A developer's analysis of RAG retrieval architectures shows that vector-only search fails on exact-match queries like product codes and error numbers, and that hybrid search combining lexical and vect…
An engineer's verify-on-read experiment with live LLMs found that cheap flash-tier models like qwen3.6-flash and qwen3.7-flash achieve zero false-accept rates on memory contamination checks at a fract…
Typesense 30.2 can now fuse BM25 keyword ranks with local embedding search in a single API call, eliminating the need for a separate embedding service. A tutorial by Rachel Goldstein demonstrates buil…
A Hacker News user shared gmd, an open-source tool that indexes local markdown files with full-text, vector, and hybrid search via Typesense, and includes web search, fetch, crawl, research, LLM-wiki …