store.embedding

EmbeddingStoreIngestor builder.

EmbeddingStoreRetriever - Class in dev.langchain4j.retriever

EmbeddingStoreRetriever(EmbeddingStore<TextSegment>, EmbeddingModel, int, Double) - Constructor for class dev.langchain4j.retriever.EmbeddingStoreRetriever

embeddingTable - Variable in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Represents an embedding table in Cassandra, it is a table with a vector column.

enable(Boolean) - Method in class dev.langchain4j.model.zhipu.chat.WebSearch.WebSearchBuilder

encode(String) - Method in class dev.langchain4j.model.openai.OpenAiTokenizer

encode(String, int) - Method in class dev.langchain4j.model.openai.OpenAiTokenizer

endpoint(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

Sets the Azure OpenAI endpoint.

endpoint(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

Sets the Azure OpenAI endpoint.

endpoint(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the Azure OpenAI endpoint.

endpoint(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

Sets the Azure OpenAI endpoint.

endpoint(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

Sets the Azure OpenAI endpoint.

endpoint(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

Sets the Azure OpenAI endpoint.

endpoint(String) - Method in class dev.langchain4j.model.vertexai.VertexAiChatModel.Builder

endpoint(String) - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.Builder

endpoint(String) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

endpoint(String) - Method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel.Builder

endpoint(String) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever.Builder

Sets the Azure AI Search endpoint.

endpoint(String) - Method in class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore.Builder

Sets the Azure AI Search endpoint.

endpointUrl(String) - Method in class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader.Builder

Specifies a custom endpoint URL to override the default service URL.

Enhance - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

EnhancedFileTypeDetector - Class in dev.langchain4j.model.dashscope

EnhancedFileTypeDetector() - Constructor for class dev.langchain4j.model.dashscope.EnhancedFileTypeDetector

enhancements(AzureChatEnhancementConfiguration) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

enhancements(AzureChatEnhancementConfiguration) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

ensureBetween(Double, double, double, String) - Static method in class dev.langchain4j.internal.ValidationUtils

Ensures that the given Double value is in [min, max].

ensureBetween(Integer, int, int, String) - Static method in class dev.langchain4j.internal.ValidationUtils

Ensures that the given Integer value is in [min, max].

ensureBetween(Long, long, long, String) - Static method in class dev.langchain4j.internal.ValidationUtils

Ensures that the given Long value is in [min, max].

ensureEq(Object, Object, String, Object...) - Static method in class dev.langchain4j.internal.ValidationUtils

Ensure that the two values are equal.

ensureGreaterThanZero(Integer, String) - Static method in class dev.langchain4j.internal.ValidationUtils

Ensures that the given expression is true.

ensureNotBlank(String, String) - Static method in class dev.langchain4j.internal.ValidationUtils

Ensures that the given string is not null and not blank.

ensureNotEmpty(Map<K, V>, String) - Static method in class dev.langchain4j.internal.ValidationUtils

Ensures that the given map is not null and not empty.

ensureNotEmpty(T, String) - Static method in class dev.langchain4j.internal.ValidationUtils

Ensures that the given collection is not null and not empty.

ensureNotNull(T, String) - Static method in class dev.langchain4j.internal.ValidationUtils

Ensures that the given object is not null.

ensureNotNull(T, String, Object...) - Static method in class dev.langchain4j.internal.ValidationUtils

Ensures that the given object is not null.

ensureTrue(boolean, String) - Static method in class dev.langchain4j.internal.ValidationUtils

Ensures that the given expression is true.

EnumOutputParser - Class in dev.langchain4j.model.output

EnumOutputParser(Class<? extends Enum>) - Constructor for class dev.langchain4j.model.output.EnumOutputParser

enums(Class<?>) - Static method in class dev.langchain4j.agent.tool.JsonSchemaProperty

Construct a property with key "enum" and all enum values taken from enumClass.

enums(Class<?>) - Static method in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

enums(Object...) - Static method in class dev.langchain4j.agent.tool.JsonSchemaProperty

Construct a property with key "enum" and value enumValues.

enums(Object...) - Static method in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

enums(String...) - Static method in class dev.langchain4j.agent.tool.JsonSchemaProperty

Construct a property with key "enum" and value enumValues.

enums(String...) - Static method in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

env(AstraEnvironment) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.BuilderAstra

env(AstraEnvironment) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.BuilderAstra

environment(String) - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore.Builder

EPSILON - Static variable in class dev.langchain4j.store.embedding.CosineSimilarity

A small value to avoid division by zero.

equals(Object) - Method in class dev.langchain4j.agent.tool.JsonSchemaProperty

equals(Object) - Method in class dev.langchain4j.agent.tool.ToolExecutionRequest

equals(Object) - Method in class dev.langchain4j.agent.tool.ToolParameters

equals(Object) - Method in class dev.langchain4j.agent.tool.ToolSpecification

equals(Object) - Method in class dev.langchain4j.data.document.Document

equals(Object) - Method in class dev.langchain4j.data.document.Metadata

equals(Object) - Method in class dev.langchain4j.data.embedding.Embedding

equals(Object) - Method in class dev.langchain4j.data.image.Image

equals(Object) - Method in class dev.langchain4j.data.message.AiMessage

equals(Object) - Method in class dev.langchain4j.data.message.ImageContent

equals(Object) - Method in class dev.langchain4j.data.message.SystemMessage

equals(Object) - Method in class dev.langchain4j.data.message.TextContent

equals(Object) - Method in class dev.langchain4j.data.message.ToolExecutionResultMessage

equals(Object) - Method in class dev.langchain4j.data.message.UserMessage

equals(Object) - Method in class dev.langchain4j.data.segment.TextSegment

equals(Object) - Method in class dev.langchain4j.model.huggingface.client.Options

equals(Object) - Method in class dev.langchain4j.model.huggingface.client.Parameters

equals(Object) - Method in class dev.langchain4j.model.huggingface.client.TextGenerationRequest

equals(Object) - Method in class dev.langchain4j.model.input.Prompt

equals(Object) - Method in class dev.langchain4j.model.moderation.Moderation

equals(Object) - Method in class dev.langchain4j.model.output.Response

equals(Object) - Method in class dev.langchain4j.model.output.TokenUsage

equals(Object) - Method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall

equals(Object) - Method in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

equals(Object) - Method in class dev.langchain4j.model.qianfan.client.chat.Message

equals(Object) - Method in class dev.langchain4j.model.qianfan.client.chat.Parameters

equals(Object) - Method in class dev.langchain4j.model.qianfan.client.chat.Responses

equals(Object) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingRequest

equals(Object) - Method in class dev.langchain4j.model.qianfan.client.Usage

equals(Object) - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingRequest

equals(Object) - Method in class dev.langchain4j.rag.content.Content

equals(Object) - Method in class dev.langchain4j.rag.query.Metadata

equals(Object) - Method in class dev.langchain4j.rag.query.Query

equals(Object) - Method in class dev.langchain4j.store.embedding.EmbeddingMatch

equals(Object) - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Indicates whether some other object is "equal to" this one.

equals(Object) - Method in record class dev.langchain4j.store.embedding.infinispan.LangChainInfinispanItem

Indicates whether some other object is "equal to" this one.

equals(Object) - Method in record class dev.langchain4j.store.embedding.infinispan.LangChainMetadata

Indicates whether some other object is "equal to" this one.

equals(Object) - Method in class dev.langchain4j.web.search.WebSearchInformationResult

equals(Object) - Method in class dev.langchain4j.web.search.WebSearchOrganicResult

equals(Object) - Method in class dev.langchain4j.web.search.WebSearchRequest

equals(Object) - Method in class dev.langchain4j.web.search.WebSearchResults

ERNIE_BOT - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

ERNIE_BOT_4 - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

ERNIE_BOT_8 - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

ERNIE_BOT_TURBO - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

errorCode(Integer) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

ErrorHandling - Interface in dev.langchain4j.model.qianfan.client

errorMsg(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

estimateTokenCount(UserMessage) - Method in interface dev.langchain4j.model.chat.TokenCountEstimator

Estimates the count of tokens in the specified message.

estimateTokenCount(TextSegment) - Method in interface dev.langchain4j.model.chat.TokenCountEstimator

Estimates the count of tokens in the specified text segment.

estimateTokenCount(TextSegment) - Method in interface dev.langchain4j.model.embedding.TokenCountEstimator

Estimates the count of tokens in the given text segment.

estimateTokenCount(TextSegment) - Method in interface dev.langchain4j.model.language.TokenCountEstimator

Estimates the count of tokens in the given text segment.

estimateTokenCount(Prompt) - Method in interface dev.langchain4j.model.chat.TokenCountEstimator

Estimates the count of tokens in the specified prompt.

estimateTokenCount(Prompt) - Method in interface dev.langchain4j.model.language.TokenCountEstimator

Estimates the count of tokens in the given prompt.

estimateTokenCount(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel

estimateTokenCount(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel

estimateTokenCount(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel

estimateTokenCount(String) - Method in interface dev.langchain4j.model.chat.TokenCountEstimator

Estimates the count of tokens in the specified text.

estimateTokenCount(String) - Method in interface dev.langchain4j.model.embedding.TokenCountEstimator

Estimates the count of tokens in the given text.

estimateTokenCount(String) - Method in interface dev.langchain4j.model.language.TokenCountEstimator

Estimates the count of tokens in the given text.

estimateTokenCount(String) - Method in class dev.langchain4j.model.openai.OpenAiEmbeddingModel

estimateTokenCount(String) - Method in class dev.langchain4j.model.openai.OpenAiLanguageModel

estimateTokenCount(String) - Method in class dev.langchain4j.model.openai.OpenAiStreamingLanguageModel

estimateTokenCount(List<ChatMessage>) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel

estimateTokenCount(List<ChatMessage>) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel

estimateTokenCount(List<ChatMessage>) - Method in interface dev.langchain4j.model.chat.TokenCountEstimator

Estimates the count of tokens in the specified list of messages.

estimateTokenCount(List<ChatMessage>) - Method in class dev.langchain4j.model.openai.OpenAiChatModel

estimateTokenCount(List<ChatMessage>) - Method in class dev.langchain4j.model.openai.OpenAiStreamingChatModel

estimateTokenCount(List<TextSegment>) - Method in interface dev.langchain4j.model.embedding.TokenCountEstimator

Estimates the count of tokens in the given text segments.

estimateTokenCountInForcefulToolExecutionRequest(ToolExecutionRequest) - Method in class dev.langchain4j.model.openai.OpenAiTokenizer

estimateTokenCountInForcefulToolExecutionRequest(ToolExecutionRequest) - Method in interface dev.langchain4j.model.Tokenizer

Estimates the count of tokens in the given tool execution request.

estimateTokenCountInForcefulToolSpecification(ToolSpecification) - Method in class dev.langchain4j.model.openai.OpenAiTokenizer

estimateTokenCountInForcefulToolSpecification(ToolSpecification) - Method in interface dev.langchain4j.model.Tokenizer

Estimates the count of tokens in the given tool specification.

estimateTokenCountInMessage(ChatMessage) - Method in class dev.langchain4j.model.dashscope.QwenTokenizer

estimateTokenCountInMessage(ChatMessage) - Method in class dev.langchain4j.model.openai.OpenAiTokenizer

estimateTokenCountInMessage(ChatMessage) - Method in interface dev.langchain4j.model.Tokenizer

Estimates the count of tokens in the given message.

estimateTokenCountInMessages(Iterable<ChatMessage>) - Method in class dev.langchain4j.model.dashscope.QwenTokenizer

estimateTokenCountInMessages(Iterable<ChatMessage>) - Method in class dev.langchain4j.model.openai.OpenAiTokenizer

estimateTokenCountInMessages(Iterable<ChatMessage>) - Method in interface dev.langchain4j.model.Tokenizer

Estimates the count of tokens in the given messages.

estimateTokenCountInText(String) - Method in class dev.langchain4j.model.dashscope.QwenTokenizer

estimateTokenCountInText(String) - Method in class dev.langchain4j.model.openai.OpenAiTokenizer

estimateTokenCountInText(String) - Method in interface dev.langchain4j.model.Tokenizer

Estimates the count of tokens in the given text.

estimateTokenCountInToolExecutionRequests(Iterable<ToolExecutionRequest>) - Method in class dev.langchain4j.model.dashscope.QwenTokenizer

estimateTokenCountInToolExecutionRequests(Iterable<ToolExecutionRequest>) - Method in class dev.langchain4j.model.openai.OpenAiTokenizer

estimateTokenCountInToolExecutionRequests(Iterable<ToolExecutionRequest>) - Method in interface dev.langchain4j.model.Tokenizer

Estimates the count of tokens in the given tool execution requests.

estimateTokenCountInTools(Iterable<Object>) - Method in interface dev.langchain4j.model.Tokenizer

Estimates the count of tokens in Tool annotations of the given objects.

estimateTokenCountInTools(Object) - Method in interface dev.langchain4j.model.Tokenizer

Estimates the count of tokens in Tool annotations of the given object.

estimateTokenCountInToolSpecifications(Iterable<ToolSpecification>) - Method in class dev.langchain4j.model.dashscope.QwenTokenizer

estimateTokenCountInToolSpecifications(Iterable<ToolSpecification>) - Method in class dev.langchain4j.model.openai.OpenAiTokenizer

estimateTokenCountInToolSpecifications(Iterable<ToolSpecification>) - Method in interface dev.langchain4j.model.Tokenizer

Estimates the count of tokens in the given tool specifications.

examples() - Method in class dev.langchain4j.model.qianfan.client.chat.Function

examples(Examples) - Method in class dev.langchain4j.model.qianfan.client.chat.Function.Builder

Examples - Class in dev.langchain4j.model.qianfan.client.chat

Examples.Builder - Class in dev.langchain4j.model.qianfan.client.chat

Exceptions - Class in dev.langchain4j.internal

Utility methods for creating common exceptions.

execute() - Method in interface dev.langchain4j.model.qianfan.client.ErrorHandling

execute() - Method in class dev.langchain4j.model.qianfan.client.RequestExecutor

execute() - Method in interface dev.langchain4j.model.qianfan.client.SyncOrAsync

execute() - Method in class dev.langchain4j.model.qianfan.client.SyncRequestExecutor

execute(ToolExecutionRequest, Object) - Method in class dev.langchain4j.agent.tool.DefaultToolExecutor

execute(ToolExecutionRequest, Object) - Method in interface dev.langchain4j.agent.tool.ToolExecutor

execute(Input) - Method in interface dev.langchain4j.chain.Chain

Execute the chain step.

execute(String) - Method in class dev.langchain4j.chain.ConversationalChain

execute(String) - Method in class dev.langchain4j.chain.ConversationalRetrievalChain

execute(String) - Method in interface dev.langchain4j.code.CodeExecutionEngine

Execute the given code.

execute(String) - Method in class dev.langchain4j.code.graalvm.GraalVmJavaScriptExecutionEngine

execute(String) - Method in class dev.langchain4j.code.graalvm.GraalVmPythonExecutionEngine

executeJavaScriptCode(String) - Method in class dev.langchain4j.agent.tool.graalvm.GraalVmJavaScriptExecutionTool

executeJavaScriptCode(String) - Method in class dev.langchain4j.code.Judge0JavaScriptExecutionTool

executePythonCode(String) - Method in class dev.langchain4j.agent.tool.graalvm.GraalVmPythonExecutionTool

executeRead(String) - Method in class dev.langchain4j.store.graph.neo4j.Neo4jGraph

executeWrite(String) - Method in class dev.langchain4j.store.graph.neo4j.Neo4jGraph

ExpandingQueryTransformer - Class in dev.langchain4j.rag.query.transformer

A QueryTransformer that utilizes a ChatLanguageModel to expand a given Query.

ExpandingQueryTransformer(ChatLanguageModel) - Constructor for class dev.langchain4j.rag.query.transformer.ExpandingQueryTransformer

ExpandingQueryTransformer(ChatLanguageModel, int) - Constructor for class dev.langchain4j.rag.query.transformer.ExpandingQueryTransformer

ExpandingQueryTransformer(ChatLanguageModel, PromptTemplate) - Constructor for class dev.langchain4j.rag.query.transformer.ExpandingQueryTransformer

ExpandingQueryTransformer(ChatLanguageModel, PromptTemplate, Integer) - Constructor for class dev.langchain4j.rag.query.transformer.ExpandingQueryTransformer

Experimental - Annotation Interface in dev.langchain4j

Indicates that a class/constructor/method is experimental and might change in the future.

expiresIn(Integer) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse.Builder

expression() - Method in class dev.langchain4j.store.embedding.filter.logical.Not

extractSelectStatement(String) - Method in class dev.langchain4j.store.embedding.filter.builder.sql.LanguageModelSqlFilterBuilder

F

FAIL - Enum constant in enum class dev.langchain4j.rag.query.router.LanguageModelQueryRouter.FallbackStrategy

In this case, an original exception will be re-thrown, and the RAG flow will fail.

fallback(Query, Exception) - Method in class dev.langchain4j.rag.query.router.LanguageModelQueryRouter

fallback(Query, String, String, Exception) - Method in class dev.langchain4j.store.embedding.filter.builder.sql.LanguageModelSqlFilterBuilder

fallbackStrategy - Variable in class dev.langchain4j.rag.query.router.LanguageModelQueryRouter

FantasyArt - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

FILE_NAME - Static variable in class dev.langchain4j.data.document.Document

Common metadata key for the name of the file from which the document was loaded.

fileName() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns the value of the fileName record component.

fileName(String) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Infinispan schema file name

FileSystemDocumentLoader - Class in dev.langchain4j.data.document.loader

FileSystemSource - Class in dev.langchain4j.data.document.source

FileSystemSource(Path) - Constructor for class dev.langchain4j.data.document.source.FileSystemSource

filter() - Method in class dev.langchain4j.store.embedding.EmbeddingSearchRequest

filter(Filter) - Method in class dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever.EmbeddingStoreContentRetrieverBuilder

filter(Bson) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore.Builder

Document query filter, all fields included in filter must be contained in IndexMapping.metadataFieldNames

Filter - Interface in dev.langchain4j.store.embedding.filter

This class represents a filter that can be applied during search in an EmbeddingStore.

FilterParser - Interface in dev.langchain4j.store.embedding.filter

Parses a filter expression string into a Filter object.

findRelevant(Embedding, int) - Method in interface dev.langchain4j.store.embedding.EmbeddingStore

Finds the most relevant (closest in space) embeddings to the provided reference embedding.

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.astradb.AstraDbEmbeddingStore

Finds the most relevant (closest in space) embeddings to the provided reference embedding.

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Search for relevant.

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore

findRelevant(Embedding, int, double) - Method in interface dev.langchain4j.store.embedding.EmbeddingStore

Finds the most relevant (closest in space) embeddings to the provided reference embedding.

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.neo4j.Neo4jEmbeddingStore

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore

This implementation uses the exact k-NN with scoring script to calculate See https://opensearch.org/docs/latest/search-plugins/knn/knn-score-script/

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.vespa.VespaEmbeddingStore

Finds the most relevant (closest in space) embeddings to the provided reference embedding.

findRelevant(Embedding, int, double) - Method in class dev.langchain4j.store.embedding.weaviate.WeaviateEmbeddingStore

Finds the most relevant (closest in space) embeddings to the provided reference embedding.

findRelevant(Embedding, int, double, Metadata) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore

Similarity Search ANN based on the embedding.

findRelevant(Embedding, Filter, int, double) - Method in class dev.langchain4j.store.embedding.astradb.AstraDbEmbeddingStore

Semantic search with metadata filtering.

findRelevant(Object, Embedding, int) - Method in interface dev.langchain4j.store.embedding.EmbeddingStore

Finds the most relevant (closest in space) embeddings to the provided reference embedding.

findRelevant(Object, Embedding, int, double) - Method in interface dev.langchain4j.store.embedding.EmbeddingStore

Finds the most relevant (closest in space) embeddings to the provided reference embedding.

findRelevant(Object, String) - Method in interface dev.langchain4j.retriever.Retriever

Deprecated.

Find relevant items for the given text and memoryId.

findRelevant(String) - Method in class dev.langchain4j.retriever.EmbeddingStoreRetriever

findRelevant(String) - Method in interface dev.langchain4j.retriever.Retriever

Deprecated.

Find relevant items for the given text.

finishReason() - Method in class dev.langchain4j.model.output.Response

Get the finish reason.

finishReason(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

finishReason(String) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionChoice.Builder

FinishReason - Enum Class in dev.langchain4j.model.output

The reason why a model call finished.

finishReasonFrom(String) - Static method in class dev.langchain4j.model.mistralai.DefaultMistralAiHelper

finishReasonFrom(String) - Static method in class dev.langchain4j.model.openai.InternalOpenAiHelper

finishReasonFrom(String) - Static method in class dev.langchain4j.model.qianfan.InternalQianfanHelper

firstChars(String, int) - Static method in class dev.langchain4j.internal.Utils

Returns the first numberOfChars characters of the given string.

flagged() - Method in class dev.langchain4j.model.moderation.Moderation

Returns true if the text was flagged.

flagged(String) - Static method in class dev.langchain4j.model.moderation.Moderation

Constructs a Moderation object that is flagged.

flaggedText() - Method in class dev.langchain4j.model.moderation.Moderation

Returns the text that was flagged.

FLAT - Enum constant in enum class dev.langchain4j.store.embedding.vearch.RetrievalType

FLAT() - Constructor for class dev.langchain4j.store.embedding.vearch.RetrievalParam.FLAT

FLOAT - Enum constant in enum class dev.langchain4j.store.embedding.vearch.SpacePropertyType

FloatOutputParser - Class in dev.langchain4j.model.output

FloatOutputParser() - Constructor for class dev.langchain4j.model.output.FloatOutputParser

FloatParam() - Constructor for class dev.langchain4j.store.embedding.vearch.SpacePropertyParam.FloatParam

FloatParam(Boolean) - Constructor for class dev.langchain4j.store.embedding.vearch.SpacePropertyParam.FloatParam

forcePathStyle(boolean) - Method in class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader.Builder

Set the forcePathStyle.

format(Metadata) - Method in class dev.langchain4j.rag.content.injector.DefaultContentInjector

format(ChatMessage) - Method in class dev.langchain4j.rag.query.transformer.CompressingQueryTransformer

format(Content) - Method in class dev.langchain4j.rag.content.injector.DefaultContentInjector

format(TableDefinition) - Method in class dev.langchain4j.store.embedding.filter.builder.sql.LanguageModelSqlFilterBuilder

format(String, String) - Method in class dev.langchain4j.rag.content.injector.DefaultContentInjector

format(List<ChatMessage>) - Method in class dev.langchain4j.rag.query.transformer.CompressingQueryTransformer

format(List<Content>) - Method in class dev.langchain4j.rag.content.injector.DefaultContentInjector

formatInstructions() - Method in class dev.langchain4j.model.output.BigDecimalOutputParser

formatInstructions() - Method in class dev.langchain4j.model.output.BigIntegerOutputParser

formatInstructions() - Method in class dev.langchain4j.model.output.BooleanOutputParser

formatInstructions() - Method in class dev.langchain4j.model.output.ByteOutputParser

formatInstructions() - Method in class dev.langchain4j.model.output.DateOutputParser

formatInstructions() - Method in class dev.langchain4j.model.output.DoubleOutputParser

formatInstructions() - Method in class dev.langchain4j.model.output.EnumOutputParser

formatInstructions() - Method in class dev.langchain4j.model.output.FloatOutputParser

formatInstructions() - Method in class dev.langchain4j.model.output.IntOutputParser

formatInstructions() - Method in class dev.langchain4j.model.output.LocalDateOutputParser

formatInstructions() - Method in class dev.langchain4j.model.output.LocalDateTimeOutputParser

formatInstructions() - Method in class dev.langchain4j.model.output.LocalTimeOutputParser

formatInstructions() - Method in class dev.langchain4j.model.output.LongOutputParser

formatInstructions() - Method in interface dev.langchain4j.model.output.OutputParser

Description of the text format.

formatInstructions() - Method in class dev.langchain4j.model.output.ShortOutputParser

frequencyPenalty(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

frequencyPenalty(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

frequencyPenalty(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

frequencyPenalty(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

from(float[]) - Static method in class dev.langchain4j.data.embedding.Embedding

Creates a new Embedding from the given vector.

from(ToolExecutionRequest...) - Static method in class dev.langchain4j.data.message.AiMessage

Create a new AiMessage with the given tool execution requests.

from(ToolExecutionRequest, String) - Static method in class dev.langchain4j.data.message.ToolExecutionResultMessage

Creates a ToolExecutionResultMessage from a ToolExecutionRequest and the result of the tool execution.

from(Image) - Static method in class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given image.

from(Image, ImageContent.DetailLevel) - Static method in class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given image.

from(Content...) - Static method in class dev.langchain4j.data.message.UserMessage

Create a UserMessage from contents.

from(UserMessage, Object, List<ChatMessage>) - Static method in class dev.langchain4j.rag.query.Metadata

from(TextSegment) - Static method in class dev.langchain4j.rag.content.Content

from(ChatCompletionRequest) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

from(CompletionRequest) - Method in class dev.langchain4j.model.qianfan.client.completion.CompletionRequest.Builder

from(ChatCompletionRequest) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

from(Function) - Static method in class dev.langchain4j.model.zhipu.chat.Tool

from(EmbeddingStore<TextSegment>) - Static method in class dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever

Creates an instance of an EmbeddingStoreContentRetriever from the specified EmbeddingStore and EmbeddingModel found through SPI (see EmbeddingModelFactory).

from(EmbeddingStore<TextSegment>, EmbeddingModel) - Static method in class dev.langchain4j.retriever.EmbeddingStoreRetriever

from(EmbeddingStore<TextSegment>, EmbeddingModel, int) - Static method in class dev.langchain4j.retriever.EmbeddingStoreRetriever

from(EmbeddingStore<TextSegment>, EmbeddingModel, int, double) - Static method in class dev.langchain4j.retriever.EmbeddingStoreRetriever

from(WebSearchEngine) - Static method in class dev.langchain4j.rag.content.retriever.WebSearchContentRetriever

Creates a new instance of WebSearchContentRetriever with the specified WebSearchEngine.

from(WebSearchEngine) - Static method in class dev.langchain4j.web.search.WebSearchTool

Creates a new WebSearchTool with the specified web search engine.

from(WebSearchInformationResult, List<WebSearchOrganicResult>) - Static method in class dev.langchain4j.web.search.WebSearchResults

Creates a new instance of WebSearchResults from the specified parameters.

from(File) - Static method in class dev.langchain4j.data.document.source.FileSystemSource

from(Long) - Static method in class dev.langchain4j.web.search.WebSearchInformationResult

Creates a new WebSearchInformationResult with the specified total results.

from(Long, Integer, Map<String, Object>) - Static method in class dev.langchain4j.web.search.WebSearchInformationResult

Creates a new WebSearchInformationResult with the specified total results, page number, and metadata.

from(String) - Static method in class dev.langchain4j.data.document.Document

Creates a new Document from the given text.

from(String) - Static method in class dev.langchain4j.data.document.source.FileSystemSource

from(String) - Static method in class dev.langchain4j.data.document.source.UrlSource

from(String) - Static method in class dev.langchain4j.data.message.AiMessage

Create a new AiMessage with the given text.

from(String) - Static method in class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given url.

from(String) - Static method in class dev.langchain4j.data.message.SystemMessage

Creates a new system message.

from(String) - Static method in class dev.langchain4j.data.message.TextContent

Creates a new text content.

from(String) - Static method in class dev.langchain4j.data.message.UserMessage

Create a UserMessage from a text.

from(String) - Static method in class dev.langchain4j.data.segment.TextSegment

Creates a new text segment.

from(String) - Static method in class dev.langchain4j.model.input.Prompt

Create a new Prompt.

from(String) - Static method in class dev.langchain4j.model.input.PromptTemplate

Create a new PromptTemplate.

from(String) - Static method in class dev.langchain4j.model.zhipu.chat.AssistantMessage

from(String) - Static method in class dev.langchain4j.model.zhipu.chat.SystemMessage

from(String) - Static method in class dev.langchain4j.model.zhipu.chat.ToolChoice

from(String) - Static method in class dev.langchain4j.model.zhipu.chat.UserMessage

from(String) - Static method in class dev.langchain4j.rag.content.Content

from(String) - Static method in class dev.langchain4j.rag.query.Query

from(String) - Static method in class dev.langchain4j.store.embedding.pgvector.MetadataColumDefinition

transform sql string to MetadataColumDefinition

from(String) - Static method in class dev.langchain4j.web.search.WebSearchRequest

Create a web search request with the given search terms.

from(String, Metadata) - Static method in class dev.langchain4j.data.document.Document

Creates a new Document from the given text.

from(String, Metadata) - Static method in class dev.langchain4j.data.segment.TextSegment

Creates a new text segment.

from(String, Content...) - Static method in class dev.langchain4j.data.message.UserMessage

Create a UserMessage from a name and contents.

from(String, ImageContent.DetailLevel) - Static method in class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given url and detail level.

from(String, Metadata) - Static method in class dev.langchain4j.rag.query.Query

from(String, Integer) - Static method in class dev.langchain4j.web.search.WebSearchRequest

Create a web search request with the given search terms and maximum number of results.

from(String, Object) - Static method in class dev.langchain4j.agent.tool.JsonSchemaProperty

Construct a property with key and value.

from(String, Object) - Static method in class dev.langchain4j.data.document.Metadata

Deprecated.

