Hierarchy

  • MatryoshkaRetrieverFields

Properties

largeEmbeddingModel: Embeddings

The embedding model to use when generating the large embeddings.

largeEmbeddingKey?: string

The metadata key to store the larger embeddings.

Default

"lc_large_embedding"
largeK?: number

The number of documents to retrieve from the large store.

Default

8
searchType?: "cosine" | "innerProduct" | "euclidean"

The type of search to perform using the large embeddings.

Default

"cosine"
smallK?: number

The number of documents to retrieve from the small store.

Default

50

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