vectorstores

Classes

vectorstores.inmemorydb.base.InMemoryVectorStore(...)	InMemoryVectorStore vector database.
vectorstores.inmemorydb.base.InMemoryVectorStoreRetriever	Retriever for InMemoryVectorStore.
vectorstores.inmemorydb.cache.InMemorySemanticCache(...)	Cache that uses MemoryDB as a vector-store backend.
vectorstores.inmemorydb.filters.InMemoryDBFilter()	Collection of InMemoryDBFilterFields.
vectorstores.inmemorydb.filters.InMemoryDBFilterExpression([...])	Logical expression of InMemoryDBFilterFields.
vectorstores.inmemorydb.filters.InMemoryDBFilterField(field)	Base class for InMemoryDBFilterFields.
vectorstores.inmemorydb.filters.InMemoryDBFilterOperator(value)	InMemoryDBFilterOperator enumerator is used to create InMemoryDBFilterExpressions
vectorstores.inmemorydb.filters.InMemoryDBNum(field)	InMemoryDBFilterField representing a numeric field in a InMemoryDB index.
vectorstores.inmemorydb.filters.InMemoryDBTag(field)	InMemoryDBFilterField representing a tag in a InMemoryDB index.
vectorstores.inmemorydb.filters.InMemoryDBText(field)	InMemoryDBFilterField representing a text field in a InMemoryDB index.
vectorstores.inmemorydb.schema.FlatVectorField	Schema for flat vector fields in Redis.
vectorstores.inmemorydb.schema.HNSWVectorField	Schema for HNSW vector fields in Redis.
vectorstores.inmemorydb.schema.InMemoryDBDistanceMetric(value)	Distance metrics for Redis vector fields.
vectorstores.inmemorydb.schema.InMemoryDBField	Base class for Redis fields.
vectorstores.inmemorydb.schema.InMemoryDBModel	Schema for MemoryDB index.
vectorstores.inmemorydb.schema.InMemoryDBVectorField	Base class for Redis vector fields.
vectorstores.inmemorydb.schema.NumericFieldSchema	Schema for numeric fields in Redis.
vectorstores.inmemorydb.schema.TagFieldSchema	Schema for tag fields in Redis.
vectorstores.inmemorydb.schema.TextFieldSchema	Schema for text fields in Redis.

Functions

vectorstores.inmemorydb.base.check_index_exists(...)	Check if MemoryDB index exists.
vectorstores.inmemorydb.filters.check_operator_misuse(func)	Decorator to check for misuse of equality operators.
vectorstores.inmemorydb.schema.read_schema(...)	Read in the index schema from a dict or yaml file.