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Search & Relevance Engineering
Full-text search, ranking, synonyms, vectors, and hybrid retrieval patterns.
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Flora Find — A Full-Text Search Engine for Your Own Files, Built Without a Single Third-Party Import.
2+ day, 20+ hour ago (364+ words) We've all had that moment of typing a filename into search and getting nothing back, because the file... Tagged with python, beginners, testing, webdev....
The one Whoosh setting that decides whether search actually works: the analyzer
3+ day, 12+ hour ago (391+ words) Nine times out of ten the answer is the analyzer — the small pipeline that decides how text becomes searchable tokens. It runs when you index and when you query, and if the two sides don't agree on what a "word…...
Tether Develops Censorship-Resistant P2P Search Engine With Wikipedia Archive
4+ day, 4+ hour ago (372+ words) The development was reported by Cointelegraph in a post on X, which said the search engine is being built around a distributed architecture rather than relying on a centralized search infrastructure. According to Cointelegraph, Tether has already deployed the full…...
Hybrid search in one file with node:sqlite, FTS5 and zero dependencies
3+ day, 21+ hour ago (514+ words) Node 22.5 added node:sqlite to the standard library, and I think people have not registered what that removes. No better-sqlite3. No node-gyp. No prebuilt binary that is missing for your platform, no rebuild after a Node upgrade, no Docker image…...
Decentralized Peer-To-Peer Search Advances with Tether
4+ day, 4+ hour ago (476+ words) Ardoino described the system’s performance during the demo as “insane.” That reaction matters because it signals the underlying distributed hash table approach is holding up under a real dataset rather than a synthetic benchmark — Wikipedia’s archive is large enough to…...
Tether CEO unveils decentralized P2P search engine
4+ day, 4+ hour ago (1044+ words) Tether has tested its decentralized peer-to-peer search technology by storing the full Wikipedia archive across 100 distributed nodes, as the USDT issuer works on a system designed to remain available without relying on centralized search infrastructure. According to Tether CEO Paolo…...
See you at Elastic{ON} 2026
5+ day, 12+ hour ago (642+ words) Get the most relevant context to agents so that they deliver accurate and trusted outcomes Efficiently create, store, and search vector embeddings The speed, scale, and flexibility to power modern application experience Collect, search, explore, and act on large volumes…...
Tether is building a peer-to-peer search engine, and it already has a working demo
4+ day, 23+ hour ago (234+ words) Hypersearch uses distributed hash table architecture to deliver search results across thousands of nodes without a central server Spuspita / Wikimedia Commons (CC BY-SA 4.0) The company behind the world’s largest stablecoin wants to replace Google. Or at least build an alternative…...
Serverless Multimodal Vector Search on Apache Iceberg via Google Apps Script
5+ day, 7+ hour ago (490+ words) Turn Google Drive into an AI-Powered Lakehouse Vector Engine across Converted PDFs, Binary Images,......
open-webui MCP Server??? Search & Retrieval
1+ week, 6+ day ago (98+ words) Home / Categories / Search & Retrieval Repository topics as published by the owner on GitHub. Imported verbatim; MCP Junction does not assign or curate them. Linked topics lead to other servers sharing the tag. Best-effort hint inferred from the repository language. Never…...