Use Metadata.from(String, String) instead

from(String, Object) - Static method in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

from(String, String) - Static method in class dev.langchain4j.data.document.Metadata

Constructs a Metadata object from a single key-value pair.

from(String, String) - Static method in class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given base64 data and mime type.

from(String, String) - Static method in class dev.langchain4j.data.message.UserMessage

Create a UserMessage from a name and a text.

from(String, String) - Static method in class dev.langchain4j.model.zhipu.chat.ToolMessage

from(String, String, ImageContent.DetailLevel) - Static method in class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given base64 data and mime type.

from(String, String, String) - Static method in class dev.langchain4j.data.message.ToolExecutionResultMessage

Creates a ToolExecutionResultMessage from a ToolExecutionRequest and the result of the tool execution.

from(String, URI) - Static method in class dev.langchain4j.web.search.WebSearchOrganicResult

Creates a WebSearchOrganicResult object from the given title and URL.

from(String, URI, String, String) - Static method in class dev.langchain4j.web.search.WebSearchOrganicResult

Creates a WebSearchOrganicResult object from the given title, URL, snippet and/or content.

from(String, URI, String, String, Map<String, String>) - Static method in class dev.langchain4j.web.search.WebSearchOrganicResult

Creates a WebSearchOrganicResult object from the given title, URL, snippet and/or content, and result metadata.

from(String, List<Content>) - Static method in class dev.langchain4j.data.message.UserMessage

Create a UserMessage from a name and contents.

from(URI) - Static method in class dev.langchain4j.data.document.source.FileSystemSource

from(URI) - Static method in class dev.langchain4j.data.document.source.UrlSource

from(URI) - Static method in class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given url.

from(URI, ImageContent.DetailLevel) - Static method in class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given url and detail level.

from(URL) - Static method in class dev.langchain4j.data.document.source.UrlSource

from(Path) - Static method in class dev.langchain4j.data.document.source.FileSystemSource

from(List<ToolExecutionRequest>) - Static method in class dev.langchain4j.data.message.AiMessage

Create a new AiMessage with the given tool execution requests.

from(List<Content>) - Static method in class dev.langchain4j.data.message.UserMessage

Create a UserMessage from contents.

from(List<Float>) - Static method in class dev.langchain4j.data.embedding.Embedding

Creates a new Embedding from the given vector.

from(Map<String, ?>) - Static method in class dev.langchain4j.data.document.Metadata

Constructs a Metadata object from a map of key-value pairs.

from(Map<String, Object>, WebSearchInformationResult, List<WebSearchOrganicResult>) - Static method in class dev.langchain4j.web.search.WebSearchResults

Creates a new instance of WebSearchResults from the specified parameters.

from(T) - Static method in class dev.langchain4j.model.output.Response

Create a new Response.

from(T, TokenUsage) - Static method in class dev.langchain4j.model.output.Response

Create a new Response.

from(T, TokenUsage, FinishReason) - Static method in class dev.langchain4j.model.output.Response

Create a new Response.

fromAzureScoreToRelevanceScore(double) - Static method in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

Calculates LangChain4j's RelevanceScore from Azure AI Search's score.

fromClient(MongoClient) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore.Builder

Build Mongo Client, Please close the client to release resources after usage

fromCosineSimilarity(double) - Static method in class dev.langchain4j.store.embedding.RelevanceScore

Converts cosine similarity into relevance score.

fromFile(String) - Static method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

fromFile(Path) - Static method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

fromJson(String) - Method in class dev.langchain4j.store.embedding.inmemory.GsonInMemoryEmbeddingStoreJsonCodec

fromJson(String) - Static method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

fromJson(String) - Method in interface dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStoreJsonCodec

fromJson(String, Class<T>) - Static method in class dev.langchain4j.internal.Json

Convert the given JSON string to an object of the given type.

fromJson(String, Class<T>) - Method in interface dev.langchain4j.internal.Json.JsonCodec

Convert the given JSON string to an object of the given type.

fromRelevanceScore(double) - Static method in class dev.langchain4j.store.embedding.CosineSimilarity

Converts relevance score into cosine similarity.

fromResource() - Element in annotation interface dev.langchain4j.service.SystemMessage

The resource from which to read the prompt template.

fromResource() - Element in annotation interface dev.langchain4j.service.UserMessage

The resource from which to read the prompt template.

fromString(String) - Static method in enum class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.SimilarityMetric

fromString(String) - Static method in enum class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.VectorIndexType

FULL_TEXT - Enum constant in enum class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchQueryType

Uses the full text search to find the most similar TextSegments.

function(FunctionCall) - Method in class dev.langchain4j.model.zhipu.chat.ToolCall.Builder

Function - Class in dev.langchain4j.model.qianfan.client.chat

Function - Class in dev.langchain4j.model.zhipu.chat

FUNCTION - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiToolType

FUNCTION - Enum constant in enum class dev.langchain4j.model.qianfan.client.chat.Role

FUNCTION - Enum constant in enum class dev.langchain4j.model.zhipu.chat.Role

FUNCTION - Enum constant in enum class dev.langchain4j.model.zhipu.chat.ToolType

Function.Builder - Class in dev.langchain4j.model.qianfan.client.chat

Function.Builder - Class in dev.langchain4j.model.zhipu.chat

functionCall() - Method in class dev.langchain4j.model.qianfan.client.chat.Message

functionCall(FunctionCall) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

functionCall(FunctionCall) - Method in class dev.langchain4j.model.qianfan.client.chat.Examples.Builder

functionCall(FunctionCall) - Method in class dev.langchain4j.model.qianfan.client.chat.Message.Builder

FunctionCall<T> - Class in dev.langchain4j.model.qianfan.client.chat

FunctionCall - Class in dev.langchain4j.model.zhipu.chat

FunctionCall.Builder - Class in dev.langchain4j.model.qianfan.client.chat

FunctionCall.Builder - Class in dev.langchain4j.model.zhipu.chat

functionMessage(String, String) - Static method in class dev.langchain4j.model.qianfan.client.chat.Message

functions() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest

functions(Function...) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

functions(List<Function>) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

fuse(Collection<List<Content>>) - Static method in class dev.langchain4j.rag.content.aggregator.ReciprocalRankFuser

Fuses multiple List<Content> into a single List<Content> using the Reciprocal Rank Fusion (RRF) algorithm with k=60.

fuse(Collection<List<Content>>, int) - Static method in class dev.langchain4j.rag.content.aggregator.ReciprocalRankFuser

Fuses multiple List<Content> into a single List<Content> using the Reciprocal Rank Fusion (RRF) algorithm.

fuse(Map<Query, Collection<List<Content>>>) - Method in class dev.langchain4j.rag.content.aggregator.DefaultContentAggregator

fuse(Map<Query, Collection<List<Content>>>) - Method in class dev.langchain4j.rag.content.aggregator.ReRankingContentAggregator

G

generate(ChatMessage...) - Method in interface dev.langchain4j.model.chat.ChatLanguageModel

Generates a response from the model based on a sequence of messages.

generate(ChatMessage...) - Method in class dev.langchain4j.model.chat.DisabledChatLanguageModel

generate(UserMessage, StreamingResponseHandler<AiMessage>) - Method in interface dev.langchain4j.model.chat.StreamingChatLanguageModel

Generates a response from the model based on a message from a user.

generate(TextGenerationRequest) - Method in interface dev.langchain4j.model.huggingface.client.HuggingFaceClient

generate(Prompt) - Method in class dev.langchain4j.model.language.DisabledLanguageModel

generate(Prompt) - Method in interface dev.langchain4j.model.language.LanguageModel

Generate a response to the given prompt.

generate(Prompt, StreamingResponseHandler<String>) - Method in class dev.langchain4j.model.language.DisabledStreamingLanguageModel

generate(Prompt, StreamingResponseHandler<String>) - Method in interface dev.langchain4j.model.language.StreamingLanguageModel

Generates a response from the model based on a prompt.

generate(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel

generate(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel

generate(String) - Method in interface dev.langchain4j.model.chat.ChatLanguageModel

Generates a response from the model based on a message from a user.

generate(String) - Method in class dev.langchain4j.model.chat.DisabledChatLanguageModel

generate(String) - Method in class dev.langchain4j.model.dashscope.QwenLanguageModel

generate(String) - Method in class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel

generate(String) - Method in class dev.langchain4j.model.image.DisabledImageModel

generate(String) - Method in interface dev.langchain4j.model.image.ImageModel

Given a prompt, generate an image.

generate(String) - Method in class dev.langchain4j.model.language.DisabledLanguageModel

generate(String) - Method in interface dev.langchain4j.model.language.LanguageModel

Generate a response to the given prompt.

generate(String) - Method in class dev.langchain4j.model.localai.LocalAiLanguageModel

generate(String) - Method in class dev.langchain4j.model.ollama.OllamaLanguageModel

generate(String) - Method in class dev.langchain4j.model.openai.OpenAiImageModel

generate(String) - Method in class dev.langchain4j.model.openai.OpenAiLanguageModel

generate(String) - Method in class dev.langchain4j.model.qianfan.QianfanLanguageModel

generate(String) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel

generate(String) - Method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel

generate(String, int) - Method in class dev.langchain4j.model.image.DisabledImageModel

generate(String, int) - Method in interface dev.langchain4j.model.image.ImageModel

Given a prompt, generate n images.

generate(String, int) - Method in class dev.langchain4j.model.openai.OpenAiImageModel

generate(String, int) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel

generate(String, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.chat.DisabledStreamingChatLanguageModel

generate(String, StreamingResponseHandler<AiMessage>) - Method in interface dev.langchain4j.model.chat.StreamingChatLanguageModel

Generates a response from the model based on a message from a user.

generate(String, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.zhipu.ZhipuAiStreamingChatModel

generate(String, StreamingResponseHandler<String>) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel

generate(String, StreamingResponseHandler<String>) - Method in class dev.langchain4j.model.dashscope.QwenStreamingLanguageModel

generate(String, StreamingResponseHandler<String>) - Method in class dev.langchain4j.model.language.DisabledStreamingLanguageModel

generate(String, StreamingResponseHandler<String>) - Method in interface dev.langchain4j.model.language.StreamingLanguageModel

Generates a response from the model based on a prompt.

generate(String, StreamingResponseHandler<String>) - Method in class dev.langchain4j.model.localai.LocalAiStreamingLanguageModel

generate(String, StreamingResponseHandler<String>) - Method in class dev.langchain4j.model.ollama.OllamaStreamingLanguageModel

generate(String, StreamingResponseHandler<String>) - Method in class dev.langchain4j.model.openai.OpenAiStreamingLanguageModel

generate(String, StreamingResponseHandler<String>) - Method in class dev.langchain4j.model.qianfan.QianfanStreamingLanguageModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.anthropic.AnthropicChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.bedrock.BedrockMistralAiChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockChatModel

generate(List<ChatMessage>) - Method in interface dev.langchain4j.model.chat.ChatLanguageModel

Generates a response from the model based on a sequence of messages.

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.chat.DisabledChatLanguageModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.chatglm.ChatGlmChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.dashscope.QwenChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.huggingface.HuggingFaceChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.localai.LocalAiChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.mistralai.MistralAiChatModel

Generates chat response based on the given list of messages.

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.ollama.OllamaChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.openai.OpenAiChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.qianfan.QianfanChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.vertexai.VertexAiChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.vertexai.VertexAiGeminiChatModel

generate(List<ChatMessage>) - Method in class dev.langchain4j.model.zhipu.ZhipuAiChatModel

generate(List<ChatMessage>, ToolSpecification) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel

generate(List<ChatMessage>, ToolSpecification) - Method in interface dev.langchain4j.model.chat.ChatLanguageModel

Generates a response from the model based on a list of messages and a single tool specification.

generate(List<ChatMessage>, ToolSpecification) - Method in class dev.langchain4j.model.chat.DisabledChatLanguageModel

generate(List<ChatMessage>, ToolSpecification) - Method in class dev.langchain4j.model.localai.LocalAiChatModel

generate(List<ChatMessage>, ToolSpecification) - Method in class dev.langchain4j.model.mistralai.MistralAiChatModel

Generates an AI message response based on the given list of chat messages and a tool specification.

generate(List<ChatMessage>, ToolSpecification) - Method in class dev.langchain4j.model.openai.OpenAiChatModel

generate(List<ChatMessage>, ToolSpecification) - Method in class dev.langchain4j.model.qianfan.QianfanChatModel

generate(List<ChatMessage>, ToolSpecification) - Method in class dev.langchain4j.model.vertexai.VertexAiGeminiChatModel

generate(List<ChatMessage>, ToolSpecification) - Method in class dev.langchain4j.model.zhipu.ZhipuAiChatModel

generate(List<ChatMessage>, ToolSpecification, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel

generate(List<ChatMessage>, ToolSpecification, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.chat.DisabledStreamingChatLanguageModel

generate(List<ChatMessage>, ToolSpecification, StreamingResponseHandler<AiMessage>) - Method in interface dev.langchain4j.model.chat.StreamingChatLanguageModel

Generates a response from the model based on a list of messages and a tool specification.

generate(List<ChatMessage>, ToolSpecification, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.localai.LocalAiStreamingChatModel

generate(List<ChatMessage>, ToolSpecification, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.mistralai.MistralAiStreamingChatModel

Generates streamed token response based on the given list of messages and tool specification.

generate(List<ChatMessage>, ToolSpecification, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.openai.OpenAiStreamingChatModel

generate(List<ChatMessage>, ToolSpecification, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.qianfan.QianfanStreamingChatModel

generate(List<ChatMessage>, ToolSpecification, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.vertexai.VertexAiGeminiStreamingChatModel

generate(List<ChatMessage>, ToolSpecification, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.zhipu.ZhipuAiStreamingChatModel

generate(List<ChatMessage>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.anthropic.AnthropicStreamingChatModel

generate(List<ChatMessage>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel

generate(List<ChatMessage>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.chat.DisabledStreamingChatLanguageModel

generate(List<ChatMessage>, StreamingResponseHandler<AiMessage>) - Method in interface dev.langchain4j.model.chat.StreamingChatLanguageModel

Generates a response from the model based on a sequence of messages.

generate(List<ChatMessage>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.dashscope.QwenStreamingChatModel

generate(List<ChatMessage>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.localai.LocalAiStreamingChatModel

generate(List<ChatMessage>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.mistralai.MistralAiStreamingChatModel

Generates streamed token response based on the given list of messages.

generate(List<ChatMessage>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.ollama.OllamaStreamingChatModel

generate(List<ChatMessage>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.openai.OpenAiStreamingChatModel

generate(List<ChatMessage>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.qianfan.QianfanStreamingChatModel

generate(List<ChatMessage>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.vertexai.VertexAiGeminiStreamingChatModel

generate(List<ChatMessage>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.zhipu.ZhipuAiStreamingChatModel

generate(List<ChatMessage>, List<ToolSpecification>) - Method in class dev.langchain4j.model.anthropic.AnthropicChatModel

generate(List<ChatMessage>, List<ToolSpecification>) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel

generate(List<ChatMessage>, List<ToolSpecification>) - Method in interface dev.langchain4j.model.chat.ChatLanguageModel

Generates a response from the model based on a list of messages and a list of tool specifications.

generate(List<ChatMessage>, List<ToolSpecification>) - Method in class dev.langchain4j.model.chat.DisabledChatLanguageModel

generate(List<ChatMessage>, List<ToolSpecification>) - Method in class dev.langchain4j.model.localai.LocalAiChatModel

generate(List<ChatMessage>, List<ToolSpecification>) - Method in class dev.langchain4j.model.mistralai.MistralAiChatModel

Generates an AI message response based on the given list of chat messages and tool specifications.

generate(List<ChatMessage>, List<ToolSpecification>) - Method in class dev.langchain4j.model.openai.OpenAiChatModel

generate(List<ChatMessage>, List<ToolSpecification>) - Method in class dev.langchain4j.model.qianfan.QianfanChatModel

generate(List<ChatMessage>, List<ToolSpecification>) - Method in class dev.langchain4j.model.vertexai.VertexAiGeminiChatModel

generate(List<ChatMessage>, List<ToolSpecification>) - Method in class dev.langchain4j.model.zhipu.ZhipuAiChatModel

generate(List<ChatMessage>, List<ToolSpecification>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel

generate(List<ChatMessage>, List<ToolSpecification>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.chat.DisabledStreamingChatLanguageModel

generate(List<ChatMessage>, List<ToolSpecification>, StreamingResponseHandler<AiMessage>) - Method in interface dev.langchain4j.model.chat.StreamingChatLanguageModel

Generates a response from the model based on a list of messages and a list of tool specifications.

generate(List<ChatMessage>, List<ToolSpecification>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.localai.LocalAiStreamingChatModel

generate(List<ChatMessage>, List<ToolSpecification>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.mistralai.MistralAiStreamingChatModel

Generates streamed token response based on the given list of messages and tool specifications.

generate(List<ChatMessage>, List<ToolSpecification>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.openai.OpenAiStreamingChatModel

generate(List<ChatMessage>, List<ToolSpecification>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.qianfan.QianfanStreamingChatModel

generate(List<ChatMessage>, List<ToolSpecification>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.vertexai.VertexAiGeminiStreamingChatModel

generate(List<ChatMessage>, List<ToolSpecification>, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.zhipu.ZhipuAiStreamingChatModel

generatedText() - Method in class dev.langchain4j.model.huggingface.client.TextGenerationResponse

GeneratedToken() - Constructor for class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModelResponse.GeneratedToken

generateUUIDFrom(String) - Static method in class dev.langchain4j.internal.Utils

Generates a UUID from a hash of the given input string.

Generation() - Constructor for class dev.langchain4j.model.bedrock.BedrockCohereChatModelResponse.Generation

GENERATION - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockCohereChatModel.ReturnLikelihood

geoLocation() - Method in class dev.langchain4j.web.search.WebSearchRequest

Get the desired geolocation for search results.

geoLocation(String) - Method in class dev.langchain4j.web.search.WebSearchRequest.Builder

Set the desired geolocation for search results.

get(Object) - Method in interface dev.langchain4j.memory.chat.ChatMemoryProvider

Provides an instance of ChatMemory.

get(String) - Method in class dev.langchain4j.data.document.Metadata

Returns the value associated with the given key.

getAccessToken() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse

getAttributes() - Method in class dev.langchain4j.store.embedding.azure.search.Document.Metadata

getBanRound() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getBody(Request) - Method in class dev.langchain4j.model.qianfan.client.SyncRequestExecutor

getCassandraSession() - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore

Access the cassandra session for fined grained operation.

getConnection() - Method in class dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore

Datasource connection Creates the vector extension and add the vector type if it does not exist.

getContent() - Method in class dev.langchain4j.model.qianfan.client.chat.Examples

getContent() - Method in class dev.langchain4j.store.embedding.azure.search.Document

getContentClass() - Method in enum class dev.langchain4j.data.message.ContentType

Returns the class of the content type.

getContentVector() - Method in class dev.langchain4j.store.embedding.azure.search.Document

getCreated() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getDefaultConfig() - Static method in class dev.langchain4j.store.embedding.vearch.VearchConfig

getDouble(String) - Method in class dev.langchain4j.data.document.Metadata

Returns the Double value associated with the given key.

getEmbedding() - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingResponse

Convenience method to get the embedding from the first data.

getEndpoint(String) - Static method in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

getEndpoint(String) - Static method in enum class dev.langchain4j.model.qianfan.QianfanEmbeddingModelNameEnum

getEndpoint(String) - Static method in enum class dev.langchain4j.model.qianfan.QianfanLanguageModelNameEnum

getErrorCode() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getErrorMsg() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getExpiresIn() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse

getFinishReason() - Method in class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModelResponse

getFinishReason() - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModelResponse

getFinishReason() - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModelResponse

getFinishReason() - Method in class dev.langchain4j.model.bedrock.BedrockCohereChatModelResponse

getFinishReason() - Method in class dev.langchain4j.model.bedrock.BedrockLlamaChatModelResponse

getFinishReason() - Method in class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModelResponse

getFinishReason() - Method in class dev.langchain4j.model.bedrock.BedrockTitanChatModelResponse

getFinishReason() - Method in interface dev.langchain4j.model.bedrock.internal.BedrockChatModelResponse

getFinishReason() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getFloat(String) - Method in class dev.langchain4j.data.document.Metadata

Returns the Float value associated with the given key.

getFunctionCall() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getFunctionCall() - Method in class dev.langchain4j.model.qianfan.client.chat.Examples

getId() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getId() - Method in class dev.langchain4j.store.embedding.azure.search.Document

getInputs() - Method in class dev.langchain4j.model.huggingface.client.EmbeddingRequest

getInputTextTokenCount() - Method in interface dev.langchain4j.model.bedrock.internal.BedrockEmbeddingResponse

Get input text token count

getInteger(String) - Method in class dev.langchain4j.data.document.Metadata

Returns the Integer value associated with the given key.

getIsEnd() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getIsTruncated() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getJavaClass() - Method in class dev.langchain4j.store.embedding.infinispan.LangChainItemMarshaller

getJavaClass() - Method in class dev.langchain4j.store.embedding.infinispan.LangChainMetadataMarshaller

getKey() - Method in class dev.langchain4j.store.embedding.azure.search.Document.Metadata.Attribute

getLong(String) - Method in class dev.langchain4j.data.document.Metadata

Returns the Long value associated with the given key.

getMessages(Object) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore

Retrieves messages for a specified chat memory.

getMessages(Object) - Method in interface dev.langchain4j.store.memory.chat.ChatMemoryStore

Retrieves messages for a specified chat memory.

getMessages(Object) - Method in class dev.langchain4j.store.memory.chat.InMemoryChatMemoryStore

getMetadata() - Method in class dev.langchain4j.store.embedding.azure.search.Document

getModelId() - Method in class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModel

getModelId() - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModel

getModelId() - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModel

getModelId() - Method in class dev.langchain4j.model.bedrock.BedrockCohereChatModel

getModelId() - Method in class dev.langchain4j.model.bedrock.BedrockLlamaChatModel

getModelId() - Method in class dev.langchain4j.model.bedrock.BedrockMistralAiChatModel

getModelId() - Method in class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel

getModelId() - Method in class dev.langchain4j.model.bedrock.BedrockTitanChatModel

getModelId() - Method in class dev.langchain4j.model.bedrock.BedrockTitanEmbeddingModel

getModelId() - Method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockChatModel

Get model id

getModelId() - Method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockEmbeddingModel

Get model id

getName() - Method in class dev.langchain4j.model.qianfan.client.chat.Examples

getName() - Method in interface dev.langchain4j.spi.prompt.PromptTemplateFactory.Input

Get the name of the template.

getNeedClearHistory() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getObject() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getOptions() - Method in class dev.langchain4j.model.huggingface.client.EmbeddingRequest

getOrDefault(T, Supplier<T>) - Static method in class dev.langchain4j.internal.Utils

Returns the given value if it is not null, otherwise returns the value returned by the given supplier.

getOrDefault(T, T) - Static method in class dev.langchain4j.internal.Utils

Returns the given value if it is not null, otherwise returns the given default value.

getOutputText() - Method in class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModelResponse

getOutputText() - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModelResponse

getOutputText() - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModelResponse

getOutputText() - Method in class dev.langchain4j.model.bedrock.BedrockCohereChatModelResponse

getOutputText() - Method in class dev.langchain4j.model.bedrock.BedrockLlamaChatModelResponse

getOutputText() - Method in class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModelResponse

getOutputText() - Method in class dev.langchain4j.model.bedrock.BedrockTitanChatModelResponse

getOutputText() - Method in interface dev.langchain4j.model.bedrock.internal.BedrockChatModelResponse

getRefreshToken() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse

getRemoteCache() - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore

Gets the underlying Infinispan remote cache

getRequestParameters(String) - Method in class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModel

getRequestParameters(String) - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModel

getRequestParameters(String) - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModel

getRequestParameters(String) - Method in class dev.langchain4j.model.bedrock.BedrockCohereChatModel

getRequestParameters(String) - Method in class dev.langchain4j.model.bedrock.BedrockLlamaChatModel

getRequestParameters(String) - Method in class dev.langchain4j.model.bedrock.BedrockMistralAiChatModel

getRequestParameters(String) - Method in class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel

getRequestParameters(String) - Method in class dev.langchain4j.model.bedrock.BedrockTitanChatModel

getRequestParameters(String) - Method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockChatModel

Get request parameters

getRequestParameters(List<TextSegment>) - Method in class dev.langchain4j.model.bedrock.BedrockTitanEmbeddingModel

getRequestParameters(List<TextSegment>) - Method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockEmbeddingModel

Get request body

getResponseClassType() - Method in class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModel

getResponseClassType() - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModel

getResponseClassType() - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModel

getResponseClassType() - Method in class dev.langchain4j.model.bedrock.BedrockCohereChatModel

getResponseClassType() - Method in class dev.langchain4j.model.bedrock.BedrockLlamaChatModel

getResponseClassType() - Method in class dev.langchain4j.model.bedrock.BedrockMistralAiChatModel

getResponseClassType() - Method in class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel

getResponseClassType() - Method in class dev.langchain4j.model.bedrock.BedrockTitanChatModel

getResponseClassType() - Method in class dev.langchain4j.model.bedrock.BedrockTitanEmbeddingModel

getResponseClassType() - Method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockChatModel

Get response class type

getResponseClassType() - Method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockEmbeddingModel

Get response class type

getResult() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getRole() - Method in class dev.langchain4j.model.qianfan.client.chat.Examples

getRole() - Method in class dev.langchain4j.model.zhipu.chat.AssistantMessage

getRole() - Method in interface dev.langchain4j.model.zhipu.chat.Message

getRole() - Method in class dev.langchain4j.model.zhipu.chat.SystemMessage

getRole() - Method in class dev.langchain4j.model.zhipu.chat.ToolMessage

getRole() - Method in class dev.langchain4j.model.zhipu.chat.UserMessage

getScope() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse

getSentenceId() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getSessionKey() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse

getSessionSecret() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse

getSource() - Method in class dev.langchain4j.store.embedding.azure.search.Document.Metadata

getString(String) - Method in class dev.langchain4j.data.document.Metadata

Returns the String value associated with the given key.

getTemplate() - Method in interface dev.langchain4j.spi.prompt.PromptTemplateFactory.Input

Get the template string.

getTokenUsage() - Method in class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModelResponse

getTokenUsage() - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModelResponse

getTokenUsage() - Method in class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModelResponse

getTokenUsage() - Method in class dev.langchain4j.model.bedrock.BedrockCohereChatModelResponse

getTokenUsage() - Method in class dev.langchain4j.model.bedrock.BedrockLlamaChatModelResponse

getTokenUsage() - Method in class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModelResponse

getTokenUsage() - Method in class dev.langchain4j.model.bedrock.BedrockTitanChatModelResponse

getTokenUsage() - Method in interface dev.langchain4j.model.bedrock.internal.BedrockChatModelResponse

getTypeName() - Method in class dev.langchain4j.store.embedding.infinispan.LangChainItemMarshaller

getTypeName() - Method in class dev.langchain4j.store.embedding.infinispan.LangChainMetadataMarshaller

getUsage() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

getValue() - Method in enum class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.SimilarityMetric

getValue() - Method in enum class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.VectorIndexType

getValue() - Method in class dev.langchain4j.store.embedding.azure.search.Document.Metadata.Attribute

GitHubDocumentLoader - Class in dev.langchain4j.data.document.loader.github

GitHubDocumentLoader() - Constructor for class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader

GitHubDocumentLoader(String, String) - Constructor for class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader

GitHubDocumentLoader(String, String, String) - Constructor for class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader

GitHubDocumentLoader(GitHub) - Constructor for class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader

GitHubDocumentLoader.Builder - Class in dev.langchain4j.data.document.loader.github

GitHubSource - Class in dev.langchain4j.data.document.source.github

GitHubSource(GHContent) - Constructor for class dev.langchain4j.data.document.source.github.GitHubSource

gitHubToken(String) - Method in class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader.Builder

gitHubTokenOrganization(String) - Method in class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader.Builder

GLM_3_TURBO - Enum constant in enum class dev.langchain4j.model.zhipu.chat.ChatCompletionModel

GLM_4 - Enum constant in enum class dev.langchain4j.model.zhipu.chat.ChatCompletionModel

GPT_3_5_TURBO - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_3_5_TURBO - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

GPT_3_5_TURBO - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_3_5_TURBO_0125 - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_3_5_TURBO_0125 - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

GPT_3_5_TURBO_0301 - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_3_5_TURBO_0613 - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_3_5_TURBO_0613 - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

GPT_3_5_TURBO_0613 - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_3_5_TURBO_1106 - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_3_5_TURBO_1106 - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

GPT_3_5_TURBO_1106 - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_3_5_TURBO_16K - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_3_5_TURBO_16K - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

GPT_3_5_TURBO_16K - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_3_5_TURBO_16K_0613 - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_3_5_TURBO_16K_0613 - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

GPT_3_5_TURBO_16K_0613 - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_3_5_TURBO_INSTRUCT - Enum constant in enum class dev.langchain4j.model.openai.OpenAiLanguageModelName

GPT_3_5_TURBO_INSTRUCT - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

GPT_3_5_TURBO_INSTRUCT - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_4 - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_4 - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

GPT_4 - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_4_0125_PREVIEW - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_4_0314 - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_4_0314 - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_4_0613 - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_4_0613 - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

GPT_4_0613 - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_4_1106_PREVIEW - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_4_1106_PREVIEW - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

GPT_4_1106_PREVIEW - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_4_32K - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_4_32K - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

GPT_4_32K - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_4_32K_0314 - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_4_32K_0314 - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_4_32K_0613 - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_4_32K_0613 - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

GPT_4_32K_0613 - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPT_4_TURBO_PREVIEW - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_4_VISION_PREVIEW - Enum constant in enum class dev.langchain4j.model.openai.OpenAiChatModelName

GPT_4_VISION_PREVIEW - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

GPU - Enum constant in enum class dev.langchain4j.store.embedding.vearch.RetrievalType

GPUParam() - Constructor for class dev.langchain4j.store.embedding.vearch.RetrievalParam.GPUParam

GraalVmJavaScriptExecutionEngine - Class in dev.langchain4j.code.graalvm

CodeExecutionEngine that uses GraalVM Polyglot/Truffle to execute provided JavaScript code.

GraalVmJavaScriptExecutionEngine() - Constructor for class dev.langchain4j.code.graalvm.GraalVmJavaScriptExecutionEngine

GraalVmJavaScriptExecutionTool - Class in dev.langchain4j.agent.tool.graalvm

A tool that executes provided JavaScript code using GraalVM Polyglot/Truffle.

GraalVmJavaScriptExecutionTool() - Constructor for class dev.langchain4j.agent.tool.graalvm.GraalVmJavaScriptExecutionTool

GraalVmPythonExecutionEngine - Class in dev.langchain4j.code.graalvm

CodeExecutionEngine that uses GraalVM Polyglot/Truffle to execute provided Python code.

GraalVmPythonExecutionEngine() - Constructor for class dev.langchain4j.code.graalvm.GraalVmPythonExecutionEngine

GraalVmPythonExecutionTool - Class in dev.langchain4j.agent.tool.graalvm

A tool that executes provided Python code using GraalVM Polyglot/Truffle.

GraalVmPythonExecutionTool() - Constructor for class dev.langchain4j.agent.tool.graalvm.GraalVmPythonExecutionTool

GRANT_TYPE - Static variable in class dev.langchain4j.model.qianfan.client.QianfanClient

GSON - Static variable in class dev.langchain4j.agent.tool.ToolExecutionRequestUtil

Gson instance.

GSON - Static variable in class dev.langchain4j.model.qianfan.client.Json

GsonChatMessageJsonCodec - Class in dev.langchain4j.data.message

A codec for serializing and deserializing ChatMessage objects to and from JSON.

GsonChatMessageJsonCodec() - Constructor for class dev.langchain4j.data.message.GsonChatMessageJsonCodec

Constructs a new GsonChatMessageJsonCodec.

GsonInMemoryEmbeddingStoreJsonCodec - Class in dev.langchain4j.store.embedding.inmemory

GsonInMemoryEmbeddingStoreJsonCodec() - Constructor for class dev.langchain4j.store.embedding.inmemory.GsonInMemoryEmbeddingStoreJsonCodec

guidanceScale(Integer) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

H

hasChatMemory() - Method in class dev.langchain4j.service.AiServiceContext

hashCode() - Method in class dev.langchain4j.agent.tool.JsonSchemaProperty

hashCode() - Method in class dev.langchain4j.agent.tool.ToolExecutionRequest

hashCode() - Method in class dev.langchain4j.agent.tool.ToolParameters

hashCode() - Method in class dev.langchain4j.agent.tool.ToolSpecification

hashCode() - Method in class dev.langchain4j.data.document.Document

hashCode() - Method in class dev.langchain4j.data.document.Metadata

hashCode() - Method in class dev.langchain4j.data.embedding.Embedding

hashCode() - Method in class dev.langchain4j.data.image.Image

hashCode() - Method in class dev.langchain4j.data.message.AiMessage

hashCode() - Method in class dev.langchain4j.data.message.ImageContent

hashCode() - Method in class dev.langchain4j.data.message.SystemMessage

hashCode() - Method in class dev.langchain4j.data.message.TextContent

hashCode() - Method in class dev.langchain4j.data.message.ToolExecutionResultMessage

hashCode() - Method in class dev.langchain4j.data.message.UserMessage

hashCode() - Method in class dev.langchain4j.data.segment.TextSegment

hashCode() - Method in class dev.langchain4j.model.huggingface.client.Options

hashCode() - Method in class dev.langchain4j.model.huggingface.client.Parameters

hashCode() - Method in class dev.langchain4j.model.huggingface.client.TextGenerationRequest

hashCode() - Method in class dev.langchain4j.model.input.Prompt

hashCode() - Method in class dev.langchain4j.model.moderation.Moderation

hashCode() - Method in class dev.langchain4j.model.output.Response

hashCode() - Method in class dev.langchain4j.model.output.TokenUsage

hashCode() - Method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall

hashCode() - Method in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

hashCode() - Method in class dev.langchain4j.model.qianfan.client.chat.Message

hashCode() - Method in class dev.langchain4j.model.qianfan.client.chat.Parameters

hashCode() - Method in class dev.langchain4j.model.qianfan.client.chat.Responses

hashCode() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingRequest

hashCode() - Method in class dev.langchain4j.model.qianfan.client.Usage

hashCode() - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingRequest

hashCode() - Method in class dev.langchain4j.rag.content.Content

hashCode() - Method in class dev.langchain4j.rag.query.Metadata

hashCode() - Method in class dev.langchain4j.rag.query.Query

hashCode() - Method in class dev.langchain4j.store.embedding.EmbeddingMatch

hashCode() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns a hash code value for this object.

hashCode() - Method in record class dev.langchain4j.store.embedding.infinispan.LangChainInfinispanItem

Returns a hash code value for this object.

hashCode() - Method in record class dev.langchain4j.store.embedding.infinispan.LangChainMetadata

Returns a hash code value for this object.

hashCode() - Method in class dev.langchain4j.web.search.WebSearchInformationResult

hashCode() - Method in class dev.langchain4j.web.search.WebSearchOrganicResult

hashCode() - Method in class dev.langchain4j.web.search.WebSearchRequest

hashCode() - Method in class dev.langchain4j.web.search.WebSearchResults

hasSingleText() - Method in class dev.langchain4j.data.message.UserMessage

Whether this message contains a single TextContent.

hasToolExecutionRequests() - Method in class dev.langchain4j.data.message.AiMessage

Check if the message has ToolExecutionRequests.

HierarchicalDocumentSplitter - Class in dev.langchain4j.data.document.splitter

Base class for hierarchical document splitters.

HierarchicalDocumentSplitter(int, int) - Constructor for class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

Creates a new instance of HierarchicalDocumentSplitter.

HierarchicalDocumentSplitter(int, int, HierarchicalDocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

Creates a new instance of HierarchicalDocumentSplitter.

HierarchicalDocumentSplitter(int, int, Tokenizer) - Constructor for class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

Creates a new instance of HierarchicalDocumentSplitter.

HierarchicalDocumentSplitter(int, int, Tokenizer, DocumentSplitter) - Constructor for class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

Creates a new instance of HierarchicalDocumentSplitter.

HIGH - Enum constant in enum class dev.langchain4j.data.message.ImageContent.DetailLevel

High detail.

HNSW - Enum constant in enum class dev.langchain4j.store.embedding.vearch.RetrievalType

HNSWParam() - Constructor for class dev.langchain4j.store.embedding.vearch.RetrievalParam.HNSWParam

host(String) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

host(String) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore.Builder

host(String) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore.Builder

HtmlTextExtractor - Class in dev.langchain4j.data.document.transformer

Extracts text from a given HTML document.

HtmlTextExtractor() - Constructor for class dev.langchain4j.data.document.transformer.HtmlTextExtractor

Constructs an instance of HtmlToTextTransformer that extracts all text from a given Document containing HTML.

HtmlTextExtractor(String, Map<String, String>, boolean) - Constructor for class dev.langchain4j.data.document.transformer.HtmlTextExtractor

Constructs an instance of HtmlToTextTransformer that extracts text from HTML elements matching the provided CSS selector.

HuggingFaceChatModel - Class in dev.langchain4j.model.huggingface

HuggingFaceChatModel(HuggingFaceChatModel.Builder) - Constructor for class dev.langchain4j.model.huggingface.HuggingFaceChatModel

HuggingFaceChatModel(String, String, Duration, Double, Integer, Boolean, Boolean) - Constructor for class dev.langchain4j.model.huggingface.HuggingFaceChatModel

HuggingFaceChatModel.Builder - Class in dev.langchain4j.model.huggingface

HuggingFaceChatModelBuilderFactory - Interface in dev.langchain4j.model.huggingface.spi

A factory for building HuggingFaceChatModel.Builder instances.

