OpenAI
- https://platform.openai.com/docs/guides/embeddings
- https://platform.openai.com/docs/api-reference/embeddings
Maven Dependency
Plain Java
<dependency>
<groupId>dev.langchain4j</groupId>
<artifactId>langchain4j-open-ai</artifactId>
<version>0.36.2</version>
</dependency>
Spring Boot
<dependency>
<groupId>dev.langchain4j</groupId>
<artifactId>langchain4j-open-ai-spring-boot-starter</artifactId>
<version>0.36.2</version>
</dependency>
Creating OpenAiEmbeddingModel
Plain Java
EmbeddingModel model = OpenAiEmbeddingModel.builder()
.apiKey(System.getenv("OPENAI_API_KEY"))
...
.build();
Spring Boot
Add to the application.properties
:
langchain4j.open-ai.embedding-model.api-key=${OPENAI_API_KEY}
langchain4j.open-ai.embedding-model.base-url=...
langchain4j.open-ai.embedding-model.custom-headers=...
langchain4j.open-ai.embedding-model.dimensions=...
langchain4j.open-ai.embedding-model.log-requests=...
langchain4j.open-ai.embedding-model.log-responses=...
langchain4j.open-ai.embedding-model.max-retries=...
langchain4j.open-ai.embedding-model.model-name=...
langchain4j.open-ai.embedding-model.organization-id=...
langchain4j.open-ai.embedding-model.proxy.host=...
langchain4j.open-ai.embedding-model.proxy.port=...
langchain4j.open-ai.embedding-model.proxy.type=...
langchain4j.open-ai.embedding-model.timeout=...
langchain4j.open-ai.embedding-model.user=...