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WARP index with IVF structure

This module implements the WARP index which organizes compressed token embeddings by centroid for cache-efficient search. The index supports:

  • Training from sample embeddings
  • Incremental insertion of documents
  • Building (compacting) for efficient search
  • MaxSim-based multi-vector search

Structsยง

WarpIndex
WARP index for efficient multi-vector retrieval.