HuggingFaceClient - Interface in dev.langchain4j.model.huggingface.client

HuggingFaceClientFactory - Interface in dev.langchain4j.model.huggingface.spi

HuggingFaceClientFactory.Input - Interface in dev.langchain4j.model.huggingface.spi

HuggingFaceEmbeddingModel - Class in dev.langchain4j.model.huggingface

HuggingFaceEmbeddingModel(String, String, Boolean, Duration) - Constructor for class dev.langchain4j.model.huggingface.HuggingFaceEmbeddingModel

HuggingFaceEmbeddingModel.HuggingFaceEmbeddingModelBuilder - Class in dev.langchain4j.model.huggingface

HuggingFaceEmbeddingModelBuilder() - Constructor for class dev.langchain4j.model.huggingface.HuggingFaceEmbeddingModel.HuggingFaceEmbeddingModelBuilder

HuggingFaceEmbeddingModelBuilderFactory - Interface in dev.langchain4j.model.huggingface.spi

A factory for building HuggingFaceEmbeddingModel.HuggingFaceEmbeddingModelBuilder instances.

HuggingFaceLanguageModel - Class in dev.langchain4j.model.huggingface

HuggingFaceLanguageModel(HuggingFaceLanguageModel.Builder) - Constructor for class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel

HuggingFaceLanguageModel(String, String, Duration, Double, Integer, Boolean, Boolean) - Constructor for class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel

HuggingFaceLanguageModel.Builder - Class in dev.langchain4j.model.huggingface

HuggingFaceLanguageModelBuilderFactory - Interface in dev.langchain4j.model.huggingface.spi

A factory for building HuggingFaceLanguageModel.Builder instances.

HuggingFaceModelName - Class in dev.langchain4j.model.huggingface

HYBRID - Enum constant in enum class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchQueryType

Uses the hybrid search (vector + full text) to find the most similar TextSegments.

HYBRID_WITH_RERANKING - Enum constant in enum class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchQueryType

Uses the hybrid search (vector + full text) to find the most similar TextSegments, and uses the semantic re-ranker algorithm to rank the results.

I

id - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicContent

id - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageResponse

id - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicResponseMessage

id - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicToolUseContent

id() - Method in class dev.langchain4j.agent.tool.ToolExecutionRequest

Returns the id of the tool.

id() - Method in class dev.langchain4j.data.message.ToolExecutionResultMessage

Returns the id of the tool.

id() - Method in class dev.langchain4j.memory.chat.MessageWindowChatMemory

id() - Method in class dev.langchain4j.memory.chat.TokenWindowChatMemory

id() - Method in interface dev.langchain4j.memory.ChatMemory

The ID of the ChatMemory.

id() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse

id() - Method in record class dev.langchain4j.store.embedding.infinispan.LangChainInfinispanItem

Returns the value of the id record component.

id(Object) - Method in class dev.langchain4j.memory.chat.MessageWindowChatMemory.Builder

id(Object) - Method in class dev.langchain4j.memory.chat.TokenWindowChatMemory.Builder

id(String) - Method in class dev.langchain4j.agent.tool.ToolExecutionRequest.Builder

Sets the id.

id(String) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse.Builder

id(String) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionResponse.Builder

id(String) - Method in class dev.langchain4j.model.zhipu.chat.ToolCall.Builder

idToRetriever - Variable in class dev.langchain4j.rag.query.router.LanguageModelQueryRouter

ignoreErrors() - Method in interface dev.langchain4j.model.qianfan.client.AsyncResponseHandling

ignoreErrors() - Method in interface dev.langchain4j.model.qianfan.client.StreamingCompletionHandling

ignoreErrors() - Method in interface dev.langchain4j.service.OnCompleteOrOnError

All errors during streaming will be ignored (but will be logged with a WARN log level).

ignoreErrors() - Method in interface dev.langchain4j.service.OnError

All errors during streaming will be ignored (but will be logged with a WARN log level).

illegalArgument(String, Object...) - Static method in class dev.langchain4j.internal.Exceptions

Constructs an IllegalArgumentException with the given formatted result.

illegalConfiguration(String) - Static method in exception class dev.langchain4j.exception.IllegalConfigurationException

illegalConfiguration(String, Object...) - Static method in exception class dev.langchain4j.exception.IllegalConfigurationException

IllegalConfigurationException - Exception Class in dev.langchain4j.exception

IllegalConfigurationException(String) - Constructor for exception class dev.langchain4j.exception.IllegalConfigurationException

image() - Method in class dev.langchain4j.data.message.ImageContent

Get the Image.

Image - Class in dev.langchain4j.data.image

Represents an image as a URL or as a Base64-encoded string.

IMAGE - Enum constant in enum class dev.langchain4j.data.message.ContentType

Image content.

Image.Builder - Class in dev.langchain4j.data.image

Builder for Image.

ImageContent - Class in dev.langchain4j.data.message

Represents an image with a DetailLevel.

ImageContent(Image) - Constructor for class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given image.

ImageContent(Image, ImageContent.DetailLevel) - Constructor for class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given image.

ImageContent(String) - Constructor for class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given url.

ImageContent(String, ImageContent.DetailLevel) - Constructor for class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given url and detail level.

ImageContent(String, String) - Constructor for class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given base64 data and mime type.

ImageContent(String, String, ImageContent.DetailLevel) - Constructor for class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given base64 data and mime type.

ImageContent(URI) - Constructor for class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given url.

ImageContent(URI, ImageContent.DetailLevel) - Constructor for class dev.langchain4j.data.message.ImageContent

Create a new ImageContent from the given url and detail level.

ImageContent.DetailLevel - Enum Class in dev.langchain4j.data.message

The detail level of an Image.

ImageModel - Interface in dev.langchain4j.model.image

Text to Image generator model.

index - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicStreamingData

index() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingData

index(SearchIndex) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever.Builder

If using a custom index, sets the index to be used.

index(SearchIndex) - Method in class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore.Builder

If using a custom index, sets the index to be used.

index(Integer) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingData.Builder

index(Integer) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionChoice.Builder

index(Integer) - Method in class dev.langchain4j.model.zhipu.chat.ToolCall.Builder

index(Integer) - Method in class dev.langchain4j.model.zhipu.embedding.Embedding.Builder

index(String) - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore.Builder

INDEX_NAME - Static variable in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

indexes() - Method in interface dev.langchain4j.store.embedding.pgvector.MetadataStorageConfig

Metadata Indexes, list of fields to use as index.

indexMapping(IndexMapping) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore.Builder

set MongoDB search index fields mapping

IndexMapping - Class in dev.langchain4j.store.embedding.mongodb

IndexMapping() - Constructor for class dev.langchain4j.store.embedding.mongodb.IndexMapping

indexName(String) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

indexName(String) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore.Builder

indexName(String) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore.Builder

indexName(String) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore.Builder

indexName(String) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore.Builder

indexSize(Long) - Method in class dev.langchain4j.store.embedding.vearch.SpaceEngine.Builder

indexType() - Method in interface dev.langchain4j.store.embedding.pgvector.MetadataStorageConfig

Index Type: BTREE (default) GIN ...

indexType(IndexType) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

infinispanConfigBuilder(ConfigurationBuilder) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Infinispan Configuration Builder

InfinispanEmbeddingStore - Class in dev.langchain4j.store.embedding.infinispan

Infinispan Embedding Store

InfinispanEmbeddingStore(ConfigurationBuilder, InfinispanStoreConfiguration) - Constructor for class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore

Creates an instance of InfinispanEmbeddingStore

InfinispanEmbeddingStore(RemoteCacheManager, InfinispanStoreConfiguration) - Constructor for class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore

Creates an Infinispan embedding store from a RemoteCacheManager Assumes marshalling configuration is already provided by the RemoteCacheManager instance.

InfinispanEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.infinispan

InfinispanStoreConfiguration - Record Class in dev.langchain4j.store.embedding.infinispan

Holds configuration for the store

InfinispanStoreConfiguration(String, Integer, Integer, String, String, String, String, String, String, boolean, boolean) - Constructor for record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Creates the configuration and sets default values

ingest(Document) - Method in class dev.langchain4j.store.embedding.EmbeddingStoreIngestor

Ingests a specified document into an EmbeddingStore that was specified during the creation of this EmbeddingStoreIngestor.

ingest(Document...) - Method in class dev.langchain4j.store.embedding.EmbeddingStoreIngestor

Ingests specified documents into an EmbeddingStore that was specified during the creation of this EmbeddingStoreIngestor.

ingest(Document, EmbeddingStore<TextSegment>) - Static method in class dev.langchain4j.store.embedding.EmbeddingStoreIngestor

Ingests a specified Document into a specified EmbeddingStore.

ingest(List<Document>) - Method in class dev.langchain4j.store.embedding.EmbeddingStoreIngestor

Ingests specified documents into an EmbeddingStore that was specified during the creation of this EmbeddingStoreIngestor.

ingest(List<Document>, EmbeddingStore<TextSegment>) - Static method in class dev.langchain4j.store.embedding.EmbeddingStoreIngestor

Ingests specified Documents into a specified EmbeddingStore.

initialize(String, AzureKeyCredential, TokenCredential, boolean, int, SearchIndex) - Method in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

initTable(Boolean, Boolean, Boolean, Integer, Integer) - Method in class dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore

Initialize metadata table following configuration

inject(List<Content>, UserMessage) - Method in interface dev.langchain4j.rag.content.injector.ContentInjector

Injects given Contents into a given UserMessage.

inject(List<Content>, UserMessage) - Method in class dev.langchain4j.rag.content.injector.DefaultContentInjector

InMemoryChatMemoryStore - Class in dev.langchain4j.store.memory.chat

Implementation of ChatMemoryStore that stores state of ChatMemory (chat messages) in-memory.

InMemoryChatMemoryStore() - Constructor for class dev.langchain4j.store.memory.chat.InMemoryChatMemoryStore

Constructs a new InMemoryChatMemoryStore.

InMemoryEmbeddingStore<Embedded> - Class in dev.langchain4j.store.embedding.inmemory

An EmbeddingStore that stores embeddings in memory.

InMemoryEmbeddingStore() - Constructor for class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

InMemoryEmbeddingStoreJsonCodec - Interface in dev.langchain4j.store.embedding.inmemory

InMemoryEmbeddingStoreJsonCodecFactory - Interface in dev.langchain4j.spi.store.embedding.inmemory

INNER_PRODUCT - Enum constant in enum class dev.langchain4j.store.embedding.vearch.MetricType

Inner Product

input - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicContent

input - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicToolUseContent

input() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingRequest

input(String) - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingRequest.Builder

input(String...) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingRequest.Builder

input(List<String>) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingRequest.Builder

inputs(String) - Method in class dev.langchain4j.model.huggingface.client.TextGenerationRequest.Builder

inputSchema - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicTool

inputStream() - Method in interface dev.langchain4j.data.document.DocumentSource

Provides an InputStream to read the content of the document.

inputStream() - Method in class dev.langchain4j.data.document.source.amazon.s3.AmazonS3Source

inputStream() - Method in class dev.langchain4j.data.document.source.azure.storage.blob.AzureBlobStorageSource

inputStream() - Method in class dev.langchain4j.data.document.source.FileSystemSource

inputStream() - Method in class dev.langchain4j.data.document.source.github.GitHubSource

inputStream() - Method in class dev.langchain4j.data.document.source.tencent.cos.TencentCosSource

inputStream() - Method in class dev.langchain4j.data.document.source.UrlSource

inputTokenCount() - Method in class dev.langchain4j.model.output.TokenUsage

Returns the input token count, or null if unknown.

inputTokens - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicUsage

INTEGER - Enum constant in enum class dev.langchain4j.store.embedding.vearch.SpacePropertyType

INTEGER - Static variable in class dev.langchain4j.agent.tool.JsonSchemaProperty

A property with key "type" and value "integer".

IntegerParam() - Constructor for class dev.langchain4j.store.embedding.vearch.SpacePropertyParam.IntegerParam

IntegerParam(Boolean) - Constructor for class dev.langchain4j.store.embedding.vearch.SpacePropertyParam.IntegerParam

intercept(Interceptor.Chain) - Method in class dev.langchain4j.model.qianfan.client.AuthorizationHeaderInjector

intercept(Interceptor.Chain) - Method in class dev.langchain4j.model.qianfan.client.RequestLoggingInterceptor

intercept(Interceptor.Chain) - Method in class dev.langchain4j.model.qianfan.client.ResponseLoggingInterceptor

InternalOpenAiHelper - Class in dev.langchain4j.model.openai

InternalOpenAiHelper() - Constructor for class dev.langchain4j.model.openai.InternalOpenAiHelper

InternalQianfanHelper - Class in dev.langchain4j.model.qianfan

InternalQianfanHelper() - Constructor for class dev.langchain4j.model.qianfan.InternalQianfanHelper

IntOutputParser - Class in dev.langchain4j.model.output

IntOutputParser() - Constructor for class dev.langchain4j.model.output.IntOutputParser

invoke(String) - Method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockChatModel

Invoke call to the API

invoke(String) - Method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockEmbeddingModel

Invoke model

isBetween(double, double) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isBetween(float, float) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isBetween(int, int) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isBetween(long, long) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isBetween(String, String) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isCollectionEmpty(Collection<?>) - Static method in class dev.langchain4j.internal.Utils

Deprecated.

Use Utils.isNullOrEmpty(Collection) instead.

isEnd(Boolean) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

isEqualTo(double) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isEqualTo(float) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isEqualTo(int) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isEqualTo(long) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isEqualTo(String) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

IsEqualTo - Class in dev.langchain4j.store.embedding.filter.comparison

IsEqualTo(String, Object) - Constructor for class dev.langchain4j.store.embedding.filter.comparison.IsEqualTo

isError - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicToolResultContent

isGreaterThan(double) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isGreaterThan(float) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isGreaterThan(int) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isGreaterThan(long) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isGreaterThan(String) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

IsGreaterThan - Class in dev.langchain4j.store.embedding.filter.comparison

IsGreaterThan(String, Comparable<?>) - Constructor for class dev.langchain4j.store.embedding.filter.comparison.IsGreaterThan

isGreaterThanOrEqualTo(double) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isGreaterThanOrEqualTo(float) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isGreaterThanOrEqualTo(int) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isGreaterThanOrEqualTo(long) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isGreaterThanOrEqualTo(String) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

IsGreaterThanOrEqualTo - Class in dev.langchain4j.store.embedding.filter.comparison

IsGreaterThanOrEqualTo(String, Comparable<?>) - Constructor for class dev.langchain4j.store.embedding.filter.comparison.IsGreaterThanOrEqualTo

isIn(double...) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isIn(float...) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isIn(int...) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isIn(long...) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isIn(String...) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isIn(Collection<?>) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

IsIn - Class in dev.langchain4j.store.embedding.filter.comparison

IsIn(String, Collection<?>) - Constructor for class dev.langchain4j.store.embedding.filter.comparison.IsIn

isLessThan(double) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isLessThan(float) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isLessThan(int) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isLessThan(long) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isLessThan(String) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

IsLessThan - Class in dev.langchain4j.store.embedding.filter.comparison

IsLessThan(String, Comparable<?>) - Constructor for class dev.langchain4j.store.embedding.filter.comparison.IsLessThan

isLessThanOrEqualTo(double) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isLessThanOrEqualTo(float) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isLessThanOrEqualTo(int) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isLessThanOrEqualTo(long) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isLessThanOrEqualTo(String) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

IsLessThanOrEqualTo - Class in dev.langchain4j.store.embedding.filter.comparison

IsLessThanOrEqualTo(String, Comparable<?>) - Constructor for class dev.langchain4j.store.embedding.filter.comparison.IsLessThanOrEqualTo

isNotEqualTo(double) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isNotEqualTo(float) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isNotEqualTo(int) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isNotEqualTo(long) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isNotEqualTo(String) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

IsNotEqualTo - Class in dev.langchain4j.store.embedding.filter.comparison

IsNotEqualTo(String, Object) - Constructor for class dev.langchain4j.store.embedding.filter.comparison.IsNotEqualTo

isNotIn(double...) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isNotIn(float...) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isNotIn(int...) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isNotIn(long...) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isNotIn(String...) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

isNotIn(Collection<?>) - Method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

IsNotIn - Class in dev.langchain4j.store.embedding.filter.comparison

IsNotIn(String, Collection<?>) - Constructor for class dev.langchain4j.store.embedding.filter.comparison.IsNotIn

isNotNullOrBlank(String) - Static method in class dev.langchain4j.internal.Utils

Is the given string not null and not blank?

isNotNullOrEmpty(String) - Static method in class dev.langchain4j.internal.Utils

Is the given string not null and not empty ("")?

isNullOrBlank(String) - Static method in class dev.langchain4j.internal.Utils

Is the given string null or blank?

isNullOrEmpty(String) - Static method in class dev.langchain4j.internal.Utils

Is the given string null or empty ("")?

isNullOrEmpty(Collection<?>) - Static method in class dev.langchain4j.internal.Utils

Is the collection null or empty?

Isometric - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

isTruncated(Boolean) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

items(JsonSchemaProperty) - Static method in class dev.langchain4j.agent.tool.JsonSchemaProperty

Wraps the given type in a property with key "items".

IVFFLAT - Enum constant in enum class dev.langchain4j.store.embedding.vearch.RetrievalType

IVFFLATParam() - Constructor for class dev.langchain4j.store.embedding.vearch.RetrievalParam.IVFFLATParam

IVFPQ - Enum constant in enum class dev.langchain4j.store.embedding.vearch.RetrievalType

IVFPQParam() - Constructor for class dev.langchain4j.store.embedding.vearch.RetrievalParam.IVFPQParam

J

J2MidV2 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModel.Types

J2UltraV1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModel.Types

JacocoIgnoreCoverageGenerated - Annotation Interface in dev.langchain4j.internal

Annotation to mark methods where JaCoCo coverage should be ignored.

jitterDelayMillis(int) - Method in class dev.langchain4j.internal.RetryUtils.RetryPolicy

This method returns the jitter delay in milliseconds for a given attempt.

jitterScale(double) - Method in class dev.langchain4j.internal.RetryUtils.RetryPolicy.Builder

Sets the jitter scale.

join(StructuredPrompt) - Static method in class dev.langchain4j.model.input.structured.StructuredPrompt.Util

Joins the lines of the prompt template.

joinDelimiter() - Method in class dev.langchain4j.data.document.splitter.DocumentByCharacterSplitter

joinDelimiter() - Method in class dev.langchain4j.data.document.splitter.DocumentByLineSplitter

joinDelimiter() - Method in class dev.langchain4j.data.document.splitter.DocumentByParagraphSplitter

joinDelimiter() - Method in class dev.langchain4j.data.document.splitter.DocumentByRegexSplitter

joinDelimiter() - Method in class dev.langchain4j.data.document.splitter.DocumentBySentenceSplitter

joinDelimiter() - Method in class dev.langchain4j.data.document.splitter.DocumentByWordSplitter

joinDelimiter() - Method in class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

Delimiter string to use to re-join the parts.

Json - Class in dev.langchain4j.internal

A utility class for JSON.

Json - Class in dev.langchain4j.model.qianfan.client

JSON_OBJECT - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiResponseFormatType

Json.JsonCodec - Interface in dev.langchain4j.internal

The abstract JSON codec interface.

JsonCodecFactory - Interface in dev.langchain4j.spi.json

A factory for creating Json.JsonCodec instances through SPI.

JsonSchemaProperty - Class in dev.langchain4j.agent.tool

Represents a property in a JSON schema.

JsonSchemaProperty - Class in dev.langchain4j.model.qianfan.client.chat

JsonSchemaProperty(String, Object) - Constructor for class dev.langchain4j.agent.tool.JsonSchemaProperty

Construct a property with key and value.

JsonSchemaProperty(String, Object) - Constructor for class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

Judge0JavaScriptExecutionTool - Class in dev.langchain4j.code

A tool that executes JS code using the Judge0 service, hosted by Rapid API.

Judge0JavaScriptExecutionTool(String) - Constructor for class dev.langchain4j.code.Judge0JavaScriptExecutionTool

Constructs a new instance with the provided Rapid API key.

Judge0JavaScriptExecutionTool(String, boolean, Duration) - Constructor for class dev.langchain4j.code.Judge0JavaScriptExecutionTool

Constructs a new instance with the provided Rapid API key, a flag to control whether to fix the code, and a timeout.

K

key() - Method in class dev.langchain4j.agent.tool.JsonSchemaProperty

Get the key.

key() - Method in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

key() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsEqualTo

key() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsGreaterThan

key() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsGreaterThanOrEqualTo

key() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsIn

key() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsLessThan

key() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsLessThanOrEqualTo

key() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsNotEqualTo

key() - Method in class dev.langchain4j.store.embedding.filter.comparison.IsNotIn

KEY_ATTRIBUTES_BLOB - Static variable in class dev.langchain4j.store.embedding.astradb.AstraDbEmbeddingStore

Saving the text chunk as an attribut.

KEY_SIMILARITY - Static variable in class dev.langchain4j.store.embedding.astradb.AstraDbEmbeddingStore

Metadata used for similarity.

keyspace - Variable in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

keyspace - Variable in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.Builder

keyspace(String) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

keyspace(String) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.BuilderAstra

keyspace(String) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.Builder

keyspace(String) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.BuilderAstra

kind(String) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

knowledgeId(String) - Method in class dev.langchain4j.model.zhipu.chat.Retrieval.RetrievalBuilder

L

landscape - Enum constant in enum class dev.langchain4j.model.vertexai.VertexAiImageModel.ImageStyle

LangChainInfinispanItem - Record Class in dev.langchain4j.store.embedding.infinispan

Langchain item that is serialized for the langchain integration use case

LangChainInfinispanItem(String, float[], String, Set<LangChainMetadata>) - Constructor for record class dev.langchain4j.store.embedding.infinispan.LangChainInfinispanItem

Creates an instance of a LangChainInfinispanItem record class.

langchainItemFullType() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Get the full name of the langchainItem protobuf type

LangChainItemMarshaller - Class in dev.langchain4j.store.embedding.infinispan

Marshaller to read and write embeddings to Infinispan

LangChainItemMarshaller(String) - Constructor for class dev.langchain4j.store.embedding.infinispan.LangChainItemMarshaller

Constructor for the LangChainItemMarshaller Marshaller

langchainItemName() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns the value of the langchainItemName record component.

langchainItemName(String) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Infinispan schema langchainItemName

LangChainMetadata - Record Class in dev.langchain4j.store.embedding.infinispan

Langchain Metadata item that is serialized for the langchain integration use case

LangChainMetadata(String, String) - Constructor for record class dev.langchain4j.store.embedding.infinispan.LangChainMetadata

Creates an instance of a LangChainMetadata record class.

LangChainMetadataMarshaller - Class in dev.langchain4j.store.embedding.infinispan

Marshaller to read and write metadata to Infinispan

LangChainMetadataMarshaller(String) - Constructor for class dev.langchain4j.store.embedding.infinispan.LangChainMetadataMarshaller

Constructor for the LangChainMetadata Marshaller

LangchainSchemaCreator - Class in dev.langchain4j.store.embedding.infinispan

LangchainSchemaCreator for Infinispan

LangchainSchemaCreator() - Constructor for class dev.langchain4j.store.embedding.infinispan.LangchainSchemaCreator

language() - Method in class dev.langchain4j.web.search.WebSearchRequest

Get the desired language for search results.

language(String) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

language(String) - Method in class dev.langchain4j.web.search.WebSearchRequest.Builder

Set the desired language for search results.

LanguageModel - Interface in dev.langchain4j.model.language

Represents a language model that has a simple text interface (as opposed to a chat interface).

LanguageModelQueryRouter - Class in dev.langchain4j.rag.query.router

A QueryRouter that utilizes a ChatLanguageModel to make a routing decision.

LanguageModelQueryRouter(ChatLanguageModel, Map<ContentRetriever, String>) - Constructor for class dev.langchain4j.rag.query.router.LanguageModelQueryRouter

LanguageModelQueryRouter(ChatLanguageModel, Map<ContentRetriever, String>, PromptTemplate, LanguageModelQueryRouter.FallbackStrategy) - Constructor for class dev.langchain4j.rag.query.router.LanguageModelQueryRouter

LanguageModelQueryRouter.FallbackStrategy - Enum Class in dev.langchain4j.rag.query.router

Strategy applied if the call to the LLM fails of if LLM does not return a valid response.

LanguageModelSqlFilterBuilder - Class in dev.langchain4j.store.embedding.filter.builder.sql

Given a natural language Query, this class creates a suitable Filter using a language model.

LanguageModelSqlFilterBuilder(ChatLanguageModel, TableDefinition) - Constructor for class dev.langchain4j.store.embedding.filter.builder.sql.LanguageModelSqlFilterBuilder

left() - Method in class dev.langchain4j.store.embedding.filter.logical.And

left() - Method in class dev.langchain4j.store.embedding.filter.logical.Or

LENGTH - Enum constant in enum class dev.langchain4j.model.output.FinishReason

The call finished because the token length was reached.

LineArt - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

listDatabase() - Method in interface dev.langchain4j.store.embedding.vearch.VearchApi

listModels() - Method in class dev.langchain4j.model.mistralai.MistralAiClient

listSpaceOfDatabase(String) - Method in interface dev.langchain4j.store.embedding.vearch.VearchApi

ListSpaceResponse - Class in dev.langchain4j.store.embedding.vearch

ListSpaceResponse() - Constructor for class dev.langchain4j.store.embedding.vearch.ListSpaceResponse

LLAMA_2_13B_CHAT - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

LLAMA_2_70B_CHAT - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

LLAMA_2_7B_CHAT - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

load(DocumentSource, DocumentParser) - Static method in class dev.langchain4j.data.document.DocumentLoader

Loads a document from the given source using the given parser.

load(String, DocumentParser) - Static method in class dev.langchain4j.data.document.loader.UrlDocumentLoader

Loads a document from the specified URL.

load(URL, DocumentParser) - Static method in class dev.langchain4j.data.document.loader.UrlDocumentLoader

Loads a document from the specified URL.

loadDocument(String) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Loads a Document from the specified file path.

loadDocument(String, DocumentParser) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Loads a Document from the specified file path.

loadDocument(String, String, DocumentParser) - Method in class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader

Loads a single document from the specified S3 bucket based on the specified object key.

loadDocument(String, String, DocumentParser) - Method in class dev.langchain4j.data.document.loader.azure.storage.blob.AzureBlobStorageDocumentLoader

loadDocument(String, String, DocumentParser) - Method in class dev.langchain4j.data.document.loader.tencent.cos.TencentCosDocumentLoader

Loads a single document from the specified COS bucket based on the specified object key.

loadDocument(String, String, String, String, DocumentParser) - Method in class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader

loadDocument(Path) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Loads a Document from the specified file Path.

loadDocument(Path, DocumentParser) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Loads a Document from the specified file Path.

loadDocuments(String) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Loads Documents from the specified directory.

loadDocuments(String, DocumentParser) - Method in class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader

Loads all documents from an S3 bucket.

loadDocuments(String, DocumentParser) - Method in class dev.langchain4j.data.document.loader.azure.storage.blob.AzureBlobStorageDocumentLoader

loadDocuments(String, DocumentParser) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Loads Documents from the specified directory.

loadDocuments(String, DocumentParser) - Method in class dev.langchain4j.data.document.loader.tencent.cos.TencentCosDocumentLoader

Loads all documents from an COS bucket.

loadDocuments(String, String, DocumentParser) - Method in class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader

Loads all documents from an S3 bucket.

loadDocuments(String, String, DocumentParser) - Method in class dev.langchain4j.data.document.loader.tencent.cos.TencentCosDocumentLoader

Loads all documents from an COS bucket.

loadDocuments(String, String, String, DocumentParser) - Method in class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader

loadDocuments(String, String, String, String, DocumentParser) - Method in class dev.langchain4j.data.document.loader.github.GitHubDocumentLoader

loadDocuments(String, PathMatcher) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Loads matching Documents from the specified directory.

loadDocuments(String, PathMatcher, DocumentParser) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Loads matching Documents from the specified directory.

loadDocuments(Path) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Loads Documents from the specified directory.

loadDocuments(Path, DocumentParser) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Loads Documents from the specified directory.

loadDocuments(Path, PathMatcher) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Loads matching Documents from the specified directory.

loadDocuments(Path, PathMatcher, DocumentParser) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Loads matching Documents from the specified directory.

loadDocumentsRecursively(String) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Recursively loads Documents from the specified directory and its subdirectories.

loadDocumentsRecursively(String, DocumentParser) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Recursively loads Documents from the specified directory and its subdirectories.

loadDocumentsRecursively(String, PathMatcher) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Recursively loads matching Documents from the specified directory and its subdirectories.

loadDocumentsRecursively(String, PathMatcher, DocumentParser) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Recursively loads matching Documents from the specified directory and its subdirectories.

loadDocumentsRecursively(Path) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Recursively loads Documents from the specified directory and its subdirectories.

loadDocumentsRecursively(Path, DocumentParser) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Recursively loads Documents from the specified directory and its subdirectories.

loadDocumentsRecursively(Path, PathMatcher) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Recursively loads matching Documents from the specified directory and its subdirectories.

loadDocumentsRecursively(Path, PathMatcher, DocumentParser) - Static method in class dev.langchain4j.data.document.loader.FileSystemDocumentLoader

Recursively loads matching Documents from the specified directory and its subdirectories.

loadFactories(Class<T>) - Static method in class dev.langchain4j.spi.ServiceHelper

Load all the services of a given type.

loadFactories(Class<T>, ClassLoader) - Static method in class dev.langchain4j.spi.ServiceHelper

Load all the services of a given type.

LocalAiChatModel - Class in dev.langchain4j.model.localai

See LocalAI documentation for more details.

LocalAiChatModel(String, String, Double, Double, Integer, Duration, Integer, Boolean, Boolean) - Constructor for class dev.langchain4j.model.localai.LocalAiChatModel

LocalAiChatModel.LocalAiChatModelBuilder - Class in dev.langchain4j.model.localai

LocalAiChatModelBuilder() - Constructor for class dev.langchain4j.model.localai.LocalAiChatModel.LocalAiChatModelBuilder

LocalAiChatModelBuilderFactory - Interface in dev.langchain4j.model.localai.spi

A factory for building LocalAiChatModel.LocalAiChatModelBuilder instances.

LocalAiEmbeddingModel - Class in dev.langchain4j.model.localai

See LocalAI documentation for more details.

LocalAiEmbeddingModel(String, String, Duration, Integer, Boolean, Boolean) - Constructor for class dev.langchain4j.model.localai.LocalAiEmbeddingModel

LocalAiEmbeddingModel.LocalAiEmbeddingModelBuilder - Class in dev.langchain4j.model.localai

LocalAiEmbeddingModelBuilder() - Constructor for class dev.langchain4j.model.localai.LocalAiEmbeddingModel.LocalAiEmbeddingModelBuilder

LocalAiEmbeddingModelBuilderFactory - Interface in dev.langchain4j.model.localai.spi

A factory for building LocalAiEmbeddingModel.LocalAiEmbeddingModelBuilder instances.

LocalAiLanguageModel - Class in dev.langchain4j.model.localai

See LocalAI documentation for more details.

LocalAiLanguageModel(String, String, Double, Double, Integer, Duration, Integer, Boolean, Boolean) - Constructor for class dev.langchain4j.model.localai.LocalAiLanguageModel

LocalAiLanguageModel.LocalAiLanguageModelBuilder - Class in dev.langchain4j.model.localai

LocalAiLanguageModelBuilder() - Constructor for class dev.langchain4j.model.localai.LocalAiLanguageModel.LocalAiLanguageModelBuilder

LocalAiLanguageModelBuilderFactory - Interface in dev.langchain4j.model.localai.spi

A factory for building LocalAiLanguageModel.LocalAiLanguageModelBuilder instances.

LocalAiStreamingChatModel - Class in dev.langchain4j.model.localai

See LocalAI documentation for more details.

LocalAiStreamingChatModel(String, String, Double, Double, Integer, Duration, Boolean, Boolean) - Constructor for class dev.langchain4j.model.localai.LocalAiStreamingChatModel

LocalAiStreamingChatModel.LocalAiStreamingChatModelBuilder - Class in dev.langchain4j.model.localai

LocalAiStreamingChatModelBuilder() - Constructor for class dev.langchain4j.model.localai.LocalAiStreamingChatModel.LocalAiStreamingChatModelBuilder

LocalAiStreamingChatModelBuilderFactory - Interface in dev.langchain4j.model.localai.spi

A factory for building LocalAiStreamingChatModel.LocalAiStreamingChatModelBuilder instances.

LocalAiStreamingLanguageModel - Class in dev.langchain4j.model.localai

See LocalAI documentation for more details.

