Hybrid-Search on Hi, I'm Muhammad Amal https://muhammadamal.my.id/tags/hybrid-search/ Recent content in Hybrid-Search on Hi, I'm Muhammad Amal Hugo en-us Wed, 14 Feb 2024 09:00:00 +0700 Hybrid Search, BM25 Plus Vectors for Better RAG Recall https://muhammadamal.my.id/blog/hybrid-search-bm25-vectors-rag/ Wed, 14 Feb 2024 09:00:00 +0700 https://muhammadamal.my.id/blog/hybrid-search-bm25-vectors-rag/ Pure vector search misses exact-match queries. Hybrid BM25 + dense + RRF closes the gap. Real code, real numbers, real trade-offs. Weaviate 1.18 and Hybrid Search, When Keyword and Vector Search Are Both Right https://muhammadamal.my.id/blog/weaviate-hybrid-search/ Thu, 20 Apr 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/weaviate-hybrid-search/ Hybrid search with Weaviate 1.18 - combining BM25 with vector similarity, tuning the alpha parameter, and when hybrid actually beats pure vector retrieval.