Wormhole Vectors

• Beyond Hybrid Search with “Wormhole Vectors”

“Wormhole Vectors” are an experimental approach for hybrid search that enables traversal across disparate vector spaces (lexical, semantic, behavioral, etc.), rather than merging separate sparse/lexical and dense/semantic search results using a fusion algorithm. Learn how to construct wormhole vectors to jump between separate indexes and how this new technique could be the future of hybrid search.

• Repositories
  • dimakan-dev/wormhole-vectors
    • 3 stars
    • Repository with example of wormhole vectors
• Blog
  • Wormhole Vectors Beyond Hybrid Search in OpenSearch
    • Best explanation of the topic yet
    • It takes it into contrast with RRF
• Discussion With AI
  • Wormhole Vectors Vs Hybrid Search
  • Claude Discussion - Relevance feedback & Wormhole Vectors