LocalAiStreamingLanguageModel(String, String, Double, Double, Integer, Duration, Boolean, Boolean) - Constructor for class dev.langchain4j.model.localai.LocalAiStreamingLanguageModel

LocalAiStreamingLanguageModel.LocalAiStreamingLanguageModelBuilder - Class in dev.langchain4j.model.localai

LocalAiStreamingLanguageModelBuilder() - Constructor for class dev.langchain4j.model.localai.LocalAiStreamingLanguageModel.LocalAiStreamingLanguageModelBuilder

LocalAiStreamingLanguageModelBuilderFactory - Interface in dev.langchain4j.model.localai.spi

A factory for building LocalAiStreamingLanguageModel.LocalAiStreamingLanguageModelBuilder instances.

localDataCenter(String) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

localDataCenter(String) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.Builder

LocalDateOutputParser - Class in dev.langchain4j.model.output

LocalDateOutputParser() - Constructor for class dev.langchain4j.model.output.LocalDateOutputParser

LocalDateTimeOutputParser - Class in dev.langchain4j.model.output

LocalDateTimeOutputParser() - Constructor for class dev.langchain4j.model.output.LocalDateTimeOutputParser

LocalTimeOutputParser - Class in dev.langchain4j.model.output

LocalTimeOutputParser() - Constructor for class dev.langchain4j.model.output.LocalTimeOutputParser

location(String) - Method in class dev.langchain4j.model.vertexai.VertexAiChatModel.Builder

location(String) - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.Builder

location(String) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

location(String) - Method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel.Builder

logitBias(Map<String, Integer>) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

logitBias(Map<String, Integer>) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

logitBias(Map<String, Integer>) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

logitBias(Map<String, Integer>) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

logprobs(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

logprobs(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

logRequests - Variable in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

logRequests - Variable in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

logRequests() - Method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

logRequests() - Method in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

logRequests() - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

logRequests() - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient.Builder

logRequests(Boolean) - Method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

logRequests(Boolean) - Method in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

logRequests(Boolean) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

logRequests(Boolean) - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient.Builder

logRequestsAndResponses(boolean) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

logRequestsAndResponses(boolean) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

logRequestsAndResponses(boolean) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

logRequestsAndResponses(Boolean) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

logRequestsAndResponses(Boolean) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

logRequestsAndResponses(Boolean) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

logResponses - Variable in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

logResponses - Variable in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

logResponses() - Method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

logResponses() - Method in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

logResponses() - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

logResponses() - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient.Builder

logResponses(Boolean) - Method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

logResponses(Boolean) - Method in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

logResponses(Boolean) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

logResponses(Boolean) - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient.Builder

logStreamingResponses() - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

logStreamingResponses(Boolean) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

LongOutputParser - Class in dev.langchain4j.model.output

LongOutputParser() - Constructor for class dev.langchain4j.model.output.LongOutputParser

LOW - Enum constant in enum class dev.langchain4j.data.message.ImageContent.DetailLevel

Low detail.

LowPoly - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

M

m(Integer) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

M_MAP - Enum constant in enum class dev.langchain4j.store.embedding.vearch.SpaceStoreType

MAP_TYPE - Static variable in class dev.langchain4j.agent.tool.ToolExecutionRequestUtil

Utility TypeToken describing Map<String, Object>.

matches() - Method in class dev.langchain4j.store.embedding.EmbeddingSearchResult

maxAttempts(int) - Method in class dev.langchain4j.internal.RetryUtils.RetryPolicy.Builder

Sets the default maximum number of attempts.

maxMessages(Integer) - Method in class dev.langchain4j.memory.chat.MessageWindowChatMemory.Builder

maxNewTokens(Integer) - Method in class dev.langchain4j.model.huggingface.client.Parameters.Builder

maxNewTokens(Integer) - Method in class dev.langchain4j.model.huggingface.HuggingFaceChatModel.Builder

maxNewTokens(Integer) - Method in class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel.Builder

maxOutputTokens(Integer) - Method in class dev.langchain4j.model.vertexai.VertexAiChatModel.Builder

maxOutputTokens(Integer) - Method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel.Builder

maxOverlapSize - Variable in class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

maxResultRatio(Long) - Method in class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore.Builder

maxResults() - Method in class dev.langchain4j.store.embedding.EmbeddingSearchRequest

maxResults() - Method in class dev.langchain4j.web.search.WebSearchRequest

Get the maximum number of results.

maxResults(int) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever.Builder

Sets the maximum number of Contents to retrieve.

maxResults(Integer) - Method in class dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever.EmbeddingStoreContentRetrieverBuilder

maxResults(Integer) - Method in class dev.langchain4j.web.search.WebSearchRequest.Builder

Set the maximum number of results.

maxRetries(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

maxRetries(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

maxRetries(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

maxRetries(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

maxRetries(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

maxRetries(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

maxRetries(Integer) - Method in class dev.langchain4j.model.vertexai.VertexAiChatModel.Builder

maxRetries(Integer) - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.Builder

maxRetries(Integer) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

maxRetries(Integer) - Method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel.Builder

maxSegmentSize - Variable in class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

maxSegmentsPerBatch(Integer) - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.Builder

maxTime(Double) - Method in class dev.langchain4j.model.huggingface.client.Parameters.Builder

maxTokens - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageRequest

maxTokens() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest

maxTokens(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

maxTokens(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

maxTokens(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

maxTokens(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

maxTokens(Integer) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

maxTokens(Integer, Tokenizer) - Method in class dev.langchain4j.memory.chat.TokenWindowChatMemory.Builder

maxTokensPerBatch(Integer) - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.Builder

mediaType - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicImageContentSource

MEMORY_ONLY - Enum constant in enum class dev.langchain4j.store.embedding.vearch.SpaceStoreType

MemoryId - Annotation Interface in dev.langchain4j.service

The value of a method parameter annotated with @MemoryId will be used to find the memory belonging to that user/conversation.

message - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicStreamingData

message(AssistantMessage) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionChoice.Builder

Message - Class in dev.langchain4j.model.qianfan.client.chat

Message - Interface in dev.langchain4j.model.zhipu.chat

MESSAGE_TYPE_ADAPTER_FACTORY - Static variable in class dev.langchain4j.model.qianfan.client.MessageTypeAdapter

Message.Builder - Class in dev.langchain4j.model.qianfan.client.chat

messageClass() - Method in enum class dev.langchain4j.data.message.ChatMessageType

Returns the class of the message type.

messageFromJson(String) - Static method in class dev.langchain4j.data.message.ChatMessageDeserializer

Deserializes a JSON string into a ChatMessage.

messageFromJson(String) - Method in interface dev.langchain4j.data.message.ChatMessageJsonCodec

Deserializes a JSON string to a ChatMessage object.

messageFromJson(String) - Method in class dev.langchain4j.data.message.GsonChatMessageJsonCodec

messages - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageRequest

messages() - Method in class dev.langchain4j.memory.chat.MessageWindowChatMemory

messages() - Method in class dev.langchain4j.memory.chat.TokenWindowChatMemory

messages() - Method in interface dev.langchain4j.memory.ChatMemory

Retrieves messages from the chat memory.

messages() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest

messages() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest

messages(Message...) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

messages(Message...) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

messages(List<Message>) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

messages(List<Message>) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

messagesFromJson(String) - Static method in class dev.langchain4j.data.message.ChatMessageDeserializer

Deserializes a JSON string into a list of ChatMessage.

messagesFromJson(String) - Method in interface dev.langchain4j.data.message.ChatMessageJsonCodec

Deserializes a JSON string to a list of ChatMessage objects.

messagesFromJson(String) - Method in class dev.langchain4j.data.message.GsonChatMessageJsonCodec

messagesToJson(List<ChatMessage>) - Method in interface dev.langchain4j.data.message.ChatMessageJsonCodec

Serializes a list of ChatMessage objects to a JSON string.

messagesToJson(List<ChatMessage>) - Static method in class dev.langchain4j.data.message.ChatMessageSerializer

Serializes a list of chat messages into a JSON string.

messagesToJson(List<ChatMessage>) - Method in class dev.langchain4j.data.message.GsonChatMessageJsonCodec

messageToJson(ChatMessage) - Method in interface dev.langchain4j.data.message.ChatMessageJsonCodec

Serializes a ChatMessage object to a JSON string.

messageToJson(ChatMessage) - Static method in class dev.langchain4j.data.message.ChatMessageSerializer

Serializes a chat message into a JSON string.

messageToJson(ChatMessage) - Method in class dev.langchain4j.data.message.GsonChatMessageJsonCodec

MessageTypeAdapter - Class in dev.langchain4j.model.qianfan.client

MessageWindowChatMemory - Class in dev.langchain4j.memory.chat

This chat memory operates as a sliding window of MessageWindowChatMemory.maxMessages messages.

MessageWindowChatMemory.Builder - Class in dev.langchain4j.memory.chat

metadata() - Method in class dev.langchain4j.data.document.Document

Returns the metadata associated with this document.

metadata() - Method in interface dev.langchain4j.data.document.DocumentSource

Returns the metadata associated with the source of the document.

metadata() - Method in class dev.langchain4j.data.document.source.amazon.s3.AmazonS3Source

metadata() - Method in class dev.langchain4j.data.document.source.azure.storage.blob.AzureBlobStorageSource

metadata() - Method in class dev.langchain4j.data.document.source.FileSystemSource

metadata() - Method in class dev.langchain4j.data.document.source.github.GitHubSource

metadata() - Method in class dev.langchain4j.data.document.source.tencent.cos.TencentCosSource

metadata() - Method in class dev.langchain4j.data.document.source.UrlSource

metadata() - Method in class dev.langchain4j.data.segment.TextSegment

Returns the metadata.

metadata() - Method in class dev.langchain4j.rag.query.Query

metadata() - Method in record class dev.langchain4j.store.embedding.infinispan.LangChainInfinispanItem

Returns the value of the metadata record component.

metadata() - Method in class dev.langchain4j.web.search.WebSearchInformationResult

Gets the metadata.

metadata() - Method in class dev.langchain4j.web.search.WebSearchOrganicResult

Returns the result metadata associated with the search result.

metadata(String) - Method in class dev.langchain4j.data.document.Document

Looks up the metadata value for the given key.

metadata(String) - Method in class dev.langchain4j.data.segment.TextSegment

Returns the metadata value for the given key.

metadata(String, Object) - Static method in class dev.langchain4j.data.document.Metadata

Deprecated.

Use Metadata.metadata(String, String) instead

metadata(String, String) - Static method in class dev.langchain4j.data.document.Metadata

Constructs a Metadata object from a single key-value pair.

Metadata - Class in dev.langchain4j.data.document

Represents metadata of a Document or a TextSegment.

Metadata - Class in dev.langchain4j.rag.query

Represents metadata that may be useful or necessary for retrieval or augmentation purposes.

Metadata() - Constructor for class dev.langchain4j.data.document.Metadata

Construct a Metadata object with an empty map of key-value pairs.

Metadata() - Constructor for class dev.langchain4j.store.embedding.azure.search.Document.Metadata

Metadata(UserMessage, Object, List<ChatMessage>) - Constructor for class dev.langchain4j.rag.query.Metadata

Metadata(Map<String, ?>) - Constructor for class dev.langchain4j.data.document.Metadata

Constructs a Metadata object from a map of key-value pairs.

MetadataColumDefinition - Class in dev.langchain4j.store.embedding.pgvector

MetadataColumDefinition used to define column definition from sql String

metadataFieldsName(Collection<String>) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore.Builder

Deprecated.

use RedisEmbeddingStore.Builder.metadataKeys(Collection) instead

MetadataFilterBuilder - Class in dev.langchain4j.store.embedding.filter

A helper class for building a Filter for Metadata key.

MetadataFilterBuilder(String) - Constructor for class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

metadataFullType() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Get the full name of the metadata protobuf type

metadataItemName() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns the value of the metadataItemName record component.

metadataItemName(String) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Infinispan schema metadataItemName

metadataKey(String) - Static method in class dev.langchain4j.store.embedding.filter.MetadataFilterBuilder

metadataKeys(Collection<String>) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore.Builder

MetadataStorageConfig - Interface in dev.langchain4j.store.embedding.pgvector

Metadata configuration.

MetadataStorageMode - Enum Class in dev.langchain4j.store.embedding.pgvector

Metadata storage mode COLUMN_PER_KEY: for static metadata, when you know in advance the list of metadata COMBINED_JSON: For dynamic metadata, when you don't know the list of metadata that will be used.

metadataTextKey(String) - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore.Builder

MetaLlama2Chat13B - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockLlamaChatModel.Types

MetaLlama2Chat70B - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockLlamaChatModel.Types

metric - Variable in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

metric(CassandraSimilarityMetric) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

metric(CassandraSimilarityMetric) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.BuilderAstra

metricType(MetricType) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

MetricType - Enum Class in dev.langchain4j.store.embedding.vearch

if metric type is not set when searching, it will use the parameter specified when building the space

MilvusEmbeddingStore - Class in dev.langchain4j.store.embedding.milvus

Represents an Milvus index as an embedding store.

MilvusEmbeddingStore(String, Integer, String, Integer, IndexType, MetricType, String, String, String, String, ConsistencyLevelEnum, Boolean, String) - Constructor for class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore

MilvusEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.milvus

mimeType() - Method in class dev.langchain4j.data.image.Image

Get the mime type of the image.

mimeType(String) - Method in class dev.langchain4j.data.image.Image.Builder

Set the mime type of the image.

minScore() - Method in class dev.langchain4j.store.embedding.EmbeddingSearchRequest

minScore(double) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever.Builder

Sets the minimum relevance score for the returned Contents.

minScore(Double) - Method in class dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever.EmbeddingStoreContentRetrieverBuilder

MISTRAL_EMBED - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiEmbeddingModelName

The MISTRAL_EMBED model.

MISTRAL_LARGE_LATEST - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiChatModelName

MISTRAL_MEDIUM - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiChatModelName

Deprecated.

As of release 0.29.0, replaced by MistralAiChatModelName.MISTRAL_MEDIUM_LATEST

MISTRAL_MEDIUM_LATEST - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiChatModelName

MISTRAL_SMALL - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiChatModelName

Deprecated.

As of release 0.29.0, replaced by MistralAiChatModelName.MISTRAL_SMALL_LATEST

MISTRAL_SMALL_LATEST - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiChatModelName

MISTRAL_TINY - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiChatModelName

Deprecated.

As of release 0.29.0, replaced by MistralAiChatModelName.OPEN_MISTRAL_7B

Mistral7bInstructV0_2 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockMistralAiChatModel.Types

MistralAiChatCompletionChoice - Class in dev.langchain4j.model.mistralai

MistralAiChatCompletionChoice() - Constructor for class dev.langchain4j.model.mistralai.MistralAiChatCompletionChoice

MistralAiChatCompletionRequest - Class in dev.langchain4j.model.mistralai

MistralAiChatCompletionRequest() - Constructor for class dev.langchain4j.model.mistralai.MistralAiChatCompletionRequest

MistralAiChatCompletionResponse - Class in dev.langchain4j.model.mistralai

MistralAiChatCompletionResponse() - Constructor for class dev.langchain4j.model.mistralai.MistralAiChatCompletionResponse

MistralAiChatMessage - Class in dev.langchain4j.model.mistralai

MistralAiChatMessage() - Constructor for class dev.langchain4j.model.mistralai.MistralAiChatMessage

MistralAiChatModel - Class in dev.langchain4j.model.mistralai

Represents a Mistral AI Chat Model with a chat completion interface, such as open-mistral-7b and open-mixtral-8x7b This model allows generating chat completion of a sync way based on a list of chat messages.

MistralAiChatModel(String, String, String, Double, Double, Integer, Boolean, Integer, String, Duration, Boolean, Boolean, Integer) - Constructor for class dev.langchain4j.model.mistralai.MistralAiChatModel

Constructs a MistralAiChatModel with the specified parameters.

MistralAiChatModel.MistralAiChatModelBuilder - Class in dev.langchain4j.model.mistralai

MistralAiChatModelBuilder() - Constructor for class dev.langchain4j.model.mistralai.MistralAiChatModel.MistralAiChatModelBuilder

MistralAiChatModelBuilderFactory - Interface in dev.langchain4j.model.mistralai.spi

A factory for building MistralAiChatModel.MistralAiChatModelBuilder instances.

MistralAiChatModelName - Enum Class in dev.langchain4j.model.mistralai

Represents the available chat completion models for Mistral AI.

MistralAiClient - Class in dev.langchain4j.model.mistralai

MistralAiClient() - Constructor for class dev.langchain4j.model.mistralai.MistralAiClient

MistralAiClient.Builder<T,B> - Class in dev.langchain4j.model.mistralai

MistralAiClientBuilderFactory - Interface in dev.langchain4j.model.mistralai

MistralAiDeltaMessage - Class in dev.langchain4j.model.mistralai

MistralAiDeltaMessage() - Constructor for class dev.langchain4j.model.mistralai.MistralAiDeltaMessage

MistralAiEmbeddingModel - Class in dev.langchain4j.model.mistralai

Represents a Mistral AI embedding model, such as mistral-embed.

MistralAiEmbeddingModel(String, String, String, Duration, Boolean, Boolean, Integer) - Constructor for class dev.langchain4j.model.mistralai.MistralAiEmbeddingModel

Constructs a new MistralAiEmbeddingModel instance.

MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder - Class in dev.langchain4j.model.mistralai

MistralAiEmbeddingModelBuilder() - Constructor for class dev.langchain4j.model.mistralai.MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder

MistralAiEmbeddingModelBuilderFactory - Interface in dev.langchain4j.model.mistralai.spi

A factory for building MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder instances.

MistralAiEmbeddingModelName - Enum Class in dev.langchain4j.model.mistralai

The MistralAiEmbeddingModelName enum represents the available embedding models in the Mistral AI module.

MistralAiEmbeddingRequest - Class in dev.langchain4j.model.mistralai

MistralAiEmbeddingRequest() - Constructor for class dev.langchain4j.model.mistralai.MistralAiEmbeddingRequest

MistralAiEmbeddingResponse - Class in dev.langchain4j.model.mistralai

MistralAiEmbeddingResponse() - Constructor for class dev.langchain4j.model.mistralai.MistralAiEmbeddingResponse

MistralAiModelCard - Class in dev.langchain4j.model.mistralai

MistralAiModelCard() - Constructor for class dev.langchain4j.model.mistralai.MistralAiModelCard

MistralAiModelPermission - Class in dev.langchain4j.model.mistralai

MistralAiModelPermission() - Constructor for class dev.langchain4j.model.mistralai.MistralAiModelPermission

MistralAiModelResponse - Class in dev.langchain4j.model.mistralai

MistralAiModelResponse() - Constructor for class dev.langchain4j.model.mistralai.MistralAiModelResponse

MistralAiModels - Class in dev.langchain4j.model.mistralai

Represents a collection of Mistral AI models.

MistralAiModels(String, String, Duration, Boolean, Boolean, Integer) - Constructor for class dev.langchain4j.model.mistralai.MistralAiModels

Constructs a new instance of MistralAiModels.

MistralAiModels.MistralAiModelsBuilder - Class in dev.langchain4j.model.mistralai

MistralAiModelsBuilder() - Constructor for class dev.langchain4j.model.mistralai.MistralAiModels.MistralAiModelsBuilder

MistralAiModelsBuilderFactory - Interface in dev.langchain4j.model.mistralai.spi

A factory for building MistralAiModels.MistralAiModelsBuilder instances.

MistralAiResponseFormatType - Enum Class in dev.langchain4j.model.mistralai

Represents the value of the 'type' field in the response_format parameter of the MistralAi Chat completions request.

MistralAiRole - Enum Class in dev.langchain4j.model.mistralai

MistralAiStreamingChatModel - Class in dev.langchain4j.model.mistralai

Represents a Mistral AI Chat Model with a chat completion interface, such as mistral-tiny and mistral-small.

MistralAiStreamingChatModel(String, String, String, Double, Double, Integer, Boolean, Integer, String, Boolean, Boolean, Duration) - Constructor for class dev.langchain4j.model.mistralai.MistralAiStreamingChatModel

Constructs a MistralAiStreamingChatModel with the specified parameters.

MistralAiStreamingChatModel.MistralAiStreamingChatModelBuilder - Class in dev.langchain4j.model.mistralai

MistralAiStreamingChatModelBuilder() - Constructor for class dev.langchain4j.model.mistralai.MistralAiStreamingChatModel.MistralAiStreamingChatModelBuilder

MistralAiStreamingChatModelBuilderFactory - Interface in dev.langchain4j.model.mistralai.spi

A factory for building MistralAiStreamingChatModel.MistralAiStreamingChatModelBuilder instances.

MistralAiToolChoiceName - Enum Class in dev.langchain4j.model.mistralai

MistralAiToolType - Enum Class in dev.langchain4j.model.mistralai

MistralAiUsage - Class in dev.langchain4j.model.mistralai

MistralAiUsage() - Constructor for class dev.langchain4j.model.mistralai.MistralAiUsage

MistralMixtral8x7bInstructV0_1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockMistralAiChatModel.Types

MIXTRAL_8X7B_INSTRUCT - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

model - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageRequest

model - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageResponse

model - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicResponseMessage

model() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingRequest

model() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest

model(ChatCompletionModel) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

model(EmbeddingModel) - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingRequest.Builder

model(String) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingRequest.Builder

model(String) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

model(String) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionResponse.Builder

model(String) - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingRequest.Builder

model(String) - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingResponse.Builder

modelCard(OllamaModel) - Method in class dev.langchain4j.model.ollama.OllamaModels

modelCard(String) - Method in class dev.langchain4j.model.ollama.OllamaModels

ModelDisabledException - Exception Class in dev.langchain4j.model

An exception thrown by a model that could be disabled by a user.

ModelDisabledException(String) - Constructor for exception class dev.langchain4j.model.ModelDisabledException

modelId() - Method in interface dev.langchain4j.model.huggingface.spi.HuggingFaceClientFactory.Input

modelId(String) - Method in class dev.langchain4j.model.huggingface.HuggingFaceChatModel.Builder

modelId(String) - Method in class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel.Builder

ModelingCompound - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

modelName() - Method in class dev.langchain4j.model.openai.OpenAiChatModel

modelName() - Method in class dev.langchain4j.model.openai.OpenAiEmbeddingModel

modelName() - Method in class dev.langchain4j.model.openai.OpenAiImageModel

modelName() - Method in class dev.langchain4j.model.openai.OpenAiLanguageModel

modelName() - Method in class dev.langchain4j.model.openai.OpenAiModerationModel

modelName() - Method in class dev.langchain4j.model.openai.OpenAiStreamingChatModel

modelName() - Method in class dev.langchain4j.model.openai.OpenAiStreamingLanguageModel

modelName(AnthropicChatModelName) - Method in class dev.langchain4j.model.anthropic.AnthropicChatModel.AnthropicChatModelBuilder

modelName(AnthropicChatModelName) - Method in class dev.langchain4j.model.anthropic.AnthropicStreamingChatModel.AnthropicStreamingChatModelBuilder

modelName(MistralAiChatModelName) - Method in class dev.langchain4j.model.mistralai.MistralAiChatModel.MistralAiChatModelBuilder

modelName(MistralAiChatModelName) - Method in class dev.langchain4j.model.mistralai.MistralAiStreamingChatModel.MistralAiStreamingChatModelBuilder

modelName(MistralAiEmbeddingModelName) - Method in class dev.langchain4j.model.mistralai.MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder

modelName(OpenAiChatModelName) - Method in class dev.langchain4j.model.openai.OpenAiChatModel.OpenAiChatModelBuilder

modelName(OpenAiChatModelName) - Method in class dev.langchain4j.model.openai.OpenAiStreamingChatModel.OpenAiStreamingChatModelBuilder

modelName(OpenAiEmbeddingModelName) - Method in class dev.langchain4j.model.openai.OpenAiEmbeddingModel.OpenAiEmbeddingModelBuilder

modelName(OpenAiImageModelName) - Method in class dev.langchain4j.model.openai.OpenAiImageModel.OpenAiImageModelBuilder

modelName(OpenAiLanguageModelName) - Method in class dev.langchain4j.model.openai.OpenAiLanguageModel.OpenAiLanguageModelBuilder

modelName(OpenAiLanguageModelName) - Method in class dev.langchain4j.model.openai.OpenAiStreamingLanguageModel.OpenAiStreamingLanguageModelBuilder

modelName(OpenAiModerationModelName) - Method in class dev.langchain4j.model.openai.OpenAiModerationModel.OpenAiModerationModelBuilder

modelName(String) - Method in class dev.langchain4j.model.anthropic.AnthropicChatModel.AnthropicChatModelBuilder

modelName(String) - Method in class dev.langchain4j.model.anthropic.AnthropicStreamingChatModel.AnthropicStreamingChatModelBuilder

modelName(String) - Method in class dev.langchain4j.model.mistralai.MistralAiChatModel.MistralAiChatModelBuilder

modelName(String) - Method in class dev.langchain4j.model.mistralai.MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder

modelName(String) - Method in class dev.langchain4j.model.mistralai.MistralAiStreamingChatModel.MistralAiStreamingChatModelBuilder

modelName(String) - Method in class dev.langchain4j.model.openai.OpenAiChatModel.OpenAiChatModelBuilder

modelName(String) - Method in class dev.langchain4j.model.openai.OpenAiEmbeddingModel.OpenAiEmbeddingModelBuilder

modelName(String) - Method in class dev.langchain4j.model.openai.OpenAiImageModel.OpenAiImageModelBuilder

modelName(String) - Method in class dev.langchain4j.model.openai.OpenAiLanguageModel.OpenAiLanguageModelBuilder

modelName(String) - Method in class dev.langchain4j.model.openai.OpenAiModerationModel.OpenAiModerationModelBuilder

modelName(String) - Method in class dev.langchain4j.model.openai.OpenAiStreamingChatModel.OpenAiStreamingChatModelBuilder

modelName(String) - Method in class dev.langchain4j.model.openai.OpenAiStreamingLanguageModel.OpenAiStreamingLanguageModelBuilder

modelName(String) - Method in class dev.langchain4j.model.vertexai.VertexAiChatModel.Builder

modelName(String) - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.Builder

modelName(String) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

modelName(String) - Method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel.Builder

ModelParam - Class in dev.langchain4j.store.embedding.vearch

ModelParam() - Constructor for class dev.langchain4j.store.embedding.vearch.ModelParam

moderate(ChatMessage) - Method in class dev.langchain4j.model.moderation.DisabledModerationModel

moderate(ChatMessage) - Method in interface dev.langchain4j.model.moderation.ModerationModel

Moderates the given chat message.

moderate(TextSegment) - Method in class dev.langchain4j.model.moderation.DisabledModerationModel

moderate(TextSegment) - Method in interface dev.langchain4j.model.moderation.ModerationModel

Moderates the given text segment.

moderate(Prompt) - Method in class dev.langchain4j.model.moderation.DisabledModerationModel

moderate(Prompt) - Method in interface dev.langchain4j.model.moderation.ModerationModel

Moderates the given prompt.

moderate(String) - Method in class dev.langchain4j.model.moderation.DisabledModerationModel

moderate(String) - Method in interface dev.langchain4j.model.moderation.ModerationModel

Moderates the given text.

moderate(String) - Method in class dev.langchain4j.model.openai.OpenAiModerationModel

moderate(List<ChatMessage>) - Method in class dev.langchain4j.model.moderation.DisabledModerationModel

moderate(List<ChatMessage>) - Method in interface dev.langchain4j.model.moderation.ModerationModel

Moderates the given list of chat messages.

moderate(List<ChatMessage>) - Method in class dev.langchain4j.model.openai.OpenAiModerationModel

Moderate - Annotation Interface in dev.langchain4j.service

When a method in the AI Service is annotated with @Moderate, each invocation of this method will call not only the LLM, but also the moderation model (which must be provided during the construction of the AI Service) in parallel.

Moderation - Class in dev.langchain4j.model.moderation

Represents moderation status.

Moderation() - Constructor for class dev.langchain4j.model.moderation.Moderation

Construct a Moderation object that is not flagged.

Moderation(String) - Constructor for class dev.langchain4j.model.moderation.Moderation

Construct a Moderation object that is flagged.

ModerationException - Exception Class in dev.langchain4j.service

Thrown when content moderation fails, i.e., when content is flagged by the moderation model.

ModerationException(String) - Constructor for exception class dev.langchain4j.service.ModerationException

moderationModel - Variable in class dev.langchain4j.service.AiServiceContext

moderationModel(ModerationModel) - Method in class dev.langchain4j.service.AiServices

Configures a moderation model to be used for automatic content moderation.

ModerationModel - Interface in dev.langchain4j.model.moderation

Represents a model that can moderate text.

mongoClient(MongoClient) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

Build Mongo Client, Please close the client to release resources after usage.

MongoDbDocument - Class in dev.langchain4j.store.embedding.mongodb

MongoDbDocument() - Constructor for class dev.langchain4j.store.embedding.mongodb.MongoDbDocument

MongoDbEmbeddingStore - Class in dev.langchain4j.store.embedding.mongodb

Represents a MongoDB index as an embedding store.

MongoDbEmbeddingStore(MongoClient, String, String, String, Long, CreateCollectionOptions, Bson, IndexMapping, Boolean) - Constructor for class dev.langchain4j.store.embedding.mongodb.MongoDbEmbeddingStore

MongoDbEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.mongodb

MongoDbMatchedDocument - Class in dev.langchain4j.store.embedding.mongodb

MongoDbMatchedDocument() - Constructor for class dev.langchain4j.store.embedding.mongodb.MongoDbMatchedDocument

N

n - Variable in class dev.langchain4j.rag.query.transformer.ExpandingQueryTransformer

n(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

n(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

n(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

n(Integer) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

name - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicContent

name - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicTool

name - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicToolUseContent

name() - Element in annotation interface dev.langchain4j.agent.tool.Tool

Name of the tool.

name() - Method in class dev.langchain4j.agent.tool.ToolExecutionRequest

Returns the name of the tool.

name() - Method in class dev.langchain4j.agent.tool.ToolSpecification

Returns the name of the tool.

name() - Method in class dev.langchain4j.data.message.UserMessage

The name of the user.

name() - Method in class dev.langchain4j.model.qianfan.client.chat.Function

name() - Method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall

name() - Method in class dev.langchain4j.model.qianfan.client.chat.Message

name() - Method in class dev.langchain4j.model.zhipu.chat.Function

name() - Method in class dev.langchain4j.store.embedding.filter.builder.sql.ColumnDefinition

name() - Method in class dev.langchain4j.store.embedding.filter.builder.sql.TableDefinition

name() - Method in record class dev.langchain4j.store.embedding.infinispan.LangChainMetadata

Returns the value of the name record component.

name(String) - Method in class dev.langchain4j.agent.tool.ToolExecutionRequest.Builder

Sets the name.

name(String) - Method in class dev.langchain4j.agent.tool.ToolSpecification.Builder

Sets the name.

name(String) - Method in class dev.langchain4j.model.qianfan.client.chat.Examples.Builder

name(String) - Method in class dev.langchain4j.model.qianfan.client.chat.Function.Builder

name(String) - Method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall.Builder

name(String) - Method in class dev.langchain4j.model.qianfan.client.chat.Message.Builder

name(String) - Method in class dev.langchain4j.model.zhipu.chat.AssistantMessage.Builder

name(String) - Method in class dev.langchain4j.model.zhipu.chat.Function.Builder

name(String) - Method in class dev.langchain4j.model.zhipu.chat.FunctionCall.Builder

name(String) - Method in class dev.langchain4j.model.zhipu.chat.SystemMessage.Builder

name(String) - Method in class dev.langchain4j.model.zhipu.chat.UserMessage.Builder

name(String) - Method in class dev.langchain4j.store.embedding.filter.builder.sql.TableDefinition.Builder

name(String) - Method in class dev.langchain4j.store.embedding.vearch.SpaceEngine.Builder

nameSpace(String) - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore.Builder

needClearHistory(Boolean) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

negativePrompt(String) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

Neo4jContentRetriever - Class in dev.langchain4j.rag.content.retriever.neo4j

A ContentRetriever that retrieves from an Neo4jGraph.

Neo4jContentRetriever(Neo4jGraph, ChatLanguageModel, PromptTemplate) - Constructor for class dev.langchain4j.rag.content.retriever.neo4j.Neo4jContentRetriever

Neo4jEmbeddingStore - Class in dev.langchain4j.store.embedding.neo4j

Represents a Vector index as an embedding store.

Neo4jEmbeddingStore(SessionConfig, Driver, int, String, String, String, String, String, String, String, String, long) - Constructor for class dev.langchain4j.store.embedding.neo4j.Neo4jEmbeddingStore

Creates an instance of Neo4jEmbeddingStore

Neo4jEmbeddingStore.Neo4jEmbeddingStoreBuilder - Class in dev.langchain4j.store.embedding.neo4j

Creates an instance of Neo4jEmbeddingStore defining a Driver starting from uri, user and password

Neo4jEmbeddingStoreBuilder() - Constructor for class dev.langchain4j.store.embedding.neo4j.Neo4jEmbeddingStore.Neo4jEmbeddingStoreBuilder

Neo4jException - Exception Class in dev.langchain4j.store.graph.neo4j

Neo4jException(String, Throwable) - Constructor for exception class dev.langchain4j.store.graph.neo4j.Neo4jException

Neo4jGraph - Class in dev.langchain4j.store.graph.neo4j

Neo4jGraph(Driver) - Constructor for class dev.langchain4j.store.graph.neo4j.Neo4jGraph

NeonPunk - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

NomicEmbeddingModel - Class in dev.langchain4j.model.nomic

An integration with Nomic Atlas's Text Embeddings API.

NomicEmbeddingModel(String, String, String, String, Duration, Integer, Boolean, Boolean) - Constructor for class dev.langchain4j.model.nomic.NomicEmbeddingModel

nonAzureApiKey(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

Used to authenticate with the OpenAI service, instead of Azure OpenAI.

nonAzureApiKey(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

Used to authenticate with the OpenAI service, instead of Azure OpenAI.

nonAzureApiKey(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Used to authenticate with the OpenAI service, instead of Azure OpenAI.

nonAzureApiKey(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

Used to authenticate with the OpenAI service, instead of Azure OpenAI.

nonAzureApiKey(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

Used to authenticate with the OpenAI service, instead of Azure OpenAI.

nonAzureApiKey(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

Used to authenticate with the OpenAI service, instead of Azure OpenAI.

