Your RAG Searches by Meaning. But What About Exact Words? Meet BM25
Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your business-critical systems. Star us to help devs d…
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Can multilingual AI improve product search on international marketplaces?
International marketplaces may support several languages, but their search engines often perform much better in English. A shopper can describe exac…
Introducing PageIndex: A Vectorless RAG Solution for dev.to
Source: https://pageindex.ai/blog/pageindex-flash Introducing PageIndex: A Vectorless RAG Solution for dev.to Short Intro Retrieval‑Augmented Genera…
From Click Logs to Search Ranking: Building an Offline Popularity Trainer with Python and Typesense
Most learning-to-rank examples end when the model has been trained. A production search system still has several harder questions to answer: Which u…
Why Your Agent's Search Results Look Right and Are Wrong: The Index Distribution Problem
Why Your Agent's Search Results Look Right and Are Wrong: The Index Distribution Problem You've built an agent. It has a search tool. You query it w…
From Elasticsearch Bottlenecks to Weaviate: How We Built Fast Hybrid Search in Production
For years, Elasticsearch was one of those tools I would almost automatically reach for whenever a system needed search. And honestly, for many use c…
Vector Search Benchmark: FAISS 1.9 vs. Chroma 0.6 vs. Pinecone 1.6 for 100M Embedding Datasets
At 100 million 768-dimensional embeddings, the gap between top-tier vector search tools isn't just measurable—it's existential. In our 6-month bench…