Searcher

Finds the k closes neighbors of each instance of embeddings.

Adds documents to the index.

Gets datapoint IDs that match the given metadata filter.

Performs semantic search using auto-generated embeddings.

Performs keyword/full-text search on data fields.

Note: Text search does not support filters. Use semantic_search or vector_search if you need filtering.

Performs hybrid search combining semantic and text search with RRF.

Hybrid search runs both semantic search (with auto-generated embeddings) and text search (keyword matching) in parallel, then combines results using Reciprocal Rank Fusion (RRF) algorithm for optimal ranking.