NONE - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockCohereChatModel.ReturnLikelihood

NONE - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiToolChoiceName

NONE - Enum constant in enum class dev.langchain4j.model.zhipu.chat.ToolChoiceMode

normalize() - Method in class dev.langchain4j.data.embedding.Embedding

Normalize vector

normalizeEmbeddings(Boolean) - Method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore.Builder

Set whether to normalize embedding when add to embedding store

not(Filter) - Static method in interface dev.langchain4j.store.embedding.filter.Filter

Not - Class in dev.langchain4j.store.embedding.filter.logical

Not(Filter) - Constructor for class dev.langchain4j.store.embedding.filter.logical.Not

notFlagged() - Static method in class dev.langchain4j.model.moderation.Moderation

Constructs a Moderation object that is not flagged.

NULL - Static variable in class dev.langchain4j.agent.tool.JsonSchemaProperty

A property with key "type" and value "null".

NULL - Static variable in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

NUMBER - Static variable in class dev.langchain4j.agent.tool.JsonSchemaProperty

A property with key "type" and value "number".

NUMBER - Static variable in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

numLists(Integer) - Method in class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.Builder

numReturnSequences(Integer) - Method in class dev.langchain4j.model.huggingface.client.Parameters.Builder

O

object() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingData

object() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse

object(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

object(String) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingData.Builder

object(String) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse.Builder

object(String) - Method in class dev.langchain4j.model.zhipu.embedding.Embedding.Builder

object(String) - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingResponse.Builder

OBJECT - Static variable in class dev.langchain4j.agent.tool.JsonSchemaProperty

A property with key "type" and value "object".

OBJECT - Static variable in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

of(String, Object) - Static method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockChatModel

Create map with single entry

of(String, Object) - Static method in class dev.langchain4j.model.bedrock.internal.AbstractBedrockEmbeddingModel

Create map with single entry

OK - Static variable in interface dev.langchain4j.store.embedding.vearch.VearchApi

OllamaChatModel - Class in dev.langchain4j.model.ollama

Ollama API reference
Ollama API parameters.

OllamaChatModel(String, String, Double, Integer, Double, Double, Integer, Integer, Integer, List<String>, String, Duration, Integer, Map<String, String>) - Constructor for class dev.langchain4j.model.ollama.OllamaChatModel

OllamaChatModel.OllamaChatModelBuilder - Class in dev.langchain4j.model.ollama

OllamaChatModelBuilder() - Constructor for class dev.langchain4j.model.ollama.OllamaChatModel.OllamaChatModelBuilder

OllamaChatModelBuilderFactory - Interface in dev.langchain4j.model.ollama.spi

A factory for building OllamaChatModel.OllamaChatModelBuilder instances.

OllamaEmbeddingModel - Class in dev.langchain4j.model.ollama

Ollama API reference

OllamaEmbeddingModel(String, String, Duration, Integer, Map<String, String>) - Constructor for class dev.langchain4j.model.ollama.OllamaEmbeddingModel

OllamaEmbeddingModel.OllamaEmbeddingModelBuilder - Class in dev.langchain4j.model.ollama

OllamaEmbeddingModelBuilder() - Constructor for class dev.langchain4j.model.ollama.OllamaEmbeddingModel.OllamaEmbeddingModelBuilder

OllamaEmbeddingModelBuilderFactory - Interface in dev.langchain4j.model.ollama.spi

A factory for building OllamaEmbeddingModel.OllamaEmbeddingModelBuilder instances.

OllamaLanguageModel - Class in dev.langchain4j.model.ollama

Ollama API reference
Ollama API parameters.

OllamaLanguageModel(String, String, Double, Integer, Double, Double, Integer, Integer, Integer, List<String>, String, Duration, Integer, Map<String, String>) - Constructor for class dev.langchain4j.model.ollama.OllamaLanguageModel

OllamaLanguageModel.OllamaLanguageModelBuilder - Class in dev.langchain4j.model.ollama

OllamaLanguageModelBuilder() - Constructor for class dev.langchain4j.model.ollama.OllamaLanguageModel.OllamaLanguageModelBuilder

OllamaLanguageModelBuilderFactory - Interface in dev.langchain4j.model.ollama.spi

A factory for building OllamaLanguageModel.OllamaLanguageModelBuilder instances.

OllamaModel - Class in dev.langchain4j.model.ollama

OllamaModel() - Constructor for class dev.langchain4j.model.ollama.OllamaModel

OllamaModelCard - Class in dev.langchain4j.model.ollama

OllamaModelCard() - Constructor for class dev.langchain4j.model.ollama.OllamaModelCard

OllamaModelDetails - Class in dev.langchain4j.model.ollama

OllamaModelDetails() - Constructor for class dev.langchain4j.model.ollama.OllamaModelDetails

OllamaModels - Class in dev.langchain4j.model.ollama

OllamaModels(String, Duration, Integer) - Constructor for class dev.langchain4j.model.ollama.OllamaModels

OllamaStreamingChatModel - Class in dev.langchain4j.model.ollama

Ollama API reference
Ollama API parameters.

OllamaStreamingChatModel(String, String, Double, Integer, Double, Double, Integer, Integer, Integer, List<String>, String, Duration, Map<String, String>) - Constructor for class dev.langchain4j.model.ollama.OllamaStreamingChatModel

OllamaStreamingChatModel.OllamaStreamingChatModelBuilder - Class in dev.langchain4j.model.ollama

OllamaStreamingChatModelBuilder() - Constructor for class dev.langchain4j.model.ollama.OllamaStreamingChatModel.OllamaStreamingChatModelBuilder

OllamaStreamingChatModelBuilderFactory - Interface in dev.langchain4j.model.ollama.spi

A factory for building OllamaStreamingChatModel.OllamaStreamingChatModelBuilder instances.

OllamaStreamingLanguageModel - Class in dev.langchain4j.model.ollama

Ollama API reference
Ollama API parameters.

OllamaStreamingLanguageModel(String, String, Double, Integer, Double, Double, Integer, Integer, Integer, List<String>, String, Duration, Map<String, String>) - Constructor for class dev.langchain4j.model.ollama.OllamaStreamingLanguageModel

OllamaStreamingLanguageModel.OllamaStreamingLanguageModelBuilder - Class in dev.langchain4j.model.ollama

OllamaStreamingLanguageModelBuilder() - Constructor for class dev.langchain4j.model.ollama.OllamaStreamingLanguageModel.OllamaStreamingLanguageModelBuilder

OllamaStreamingLanguageModelBuilderFactory - Interface in dev.langchain4j.model.ollama.spi

A factory for building OllamaStreamingLanguageModel.OllamaStreamingLanguageModelBuilder instances.

onComplete(Response<T>) - Method in interface dev.langchain4j.model.StreamingResponseHandler

Invoked when the language model has finished streaming a response.

onComplete(Runnable) - Method in interface dev.langchain4j.model.qianfan.client.StreamingResponseHandling

onComplete(Consumer<Response<AiMessage>>) - Method in interface dev.langchain4j.service.OnCompleteOrOnError

The provided consumer will be invoked when a language model finishes streaming a response.

OnCompleteOrOnError - Interface in dev.langchain4j.service

onError(Throwable) - Method in interface dev.langchain4j.model.StreamingResponseHandler

This method is invoked when an error occurs during streaming.

onError(Consumer<Throwable>) - Method in interface dev.langchain4j.model.qianfan.client.AsyncResponseHandling

onError(Consumer<Throwable>) - Method in interface dev.langchain4j.model.qianfan.client.StreamingCompletionHandling

onError(Consumer<Throwable>) - Method in interface dev.langchain4j.service.OnCompleteOrOnError

The provided consumer will be invoked when an error occurs during streaming.

onError(Consumer<Throwable>) - Method in interface dev.langchain4j.service.OnError

The provided Consumer will be invoked when an error occurs during streaming.

OnError - Interface in dev.langchain4j.service

onNext(String) - Method in interface dev.langchain4j.model.StreamingResponseHandler

Invoked each time the language model generates a new token in a textual response.

onNext(Consumer<String>) - Method in class dev.langchain4j.service.AiServiceTokenStream

onNext(Consumer<String>) - Method in interface dev.langchain4j.service.TokenStream

The provided consumer will be invoked every time a new token from a language model is available.

onPartialResponse(Consumer<ResponseContent>) - Method in class dev.langchain4j.model.qianfan.client.RequestExecutor

onPartialResponse(Consumer<ResponseContent>) - Method in interface dev.langchain4j.model.qianfan.client.SyncOrAsyncOrStreaming

onResponse(Consumer<ResponseContent>) - Method in class dev.langchain4j.model.qianfan.client.RequestExecutor

onResponse(Consumer<ResponseContent>) - Method in interface dev.langchain4j.model.qianfan.client.SyncOrAsync

OnStart - Interface in dev.langchain4j.service

OPEN_MISTRAL_7B - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiChatModelName

OPEN_MIXTRAL_8x7B - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiChatModelName

openAIAsyncClient(OpenAIAsyncClient) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

Sets the Azure OpenAI client.

OpenAiChatModel - Class in dev.langchain4j.model.openai

Represents an OpenAI language model with a chat completion interface, such as gpt-3.5-turbo and gpt-4.

OpenAiChatModel(String, String, String, String, Double, Double, List<String>, Integer, Double, Double, Map<String, Integer>, String, Integer, String, Duration, Integer, Proxy, Boolean, Boolean, Tokenizer, Map<String, String>) - Constructor for class dev.langchain4j.model.openai.OpenAiChatModel

OpenAiChatModel.OpenAiChatModelBuilder - Class in dev.langchain4j.model.openai

OpenAiChatModelBuilder() - Constructor for class dev.langchain4j.model.openai.OpenAiChatModel.OpenAiChatModelBuilder

OpenAiChatModelBuilderFactory - Interface in dev.langchain4j.model.openai.spi

A factory for building OpenAiChatModel.OpenAiChatModelBuilder instances.

OpenAiChatModelName - Enum Class in dev.langchain4j.model.openai

openAIClient(OpenAIClient) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

Sets the Azure OpenAI client.

openAIClient(OpenAIClient) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

Sets the Azure OpenAI client.

openAIClient(OpenAIClient) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

openAIClient(OpenAIClient) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

Sets the Azure OpenAI client.

openAIClient(OpenAIClient) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

Deprecated.

Please use AzureOpenAiStreamingChatModel.Builder.openAIAsyncClient(OpenAIAsyncClient) instead, if you require response streaming. Please use AzureOpenAiChatModel instead, if you require sync responses.

openAIClient(OpenAIClient) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

Sets the Azure OpenAI client.

OpenAiEmbeddingModel - Class in dev.langchain4j.model.openai

Represents an OpenAI embedding model, such as text-embedding-ada-002.

OpenAiEmbeddingModel(String, String, String, String, Integer, String, Duration, Integer, Proxy, Boolean, Boolean, Tokenizer, Map<String, String>) - Constructor for class dev.langchain4j.model.openai.OpenAiEmbeddingModel

OpenAiEmbeddingModel.OpenAiEmbeddingModelBuilder - Class in dev.langchain4j.model.openai

OpenAiEmbeddingModelBuilder() - Constructor for class dev.langchain4j.model.openai.OpenAiEmbeddingModel.OpenAiEmbeddingModelBuilder

OpenAiEmbeddingModelBuilderFactory - Interface in dev.langchain4j.model.openai.spi

A factory for building OpenAiEmbeddingModel.OpenAiEmbeddingModelBuilder instances.

OpenAiEmbeddingModelName - Enum Class in dev.langchain4j.model.openai

OpenAiImageModel - Class in dev.langchain4j.model.openai

Represents an OpenAI DALL·E models to generate artistic images.

OpenAiImageModel(String, String, String, String, String, String, String, String, String, Duration, Integer, Proxy, Boolean, Boolean, Boolean, Path, Map<String, String>) - Constructor for class dev.langchain4j.model.openai.OpenAiImageModel

Instantiates OpenAI DALL·E image processing model.

OpenAiImageModel.OpenAiImageModelBuilder - Class in dev.langchain4j.model.openai

OpenAiImageModelBuilder() - Constructor for class dev.langchain4j.model.openai.OpenAiImageModel.OpenAiImageModelBuilder

OpenAiImageModelBuilderFactory - Interface in dev.langchain4j.model.openai.spi

A factory for building OpenAiImageModel.OpenAiImageModelBuilder instances.

OpenAiImageModelName - Enum Class in dev.langchain4j.model.openai

OpenAiLanguageModel - Class in dev.langchain4j.model.openai

Represents an OpenAI language model with a completion interface, such as gpt-3.5-turbo-instruct.

OpenAiLanguageModel(String, String, String, String, Double, Duration, Integer, Proxy, Boolean, Boolean, Tokenizer, Map<String, String>) - Constructor for class dev.langchain4j.model.openai.OpenAiLanguageModel

OpenAiLanguageModel.OpenAiLanguageModelBuilder - Class in dev.langchain4j.model.openai

OpenAiLanguageModelBuilder() - Constructor for class dev.langchain4j.model.openai.OpenAiLanguageModel.OpenAiLanguageModelBuilder

OpenAiLanguageModelBuilderFactory - Interface in dev.langchain4j.model.openai.spi

A factory for building OpenAiLanguageModel.OpenAiLanguageModelBuilder instances.

OpenAiLanguageModelName - Enum Class in dev.langchain4j.model.openai

OpenAiModelName - Class in dev.langchain4j.model.openai

Deprecated.

OpenAiModelName() - Constructor for class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

OpenAiModerationModel - Class in dev.langchain4j.model.openai

Represents an OpenAI moderation model, such as text-moderation-latest.

OpenAiModerationModel(String, String, String, String, Duration, Integer, Proxy, Boolean, Boolean, Map<String, String>) - Constructor for class dev.langchain4j.model.openai.OpenAiModerationModel

OpenAiModerationModel.OpenAiModerationModelBuilder - Class in dev.langchain4j.model.openai

OpenAiModerationModelBuilder() - Constructor for class dev.langchain4j.model.openai.OpenAiModerationModel.OpenAiModerationModelBuilder

OpenAiModerationModelBuilderFactory - Interface in dev.langchain4j.model.openai.spi

A factory for building OpenAiModerationModel.OpenAiModerationModelBuilder instances.

OpenAiModerationModelName - Enum Class in dev.langchain4j.model.openai

OpenAiStreamingChatModel - Class in dev.langchain4j.model.openai

Represents an OpenAI language model with a chat completion interface, such as gpt-3.5-turbo and gpt-4.

OpenAiStreamingChatModel(String, String, String, String, Double, Double, List<String>, Integer, Double, Double, Map<String, Integer>, String, Integer, String, Duration, Proxy, Boolean, Boolean, Tokenizer, Map<String, String>) - Constructor for class dev.langchain4j.model.openai.OpenAiStreamingChatModel

OpenAiStreamingChatModel.OpenAiStreamingChatModelBuilder - Class in dev.langchain4j.model.openai

OpenAiStreamingChatModelBuilder() - Constructor for class dev.langchain4j.model.openai.OpenAiStreamingChatModel.OpenAiStreamingChatModelBuilder

OpenAiStreamingChatModelBuilderFactory - Interface in dev.langchain4j.model.openai.spi

A factory for building OpenAiStreamingChatModel.OpenAiStreamingChatModelBuilder instances.

OpenAiStreamingLanguageModel - Class in dev.langchain4j.model.openai

Represents an OpenAI language model with a completion interface, such as gpt-3.5-turbo-instruct.

OpenAiStreamingLanguageModel(String, String, String, String, Double, Duration, Proxy, Boolean, Boolean, Tokenizer, Map<String, String>) - Constructor for class dev.langchain4j.model.openai.OpenAiStreamingLanguageModel

OpenAiStreamingLanguageModel.OpenAiStreamingLanguageModelBuilder - Class in dev.langchain4j.model.openai

OpenAiStreamingLanguageModelBuilder() - Constructor for class dev.langchain4j.model.openai.OpenAiStreamingLanguageModel.OpenAiStreamingLanguageModelBuilder

OpenAiStreamingLanguageModelBuilderFactory - Interface in dev.langchain4j.model.openai.spi

A factory for building OpenAiStreamingLanguageModel.OpenAiStreamingLanguageModelBuilder instances.

OpenAiStreamingResponseBuilder - Class in dev.langchain4j.model.openai

This class needs to be thread safe because it is called when a streaming result comes back and there is no guarantee that this thread will be the same as the one that initiated the request, in fact it almost certainly won't be.

OpenAiStreamingResponseBuilder(Integer) - Constructor for class dev.langchain4j.model.openai.OpenAiStreamingResponseBuilder

OpenAiTokenizer - Class in dev.langchain4j.model.openai

This class can be used to estimate the cost (in tokens) before calling OpenAI or when using streaming.

OpenAiTokenizer() - Constructor for class dev.langchain4j.model.openai.OpenAiTokenizer

Creates an instance of the OpenAiTokenizer for the "gpt-3.5-turbo" model.

OpenAiTokenizer(OpenAiChatModelName) - Constructor for class dev.langchain4j.model.openai.OpenAiTokenizer

Creates an instance of the OpenAiTokenizer for a given OpenAiChatModelName.

OpenAiTokenizer(OpenAiEmbeddingModelName) - Constructor for class dev.langchain4j.model.openai.OpenAiTokenizer

Creates an instance of the OpenAiTokenizer for a given OpenAiEmbeddingModelName.

OpenAiTokenizer(OpenAiLanguageModelName) - Constructor for class dev.langchain4j.model.openai.OpenAiTokenizer

Creates an instance of the OpenAiTokenizer for a given OpenAiLanguageModelName.

OpenAiTokenizer(String) - Constructor for class dev.langchain4j.model.openai.OpenAiTokenizer

Creates an instance of the OpenAiTokenizer for a given model name.

openSearchClient(OpenSearchClient) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore.Builder

OpenSearchEmbeddingStore - Class in dev.langchain4j.store.embedding.opensearch

Represents an OpenSearch index as an embedding store.

OpenSearchEmbeddingStore(String, String, String, String, String) - Constructor for class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore

Creates an instance of OpenSearchEmbeddingStore to connect with OpenSearch clusters running locally and network reachable.

OpenSearchEmbeddingStore(String, String, String, AwsSdk2TransportOptions, String) - Constructor for class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore

Creates an instance of OpenSearchEmbeddingStore to connect with OpenSearch clusters running as a fully managed service at AWS.

OpenSearchEmbeddingStore(OpenSearchClient, String) - Constructor for class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore

Creates an instance of OpenSearchEmbeddingStore using provided OpenSearchClient

OpenSearchEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.opensearch

OpenSearchRequestFailedException - Exception Class in dev.langchain4j.store.embedding.opensearch

OpenSearchRequestFailedException() - Constructor for exception class dev.langchain4j.store.embedding.opensearch.OpenSearchRequestFailedException

OpenSearchRequestFailedException(String) - Constructor for exception class dev.langchain4j.store.embedding.opensearch.OpenSearchRequestFailedException

OpenSearchRequestFailedException(String, Throwable) - Constructor for exception class dev.langchain4j.store.embedding.opensearch.OpenSearchRequestFailedException

options - Variable in class dev.langchain4j.rag.query.router.LanguageModelQueryRouter

options(Options) - Method in class dev.langchain4j.model.huggingface.client.TextGenerationRequest.Builder

options(AwsSdk2TransportOptions) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore.Builder

Options - Class in dev.langchain4j.model.huggingface.client

Options.Builder - Class in dev.langchain4j.model.huggingface.client

or(Filter) - Method in interface dev.langchain4j.store.embedding.filter.Filter

or(Filter, Filter) - Static method in interface dev.langchain4j.store.embedding.filter.Filter

Or - Class in dev.langchain4j.store.embedding.filter.logical

Or(Filter, Filter) - Constructor for class dev.langchain4j.store.embedding.filter.logical.Or

Origami - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

OTHER - Enum constant in enum class dev.langchain4j.model.output.FinishReason

The call finished for some other reason.

outputFormatInstructions(Class<?>) - Static method in class dev.langchain4j.service.ServiceOutputParser

OutputParser<T> - Interface in dev.langchain4j.model.output

Represents an output parser.

outputTokenCount() - Method in class dev.langchain4j.model.output.TokenUsage

Returns the output token count, or null if unknown.

outputTokens - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicUsage

P

P - Annotation Interface in dev.langchain4j.agent.tool

Parameter of a Tool

packageItem() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns the value of the packageItem record component.

packageName(String) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Infinispan schema package name

pageNumber() - Method in class dev.langchain4j.web.search.WebSearchInformationResult

Gets the page number.

parameters() - Method in class dev.langchain4j.agent.tool.ToolSpecification

Returns the parameters of the tool.

parameters() - Method in class dev.langchain4j.model.qianfan.client.chat.Function

parameters() - Method in class dev.langchain4j.model.zhipu.chat.Function

parameters(ToolParameters) - Method in class dev.langchain4j.agent.tool.ToolSpecification.Builder

Sets the parameters.

parameters(Parameters) - Method in class dev.langchain4j.model.huggingface.client.TextGenerationRequest.Builder

parameters(Parameters) - Method in class dev.langchain4j.model.qianfan.client.chat.Function.Builder

parameters(Parameters) - Method in class dev.langchain4j.model.zhipu.chat.Function.Builder

Parameters - Class in dev.langchain4j.model.huggingface.client

Parameters - Class in dev.langchain4j.model.qianfan.client.chat

Parameters - Class in dev.langchain4j.model.zhipu.chat

Parameters(Parameters.Builder) - Constructor for class dev.langchain4j.model.huggingface.client.Parameters

Parameters.Builder - Class in dev.langchain4j.model.huggingface.client

Parameters.Builder - Class in dev.langchain4j.model.qianfan.client.chat

Parameters.Builder - Class in dev.langchain4j.model.zhipu.chat

parse(Response<AiMessage>, Class<?>) - Static method in class dev.langchain4j.service.ServiceOutputParser

parse(InputStream) - Method in interface dev.langchain4j.data.document.DocumentParser

Parses a given InputStream into a Document.

parse(InputStream) - Method in class dev.langchain4j.data.document.parser.apache.pdfbox.ApachePdfBoxDocumentParser

parse(InputStream) - Method in class dev.langchain4j.data.document.parser.apache.poi.ApachePoiDocumentParser

parse(InputStream) - Method in class dev.langchain4j.data.document.parser.apache.tika.ApacheTikaDocumentParser

parse(InputStream) - Method in class dev.langchain4j.data.document.parser.TextDocumentParser

parse(String) - Method in class dev.langchain4j.model.output.BigDecimalOutputParser

parse(String) - Method in class dev.langchain4j.model.output.BigIntegerOutputParser

parse(String) - Method in class dev.langchain4j.model.output.BooleanOutputParser

parse(String) - Method in class dev.langchain4j.model.output.ByteOutputParser

parse(String) - Method in class dev.langchain4j.model.output.DateOutputParser

parse(String) - Method in class dev.langchain4j.model.output.DoubleOutputParser

parse(String) - Method in class dev.langchain4j.model.output.EnumOutputParser

parse(String) - Method in class dev.langchain4j.model.output.FloatOutputParser

parse(String) - Method in class dev.langchain4j.model.output.IntOutputParser

parse(String) - Method in class dev.langchain4j.model.output.LocalDateOutputParser

parse(String) - Method in class dev.langchain4j.model.output.LocalDateTimeOutputParser

parse(String) - Method in class dev.langchain4j.model.output.LocalTimeOutputParser

parse(String) - Method in class dev.langchain4j.model.output.LongOutputParser

parse(String) - Method in interface dev.langchain4j.model.output.OutputParser

Parse the given text.

parse(String) - Method in class dev.langchain4j.model.output.ShortOutputParser

parse(String) - Method in class dev.langchain4j.rag.query.router.LanguageModelQueryRouter

parse(String) - Method in class dev.langchain4j.rag.query.transformer.ExpandingQueryTransformer

parse(String) - Method in interface dev.langchain4j.store.embedding.filter.FilterParser

Parses a filter expression string into a Filter object.

parse(String) - Method in class dev.langchain4j.store.embedding.filter.parser.sql.SqlFilterParser

password(String) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

password(String) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore.Builder

password(String) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

password(String) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore.Builder

password(String) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore.Builder

password(String) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.Builder

path - Variable in class dev.langchain4j.data.document.source.FileSystemSource

payloadTextKey(String) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore.Builder

penaltyScore() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest

penaltyScore(Double) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

penaltyScore(Double) - Method in class dev.langchain4j.model.qianfan.client.completion.CompletionRequest.Builder

performBasicValidation() - Method in class dev.langchain4j.service.AiServices

persistTo(Path) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

PgVectorEmbeddingStore - Class in dev.langchain4j.store.embedding.pgvector

PGVector EmbeddingStore Implementation

PgVectorEmbeddingStore(String, Integer, String, String, String, String, Integer, Boolean, Integer, Boolean, Boolean, MetadataStorageConfig) - Constructor for class dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore

Constructor for PgVectorEmbeddingStore Class Use this builder when you don't have datasource management.

PgVectorEmbeddingStore(DataSource, String, Integer, Boolean, Integer, Boolean, Boolean, MetadataStorageConfig) - Constructor for class dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore

Constructor for PgVectorEmbeddingStore Class

photograph - Enum constant in enum class dev.langchain4j.model.vertexai.VertexAiImageModel.ImageStyle

Photographic - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

PineconeEmbeddingStore - Class in dev.langchain4j.store.embedding.pinecone

Represents a Pinecone index as an embedding store.

PineconeEmbeddingStore(String, String, String, String, String, String) - Constructor for class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore

Creates an instance of PineconeEmbeddingStore.

PineconeEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.pinecone

PixelArt - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

pop_art - Enum constant in enum class dev.langchain4j.model.vertexai.VertexAiImageModel.ImageStyle

port(int) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore.Builder

port(Integer) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

port(Integer) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

port(Integer) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore.Builder

port(Integer) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.Builder

presencePenalty(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

presencePenalty(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

presencePenalty(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

presencePenalty(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

probeContentType(Path) - Method in class dev.langchain4j.model.dashscope.EnhancedFileTypeDetector

profile(String) - Method in class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader.Builder

Set the profile defined in AWS credentials.

project(String) - Method in class dev.langchain4j.model.vertexai.VertexAiChatModel.Builder

project(String) - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.Builder

project(String) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

project(String) - Method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel.Builder

projectId(String) - Method in class dev.langchain4j.store.embedding.pinecone.PineconeEmbeddingStore.Builder

prompt() - Method in class dev.langchain4j.model.qianfan.client.completion.CompletionRequest

prompt(String) - Method in class dev.langchain4j.model.qianfan.client.completion.CompletionRequest.Builder

Prompt - Class in dev.langchain4j.model.input

Represents a prompt (an input text sent to the LLM).

Prompt() - Constructor for class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModelResponse.Prompt

Prompt(String) - Constructor for class dev.langchain4j.model.input.Prompt

Create a new Prompt.

promptTemplate - Variable in class dev.langchain4j.rag.query.router.LanguageModelQueryRouter

promptTemplate - Variable in class dev.langchain4j.rag.query.transformer.CompressingQueryTransformer

promptTemplate - Variable in class dev.langchain4j.rag.query.transformer.ExpandingQueryTransformer

promptTemplate - Variable in class dev.langchain4j.store.embedding.filter.builder.sql.LanguageModelSqlFilterBuilder

promptTemplate(PromptTemplate) - Method in class dev.langchain4j.chain.ConversationalRetrievalChain.Builder

Deprecated.

promptTemplate(String) - Method in class dev.langchain4j.model.zhipu.chat.Retrieval.RetrievalBuilder

PromptTemplate - Class in dev.langchain4j.model.input

Represents a template of a prompt that can be reused multiple times.

PromptTemplate(String) - Constructor for class dev.langchain4j.model.input.PromptTemplate

Create a new PromptTemplate.

PromptTemplateFactory - Interface in dev.langchain4j.spi.prompt

A factory for creating prompt templates.

PromptTemplateFactory.Input - Interface in dev.langchain4j.spi.prompt

Interface for input for the factory.

PromptTemplateFactory.Template - Interface in dev.langchain4j.spi.prompt

Interface for a prompt template.

promptTokens() - Method in class dev.langchain4j.model.qianfan.client.Usage

promptTokens(Integer) - Method in class dev.langchain4j.model.qianfan.client.Usage.Builder

promptTokens(Integer) - Method in class dev.langchain4j.model.zhipu.shared.Usage.Builder

properties - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicToolSchema

properties() - Method in class dev.langchain4j.agent.tool.ToolParameters

Returns the properties of the tool.

properties() - Method in class dev.langchain4j.model.qianfan.client.chat.Parameters

properties() - Method in class dev.langchain4j.model.qianfan.client.chat.Responses

properties() - Method in class dev.langchain4j.model.zhipu.chat.Parameters

properties(Map<String, Map<String, Object>>) - Method in class dev.langchain4j.agent.tool.ToolParameters.Builder

Sets the properties.

properties(Map<String, Map<String, Object>>) - Method in class dev.langchain4j.model.qianfan.client.chat.Parameters.Builder

properties(Map<String, Map<String, Object>>) - Method in class dev.langchain4j.model.qianfan.client.chat.Responses.Builder

properties(Map<String, Map<String, Object>>) - Method in class dev.langchain4j.model.zhipu.chat.Parameters.Builder

property(String, Object) - Static method in class dev.langchain4j.agent.tool.JsonSchemaProperty

Construct a property with key and value.

property(String, Object) - Static method in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

proxy(Proxy) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

proxy(Proxy.Type, String, int) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

proxyOptions(ProxyOptions) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

proxyOptions(ProxyOptions) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

proxyOptions(ProxyOptions) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

proxyOptions(ProxyOptions) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

proxyOptions(ProxyOptions) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

proxyOptions(ProxyOptions) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

publisher(String) - Method in class dev.langchain4j.model.vertexai.VertexAiChatModel.Builder

publisher(String) - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.Builder

publisher(String) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

publisher(String) - Method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel.Builder

put(String, double) - Method in class dev.langchain4j.data.document.Metadata

Adds a key-value pair to the metadata.

put(String, float) - Method in class dev.langchain4j.data.document.Metadata

Adds a key-value pair to the metadata.

put(String, int) - Method in class dev.langchain4j.data.document.Metadata

Adds a key-value pair to the metadata.

put(String, long) - Method in class dev.langchain4j.data.document.Metadata

Adds a key-value pair to the metadata.

put(String, String) - Method in class dev.langchain4j.data.document.Metadata

Adds a key-value pair to the metadata.

Q

QdrantEmbeddingStore - Class in dev.langchain4j.store.embedding.qdrant

Represents a Qdrant collection as an embedding store.

QdrantEmbeddingStore(QdrantClient, String, String) - Constructor for class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore

QdrantEmbeddingStore(String, String, int, boolean, String, String) - Constructor for class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore

QdrantEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.qdrant

QIANFAN_BLOOMZ_7B_COMPRESSED - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

QIANFAN_CHINESE_LLAMA_2_7B - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

QianfanChatModel - Class in dev.langchain4j.model.qianfan

see details here: https://cloud.baidu.com/doc/WENXINWORKSHOP/s/Nlks5zkzu

QianfanChatModel(String, String, String, Double, Integer, Double, String, String, String, Double, Boolean, Boolean) - Constructor for class dev.langchain4j.model.qianfan.QianfanChatModel

QianfanChatModel.QianfanChatModelBuilder - Class in dev.langchain4j.model.qianfan

QianfanChatModelBuilder() - Constructor for class dev.langchain4j.model.qianfan.QianfanChatModel.QianfanChatModelBuilder

QianfanChatModelBuilderFactory - Interface in dev.langchain4j.model.qianfan.spi

A factory for building QianfanChatModel.QianfanChatModelBuilder instances.

QianfanChatModelNameEnum - Enum Class in dev.langchain4j.model.qianfan

QianfanClient - Class in dev.langchain4j.model.qianfan.client

QianfanClient(String, String) - Constructor for class dev.langchain4j.model.qianfan.client.QianfanClient

QianfanClient.Builder - Class in dev.langchain4j.model.qianfan.client

QianfanEmbeddingModel - Class in dev.langchain4j.model.qianfan

see details here: https://cloud.baidu.com/doc/WENXINWORKSHOP/s/Nlks5zkzu

QianfanEmbeddingModel(String, String, String, Integer, String, String, String, Boolean, Boolean) - Constructor for class dev.langchain4j.model.qianfan.QianfanEmbeddingModel

QianfanEmbeddingModel.QianfanEmbeddingModelBuilder - Class in dev.langchain4j.model.qianfan

QianfanEmbeddingModelBuilder() - Constructor for class dev.langchain4j.model.qianfan.QianfanEmbeddingModel.QianfanEmbeddingModelBuilder

QianfanEmbeddingModelBuilderFactory - Interface in dev.langchain4j.model.qianfan.spi

A factory for building QianfanEmbeddingModel.QianfanEmbeddingModelBuilder instances.

