Redis vector store.
Row-wise cosine similarity between two equal-width matrices.
Calculate maximal marginal relevance.
Maximal marginal relevance optimizes for similarity to the query AND diversity among selected documents.
Configuration class for Redis vector store settings.
This class defines the configuration parameters for setting up and interacting with a Redis vector store. It uses Pydantic for data validation and settings management.
Redis vector store integration.