NanoPQRetriever

Embeddings model to use.

Index of embeddings.

List of texts to index.

List of metadatas corresponding with each text.

Number of results to return.

Threshold for relevancy.

No of subspaces to be created, should be a multiple of embedding shape

No of clusters to be created