QianfanEmbeddingModelNameEnum - Enum Class in dev.langchain4j.model.qianfan

QianfanHttpException - Exception Class in dev.langchain4j.model.qianfan.client

QianfanHttpException(int, String) - Constructor for exception class dev.langchain4j.model.qianfan.client.QianfanHttpException

QianfanLanguageModel - Class in dev.langchain4j.model.qianfan

see details here: https://cloud.baidu.com/doc/WENXINWORKSHOP/s/Nlks5zkzu

QianfanLanguageModel(String, String, String, Double, Integer, Integer, Double, String, String, Double, Boolean, Boolean) - Constructor for class dev.langchain4j.model.qianfan.QianfanLanguageModel

QianfanLanguageModel.QianfanLanguageModelBuilder - Class in dev.langchain4j.model.qianfan

QianfanLanguageModelBuilder() - Constructor for class dev.langchain4j.model.qianfan.QianfanLanguageModel.QianfanLanguageModelBuilder

QianfanLanguageModelBuilderFactory - Interface in dev.langchain4j.model.qianfan.spi

A factory for building QianfanLanguageModel.QianfanLanguageModelBuilder instances.

QianfanLanguageModelNameEnum - Enum Class in dev.langchain4j.model.qianfan

QianfanStreamingChatModel - Class in dev.langchain4j.model.qianfan

see details here: https://cloud.baidu.com/doc/WENXINWORKSHOP/s/Nlks5zkzu

QianfanStreamingChatModel(String, String, String, Double, Double, String, String, String, Double, Boolean, Boolean) - Constructor for class dev.langchain4j.model.qianfan.QianfanStreamingChatModel

QianfanStreamingChatModel.QianfanStreamingChatModelBuilder - Class in dev.langchain4j.model.qianfan

QianfanStreamingChatModelBuilder() - Constructor for class dev.langchain4j.model.qianfan.QianfanStreamingChatModel.QianfanStreamingChatModelBuilder

QianfanStreamingChatModelBuilderFactory - Interface in dev.langchain4j.model.qianfan.spi

A factory for building QianfanStreamingChatModel.QianfanStreamingChatModelBuilder instances.

QianfanStreamingLanguageModel - Class in dev.langchain4j.model.qianfan

see details here: https://cloud.baidu.com/doc/WENXINWORKSHOP/s/Nlks5zkzu

QianfanStreamingLanguageModel(String, String, String, Double, Integer, Integer, Double, String, String, Double, Boolean, Boolean) - Constructor for class dev.langchain4j.model.qianfan.QianfanStreamingLanguageModel

QianfanStreamingLanguageModel.QianfanStreamingLanguageModelBuilder - Class in dev.langchain4j.model.qianfan

QianfanStreamingLanguageModelBuilder() - Constructor for class dev.langchain4j.model.qianfan.QianfanStreamingLanguageModel.QianfanStreamingLanguageModelBuilder

QianfanStreamingLanguageModelBuilderFactory - Interface in dev.langchain4j.model.qianfan.spi

A factory for building QianfanStreamingLanguageModel.QianfanStreamingLanguageModelBuilder instances.

QianfanStreamingResponseBuilder - Class in dev.langchain4j.model.qianfan.client

This class needs to be thread safe because it is called when a streaming result comes back and there is no guarantee that this thread will be the same as the one that initiated the request, in fact it almost certainly won't be.

QianfanStreamingResponseBuilder(Integer) - Constructor for class dev.langchain4j.model.qianfan.client.QianfanStreamingResponseBuilder

quality(ImageGenerationQuality) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the quality of the image, using the ImageGenerationQuality enum.

quality(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the quality of the image.

Query - Class in dev.langchain4j.rag.query

Represents a query from the user intended for retrieving relevant Contents.

Query(String) - Constructor for class dev.langchain4j.rag.query.Query

Query(String, Metadata) - Constructor for class dev.langchain4j.rag.query.Query

queryEmbedding() - Method in class dev.langchain4j.store.embedding.EmbeddingSearchRequest

QueryRouter - Interface in dev.langchain4j.rag.query.router

Routes the given Query to one or multiple ContentRetrievers.

QueryTransformer - Interface in dev.langchain4j.rag.query.transformer

Transforms the given Query into one or multiple Querys.

queryType(AzureAiSearchQueryType) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever.Builder

Sets the Azure AI Search Query Type.

quoted(Object) - Static method in class dev.langchain4j.internal.Utils

Returns the given object's toString() surrounded by quotes.

QWEN_14B_CHAT - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QWEN_72B_CHAT - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QWEN_7B_CHAT - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QWEN_MAX - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QWEN_MAX_LONGCONTEXT - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QWEN_PLUS - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QWEN_TURBO - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QWEN_VL_MAX - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QWEN_VL_PLUS - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QWEN1_5_14B_CHAT - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QWEN1_5_32B_CHAT - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QWEN1_5_72B_CHAT - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QWEN1_5_7B_CHAT - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

QwenChatModel - Class in dev.langchain4j.model.dashscope

QwenChatModel(String, String, String, Double, Integer, Boolean, Integer, Float, Float, List<String>, Integer) - Constructor for class dev.langchain4j.model.dashscope.QwenChatModel

QwenChatModel.QwenChatModelBuilder - Class in dev.langchain4j.model.dashscope

QwenChatModelBuilder() - Constructor for class dev.langchain4j.model.dashscope.QwenChatModel.QwenChatModelBuilder

QwenChatModelBuilderFactory - Interface in dev.langchain4j.model.dashscope.spi

A factory for building QwenChatModel.QwenChatModelBuilder instances.

QwenEmbeddingModel - Class in dev.langchain4j.model.dashscope

QwenEmbeddingModel(String, String) - Constructor for class dev.langchain4j.model.dashscope.QwenEmbeddingModel

QwenEmbeddingModel.QwenEmbeddingModelBuilder - Class in dev.langchain4j.model.dashscope

QwenEmbeddingModelBuilder() - Constructor for class dev.langchain4j.model.dashscope.QwenEmbeddingModel.QwenEmbeddingModelBuilder

QwenEmbeddingModelBuilderFactory - Interface in dev.langchain4j.model.dashscope.spi

A factory for building QwenEmbeddingModel.QwenEmbeddingModelBuilder instances.

QwenLanguageModel - Class in dev.langchain4j.model.dashscope

QwenLanguageModel(String, String, String, Double, Integer, Boolean, Integer, Float, Float, List<String>, Integer) - Constructor for class dev.langchain4j.model.dashscope.QwenLanguageModel

QwenLanguageModel.QwenLanguageModelBuilder - Class in dev.langchain4j.model.dashscope

QwenLanguageModelBuilder() - Constructor for class dev.langchain4j.model.dashscope.QwenLanguageModel.QwenLanguageModelBuilder

QwenLanguageModelBuilderFactory - Interface in dev.langchain4j.model.dashscope.spi

A factory for building QwenLanguageModel.QwenLanguageModelBuilder instances.

QwenModelName - Class in dev.langchain4j.model.dashscope

The LLMs provided by Alibaba Cloud, performs better than most LLMs in Asia languages.

QwenModelName() - Constructor for class dev.langchain4j.model.dashscope.QwenModelName

QwenStreamingChatModel - Class in dev.langchain4j.model.dashscope

QwenStreamingChatModel(String, String, String, Double, Integer, Boolean, Integer, Float, Float, List<String>, Integer) - Constructor for class dev.langchain4j.model.dashscope.QwenStreamingChatModel

QwenStreamingChatModel.QwenStreamingChatModelBuilder - Class in dev.langchain4j.model.dashscope

QwenStreamingChatModelBuilder() - Constructor for class dev.langchain4j.model.dashscope.QwenStreamingChatModel.QwenStreamingChatModelBuilder

QwenStreamingChatModelBuilderFactory - Interface in dev.langchain4j.model.dashscope.spi

A factory for building QwenStreamingChatModel.QwenStreamingChatModelBuilder instances.

QwenStreamingLanguageModel - Class in dev.langchain4j.model.dashscope

QwenStreamingLanguageModel(String, String, String, Double, Integer, Boolean, Integer, Float, Float, List<String>, Integer) - Constructor for class dev.langchain4j.model.dashscope.QwenStreamingLanguageModel

QwenStreamingLanguageModel.QwenStreamingLanguageModelBuilder - Class in dev.langchain4j.model.dashscope

QwenStreamingLanguageModelBuilder() - Constructor for class dev.langchain4j.model.dashscope.QwenStreamingLanguageModel.QwenStreamingLanguageModelBuilder

QwenStreamingLanguageModelBuilderFactory - Interface in dev.langchain4j.model.dashscope.spi

A factory for building QwenStreamingLanguageModel.QwenStreamingLanguageModelBuilder instances.

QwenStreamingResponseBuilder - Class in dev.langchain4j.model.dashscope

QwenStreamingResponseBuilder() - Constructor for class dev.langchain4j.model.dashscope.QwenStreamingResponseBuilder

QwenTokenizer - Class in dev.langchain4j.model.dashscope

QwenTokenizer(String, String) - Constructor for class dev.langchain4j.model.dashscope.QwenTokenizer

R

randomUUID() - Static method in class dev.langchain4j.internal.Utils

Returns a random UUID.

rawDelayMs(int) - Method in class dev.langchain4j.internal.RetryUtils.RetryPolicy

This method returns the raw delay in milliseconds for a given attempt.

read(JsonReader) - Method in class dev.langchain4j.model.qianfan.client.MessageTypeAdapter

readBytes(String) - Static method in class dev.langchain4j.internal.Utils

Reads the content as bytes from the given URL as a GET request.

readFrom(MessageMarshaller.ProtoStreamReader) - Method in class dev.langchain4j.store.embedding.infinispan.LangChainItemMarshaller

readFrom(MessageMarshaller.ProtoStreamReader) - Method in class dev.langchain4j.store.embedding.infinispan.LangChainMetadataMarshaller

readTimeout(Duration) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

readTimeout(Duration) - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient.Builder

ReciprocalRankFuser - Class in dev.langchain4j.rag.content.aggregator

Implementation of Reciprocal Rank Fusion.

ReciprocalRankFuser() - Constructor for class dev.langchain4j.rag.content.aggregator.ReciprocalRankFuser

recursive(int, int) - Static method in class dev.langchain4j.data.document.splitter.DocumentSplitters

This is a recommended DocumentSplitter for generic text.

recursive(int, int, Tokenizer) - Static method in class dev.langchain4j.data.document.splitter.DocumentSplitters

This is a recommended DocumentSplitter for generic text.

RecursiveDocumentSplitterFactory - Class in dev.langchain4j.data.document.splitter.recursive

RecursiveDocumentSplitterFactory() - Constructor for class dev.langchain4j.data.document.splitter.recursive.RecursiveDocumentSplitterFactory

RedisEmbeddingStore - Class in dev.langchain4j.store.embedding.redis

Represents a Redis index as an embedding store.

RedisEmbeddingStore(String, Integer, String, String, String, Integer, Collection<String>) - Constructor for class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore

Creates an instance of RedisEmbeddingStore

RedisEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.redis

RedisRequestFailedException - Exception Class in dev.langchain4j.store.embedding.redis

RedisRequestFailedException() - Constructor for exception class dev.langchain4j.store.embedding.redis.RedisRequestFailedException

RedisRequestFailedException(String) - Constructor for exception class dev.langchain4j.store.embedding.redis.RedisRequestFailedException

RedisRequestFailedException(String, Throwable) - Constructor for exception class dev.langchain4j.store.embedding.redis.RedisRequestFailedException

refreshSchema() - Method in class dev.langchain4j.store.graph.neo4j.Neo4jGraph

refreshToken(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse.Builder

region(Region) - Method in class dev.langchain4j.data.document.loader.tencent.cos.TencentCosDocumentLoader.Builder

Set the Tencent region.

region(String) - Method in class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader.Builder

Set the AWS region.

region(String) - Method in class dev.langchain4j.data.document.loader.tencent.cos.TencentCosDocumentLoader.Builder

Set the Tencent region.

region(String) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore.Builder

region(Region) - Method in class dev.langchain4j.data.document.loader.amazon.s3.AmazonS3DocumentLoader.Builder

Set the AWS region.

registerSchema() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns the value of the registerSchema record component.

registerSchema(boolean) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Register Langchain schema in the server

RelevanceScore - Class in dev.langchain4j.store.embedding

Utility class for converting between cosine similarity and relevance score.

remoteCache() - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore

remove(String) - Method in class dev.langchain4j.data.document.Metadata

Removes the given key from the metadata.

removeToolMessages(List<ChatMessage>) - Static method in class dev.langchain4j.service.AiServices

render(Map<String, Object>) - Method in interface dev.langchain4j.spi.prompt.PromptTemplateFactory.Template

Render the template.

repeat(String, int) - Static method in class dev.langchain4j.internal.Utils

Returns a string consisting of the given string repeated times times.

repetitionPenalty(Double) - Method in class dev.langchain4j.model.huggingface.client.Parameters.Builder

RequestExecutor<Request,Response,ResponseContent> - Class in dev.langchain4j.model.qianfan.client

RequestExecutor(Call<Response>, Function<Response, ResponseContent>) - Constructor for class dev.langchain4j.model.qianfan.client.RequestExecutor

RequestExecutor(Call<Response>, Function<Response, ResponseContent>, Supplier<Request>, Class<Response>, Function<Response, ResponseContent>) - Constructor for class dev.langchain4j.model.qianfan.client.RequestExecutor

RequestExecutor(Call<Response>, Function<Response, ResponseContent>, OkHttpClient, String, Supplier<Request>, Class<Response>, Function<Response, ResponseContent>, boolean) - Constructor for class dev.langchain4j.model.qianfan.client.RequestExecutor

requestId(String) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

RequestLoggingInterceptor - Class in dev.langchain4j.model.qianfan.client

RequestLoggingInterceptor() - Constructor for class dev.langchain4j.model.qianfan.client.RequestLoggingInterceptor

required - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicToolSchema

required() - Method in class dev.langchain4j.agent.tool.ToolParameters

Returns the required properties of the tool.

required() - Method in class dev.langchain4j.model.qianfan.client.chat.Parameters

required() - Method in class dev.langchain4j.model.zhipu.chat.Parameters

required(List<String>) - Method in class dev.langchain4j.agent.tool.ToolParameters.Builder

Sets the required.

required(List<String>) - Method in class dev.langchain4j.model.qianfan.client.chat.Parameters.Builder

required(List<String>) - Method in class dev.langchain4j.model.qianfan.client.chat.Responses.Builder

required(List<String>) - Method in class dev.langchain4j.model.zhipu.chat.Parameters.Builder

reRankAndFilter(List<Content>, Query) - Method in class dev.langchain4j.rag.content.aggregator.ReRankingContentAggregator

ReRankingContentAggregator - Class in dev.langchain4j.rag.content.aggregator

A ContentAggregator that performs re-ranking using a ScoringModel, such as Cohere.

ReRankingContentAggregator(ScoringModel) - Constructor for class dev.langchain4j.rag.content.aggregator.ReRankingContentAggregator

ReRankingContentAggregator(ScoringModel, Function<Map<Query, Collection<List<Content>>>, Query>, Double) - Constructor for class dev.langchain4j.rag.content.aggregator.ReRankingContentAggregator

Response<T> - Class in dev.langchain4j.model.output

Represents the response from various types of models, including language, chat, embedding, and moderation models.

Response(T) - Constructor for class dev.langchain4j.model.output.Response

Create a new Response.

Response(T, TokenUsage, FinishReason) - Constructor for class dev.langchain4j.model.output.Response

Create a new Response.

responseFormat(ChatCompletionsResponseFormat) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

responseFormat(ChatCompletionsResponseFormat) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

responseFormat(ImageGenerationResponseFormat) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the response format of the image, using the ImageGenerationResponseFormat enum.

responseFormat(MistralAiResponseFormatType) - Method in class dev.langchain4j.model.mistralai.MistralAiChatModel.MistralAiChatModelBuilder

responseFormat(MistralAiResponseFormatType) - Method in class dev.langchain4j.model.mistralai.MistralAiStreamingChatModel.MistralAiStreamingChatModelBuilder

responseFormat(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the response format of the image.

responseFormat(String) - Method in class dev.langchain4j.model.mistralai.MistralAiChatModel.MistralAiChatModelBuilder

responseFormat(String) - Method in class dev.langchain4j.model.mistralai.MistralAiStreamingChatModel.MistralAiStreamingChatModelBuilder

responseFormat(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

ResponseLoggingInterceptor - Class in dev.langchain4j.model.qianfan.client

ResponseLoggingInterceptor() - Constructor for class dev.langchain4j.model.qianfan.client.ResponseLoggingInterceptor

responses() - Method in class dev.langchain4j.model.qianfan.client.chat.Function

responses(Responses) - Method in class dev.langchain4j.model.qianfan.client.chat.Function.Builder

Responses - Class in dev.langchain4j.model.qianfan.client.chat

Responses.Builder - Class in dev.langchain4j.model.qianfan.client.chat

restClient(RestClient) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore.Builder

result(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

Result() - Constructor for class dev.langchain4j.model.bedrock.BedrockTitanChatModelResponse.Result

results() - Method in class dev.langchain4j.web.search.WebSearchResults

Gets the list of organic search results.

Retrieval - Class in dev.langchain4j.model.zhipu.chat

RETRIEVAL_DOCUMENT - Enum constant in enum class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.TaskType

RETRIEVAL_QUERY - Enum constant in enum class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.TaskType

Retrieval.RetrievalBuilder - Class in dev.langchain4j.model.zhipu.chat

retrievalAugmentor - Variable in class dev.langchain4j.service.AiServiceContext

retrievalAugmentor(RetrievalAugmentor) - Method in class dev.langchain4j.chain.ConversationalRetrievalChain.Builder

retrievalAugmentor(RetrievalAugmentor) - Method in class dev.langchain4j.service.AiServices

Configures a retrieval augmentor to be invoked on every method call.

RetrievalAugmentor - Interface in dev.langchain4j.rag

Augments the provided UserMessage with retrieved content.

retrievalParam(RetrievalParam) - Method in class dev.langchain4j.store.embedding.vearch.SpaceEngine.Builder

RetrievalParam - Class in dev.langchain4j.store.embedding.vearch

As a constraint of all engine type only

RetrievalParam() - Constructor for class dev.langchain4j.store.embedding.vearch.RetrievalParam

RetrievalParam.BINARYIVFParam - Class in dev.langchain4j.store.embedding.vearch

RetrievalParam.FLAT - Class in dev.langchain4j.store.embedding.vearch

RetrievalParam.GPUParam - Class in dev.langchain4j.store.embedding.vearch

RetrievalParam.HNSWParam - Class in dev.langchain4j.store.embedding.vearch

RetrievalParam.IVFFLATParam - Class in dev.langchain4j.store.embedding.vearch

RetrievalParam.IVFPQParam - Class in dev.langchain4j.store.embedding.vearch

retrievalType(RetrievalType) - Method in class dev.langchain4j.store.embedding.vearch.SpaceEngine.Builder

RetrievalType - Enum Class in dev.langchain4j.store.embedding.vearch

retrieve(Query) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever

retrieve(Query) - Method in interface dev.langchain4j.rag.content.retriever.ContentRetriever

Retrieves relevant Contents using a given Query.

retrieve(Query) - Method in class dev.langchain4j.rag.content.retriever.EmbeddingStoreContentRetriever

retrieve(Query) - Method in class dev.langchain4j.rag.content.retriever.neo4j.Neo4jContentRetriever

retrieve(Query) - Method in class dev.langchain4j.rag.content.retriever.WebSearchContentRetriever

retrieveEmbeddingsOnSearch(Boolean) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

retriever(Retriever<TextSegment>) - Method in class dev.langchain4j.chain.ConversationalRetrievalChain.Builder

Deprecated.

retriever(Retriever<TextSegment>) - Method in class dev.langchain4j.service.AiServices

Deprecated.

Retriever<T> - Interface in dev.langchain4j.retriever

Deprecated.

RetryPolicy(int, int, double, double) - Constructor for class dev.langchain4j.internal.RetryUtils.RetryPolicy

Construct a RetryPolicy.

retryPolicyBuilder() - Static method in class dev.langchain4j.internal.RetryUtils

This method returns a RetryPolicy.Builder.

RetryUtils - Class in dev.langchain4j.internal

Utility class for retrying actions.

RetryUtils.RetryPolicy - Class in dev.langchain4j.internal

This class encapsulates a retry policy.

RetryUtils.RetryPolicy.Builder - Class in dev.langchain4j.internal

This class encapsulates a retry policy builder.

returnFullText(Boolean) - Method in class dev.langchain4j.model.huggingface.client.Parameters.Builder

returnFullText(Boolean) - Method in class dev.langchain4j.model.huggingface.HuggingFaceChatModel.Builder

returnFullText(Boolean) - Method in class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel.Builder

revisedPrompt() - Method in class dev.langchain4j.data.image.Image

Get the revised prompt of the image.

revisedPrompt(String) - Method in class dev.langchain4j.data.image.Image.Builder

Set the revised prompt of the image.

right() - Method in class dev.langchain4j.store.embedding.filter.logical.And

right() - Method in class dev.langchain4j.store.embedding.filter.logical.Or

ROCKS_DB - Enum constant in enum class dev.langchain4j.store.embedding.vearch.SpaceStoreType

role - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageResponse

role - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicMessage

role - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicResponseMessage

role() - Method in class dev.langchain4j.model.qianfan.client.chat.Message

role(Role) - Method in class dev.langchain4j.model.qianfan.client.chat.Examples.Builder

role(Role) - Method in class dev.langchain4j.model.qianfan.client.chat.Message.Builder

role(String) - Method in class dev.langchain4j.model.qianfan.client.chat.Message.Builder

Role - Enum Class in dev.langchain4j.model.qianfan.client.chat

Role - Enum Class in dev.langchain4j.model.zhipu.chat

route(Query) - Method in class dev.langchain4j.rag.query.router.DefaultQueryRouter

route(Query) - Method in class dev.langchain4j.rag.query.router.LanguageModelQueryRouter

route(Query) - Method in interface dev.langchain4j.rag.query.router.QueryRouter

Routes the given Query to one or multiple ContentRetrievers.

ROUTE_TO_ALL - Enum constant in enum class dev.langchain4j.rag.query.router.LanguageModelQueryRouter.FallbackStrategy

In this case, the Query will be routed to all ContentRetrievers.

runtime(String, Object...) - Static method in class dev.langchain4j.internal.Exceptions

Constructs an RuntimeException with the given formatted result.

S

safeSearch() - Method in class dev.langchain4j.web.search.WebSearchRequest

Get the safe search flag.

safeSearch(Boolean) - Method in class dev.langchain4j.web.search.WebSearchRequest.Builder

Set the safe search flag.

sampleImageSize(Integer) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

sampleImageStyle(VertexAiImageModel.ImageStyle) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

scope(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse.Builder

score() - Method in class dev.langchain4j.store.embedding.EmbeddingMatch

Returns the relevance score (derivative of cosine distance) of this embedding compared to a reference embedding during a search.

score(TextSegment, String) - Method in interface dev.langchain4j.model.scoring.ScoringModel

Scores a given TextSegment against a given query.

score(String, String) - Method in interface dev.langchain4j.model.scoring.ScoringModel

Scores a given text against a given query.

scoreAll(List<TextSegment>, String) - Method in class dev.langchain4j.model.cohere.CohereScoringModel

scoreAll(List<TextSegment>, String) - Method in interface dev.langchain4j.model.scoring.ScoringModel

Scores all provided TextSegments against a given query.

ScoringModel - Interface in dev.langchain4j.model.scoring

Represents a model capable of scoring a text against a query.

search(EmbeddingSearchRequest) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore

search(EmbeddingSearchRequest) - Method in interface dev.langchain4j.store.embedding.EmbeddingStore

Searches for the most similar (closest in the embedding space) Embeddings.

search(EmbeddingSearchRequest) - Method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

search(EmbeddingSearchRequest) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore

search(EmbeddingSearchRequest) - Method in class dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore

Searches for the most similar (closest in the embedding space) Embeddings.

search(WebSearchRequest) - Method in interface dev.langchain4j.web.search.WebSearchEngine

Performs a search request on the web search engine and returns the search results.

search(String) - Method in interface dev.langchain4j.web.search.WebSearchEngine

Performs a search query on the web search engine and returns the search results.

search(String, String, SearchRequest) - Method in interface dev.langchain4j.store.embedding.vearch.VearchApi

searchClient - Variable in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

searchInformation() - Method in class dev.langchain4j.web.search.WebSearchResults

Gets the information about the web search.

searchMetadata() - Method in class dev.langchain4j.web.search.WebSearchResults

Gets the metadata associated with the web search.

searchQuery(String) - Method in class dev.langchain4j.model.zhipu.chat.WebSearch.WebSearchBuilder

searchTerms() - Method in class dev.langchain4j.web.search.WebSearchRequest

Get the search terms.

searchTerms(String) - Method in class dev.langchain4j.web.search.WebSearchRequest.Builder

Set the search terms.

searchWeb(String) - Method in class dev.langchain4j.web.search.WebSearchTool

Runs a search query on the web search engine and returns a pretty-string representation of the search results.

secretKey(String) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

seed(Long) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

seed(Long) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

seed(Long) - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

SEMANTIC_SEARCH_CONFIG_NAME - Static variable in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

SEMANTIC_SIMILARITY - Enum constant in enum class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.TaskType

SENTENCE_TRANSFORMERS_ALL_MINI_LM_L6_V2 - Static variable in class dev.langchain4j.model.huggingface.HuggingFaceModelName

sentenceId(Integer) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

serialize() - Method in enum class dev.langchain4j.model.anthropic.internal.api.AnthropicRole

serializeToFile(String) - Method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

serializeToFile(Path) - Method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

serializeToJson() - Method in class dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStore

serverUrl(String) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore.Builder

serverUrl(String) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore.Builder

ServiceHelper - Class in dev.langchain4j.spi

Utility wrapper around ServiceLoader.load().

serviceName(String) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore.Builder

ServiceOutputParser - Class in dev.langchain4j.service

ServiceOutputParser() - Constructor for class dev.langchain4j.service.ServiceOutputParser

serviceVersion(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

Sets the Azure OpenAI API service version.

serviceVersion(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

Sets the Azure OpenAI API service version.

serviceVersion(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the Azure OpenAI API service version.

serviceVersion(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

Sets the Azure OpenAI API service version.

serviceVersion(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

Sets the Azure OpenAI API service version.

serviceVersion(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

Sets the Azure OpenAI API service version.

sessionKey(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse.Builder

sessionSecret(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatTokenResponse.Builder

setAttributes(Collection<Document.Metadata.Attribute>) - Method in class dev.langchain4j.store.embedding.azure.search.Document.Metadata

setContent(String) - Method in class dev.langchain4j.store.embedding.azure.search.Document

setContentVector(Collection<Float>) - Method in class dev.langchain4j.store.embedding.azure.search.Document

setId(String) - Method in class dev.langchain4j.store.embedding.azure.search.Document

setKey(String) - Method in class dev.langchain4j.store.embedding.azure.search.Document.Metadata.Attribute

setMetadata(Document.Metadata) - Method in class dev.langchain4j.store.embedding.azure.search.Document

setRetrievalParam(RetrievalParam) - Method in class dev.langchain4j.store.embedding.vearch.SpaceEngine

setSource(String) - Method in class dev.langchain4j.store.embedding.azure.search.Document.Metadata

setValue(String) - Method in class dev.langchain4j.store.embedding.azure.search.Document.Metadata.Attribute

ShortOutputParser - Class in dev.langchain4j.model.output

ShortOutputParser() - Constructor for class dev.langchain4j.model.output.ShortOutputParser

shutdown() - Method in class dev.langchain4j.model.qianfan.client.QianfanClient

similarity() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns the value of the similarity record component.

similarity(String) - Method in class dev.langchain4j.store.embedding.infinispan.InfinispanEmbeddingStore.Builder

Infinispan similarity for the embedding definition

singleText() - Method in class dev.langchain4j.data.message.UserMessage

Returns text from a single TextContent.

size(ImageSize) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the size of the image, using the ImageSize enum.

size(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the size of the image.

sketch - Enum constant in enum class dev.langchain4j.model.vertexai.VertexAiImageModel.ImageStyle

sleep(int) - Method in class dev.langchain4j.internal.RetryUtils.RetryPolicy

This method sleeps for a given attempt.

snippet() - Method in class dev.langchain4j.web.search.WebSearchOrganicResult

Returns the snippet associated with the web page.

source - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicImageContent

SOURCE - Static variable in class dev.langchain4j.data.document.source.amazon.s3.AmazonS3Source

SOURCE - Static variable in class dev.langchain4j.data.document.source.azure.storage.blob.AzureBlobStorageSource

SOURCE - Static variable in class dev.langchain4j.data.document.source.tencent.cos.TencentCosSource

SpaceEngine - Class in dev.langchain4j.store.embedding.vearch

SpaceEngine() - Constructor for class dev.langchain4j.store.embedding.vearch.SpaceEngine

SpaceEngine(String, Long, RetrievalType, RetrievalParam) - Constructor for class dev.langchain4j.store.embedding.vearch.SpaceEngine

SpaceEngine.Builder - Class in dev.langchain4j.store.embedding.vearch

SpacePropertyParam - Class in dev.langchain4j.store.embedding.vearch

As a constraint type of all Space property only

SpacePropertyParam.FloatParam - Class in dev.langchain4j.store.embedding.vearch

SpacePropertyParam.IntegerParam - Class in dev.langchain4j.store.embedding.vearch

SpacePropertyParam.StringParam - Class in dev.langchain4j.store.embedding.vearch

SpacePropertyParam.VectorParam - Class in dev.langchain4j.store.embedding.vearch

SpacePropertyType - Enum Class in dev.langchain4j.store.embedding.vearch

SpaceStoreParam - Class in dev.langchain4j.store.embedding.vearch

SpaceStoreParam() - Constructor for class dev.langchain4j.store.embedding.vearch.SpaceStoreParam

SpaceStoreParam.CompressRate - Class in dev.langchain4j.store.embedding.vearch

SpaceStoreType - Enum Class in dev.langchain4j.store.embedding.vearch

split(Document) - Method in interface dev.langchain4j.data.document.DocumentSplitter

Splits a single Document into a list of TextSegment objects.

split(Document) - Method in class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

split(String) - Method in class dev.langchain4j.data.document.splitter.DocumentByCharacterSplitter

split(String) - Method in class dev.langchain4j.data.document.splitter.DocumentByLineSplitter

split(String) - Method in class dev.langchain4j.data.document.splitter.DocumentByParagraphSplitter

split(String) - Method in class dev.langchain4j.data.document.splitter.DocumentByRegexSplitter

split(String) - Method in class dev.langchain4j.data.document.splitter.DocumentBySentenceSplitter

split(String) - Method in class dev.langchain4j.data.document.splitter.DocumentByWordSplitter

split(String) - Method in class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

Splits the provided text into parts.

splitAll(List<Document>) - Method in interface dev.langchain4j.data.document.DocumentSplitter

Splits a list of Documents into a list of TextSegment objects.

SQLCODER_7B - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanLanguageModelNameEnum

sqlFilterParser - Variable in class dev.langchain4j.store.embedding.filter.builder.sql.LanguageModelSqlFilterBuilder

SqlFilterParser - Class in dev.langchain4j.store.embedding.filter.parser.sql

Parses an SQL "WHERE" clause into a Filter object using JSqlParser.

SqlFilterParser() - Constructor for class dev.langchain4j.store.embedding.filter.parser.sql.SqlFilterParser

Creates an instance of SqlFilterParser.

SqlFilterParser(Clock) - Constructor for class dev.langchain4j.store.embedding.filter.parser.sql.SqlFilterParser

Creates an instance of SqlFilterParser.

StableDiffuseXlV0 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.Types

StableDiffuseXlV1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.Types

start() - Method in interface dev.langchain4j.service.OnStart

Invoke this method to send a request to LLM and start response streaming.

startIndex() - Method in class dev.langchain4j.web.search.WebSearchRequest

Get the start index for search results.

startIndex(Integer) - Method in class dev.langchain4j.web.search.WebSearchRequest.Builder

Set the start index for search results.

startPage() - Method in class dev.langchain4j.web.search.WebSearchRequest

Get the start page number for search results.

startPage(Integer) - Method in class dev.langchain4j.web.search.WebSearchRequest.Builder

Set the start page number for search results.

statusCode() - Method in exception class dev.langchain4j.model.anthropic.internal.client.AnthropicHttpException

HTTP response status code.

stop() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest

stop(String...) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

stop(List<String>) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

stop(List<String>) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

stop(List<String>) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

stop(List<String>) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

stop(List<String>) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

STOP - Enum constant in enum class dev.langchain4j.model.output.FinishReason

The model call finished because the model decided the request was done.

stopReason - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageResponse

stopReason - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicDelta

stopReason - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicResponseMessage

stopSequence - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageResponse

stopSequence - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicDelta

stopSequence - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicResponseMessage

stopSequences - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageRequest

storageMode() - Method in interface dev.langchain4j.store.embedding.pgvector.MetadataStorageConfig

Metadata storage mode COMBINED_JSON: For dynamic metadata, when you don't know the list of metadata that will be used.

stream - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageRequest

stream() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest

stream() - Method in class dev.langchain4j.model.qianfan.client.completion.CompletionRequest

stream() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest

stream(Boolean) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

stream(Boolean) - Method in class dev.langchain4j.model.qianfan.client.completion.CompletionRequest.Builder

stream(Boolean) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

streamingChatCompletion(MistralAiChatCompletionRequest, StreamingResponseHandler<AiMessage>) - Method in class dev.langchain4j.model.mistralai.MistralAiClient

streamingChatLanguageModel(StreamingChatLanguageModel) - Method in class dev.langchain4j.service.AiServices

Configures streaming chat model that will be used under the hood of the AI Service.

