Comparison table of all supported Embedding Stores
Embedding Store | Storing Metadata | Filtering by Metadata | Removing Embeddings |
---|---|---|---|
In-memory | ✅ | ✅ | ✅ |
Astra DB | ✅ | ||
Azure AI Search | ✅ | ✅ | |
Azure CosmosDB Mongo vCore | ✅ | ||
Azure CosmosDB NoSQL | ✅ | ||
Cassandra | ✅ | ||
Chroma | ✅ | ✅ | |
Elasticsearch | ✅ | ✅ | ✅ |
Infinispan | ✅ | ||
Milvus | ✅ | ✅ | ✅ |
MongoDB Atlas | ✅ | ||
Neo4j | |||
OpenSearch | ✅ | ||
PGVector | ✅ | ✅ | ✅ |
Pinecone | ✅ | ✅ | |
Qdrant | ✅ | ||
Redis | ✅ | ||
Vearch | ✅ | ||
Vespa | |||
Weaviate | ✅ | ✅ |