Base model for the SQL stores.
vectorstores.pgvector.DistanceStrategy(value)
Enumerator of the Distance strategies.
vectorstores.pgvector.PGVector(...[, ...])
Postgres/PGVector vector store.
vectorstores.pinecone.Pinecone(index, ...[, ...])
Pinecone vector store.
vectorstores.qdrant.Qdrant(client, ...[, ...])
Qdrant vector store.
vectorstores.qdrant.QdrantException
Qdrant related exceptions.
vectorstores.redis.base.Redis(redis_url, ...)
Redis vector database.
vectorstores.redis.base.RedisVectorStoreRetriever
Retriever for Redis VectorStore.
vectorstores.redis.filters.RedisFilter()
Collection of RedisFilterFields.
vectorstores.redis.filters.RedisFilterExpression([...])
A logical expression of RedisFilterFields.
vectorstores.redis.filters.RedisFilterField(field)
Base class for RedisFilterFields.
vectorstores.redis.filters.RedisFilterOperator(value)
RedisFilterOperator enumerator is used to create RedisFilterExpressions.
vectorstores.redis.filters.RedisNum(field)
A RedisFilterField representing a numeric field in a Redis index.
vectorstores.redis.filters.RedisTag(field)
A RedisFilterField representing a tag in a Redis index.
vectorstores.redis.filters.RedisText(field)
A RedisFilterField representing a text field in a Redis index.
vectorstores.redis.schema.FlatVectorField
Schema for flat vector fields in Redis.
vectorstores.redis.schema.HNSWVectorField
Schema for HNSW vector fields in Redis.
vectorstores.redis.schema.NumericFieldSchema
Schema for numeric fields in Redis.
vectorstores.redis.schema.RedisDistanceMetric(value)
Distance metrics for Redis vector fields.
vectorstores.redis.schema.RedisField
Base class for Redis fields.
vectorstores.redis.schema.RedisModel
Schema for Redis index.
vectorstores.redis.schema.RedisVectorField