Vectorstores#
Note
Vectorstores are one of the most important components of building indexes.
For an introduction to vectorstores and generic functionality see:
We also have documentation for all the types of vectorstores that are supported. Please see below for that list.
- AnalyticDB
- Annoy
- Atlas
- Chroma
- ClickHouse Vector Search
- Deep Lake
- DocArrayHnswSearch
- DocArrayInMemorySearch
- ElasticSearch
- ElasticVectorSearch class
- ElasticKnnSearch Class
- FAISS
- LanceDB
- MatchingEngine
- Milvus
- Commented out until further notice
- MyScale
- OpenSearch
- PGVector
- Pinecone
- Qdrant
- Redis
- SingleStoreDB vector search
- SKLearnVectorStore
- Supabase (Postgres)
- Tair
- Tigris
- Typesense
- Vectara
- Weaviate
- Persistance
- Retriever options
- Zilliz