{"id":183916,"date":"2026-10-21T17:40:01","date_gmt":"2026-10-21T15:40:01","guid":{"rendered":"https:\/\/prohoster.info\/blog\/news\/terraphim-privatnyj-lokalnyj-ai-assistent-i-poiskovyj-dvizhok-po-grafam-znanij"},"modified":"2026-10-21T17:40:04","modified_gmt":"2026-10-21T15:40:04","slug":"terraphim-private-local-ai-assistant-and-knowledge-graph-search-engine","status":"publish","type":"post","link":"https:\/\/prohoster.info\/fr\/blog\/news\/terraphim-private-local-ai-assistant-and-knowledge-graph-search-engine","title":{"rendered":"Terraphim \u2014 assistant AI local priv\u00e9 et moteur de recherche bas\u00e9 sur des graphes de connaissances","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Pr\u00e9sentation de Terraphim, un assistant AI priv\u00e9 et un moteur de recherche bas\u00e9 sur des graphes de connaissances, fonctionnant enti\u00e8rement sur l'appareil de l'utilisateur. Le projet est \u00e9crit en Rust et compil\u00e9 en WebAssembly : l'indexation, la recherche et la travers\u00e9e du graphe sont effectu\u00e9es localement, sans cloud, sans t\u00e9l\u00e9m\u00e9trie et sans envoi de donn\u00e9es \u00e0 l'ext\u00e9rieur. Le code est ouvert sous la licence Apache 2.0. Le d\u00e9veloppement a commenc\u00e9 en 2023, avec un dernier an impliquant l'IA.<\/p>\n<p>Au lieu d'utiliser des vecteurs de r\u00e9seaux de neurones, des embeddings graphiques d\u00e9terministes et une correspondance de mod\u00e8les bas\u00e9e sur l'algorithme d'Aho-Corasick sont utilis\u00e9s sur des th\u00e9saurus de r\u00f4les \u2014 chaque correspondance est tra\u00e7able jusqu'\u00e0 un concept dans le graphe de connaissances et prend moins d'une milliseconde. Une requ\u00eate couvre plusieurs sources : fichiers locaux, Confluence, Jira, Discourse, e-mails et grepapp.<\/p>\n<p>Pour les agents AI, il y a un serveur MCP (connexion des graphes de connaissances locaux aux assistants), CLI terraphim-agent (recherche \u00e0 travers les sessions Claude Code et Cursor, enregistrement des erreurs et des le\u00e7ons tir\u00e9es), ainsi que des hooks avant et apr\u00e8s l'appel des outils. Un \u00e9diteur Terraphim est \u00e9galement disponible, proposant des reformulations alternatives bas\u00e9es sur le graphe de connaissances.<br \/>\n<br \/>Source : <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=66505\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d Terraphim, \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u044b\u0439 AI-\u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442 \u0438 \u0434\u0432\u0438\u0436\u043e\u043a \u043f\u043e\u0438\u0441\u043a\u0430 \u043f\u043e \u0433\u0440\u0430\u0444\u0430\u043c \u0437\u043d\u0430\u043d\u0438\u0439, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0439 \u0446\u0435\u043b\u0438\u043a\u043e\u043c \u043d\u0430 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f. \u041f\u0440\u043e\u0435\u043a\u0442 \u043d\u0430\u043f\u0438\u0441\u0430\u043d \u043d\u0430 Rust \u0438 \u043a\u043e\u043c\u043f\u0438\u043b\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u0432 WebAssembly: \u0438\u043d\u0434\u0435\u043a\u0441\u0430\u0446\u0438\u044f, \u043f\u043e\u0438\u0441\u043a \u0438 \u043e\u0431\u0445\u043e\u0434 \u0433\u0440\u0430\u0444\u0430 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u044e\u0442\u0441\u044f \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e, \u0431\u0435\u0437 \u043e\u0431\u043b\u0430\u043a\u0430, \u0431\u0435\u0437 \u0442\u0435\u043b\u0435\u043c\u0435\u0442\u0440\u0438\u0438 \u0438 \u0431\u0435\u0437 \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0430\u0440\u0443\u0436\u0443. \u041a\u043e\u0434 \u043e\u0442\u043a\u0440\u044b\u0442 \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 Apache 2.0. \u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0432\u0435\u0434\u0451\u0442\u0441\u044f \u0441 2023 \u0433\u043e\u0434\u0430, \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0439 \u0433\u043e\u0434 \u0441 \u043f\u0440\u0438\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435\u043c AI. [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":10,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-183916","post","type-post","status-publish","format-standard","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d Terraphim, \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u044b\u0439 AI-\u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442 \u0438 \u0434\u0432\u0438\u0436\u043e\u043a \u043f\u043e\u0438\u0441\u043a\u0430 \u043f\u043e \u0433\u0440\u0430\u0444\u0430\u043c \u0437\u043d\u0430\u043d\u0438\u0439, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0439 \u0446\u0435\u043b\u0438\u043a\u043e\u043c \u043d\u0430 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