StreamingChatLanguageModel - Interface in dev.langchain4j.model.chat

Represents a language model that has a chat interface and can stream a response one token at a time.

streamingChatModel - Variable in class dev.langchain4j.service.AiServiceContext

StreamingCompletionHandling - Interface in dev.langchain4j.model.qianfan.client

StreamingLanguageModel - Interface in dev.langchain4j.model.language

Represents a language model that has a simple text interface (as opposed to a chat interface) and can stream a response one token at a time.

StreamingRequestExecutor<Request,Response,ResponseContent> - Class in dev.langchain4j.model.qianfan.client

StreamingResponseHandler<T> - Interface in dev.langchain4j.model

Represents a handler for streaming responses from a language model.

StreamingResponseHandling - Interface in dev.langchain4j.model.qianfan.client

streamMessage(String, String, AnthropicCreateMessageRequest) - Method in interface dev.langchain4j.model.anthropic.internal.api.AnthropicApi

STRING - Enum constant in enum class dev.langchain4j.store.embedding.vearch.SpacePropertyType

keyword is equivalent to string

STRING - Static variable in class dev.langchain4j.agent.tool.JsonSchemaProperty

A property with key "type" and value "string".

STRING - Static variable in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

StringParam() - Constructor for class dev.langchain4j.store.embedding.vearch.SpacePropertyParam.StringParam

StringParam(Boolean, Boolean) - Constructor for class dev.langchain4j.store.embedding.vearch.SpacePropertyParam.StringParam

StructuredPrompt - Annotation Interface in dev.langchain4j.model.input.structured

Represents a structured prompt.

StructuredPrompt.Util - Class in dev.langchain4j.model.input.structured

Utility class for StructuredPrompt.

StructuredPromptFactory - Interface in dev.langchain4j.spi.prompt.structured

Represents a factory for structured prompts.

StructuredPromptProcessor - Class in dev.langchain4j.model.input.structured

Utility class for structured prompts.

style(ImageGenerationStyle) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the style of the image, using the ImageGenerationStyle enum.

style(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the style of the image.

subSplitter - Variable in class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

SyncOrAsync<ResponseContent> - Interface in dev.langchain4j.model.qianfan.client

SyncOrAsyncOrStreaming<ResponseContent> - Interface in dev.langchain4j.model.qianfan.client

SyncRequestExecutor<Response,ResponseContent> - Class in dev.langchain4j.model.qianfan.client

system - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageRequest

system() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest

system(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

SYSTEM - Enum constant in enum class dev.langchain4j.data.message.ChatMessageType

A message from the system, typically defined by a developer.

SYSTEM - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiRole

SYSTEM - Enum constant in enum class dev.langchain4j.model.qianfan.client.chat.Role

SYSTEM - Enum constant in enum class dev.langchain4j.model.zhipu.chat.Role

systemMessage(String) - Static method in class dev.langchain4j.data.message.SystemMessage

Creates a new system message.

systemMessage(String) - Static method in class dev.langchain4j.model.qianfan.client.chat.Message

SystemMessage - Class in dev.langchain4j.data.message

Represents a system message, typically defined by a developer.

SystemMessage - Class in dev.langchain4j.model.zhipu.chat

SystemMessage - Annotation Interface in dev.langchain4j.service

Specifies either a complete system message (prompt) or a system message template to be used each time an AI service is invoked.

SystemMessage(String) - Constructor for class dev.langchain4j.data.message.SystemMessage

Creates a new system message.

SystemMessage.Builder - Class in dev.langchain4j.model.zhipu.chat

systemMessageProvider - Variable in class dev.langchain4j.service.AiServiceContext

systemMessageProvider(Function<Object, String>) - Method in class dev.langchain4j.service.AiServices

Configures the system message provider, which provides a system message to be used each time an AI service is invoked.

T

table - Variable in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

table - Variable in class dev.langchain4j.store.embedding.pgvector.PgVectorEmbeddingStore

Embeddings table name

table - Variable in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.Builder

table(String) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

table(String) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.BuilderAstra

table(String) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.Builder

table(String) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.BuilderAstra

tableDefinition - Variable in class dev.langchain4j.store.embedding.filter.builder.sql.LanguageModelSqlFilterBuilder

TableDefinition - Class in dev.langchain4j.store.embedding.filter.builder.sql

TableDefinition(String, String, Collection<ColumnDefinition>) - Constructor for class dev.langchain4j.store.embedding.filter.builder.sql.TableDefinition

TableDefinition.Builder - Class in dev.langchain4j.store.embedding.filter.builder.sql

TAO_8K - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanEmbeddingModelNameEnum

taskType(VertexAiEmbeddingModel.TaskType) - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.Builder

temperature - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageRequest

temperature() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest

temperature() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest

temperature(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

temperature(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

temperature(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

temperature(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

temperature(Double) - Method in class dev.langchain4j.model.huggingface.client.Parameters.Builder

temperature(Double) - Method in class dev.langchain4j.model.huggingface.HuggingFaceChatModel.Builder

temperature(Double) - Method in class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel.Builder

temperature(Double) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

temperature(Double) - Method in class dev.langchain4j.model.qianfan.client.completion.CompletionRequest.Builder

temperature(Double) - Method in class dev.langchain4j.model.vertexai.VertexAiChatModel.Builder

temperature(Double) - Method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel.Builder

temperature(Double) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

template() - Method in class dev.langchain4j.model.input.PromptTemplate

TencentCosDocumentLoader - Class in dev.langchain4j.data.document.loader.tencent.cos

TencentCosDocumentLoader(COSClient) - Constructor for class dev.langchain4j.data.document.loader.tencent.cos.TencentCosDocumentLoader

TencentCosDocumentLoader.Builder - Class in dev.langchain4j.data.document.loader.tencent.cos

TencentCosSource - Class in dev.langchain4j.data.document.source.tencent.cos

TencentCosSource(InputStream, String, String) - Constructor for class dev.langchain4j.data.document.source.tencent.cos.TencentCosSource

tencentCredentials(TencentCredentials) - Method in class dev.langchain4j.data.document.loader.tencent.cos.TencentCosDocumentLoader.Builder

Set the Tencent credentials.

TencentCredentials - Class in dev.langchain4j.data.document.loader.tencent.cos

TencentCredentials(String, String) - Constructor for class dev.langchain4j.data.document.loader.tencent.cos.TencentCredentials

TencentCredentials(String, String, String) - Constructor for class dev.langchain4j.data.document.loader.tencent.cos.TencentCredentials

test(Object) - Method in class dev.langchain4j.store.embedding.filter.comparison.IsEqualTo

test(Object) - Method in class dev.langchain4j.store.embedding.filter.comparison.IsGreaterThan

test(Object) - Method in class dev.langchain4j.store.embedding.filter.comparison.IsGreaterThanOrEqualTo

test(Object) - Method in class dev.langchain4j.store.embedding.filter.comparison.IsIn

test(Object) - Method in class dev.langchain4j.store.embedding.filter.comparison.IsLessThan

test(Object) - Method in class dev.langchain4j.store.embedding.filter.comparison.IsLessThanOrEqualTo

test(Object) - Method in class dev.langchain4j.store.embedding.filter.comparison.IsNotEqualTo

test(Object) - Method in class dev.langchain4j.store.embedding.filter.comparison.IsNotIn

test(Object) - Method in interface dev.langchain4j.store.embedding.filter.Filter

Tests if a given object satisfies this Filter.

test(Object) - Method in class dev.langchain4j.store.embedding.filter.logical.And

test(Object) - Method in class dev.langchain4j.store.embedding.filter.logical.Not

test(Object) - Method in class dev.langchain4j.store.embedding.filter.logical.Or

text - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicContent

text - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicDelta

text - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicTextContent

text() - Method in class dev.langchain4j.data.document.Document

Returns the text of this document.

text() - Method in class dev.langchain4j.data.message.AiMessage

Get the text of the message.

text() - Method in interface dev.langchain4j.data.message.ChatMessage

Deprecated.

decode through ChatMessage.type() instead.

text() - Method in class dev.langchain4j.data.message.SystemMessage

Returns the message text.

text() - Method in class dev.langchain4j.data.message.TextContent

Returns the text.

text() - Method in class dev.langchain4j.data.message.ToolExecutionResultMessage

Returns the result of the tool execution.

text() - Method in class dev.langchain4j.data.message.UserMessage

Deprecated.

Use UserMessage.singleText() or UserMessage.contents() instead.

text() - Method in class dev.langchain4j.data.segment.TextSegment

Returns the text.

text() - Method in class dev.langchain4j.model.input.Prompt

The text of the prompt.

text() - Method in class dev.langchain4j.rag.query.Query

text() - Method in record class dev.langchain4j.store.embedding.infinispan.LangChainInfinispanItem

Returns the value of the text record component.

TEXT - Enum constant in enum class dev.langchain4j.data.message.ContentType

Text content.

TEXT - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiResponseFormatType

TEXT_DAVINCI_002 - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

TEXT_EMBEDDING - Enum constant in enum class dev.langchain4j.model.zhipu.embedding.EmbeddingModel

TEXT_EMBEDDING_3_LARGE - Enum constant in enum class dev.langchain4j.model.openai.OpenAiEmbeddingModelName

TEXT_EMBEDDING_3_LARGE - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

TEXT_EMBEDDING_3_SMALL - Enum constant in enum class dev.langchain4j.model.openai.OpenAiEmbeddingModelName

TEXT_EMBEDDING_3_SMALL - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

TEXT_EMBEDDING_ADA_002 - Enum constant in enum class dev.langchain4j.model.openai.OpenAiEmbeddingModelName

TEXT_EMBEDDING_ADA_002 - Static variable in class dev.langchain4j.model.azure.AzureOpenAiModelName

TEXT_EMBEDDING_ADA_002 - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

TEXT_EMBEDDING_V1 - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

TEXT_EMBEDDING_V2 - Static variable in class dev.langchain4j.model.dashscope.QwenModelName

TEXT_MODERATION_LATEST - Enum constant in enum class dev.langchain4j.model.openai.OpenAiModerationModelName

TEXT_MODERATION_LATEST - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

TEXT_MODERATION_STABLE - Enum constant in enum class dev.langchain4j.model.openai.OpenAiModerationModelName

TEXT_MODERATION_STABLE - Static variable in class dev.langchain4j.model.openai.OpenAiModelName

Deprecated.

TextClassifier<E> - Interface in dev.langchain4j.classification

Classifies given text according to specified enum.

TextContent - Class in dev.langchain4j.data.message

Represents a text content.

TextContent(String) - Constructor for class dev.langchain4j.data.message.TextContent

Creates a new text content.

TextDocumentParser - Class in dev.langchain4j.data.document.parser

TextDocumentParser() - Constructor for class dev.langchain4j.data.document.parser.TextDocumentParser

TextDocumentParser(Charset) - Constructor for class dev.langchain4j.data.document.parser.TextDocumentParser

TextGenerationRequest - Class in dev.langchain4j.model.huggingface.client

TextGenerationRequest.Builder - Class in dev.langchain4j.model.huggingface.client

TextGenerationResponse - Class in dev.langchain4j.model.huggingface.client

TextGenerationResponse(String) - Constructor for class dev.langchain4j.model.huggingface.client.TextGenerationResponse

TextRange() - Constructor for class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModelResponse.TextRange

textSegment() - Method in class dev.langchain4j.rag.content.Content

textSegment(String) - Static method in class dev.langchain4j.data.segment.TextSegment

Creates a new text segment.

textSegment(String, Metadata) - Static method in class dev.langchain4j.data.segment.TextSegment

Creates a new text segment.

TextSegment - Class in dev.langchain4j.data.segment

Represents a semantically meaningful segment (chunk/piece/fragment) of a larger entity such as a document or chat conversation.

TextSegment(String, Metadata) - Constructor for class dev.langchain4j.data.segment.TextSegment

Creates a new text segment.

textSegmentTransformer(TextSegmentTransformer) - Method in class dev.langchain4j.store.embedding.EmbeddingStoreIngestor.Builder

Sets the text segment transformer.

TextSegmentTransformer - Interface in dev.langchain4j.data.segment

Defines the interface for transforming a TextSegment.

thoughts() - Method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall

thoughts(String) - Method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall.Builder

ThreeDModel - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

TII_UAE_FALCON_7B_INSTRUCT - Static variable in class dev.langchain4j.model.huggingface.HuggingFaceModelName

TileTexture - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

timeout - Variable in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

timeout - Variable in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

timeout() - Method in interface dev.langchain4j.model.huggingface.spi.HuggingFaceClientFactory.Input

timeout(Duration) - Method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

timeout(Duration) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

timeout(Duration) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

timeout(Duration) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

timeout(Duration) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

timeout(Duration) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

timeout(Duration) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

timeout(Duration) - Method in class dev.langchain4j.model.huggingface.HuggingFaceChatModel.Builder

timeout(Duration) - Method in class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel.Builder

timeout(Duration) - Method in class dev.langchain4j.model.mistralai.MistralAiClient.Builder

timeout(Duration) - Method in class dev.langchain4j.store.embedding.chroma.ChromaEmbeddingStore.Builder

timeout(Duration) - Method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore.Builder

TitanEmbedTextV1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockTitanEmbeddingModel.Types

TitanTextExpressV1 - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockTitanChatModel.Types

TitanTg1Large - Enum constant in enum class dev.langchain4j.model.bedrock.BedrockTitanChatModel.Types

title() - Method in class dev.langchain4j.web.search.WebSearchOrganicResult

Returns the title of the web page.

titleMetadataKey(String) - Method in class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.Builder

toAiMessage() - Method in class dev.langchain4j.model.input.Prompt

Convert this prompt to an AiMessage.

toAiMessage(List<AnthropicContent>) - Static method in class dev.langchain4j.model.anthropic.internal.mapper.AnthropicMapper

toAnthropicMessages(List<ChatMessage>) - Static method in class dev.langchain4j.model.anthropic.internal.mapper.AnthropicMapper

toAnthropicSystemPrompt(List<ChatMessage>) - Static method in class dev.langchain4j.model.anthropic.internal.mapper.AnthropicMapper

toAnthropicTool(ToolSpecification) - Static method in class dev.langchain4j.model.anthropic.internal.mapper.AnthropicMapper

toAnthropicTools(List<ToolSpecification>) - Static method in class dev.langchain4j.model.anthropic.internal.mapper.AnthropicMapper

toContentRetriever() - Method in interface dev.langchain4j.retriever.Retriever

Deprecated.

toCredentials() - Method in class dev.langchain4j.data.document.loader.tencent.cos.TencentCredentials

toCredentialsProvider() - Method in class dev.langchain4j.data.document.loader.amazon.s3.AwsCredentials

toCredentialsProvider() - Method in class dev.langchain4j.data.document.loader.tencent.cos.TencentCredentials

toDocument() - Method in class dev.langchain4j.web.search.WebSearchOrganicResult

Converts this WebSearchOrganicResult to a Document.

toDocuments() - Method in class dev.langchain4j.web.search.WebSearchResults

Converts the organic search results to a list of documents.

toEmbedding() - Method in class dev.langchain4j.model.bedrock.BedrockTitanEmbeddingResponse

toEmbedding() - Method in interface dev.langchain4j.model.bedrock.internal.BedrockEmbeddingResponse

Get embedding

toFinishReason(String) - Static method in class dev.langchain4j.model.anthropic.internal.mapper.AnthropicMapper

toFunctions(Collection<ToolSpecification>) - Static method in class dev.langchain4j.model.openai.InternalOpenAiHelper

Deprecated.

Functions are deprecated by OpenAI, use InternalOpenAiHelper.toTools(Collection) instead

toFunctions(Collection<ToolSpecification>) - Static method in class dev.langchain4j.model.qianfan.InternalQianfanHelper

toInputStream(Object, Class<?>) - Method in interface dev.langchain4j.internal.Json.JsonCodec

Convert the given object to an InputStream.

toInputStream(Object, Class<?>) - Static method in class dev.langchain4j.internal.Json

Convert the given object to an InputStream.

toJson(InMemoryEmbeddingStore<?>) - Method in class dev.langchain4j.store.embedding.inmemory.GsonInMemoryEmbeddingStoreJsonCodec

toJson(InMemoryEmbeddingStore<?>) - Method in interface dev.langchain4j.store.embedding.inmemory.InMemoryEmbeddingStoreJsonCodec

toJson(Object) - Method in interface dev.langchain4j.internal.Json.JsonCodec

Convert the given object to JSON.

toJson(Object) - Static method in class dev.langchain4j.internal.Json

Convert the given object to JSON.

token(String) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.BuilderAstra

token(String) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

token(String) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.BuilderAstra

Token() - Constructor for class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModelResponse.Token

TokenCountEstimator - Interface in dev.langchain4j.model.chat

Represents an interface for estimating the count of tokens in various text types such as a text, message, prompt, text segment, etc.

TokenCountEstimator - Interface in dev.langchain4j.model.embedding

Represents an interface for estimating the count of tokens in various texts, text segments, etc.

TokenCountEstimator - Interface in dev.langchain4j.model.language

Represents an interface for estimating the count of tokens in various text types such as a text, prompt, text segment, etc.

tokenCredential(TokenCredential) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

Used to authenticate to Azure OpenAI with Azure Active Directory credentials.

tokenCredential(TokenCredential) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

Used to authenticate to Azure OpenAI with Azure Active Directory credentials.

tokenCredential(TokenCredential) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Used to authenticate to Azure OpenAI with Azure Active Directory credentials.

tokenCredential(TokenCredential) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

Used to authenticate to Azure OpenAI with Azure Active Directory credentials.

tokenCredential(TokenCredential) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

Used to authenticate to Azure OpenAI with Azure Active Directory credentials.

tokenCredential(TokenCredential) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

Used to authenticate to Azure OpenAI with Azure Active Directory credentials.

tokenCredential(TokenCredential) - Method in class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchContentRetriever.Builder

Used to authenticate to Azure OpenAI with Azure Active Directory credentials.

tokenCredential(TokenCredential) - Method in class dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore.Builder

Used to authenticate to Azure OpenAI with Azure Active Directory credentials.

tokenizer - Variable in class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

tokenizer(Tokenizer) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

tokenizer(Tokenizer) - Method in class dev.langchain4j.model.azure.AzureOpenAiEmbeddingModel.Builder

tokenizer(Tokenizer) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

tokenizer(Tokenizer) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

tokenizer(Tokenizer) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

Tokenizer - Interface in dev.langchain4j.model

Represents an interface for estimating the count of tokens in various text types such as a text, prompt, text segment, etc.

TokenLikelihood() - Constructor for class dev.langchain4j.model.bedrock.BedrockCohereChatModelResponse.TokenLikelihood

TokenStream - Interface in dev.langchain4j.service

Represents a token stream from language model to which you can subscribe and receive updates when a new token is available, when language model finishes streaming, or when an error occurs during streaming.

tokenUsage() - Method in class dev.langchain4j.model.output.Response

Get the token usage statistics.

TokenUsage - Class in dev.langchain4j.model.output

Represents the token usage of a response.

TokenUsage() - Constructor for class dev.langchain4j.model.output.TokenUsage

Creates a new TokenUsage instance with all fields set to null.

TokenUsage(Integer) - Constructor for class dev.langchain4j.model.output.TokenUsage

Creates a new TokenUsage instance with the given input token count.

TokenUsage(Integer, Integer) - Constructor for class dev.langchain4j.model.output.TokenUsage

Creates a new TokenUsage instance with the given input and output token counts.

TokenUsage(Integer, Integer, Integer) - Constructor for class dev.langchain4j.model.output.TokenUsage

Creates a new TokenUsage instance with the given input, output and total token counts.

tokenUsageFrom(Usage) - Static method in class dev.langchain4j.model.openai.InternalOpenAiHelper

tokenUsageFrom(MistralAiUsage) - Static method in class dev.langchain4j.model.mistralai.DefaultMistralAiHelper

TokenWindowChatMemory - Class in dev.langchain4j.memory.chat

This chat memory operates as a sliding window of TokenWindowChatMemory.maxTokens tokens.

TokenWindowChatMemory.Builder - Class in dev.langchain4j.memory.chat

toMap() - Method in class dev.langchain4j.data.document.Metadata

Get a copy of the metadata as a map of key-value pairs.

Tool - Class in dev.langchain4j.model.zhipu.chat

Tool - Annotation Interface in dev.langchain4j.agent.tool

Java methods annotated with @Tool are considered tools that language model can use.

Tool(Function) - Constructor for class dev.langchain4j.model.zhipu.chat.Tool

TOOL - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiRole

TOOL - Enum constant in enum class dev.langchain4j.model.zhipu.chat.Role

TOOL_EXECUTION - Enum constant in enum class dev.langchain4j.model.output.FinishReason

The call finished signalling a need for tool execution.

TOOL_EXECUTION_RESULT - Enum constant in enum class dev.langchain4j.data.message.ChatMessageType

A message from a tool.

ToolCall - Class in dev.langchain4j.model.zhipu.chat

ToolCall.Builder - Class in dev.langchain4j.model.zhipu.chat

toolCallId(String) - Method in class dev.langchain4j.model.zhipu.chat.ToolMessage.Builder

toolCalls(ToolCall...) - Method in class dev.langchain4j.model.zhipu.chat.AssistantMessage.Builder

toolCalls(List<ToolCall>) - Method in class dev.langchain4j.model.zhipu.chat.AssistantMessage.Builder

toolCalls(List<ToolCall>) - Method in class dev.langchain4j.model.zhipu.chat.Delta.Builder

toolChoice() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest

toolChoice(ToolChoiceMode) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

toolChoice(Object) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

toolChoice(String) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

ToolChoice - Class in dev.langchain4j.model.zhipu.chat

ToolChoice(String) - Constructor for class dev.langchain4j.model.zhipu.chat.ToolChoice

ToolChoiceMode - Enum Class in dev.langchain4j.model.zhipu.chat

ToolExecutionRequest - Class in dev.langchain4j.agent.tool

Represents a request to execute a tool.

ToolExecutionRequest.Builder - Class in dev.langchain4j.agent.tool

ToolExecutionRequest builder static inner class.

toolExecutionRequests() - Method in class dev.langchain4j.data.message.AiMessage

Get the tool execution requests of the message.

ToolExecutionRequestUtil - Class in dev.langchain4j.agent.tool

Utility class for ToolExecutionRequest.

toolExecutionResultMessage(ToolExecutionRequest, String) - Static method in class dev.langchain4j.data.message.ToolExecutionResultMessage

Creates a ToolExecutionResultMessage from a ToolExecutionRequest and the result of the tool execution.

toolExecutionResultMessage(String, String, String) - Static method in class dev.langchain4j.data.message.ToolExecutionResultMessage

Creates a ToolExecutionResultMessage from a ToolExecutionRequest and the result of the tool execution.

ToolExecutionResultMessage - Class in dev.langchain4j.data.message

Represents the result of a tool execution in response to a ToolExecutionRequest.

ToolExecutionResultMessage(String, String, String) - Constructor for class dev.langchain4j.data.message.ToolExecutionResultMessage

Creates a ToolExecutionResultMessage.

ToolExecutor - Interface in dev.langchain4j.agent.tool

toolExecutors - Variable in class dev.langchain4j.service.AiServiceContext

ToolMemoryId - Annotation Interface in dev.langchain4j.agent.tool

If a Tool method parameter is annotated with this annotation, memory id (parameter annotated with @MemoryId in AI Service) will be injected automatically.

ToolMessage - Class in dev.langchain4j.model.zhipu.chat

ToolMessage.Builder - Class in dev.langchain4j.model.zhipu.chat

toolName() - Method in class dev.langchain4j.data.message.ToolExecutionResultMessage

Returns the name of the tool.

ToolParameters - Class in dev.langchain4j.agent.tool

Represents the parameters of a tool.

ToolParameters.Builder - Class in dev.langchain4j.agent.tool

ToolParameters builder static inner class.

tools - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageRequest

tools() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest

tools(Tool...) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

tools(Object...) - Method in class dev.langchain4j.service.AiServices

Configures the tools that the LLM can use.

tools(List<Tool>) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

tools(List<Object>) - Method in class dev.langchain4j.service.AiServices

Configures the tools that the LLM can use.

ToolSpecification - Class in dev.langchain4j.agent.tool

Describes a Tool.

ToolSpecification.Builder - Class in dev.langchain4j.agent.tool

ToolSpecification builder static inner class.

toolSpecificationFrom(Method) - Static method in class dev.langchain4j.agent.tool.ToolSpecifications

Returns the ToolSpecification for the given method annotated with @Tool.

toolSpecifications - Variable in class dev.langchain4j.service.AiServiceContext

ToolSpecifications - Class in dev.langchain4j.agent.tool

Utility methods for ToolSpecifications.

toolSpecificationsFrom(Class<?>) - Static method in class dev.langchain4j.agent.tool.ToolSpecifications

Returns ToolSpecifications for all methods annotated with @Tool within the specified class.

toolSpecificationsFrom(Object) - Static method in class dev.langchain4j.agent.tool.ToolSpecifications

Returns ToolSpecifications for all methods annotated with @Tool within the class of the specified object.

ToolType - Enum Class in dev.langchain4j.model.zhipu.chat

toolUseId - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicToolResultContent

toOpenAiMessage(ChatMessage) - Static method in class dev.langchain4j.model.openai.InternalOpenAiHelper

toOpenAiMessages(List<ChatMessage>) - Static method in class dev.langchain4j.model.openai.InternalOpenAiHelper

toOpenAiMessages(List<ChatMessage>) - Static method in class dev.langchain4j.model.qianfan.InternalQianfanHelper

topK - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageRequest

topK(Integer) - Method in class dev.langchain4j.model.huggingface.client.Parameters.Builder

topK(Integer) - Method in class dev.langchain4j.model.qianfan.client.completion.CompletionRequest.Builder

topK(Integer) - Method in class dev.langchain4j.model.vertexai.VertexAiChatModel.Builder

topK(Integer) - Method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel.Builder

topP - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageRequest

topP() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest

topP() - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest

topP(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

topP(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

topP(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

topP(Double) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

topP(Double) - Method in class dev.langchain4j.model.huggingface.client.Parameters.Builder

topP(Double) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

topP(Double) - Method in class dev.langchain4j.model.qianfan.client.completion.CompletionRequest.Builder

topP(Double) - Method in class dev.langchain4j.model.vertexai.VertexAiChatModel.Builder

topP(Double) - Method in class dev.langchain4j.model.vertexai.VertexAiLanguageModel.Builder

topP(Double) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionRequest.Builder

toPrompt(Object) - Method in class dev.langchain4j.model.input.structured.DefaultStructuredPromptFactory

toPrompt(Object) - Static method in class dev.langchain4j.model.input.structured.StructuredPromptProcessor

Converts the given structured prompt to a prompt.

toPrompt(Object) - Method in interface dev.langchain4j.spi.prompt.structured.StructuredPromptFactory

Converts the given structured prompt to a prompt.

toQianfanMessage(ChatMessage) - Static method in class dev.langchain4j.model.qianfan.InternalQianfanHelper

toString() - Method in class dev.langchain4j.agent.tool.JsonSchemaProperty

toString() - Method in class dev.langchain4j.agent.tool.ToolExecutionRequest

toString() - Method in class dev.langchain4j.agent.tool.ToolParameters

toString() - Method in class dev.langchain4j.agent.tool.ToolSpecification

toString() - Method in class dev.langchain4j.data.document.Document

toString() - Method in class dev.langchain4j.data.document.Metadata

toString() - Method in class dev.langchain4j.data.embedding.Embedding

toString() - Method in class dev.langchain4j.data.image.Image

toString() - Method in class dev.langchain4j.data.message.AiMessage

toString() - Method in class dev.langchain4j.data.message.ImageContent

toString() - Method in class dev.langchain4j.data.message.SystemMessage

toString() - Method in class dev.langchain4j.data.message.TextContent

toString() - Method in class dev.langchain4j.data.message.ToolExecutionResultMessage

toString() - Method in class dev.langchain4j.data.message.UserMessage

toString() - Method in class dev.langchain4j.data.segment.TextSegment

toString() - Method in enum class dev.langchain4j.model.anthropic.AnthropicChatModelName

toString() - Method in class dev.langchain4j.model.huggingface.client.Options

toString() - Method in class dev.langchain4j.model.huggingface.client.Parameters

toString() - Method in class dev.langchain4j.model.huggingface.client.TextGenerationRequest

toString() - Method in class dev.langchain4j.model.input.Prompt

toString() - Method in enum class dev.langchain4j.model.mistralai.MistralAiChatModelName

toString() - Method in enum class dev.langchain4j.model.mistralai.MistralAiEmbeddingModelName

Returns the string representation of the embedding model.

toString() - Method in enum class dev.langchain4j.model.mistralai.MistralAiResponseFormatType

Returns the string representation in lowercase of the response format type.

toString() - Method in class dev.langchain4j.model.moderation.Moderation

toString() - Method in enum class dev.langchain4j.model.openai.OpenAiChatModelName

toString() - Method in enum class dev.langchain4j.model.openai.OpenAiEmbeddingModelName

toString() - Method in enum class dev.langchain4j.model.openai.OpenAiImageModelName

toString() - Method in enum class dev.langchain4j.model.openai.OpenAiLanguageModelName

toString() - Method in enum class dev.langchain4j.model.openai.OpenAiModerationModelName

toString() - Method in class dev.langchain4j.model.output.Response

toString() - Method in class dev.langchain4j.model.output.TokenUsage

toString() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest

toString() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse

toString() - Method in class dev.langchain4j.model.qianfan.client.chat.Examples

toString() - Method in class dev.langchain4j.model.qianfan.client.chat.Function

toString() - Method in class dev.langchain4j.model.qianfan.client.chat.FunctionCall

toString() - Method in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

toString() - Method in class dev.langchain4j.model.qianfan.client.chat.Message

toString() - Method in class dev.langchain4j.model.qianfan.client.chat.Parameters

toString() - Method in class dev.langchain4j.model.qianfan.client.chat.Responses

toString() - Method in enum class dev.langchain4j.model.qianfan.client.chat.Role

toString() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingData

toString() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingRequest

toString() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse

toString() - Method in class dev.langchain4j.model.qianfan.client.Usage

toString() - Method in enum class dev.langchain4j.model.zhipu.chat.ChatCompletionModel

toString() - Method in enum class dev.langchain4j.model.zhipu.embedding.EmbeddingModel

toString() - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingRequest

toString() - Method in class dev.langchain4j.rag.content.Content

toString() - Method in class dev.langchain4j.rag.query.Metadata

toString() - Method in class dev.langchain4j.rag.query.Query

toString() - Method in class dev.langchain4j.store.embedding.EmbeddingMatch

toString() - Method in record class dev.langchain4j.store.embedding.infinispan.InfinispanStoreConfiguration

Returns a string representation of this record class.

toString() - Method in record class dev.langchain4j.store.embedding.infinispan.LangChainInfinispanItem

Returns a string representation of this record class.

toString() - Method in record class dev.langchain4j.store.embedding.infinispan.LangChainMetadata

Returns a string representation of this record class.

toString() - Method in class dev.langchain4j.web.search.WebSearchInformationResult

toString() - Method in class dev.langchain4j.web.search.WebSearchOrganicResult

toString() - Method in class dev.langchain4j.web.search.WebSearchRequest

toString() - Method in class dev.langchain4j.web.search.WebSearchResults

toSystemMessage() - Method in class dev.langchain4j.model.input.Prompt

Convert this prompt to a SystemMessage.

totalResults() - Method in class dev.langchain4j.web.search.WebSearchInformationResult

Gets the total number of results.

totalTokenCount() - Method in class dev.langchain4j.model.output.TokenUsage

Returns the total token count, or null if unknown.

totalTokens() - Method in class dev.langchain4j.model.qianfan.client.Usage

totalTokens(Integer) - Method in class dev.langchain4j.model.qianfan.client.Usage.Builder

totalTokens(Integer) - Method in class dev.langchain4j.model.zhipu.shared.Usage.Builder

toTextSegment() - Method in class dev.langchain4j.data.document.Document

Builds a TextSegment from this document.

toTextSegment() - Method in class dev.langchain4j.web.search.WebSearchOrganicResult

Converts this WebSearchOrganicResult to a TextSegment.

toTextSegments() - Method in class dev.langchain4j.web.search.WebSearchResults

Converts the organic search results to a list of text segments.

toTokenUsage(AnthropicUsage) - Static method in class dev.langchain4j.model.anthropic.internal.mapper.AnthropicMapper

toToolExecutionRequest(MistralAiToolCall) - Static method in class dev.langchain4j.model.mistralai.DefaultMistralAiHelper

toToolExecutionRequests(List<MistralAiToolCall>) - Static method in class dev.langchain4j.model.mistralai.DefaultMistralAiHelper

toTools(Collection<ToolSpecification>) - Static method in class dev.langchain4j.model.openai.InternalOpenAiHelper

toUserMessage() - Method in class dev.langchain4j.model.input.Prompt

Convert this prompt to a UserMessage.

transform(Document) - Method in interface dev.langchain4j.data.document.DocumentTransformer

Transforms a provided document.

transform(Document) - Method in class dev.langchain4j.data.document.transformer.HtmlTextExtractor

transform(TextSegment) - Method in interface dev.langchain4j.data.segment.TextSegmentTransformer

Transforms a provided segment.

transform(Query) - Method in class dev.langchain4j.rag.query.transformer.CompressingQueryTransformer

transform(Query) - Method in class dev.langchain4j.rag.query.transformer.DefaultQueryTransformer

transform(Query) - Method in class dev.langchain4j.rag.query.transformer.ExpandingQueryTransformer

transform(Query) - Method in interface dev.langchain4j.rag.query.transformer.QueryTransformer

Transforms the given Query into one or multiple Querys.

transformAll(List<Document>) - Method in interface dev.langchain4j.data.document.DocumentTransformer

Transforms all the provided documents.

transformAll(List<TextSegment>) - Method in interface dev.langchain4j.data.segment.TextSegmentTransformer

Transforms all the provided segments.

type - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicContent

type - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageResponse

type - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicDelta

type - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicImageContentSource

type - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicMessageContent

type - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicResponseMessage

type - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicStreamingData

type - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicToolSchema

type - Variable in class dev.langchain4j.store.embedding.vearch.SpacePropertyParam

type() - Method in class dev.langchain4j.agent.tool.ToolParameters

Returns the type of the tool.

type() - Method in class dev.langchain4j.data.message.AiMessage

type() - Method in interface dev.langchain4j.data.message.ChatMessage

The type of the message.

type() - Method in interface dev.langchain4j.data.message.Content

Returns the type of content.

type() - Method in class dev.langchain4j.data.message.ImageContent

type() - Method in class dev.langchain4j.data.message.SystemMessage

type() - Method in class dev.langchain4j.data.message.TextContent

type() - Method in class dev.langchain4j.data.message.ToolExecutionResultMessage

type() - Method in class dev.langchain4j.data.message.UserMessage

type() - Method in class dev.langchain4j.model.qianfan.client.chat.Parameters

type() - Method in class dev.langchain4j.model.qianfan.client.chat.Responses

type() - Method in class dev.langchain4j.model.zhipu.chat.Parameters

type() - Method in class dev.langchain4j.store.embedding.filter.builder.sql.ColumnDefinition

type(ToolType) - Method in class dev.langchain4j.model.zhipu.chat.ToolCall.Builder

type(String) - Static method in class dev.langchain4j.agent.tool.JsonSchemaProperty

Construct a property with key "type" and value.

type(String) - Method in class dev.langchain4j.agent.tool.ToolParameters.Builder

Sets the type.

type(String) - Static method in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

type(String) - Method in class dev.langchain4j.model.qianfan.client.chat.Parameters.Builder

type(String) - Method in class dev.langchain4j.model.qianfan.client.chat.Responses.Builder

TYPE_DOCUMENT - Static variable in class dev.langchain4j.model.dashscope.QwenEmbeddingModel

TYPE_KEY - Static variable in class dev.langchain4j.model.dashscope.QwenEmbeddingModel

TYPE_QUERY - Static variable in class dev.langchain4j.model.dashscope.QwenEmbeddingModel

U

updateMessages(Object, List<ChatMessage>) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore

Updates messages for a specified chat memory.

updateMessages(Object, List<ChatMessage>) - Method in interface dev.langchain4j.store.memory.chat.ChatMemoryStore

Updates messages for a specified chat memory.

updateMessages(Object, List<ChatMessage>) - Method in class dev.langchain4j.store.memory.chat.InMemoryChatMemoryStore

uri(String) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

url() - Method in class dev.langchain4j.data.image.Image

Get the url of the image.

url() - Method in class dev.langchain4j.web.search.WebSearchOrganicResult

Returns the URL associated with the web page.

url(String) - Method in class dev.langchain4j.data.image.Image.Builder

Set the url of the image.

url(URI) - Method in class dev.langchain4j.data.image.Image.Builder

Set the url of the image.

