5a63cd840c
* Enable PGVector indexing support * Add same document ID vector update support * Add documentation for VectorStores
PGvector VectorStore
Pgvector is an open-source extension for PostgreSQL that enables storing and searching over machine learning-generated embeddings. It provides different capabilities that let users identify both exact and approximate nearest neighbors. It is designed to work seamlessly with other PostgreSQL features, including indexing and querying.
Start Postgres+PGVecgor DB:
docker run -it --rm --name postgres -p 5432:5432 -e POSTGRES_USER=postgres -e POSTGRES_PASSWORD=postgres ankane/pgvector
You can connect to this server like this:
psql -U postgres -h localhost -p 5432