https://sudonull.com/knn-prefiltering-manticore-search-with-acorn-1
KNN Search Optimization in Manticore: HNSW Prefiltering, ACORN-1 and fullscan. Automatic Strategy Selection for Filters of Any Selectivity. Speed Up Vector Search — Read Details.
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https://sudonull.com/manticore-hybrid-search-bm25-knn
Learn how hybrid search in Manticore Search combines BM25 and KNN for exact matches and semantics. Code examples, RRF, settings. Boost recall in RAG and e-commerce.
https://sudonull.com/manticore-search-25-0-hybrid-search-and-knn
Overview of Manticore Search 25.0.0: hybrid search, preliminary KNN filtering, S3 backups, prepared statements. Learn how to upgrade and use new features for high-load search systems.
https://sudonull.com/hybrid-ai-for-exoplanet-masses-on-xgboost
Learn how the school project ExoLogica AI combined XGBoost with Kepler's laws for accurate prediction of exoplanet masses. Comparison of KNN, Random Forest and physical filtering. Implementation in Python for developers.
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