URL - Static variable in class dev.langchain4j.data.document.Document

Common metadata key for the URL from which the document was loaded.

UrlDocumentLoader - Class in dev.langchain4j.data.document.loader

UrlDocumentLoader() - Constructor for class dev.langchain4j.data.document.loader.UrlDocumentLoader

UrlSource - Class in dev.langchain4j.data.document.source

UrlSource(URL) - Constructor for class dev.langchain4j.data.document.source.UrlSource

usage - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicCreateMessageResponse

usage - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicResponseMessage

usage - Variable in class dev.langchain4j.model.anthropic.internal.api.AnthropicStreamingData

usage() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse

usage(Usage) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionResponse.Builder

usage(Usage) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingResponse.Builder

usage(Usage) - Method in class dev.langchain4j.model.zhipu.chat.ChatCompletionResponse.Builder

usage(Usage) - Method in class dev.langchain4j.model.zhipu.embedding.EmbeddingResponse.Builder

Usage - Class in dev.langchain4j.model.qianfan.client

Usage - Class in dev.langchain4j.model.zhipu.shared

Usage.Builder - Class in dev.langchain4j.model.qianfan.client

Usage.Builder - Class in dev.langchain4j.model.zhipu.shared

useAsyncClient(boolean) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

Deprecated.

If you want to continue using sync client, use AzureOpenAiChatModel instead.

useCache(Boolean) - Method in class dev.langchain4j.model.huggingface.client.Options.Builder

user() - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingRequest

user(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiChatModel.Builder

user(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiImageModel.Builder

Sets the user of the image.

user(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiLanguageModel.Builder

user(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingChatModel.Builder

user(String) - Method in class dev.langchain4j.model.azure.AzureOpenAiStreamingLanguageModel.Builder

user(String) - Method in class dev.langchain4j.model.qianfan.client.completion.CompletionRequest.Builder

user(String) - Method in class dev.langchain4j.model.qianfan.client.embedding.EmbeddingRequest.Builder

user(String) - Method in class dev.langchain4j.store.embedding.redis.RedisEmbeddingStore.Builder

USER - Enum constant in enum class dev.langchain4j.data.message.ChatMessageType

A message from the user.

USER - Enum constant in enum class dev.langchain4j.model.anthropic.internal.api.AnthropicRole

USER - Enum constant in enum class dev.langchain4j.model.mistralai.MistralAiRole

USER - Enum constant in enum class dev.langchain4j.model.qianfan.client.chat.Role

USER - Enum constant in enum class dev.langchain4j.model.zhipu.chat.Role

userId() - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest

userId(String) - Method in class dev.langchain4j.model.qianfan.client.chat.ChatCompletionRequest.Builder

userMessage() - Method in class dev.langchain4j.rag.query.Metadata

userMessage(Content...) - Static method in class dev.langchain4j.data.message.UserMessage

Create a UserMessage from contents.

userMessage(String) - Static method in class dev.langchain4j.data.message.UserMessage

Create a UserMessage from a text.

userMessage(String) - Static method in class dev.langchain4j.model.qianfan.client.chat.Message

userMessage(String, Content...) - Static method in class dev.langchain4j.data.message.UserMessage

Create a UserMessage from a name and contents.

userMessage(String, String) - Static method in class dev.langchain4j.data.message.UserMessage

Create a UserMessage from a name and a text.

userMessage(String, List<Content>) - Static method in class dev.langchain4j.data.message.UserMessage

Create a UserMessage from a name and contents.

userMessage(List<Content>) - Static method in class dev.langchain4j.data.message.UserMessage

Create a UserMessage from contents.

UserMessage - Class in dev.langchain4j.data.message

Represents a message from a user, typically an end user of the application.

UserMessage - Class in dev.langchain4j.model.zhipu.chat

UserMessage - Annotation Interface in dev.langchain4j.service

Specifies either a complete user message or a user message template to be used each time an AI service is invoked.

UserMessage(Content...) - Constructor for class dev.langchain4j.data.message.UserMessage

Creates a UserMessage from one or multiple Contents.

UserMessage(String) - Constructor for class dev.langchain4j.data.message.UserMessage

Creates a UserMessage from a text.

UserMessage(String, Content...) - Constructor for class dev.langchain4j.data.message.UserMessage

Creates a UserMessage from a name and one or multiple Contents.

UserMessage(String, String) - Constructor for class dev.langchain4j.data.message.UserMessage

Creates a UserMessage from a name and a text.

UserMessage(String, List<Content>) - Constructor for class dev.langchain4j.data.message.UserMessage

Creates a UserMessage from a name and a list of Contents.

UserMessage(List<Content>) - Constructor for class dev.langchain4j.data.message.UserMessage

Creates a UserMessage from a list of Contents.

UserMessage.Builder - Class in dev.langchain4j.model.zhipu.chat

username(String) - Method in class dev.langchain4j.store.embedding.milvus.MilvusEmbeddingStore.Builder

userName(String) - Method in class dev.langchain4j.store.embedding.cassandra.CassandraEmbeddingStore.Builder

userName(String) - Method in class dev.langchain4j.store.embedding.elasticsearch.ElasticsearchEmbeddingStore.Builder

userName(String) - Method in class dev.langchain4j.store.embedding.opensearch.OpenSearchEmbeddingStore.Builder

userName(String) - Method in class dev.langchain4j.store.memory.chat.cassandra.CassandraChatMemoryStore.Builder

UserName - Annotation Interface in dev.langchain4j.service

The value of a method parameter annotated with @UserName will be injected into the field 'name' of a UserMessage.

useTls(boolean) - Method in class dev.langchain4j.store.embedding.qdrant.QdrantEmbeddingStore.Builder

Utils - Class in dev.langchain4j.internal

Utility methods.

Utils - Class in dev.langchain4j.model.qianfan.client

V

V - Annotation Interface in dev.langchain4j.service

When a parameter of a method in an AI Service is annotated with @V, it becomes a prompt template variable.

validateStructuredPrompt(Object) - Static method in class dev.langchain4j.model.input.structured.StructuredPrompt.Util

Validates that the given object is annotated with StructuredPrompt.

ValidationUtils - Class in dev.langchain4j.internal

Utility class for validating method arguments.

value() - Method in class dev.langchain4j.agent.tool.JsonSchemaProperty

Get the value.

value() - Element in annotation interface dev.langchain4j.agent.tool.P

Description of a parameter

value() - Element in annotation interface dev.langchain4j.agent.tool.Tool

Description of the tool.

value() - Element in annotation interface dev.langchain4j.model.input.structured.StructuredPrompt

Prompt template can be defined in one line or multiple lines.

value() - Element in annotation interface dev.langchain4j.model.output.structured.Description

The description can be defined in one line or multiple lines.

value() - Method in class dev.langchain4j.model.qianfan.client.chat.JsonSchemaProperty

value() - Element in annotation interface dev.langchain4j.service.SystemMessage

Prompt template can be defined in one line or multiple lines.

value() - Element in annotation interface dev.langchain4j.service.UserMessage

Prompt template can be defined in one line or multiple lines.

value() - Element in annotation interface dev.langchain4j.service.V

Name of a variable (placeholder) in a prompt template.

value() - Method in record class dev.langchain4j.store.embedding.infinispan.LangChainMetadata

Returns the value of the value record component.

valueOf(String) - Static method in enum class dev.langchain4j.data.message.ChatMessageType

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.data.message.ContentType

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.data.message.ImageContent.DetailLevel

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.anthropic.AnthropicChatModelName

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.anthropic.internal.api.AnthropicRole

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModel.Types

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModel.Types

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModel.Types

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.bedrock.BedrockCohereChatModel.ReturnLikelihood

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.bedrock.BedrockCohereChatModel.Types

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.bedrock.BedrockLlamaChatModel.Types

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.bedrock.BedrockMistralAiChatModel.Types

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.Types

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.bedrock.BedrockTitanChatModel.Types

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.bedrock.BedrockTitanEmbeddingModel.Types

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.mistralai.MistralAiChatModelName

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.mistralai.MistralAiEmbeddingModelName

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.mistralai.MistralAiResponseFormatType

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.mistralai.MistralAiRole

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.mistralai.MistralAiToolChoiceName

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.mistralai.MistralAiToolType

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.openai.OpenAiChatModelName

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.openai.OpenAiEmbeddingModelName

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.openai.OpenAiImageModelName

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.openai.OpenAiLanguageModelName

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.openai.OpenAiModerationModelName

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.output.FinishReason

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.qianfan.client.chat.Role

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.qianfan.QianfanEmbeddingModelNameEnum

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.qianfan.QianfanLanguageModelNameEnum

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.TaskType

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.vertexai.VertexAiImageModel.ImageStyle

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.zhipu.chat.ChatCompletionModel

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.zhipu.chat.Role

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.zhipu.chat.ToolChoiceMode

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.zhipu.chat.ToolType

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.model.zhipu.embedding.EmbeddingModel

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchQueryType

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.rag.query.router.LanguageModelQueryRouter.FallbackStrategy

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.SimilarityMetric

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.VectorIndexType

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.store.embedding.pgvector.MetadataStorageMode

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.store.embedding.vearch.MetricType

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.store.embedding.vearch.RetrievalType

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.store.embedding.vearch.SpacePropertyType

Returns the enum constant of this class with the specified name.

valueOf(String) - Static method in enum class dev.langchain4j.store.embedding.vearch.SpaceStoreType

Returns the enum constant of this class with the specified name.

values() - Static method in enum class dev.langchain4j.data.message.ChatMessageType

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.data.message.ContentType

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.data.message.ImageContent.DetailLevel

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.anthropic.AnthropicChatModelName

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.anthropic.internal.api.AnthropicRole

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.bedrock.BedrockAI21LabsChatModel.Types

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.bedrock.BedrockAnthropicCompletionChatModel.Types

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.bedrock.BedrockAnthropicMessageChatModel.Types

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.bedrock.BedrockCohereChatModel.ReturnLikelihood

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.bedrock.BedrockCohereChatModel.Types

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.bedrock.BedrockLlamaChatModel.Types

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.bedrock.BedrockMistralAiChatModel.Types

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.StylePreset

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.bedrock.BedrockStabilityAIChatModel.Types

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.bedrock.BedrockTitanChatModel.Types

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.bedrock.BedrockTitanEmbeddingModel.Types

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.mistralai.MistralAiChatModelName

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.mistralai.MistralAiEmbeddingModelName

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.mistralai.MistralAiResponseFormatType

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.mistralai.MistralAiRole

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.mistralai.MistralAiToolChoiceName

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.mistralai.MistralAiToolType

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.openai.OpenAiChatModelName

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.openai.OpenAiEmbeddingModelName

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.openai.OpenAiImageModelName

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.openai.OpenAiLanguageModelName

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.openai.OpenAiModerationModelName

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.output.FinishReason

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.qianfan.client.chat.Role

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.qianfan.QianfanEmbeddingModelNameEnum

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.qianfan.QianfanLanguageModelNameEnum

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel.TaskType

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.vertexai.VertexAiImageModel.ImageStyle

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.zhipu.chat.ChatCompletionModel

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.zhipu.chat.Role

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.zhipu.chat.ToolChoiceMode

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.zhipu.chat.ToolType

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.model.zhipu.embedding.EmbeddingModel

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchQueryType

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.rag.query.router.LanguageModelQueryRouter.FallbackStrategy

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.SimilarityMetric

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.VectorIndexType

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.store.embedding.pgvector.MetadataStorageMode

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.store.embedding.vearch.MetricType

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.store.embedding.vearch.RetrievalType

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.store.embedding.vearch.SpacePropertyType

Returns an array containing the constants of this enum class, in the order they are declared.

values() - Static method in enum class dev.langchain4j.store.embedding.vearch.SpaceStoreType

Returns an array containing the constants of this enum class, in the order they are declared.

VearchApi - Interface in dev.langchain4j.store.embedding.vearch

vearchConfig(VearchConfig) - Method in class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore.Builder

VearchConfig - Class in dev.langchain4j.store.embedding.vearch

VearchConfig() - Constructor for class dev.langchain4j.store.embedding.vearch.VearchConfig

VearchEmbeddingStore - Class in dev.langchain4j.store.embedding.vearch

VearchEmbeddingStore(String, Duration, VearchConfig, Boolean) - Constructor for class dev.langchain4j.store.embedding.vearch.VearchEmbeddingStore

VearchEmbeddingStore.Builder - Class in dev.langchain4j.store.embedding.vearch

vector() - Method in class dev.langchain4j.data.embedding.Embedding

Returns the vector.

VECTOR - Enum constant in enum class dev.langchain4j.rag.content.retriever.azure.search.AzureAiSearchQueryType

Uses the vector search algorithm to find the most similar TextSegments.

VECTOR - Enum constant in enum class dev.langchain4j.store.embedding.vearch.SpacePropertyType

VECTOR_ALGORITHM_NAME - Static variable in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

VECTOR_HNSW - Enum constant in enum class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.VectorIndexType

VECTOR_IVF - Enum constant in enum class dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore.AzureCosmosDbMongoVCoreEmbeddingStore.VectorIndexType

VECTOR_SEARCH_PROFILE_NAME - Static variable in class dev.langchain4j.store.embedding.azure.search.AbstractAzureAiSearchEmbeddingStore

vectorAsList() - Method in class dev.langchain4j.data.embedding.Embedding

Returns a copy of the vector as a list.

VectorParam() - Constructor for class dev.langchain4j.store.embedding.vearch.SpacePropertyParam.VectorParam

VectorParam(Boolean, Integer, SpaceStoreType, SpaceStoreParam, String, String) - Constructor for class dev.langchain4j.store.embedding.vearch.SpacePropertyParam.VectorParam

verifyModerationIfNeeded(Future<Moderation>) - Static method in class dev.langchain4j.service.AiServices

version - Variable in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

version(String) - Method in class dev.langchain4j.model.anthropic.internal.client.AnthropicClient.Builder

VertexAiChatModel - Class in dev.langchain4j.model.vertexai

Represents a Google Vertex AI language model with a chat completion interface, such as chat-bison.

VertexAiChatModel(String, String, String, String, String, Double, Integer, Integer, Double, Integer) - Constructor for class dev.langchain4j.model.vertexai.VertexAiChatModel

VertexAiChatModel.Builder - Class in dev.langchain4j.model.vertexai

VertexAiChatModelBuilderFactory - Interface in dev.langchain4j.model.vertexai.spi

A factory for building VertexAiChatModel.Builder instances.

VertexAiEmbeddingModel - Class in dev.langchain4j.model.vertexai

Represents a Google Vertex AI embedding model, such as textembedding-gecko.

VertexAiEmbeddingModel(String, String, String, String, String, Integer, Integer, Integer, VertexAiEmbeddingModel.TaskType, String) - Constructor for class dev.langchain4j.model.vertexai.VertexAiEmbeddingModel

VertexAiEmbeddingModel.Builder - Class in dev.langchain4j.model.vertexai

VertexAiEmbeddingModel.TaskType - Enum Class in dev.langchain4j.model.vertexai

VertexAiEmbeddingModelBuilderFactory - Interface in dev.langchain4j.model.vertexai.spi

A factory for building VertexAiChatModel.Builder instances.

VertexAiGeminiChatModel - Class in dev.langchain4j.model.vertexai

Represents a Google Vertex AI Gemini language model with a chat completion interface, such as gemini-pro.

VertexAiGeminiChatModel(GenerativeModel, GenerationConfig) - Constructor for class dev.langchain4j.model.vertexai.VertexAiGeminiChatModel

VertexAiGeminiChatModel(GenerativeModel, GenerationConfig, Integer) - Constructor for class dev.langchain4j.model.vertexai.VertexAiGeminiChatModel

VertexAiGeminiChatModel(String, String, String, Float, Integer, Integer, Float, Integer) - Constructor for class dev.langchain4j.model.vertexai.VertexAiGeminiChatModel

VertexAiGeminiChatModel.VertexAiGeminiChatModelBuilder - Class in dev.langchain4j.model.vertexai

VertexAiGeminiChatModelBuilder() - Constructor for class dev.langchain4j.model.vertexai.VertexAiGeminiChatModel.VertexAiGeminiChatModelBuilder

VertexAiGeminiChatModelBuilderFactory - Interface in dev.langchain4j.model.vertexai.spi

A factory for building VertexAiGeminiChatModel.VertexAiGeminiChatModelBuilder instances.

VertexAiGeminiStreamingChatModel - Class in dev.langchain4j.model.vertexai

Represents a Google Vertex AI Gemini language model with a stream chat completion interface, such as gemini-pro.

VertexAiGeminiStreamingChatModel(GenerativeModel, GenerationConfig) - Constructor for class dev.langchain4j.model.vertexai.VertexAiGeminiStreamingChatModel

VertexAiGeminiStreamingChatModel(String, String, String, Float, Integer, Integer, Float) - Constructor for class dev.langchain4j.model.vertexai.VertexAiGeminiStreamingChatModel

VertexAiGeminiStreamingChatModel.VertexAiGeminiStreamingChatModelBuilder - Class in dev.langchain4j.model.vertexai

VertexAiGeminiStreamingChatModelBuilder() - Constructor for class dev.langchain4j.model.vertexai.VertexAiGeminiStreamingChatModel.VertexAiGeminiStreamingChatModelBuilder

VertexAiGeminiStreamingChatModelBuilderFactory - Interface in dev.langchain4j.model.vertexai.spi

A factory for building VertexAiGeminiStreamingChatModel.VertexAiGeminiStreamingChatModelBuilder instances.

VertexAiImageModel - Class in dev.langchain4j.model.vertexai

Image model for the Google Cloud Vertex AI Imagen image generation models.

VertexAiImageModel(String, String, String, String, String, Long, String, Integer, String, VertexAiImageModel.ImageStyle, Integer, Integer, Boolean, Path) - Constructor for class dev.langchain4j.model.vertexai.VertexAiImageModel

Constructor of the Imagen image generation model.

VertexAiImageModel.Builder - Class in dev.langchain4j.model.vertexai

VertexAiImageModel.ImageStyle - Enum Class in dev.langchain4j.model.vertexai

Image style can be specified for imagen@002.

VertexAiImageModelBuilderFactory - Interface in dev.langchain4j.model.vertexai.spi

A factory for building VertexAiImageModel.Builder instances.

VertexAiLanguageModel - Class in dev.langchain4j.model.vertexai

Represents a Google Vertex AI language model with a text interface, such as text-bison.

VertexAiLanguageModel(String, String, String, String, String, Double, Integer, Integer, Double, Integer) - Constructor for class dev.langchain4j.model.vertexai.VertexAiLanguageModel

VertexAiLanguageModel.Builder - Class in dev.langchain4j.model.vertexai

VertexAiLanguageModelBuilderFactory - Interface in dev.langchain4j.model.vertexai.spi

A factory for building VertexAiLanguageModel.Builder instances.

VespaEmbeddingStore - Class in dev.langchain4j.store.embedding.vespa

Represents the Vespa - search engine and vector database.

VespaEmbeddingStore(String, String, String, Duration, String, String, String, Integer, Boolean) - Constructor for class dev.langchain4j.store.embedding.vespa.VespaEmbeddingStore

Creates a new VespaEmbeddingStore instance.

W

waitForModel(Boolean) - Method in class dev.langchain4j.model.huggingface.client.Options.Builder

waitForModel(Boolean) - Method in class dev.langchain4j.model.huggingface.HuggingFaceChatModel.Builder

waitForModel(Boolean) - Method in class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel.Builder

watercolor - Enum constant in enum class dev.langchain4j.model.vertexai.VertexAiImageModel.ImageStyle

WeaviateEmbeddingStore - Class in dev.langchain4j.store.embedding.weaviate

Represents the Weaviate vector database.

WeaviateEmbeddingStore(String, String, String, Integer, Boolean, Boolean, Integer, String, Boolean, String, Collection<String>) - Constructor for class dev.langchain4j.store.embedding.weaviate.WeaviateEmbeddingStore

Creates a new WeaviateEmbeddingStore instance.

WebSearch - Class in dev.langchain4j.model.zhipu.chat

WebSearch(WebSearch.WebSearchBuilder) - Constructor for class dev.langchain4j.model.zhipu.chat.WebSearch

WebSearch.WebSearchBuilder - Class in dev.langchain4j.model.zhipu.chat

WebSearchContentRetriever - Class in dev.langchain4j.rag.content.retriever

A ContentRetriever that retrieves relevant Content from the web using a WebSearchEngine.

WebSearchContentRetriever(WebSearchEngine) - Constructor for class dev.langchain4j.rag.content.retriever.WebSearchContentRetriever

Constructs a new WebSearchContentRetriever with the specified web search engine.

WebSearchEngine - Interface in dev.langchain4j.web.search

Represents a web search engine that can be used to perform searches on the Web in response to a user query.

WebSearchInformationResult - Class in dev.langchain4j.web.search

Represents general information about the web search performed.

WebSearchInformationResult(Long) - Constructor for class dev.langchain4j.web.search.WebSearchInformationResult

Constructs a new WebSearchInformationResult with the specified total results.

WebSearchInformationResult(Long, Integer, Map<String, Object>) - Constructor for class dev.langchain4j.web.search.WebSearchInformationResult

Constructs a new WebSearchInformationResult with the specified total results, page number, and metadata.

WebSearchOrganicResult - Class in dev.langchain4j.web.search

Represents an organic search results are the web pages that are returned by the search engine in response to a search query.

WebSearchOrganicResult(String, URI) - Constructor for class dev.langchain4j.web.search.WebSearchOrganicResult

Constructs a WebSearchOrganicResult object with the given title and URL.

WebSearchOrganicResult(String, URI, String, String) - Constructor for class dev.langchain4j.web.search.WebSearchOrganicResult

Constructs a WebSearchOrganicResult object with the given title, URL, snippet and/or content.

WebSearchOrganicResult(String, URI, String, String, Map<String, String>) - Constructor for class dev.langchain4j.web.search.WebSearchOrganicResult

Constructs a WebSearchOrganicResult object with the given title, URL, snippet and/or content, and metadata.

WebSearchRequest - Class in dev.langchain4j.web.search

Represents a search request that can be made by the user to perform searches in any implementation of WebSearchEngine.

WebSearchRequest.Builder - Class in dev.langchain4j.web.search

WebSearchResults - Class in dev.langchain4j.web.search

Represents the response of a web search performed.

WebSearchResults(WebSearchInformationResult, List<WebSearchOrganicResult>) - Constructor for class dev.langchain4j.web.search.WebSearchResults

Constructs a new instance of WebSearchResults.

WebSearchResults(Map<String, Object>, WebSearchInformationResult, List<WebSearchOrganicResult>) - Constructor for class dev.langchain4j.web.search.WebSearchResults

Constructs a new instance of WebSearchResults.

WebSearchTool - Class in dev.langchain4j.web.search

WebSearchTool(WebSearchEngine) - Constructor for class dev.langchain4j.web.search.WebSearchTool

withAccessToken(String) - Static method in class dev.langchain4j.model.huggingface.HuggingFaceChatModel

withAccessToken(String) - Static method in class dev.langchain4j.model.huggingface.HuggingFaceEmbeddingModel

withAccessToken(String) - Static method in class dev.langchain4j.model.huggingface.HuggingFaceLanguageModel

withApiKey(String) - Static method in class dev.langchain4j.model.anthropic.AnthropicChatModel

Creates an instance of AnthropicChatModel with the specified API key.

withApiKey(String) - Static method in class dev.langchain4j.model.anthropic.AnthropicStreamingChatModel

Creates an instance of AnthropicStreamingChatModel with the specified API key.

withApiKey(String) - Static method in class dev.langchain4j.model.cohere.CohereScoringModel

withApiKey(String) - Static method in class dev.langchain4j.model.mistralai.MistralAiChatModel

Creates a MistralAiChatModel with the specified API key.

withApiKey(String) - Static method in class dev.langchain4j.model.mistralai.MistralAiEmbeddingModel

Creates a new MistralAiEmbeddingModel instance with the specified API key.

withApiKey(String) - Static method in class dev.langchain4j.model.mistralai.MistralAiModels

Creates a new instance of MistralAiModels with the specified API key.

withApiKey(String) - Static method in class dev.langchain4j.model.mistralai.MistralAiStreamingChatModel

Creates a MistralAiStreamingChatModel with the specified API key.

withApiKey(String) - Static method in class dev.langchain4j.model.nomic.NomicEmbeddingModel

withApiKey(String) - Static method in class dev.langchain4j.model.openai.OpenAiChatModel

withApiKey(String) - Static method in class dev.langchain4j.model.openai.OpenAiEmbeddingModel

withApiKey(String) - Static method in class dev.langchain4j.model.openai.OpenAiImageModel

withApiKey(String) - Static method in class dev.langchain4j.model.openai.OpenAiLanguageModel

withApiKey(String) - Static method in class dev.langchain4j.model.openai.OpenAiModerationModel

withApiKey(String) - Static method in class dev.langchain4j.model.openai.OpenAiStreamingChatModel

withApiKey(String) - Static method in class dev.langchain4j.model.openai.OpenAiStreamingLanguageModel

withBasicAuth(String, String, String) - Method in class dev.langchain4j.store.embedding.neo4j.Neo4jEmbeddingStore.Neo4jEmbeddingStoreBuilder

withMaxMessages(int) - Static method in class dev.langchain4j.memory.chat.MessageWindowChatMemory

withMaxTokens(int, Tokenizer) - Static method in class dev.langchain4j.memory.chat.TokenWindowChatMemory

withPersisting() - Method in class dev.langchain4j.model.openai.OpenAiImageModel.OpenAiImageModelBuilder

withPersisting() - Method in class dev.langchain4j.model.vertexai.VertexAiImageModel.Builder

withPersisting(Boolean) - Method in class dev.langchain4j.model.openai.OpenAiImageModel.OpenAiImageModelBuilder

withRetry(Callable<T>) - Method in class dev.langchain4j.internal.RetryUtils.RetryPolicy

This method attempts to execute a given action up to a specified number of times with a 1-second delay.

withRetry(Callable<T>) - Static method in class dev.langchain4j.internal.RetryUtils

This method attempts to execute a given action up to a specified number of times with a 1-second delay.

withRetry(Callable<T>, int) - Method in class dev.langchain4j.internal.RetryUtils.RetryPolicy

This method attempts to execute a given action up to a specified number of times with a 1-second delay.

withRetry(Callable<T>, int) - Static method in class dev.langchain4j.internal.RetryUtils

This method attempts to execute a given action up to a specified number of times with a 1-second delay.

write(JsonWriter, Message) - Method in class dev.langchain4j.model.qianfan.client.MessageTypeAdapter

writeTimeout(Duration) - Method in class dev.langchain4j.model.qianfan.client.QianfanClient.Builder

writeTimeout(Duration) - Method in class dev.langchain4j.model.zhipu.ZhipuAiClient.Builder

writeTo(MessageMarshaller.ProtoStreamWriter, LangChainInfinispanItem) - Method in class dev.langchain4j.store.embedding.infinispan.LangChainItemMarshaller

writeTo(MessageMarshaller.ProtoStreamWriter, LangChainMetadata) - Method in class dev.langchain4j.store.embedding.infinispan.LangChainMetadataMarshaller

X

X_API_KEY - Static variable in interface dev.langchain4j.model.anthropic.internal.api.AnthropicApi

Y

YI_34B_CHAT - Enum constant in enum class dev.langchain4j.model.qianfan.QianfanChatModelNameEnum

Z

ZhipuAiChatModel - Class in dev.langchain4j.model.zhipu

Represents an ZhipuAi language model with a chat completion interface, such as glm-3-turbo and glm-4.

ZhipuAiChatModel(String, String, Double, Double, String, Integer, Integer, Boolean, Boolean) - Constructor for class dev.langchain4j.model.zhipu.ZhipuAiChatModel

ZhipuAiChatModel.ZhipuAiChatModelBuilder - Class in dev.langchain4j.model.zhipu

ZhipuAiChatModelBuilder() - Constructor for class dev.langchain4j.model.zhipu.ZhipuAiChatModel.ZhipuAiChatModelBuilder

ZhipuAiChatModelBuilderFactory - Interface in dev.langchain4j.model.zhipu.spi

A factory for building ZhipuAiChatModel.ZhipuAiChatModelBuilder instances.

ZhipuAiClient - Class in dev.langchain4j.model.zhipu

ZhipuAiClient(ZhipuAiClient.Builder) - Constructor for class dev.langchain4j.model.zhipu.ZhipuAiClient

ZhipuAiClient.Builder - Class in dev.langchain4j.model.zhipu

ZhipuAiEmbeddingModel - Class in dev.langchain4j.model.zhipu

Represents an ZhipuAI embedding model, such as embedding-2.

ZhipuAiEmbeddingModel(String, String, String, Integer, Boolean, Boolean) - Constructor for class dev.langchain4j.model.zhipu.ZhipuAiEmbeddingModel

ZhipuAiEmbeddingModel.ZhipuAiEmbeddingModelBuilder - Class in dev.langchain4j.model.zhipu

ZhipuAiEmbeddingModelBuilder() - Constructor for class dev.langchain4j.model.zhipu.ZhipuAiEmbeddingModel.ZhipuAiEmbeddingModelBuilder

ZhipuAiEmbeddingModelBuilderFactory - Interface in dev.langchain4j.model.zhipu.spi

A factory for building ZhipuAiEmbeddingModel.ZhipuAiEmbeddingModelBuilder instances.

ZhipuAiStreamingChatModel - Class in dev.langchain4j.model.zhipu

ZhipuAiStreamingChatModel(String, String, Double, Double, String, Integer, Boolean, Boolean) - Constructor for class dev.langchain4j.model.zhipu.ZhipuAiStreamingChatModel

ZhipuAiStreamingChatModel.ZhipuAiStreamingChatModelBuilder - Class in dev.langchain4j.model.zhipu

ZhipuAiStreamingChatModelBuilder() - Constructor for class dev.langchain4j.model.zhipu.ZhipuAiStreamingChatModel.ZhipuAiStreamingChatModelBuilder

ZhipuAiStreamingChatModelBuilderFactory - Interface in dev.langchain4j.model.zhipu.spi

A factory for building ZhipuAiStreamingChatModel.ZhipuAiStreamingChatModelBuilder instances.

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