AlloyDB and Cloud SQL now support native BM25 full-text search, eliminating the need for separate search backends. 🔍🚀 #AlloyDB #CloudSQL #BM25 #DatabaseTech

#PostgreSQL #in-process with #vectorsearch extensions directly #embedded in your #Python app. #OpenSource Apache 2.0 lic

- Similarly search: #pgvector + #pgvectorscale, high-performance storage
- #FullText search: #pg_textsearch, #BM25 and #ranking
#AI #LLM #Embeddings #Agents #RAG

Hybrid Search and Re-Ranker Architectures for Accurate RAG

https://beefed.ai/en/hybrid-search-re-rankers-rag

#HybridSearch #BM25 #VectorEmbeddings #Reranker #Crossencoder