{"id":6689,"date":"2026-08-11T12:08:32","date_gmt":"2026-08-11T10:08:32","guid":{"rendered":"https:\/\/www.hostx.ro\/kb\/"},"modified":"2026-08-11T12:08:46","modified_gmt":"2026-08-11T10:08:46","password":"","slug":"cum-folosesc-knowledge-rag-in-dify-pentru-raspunsuri-pe-baza-documentelor","status":"publish","type":"docs","link":"https:\/\/www.hostx.ro\/kb\/cum-folosesc-knowledge-rag-in-dify-pentru-raspunsuri-pe-baza-documentelor\/","title":{"rendered":"Cum folosesc Knowledge (RAG) \u00een Dify pentru r\u0103spunsuri pe baza documentelor?"},"content":{"rendered":"<p>Func\u021bia <strong>Knowledge<\/strong> din Dify \u00ee\u021bi permite s\u0103 construie\u0219ti aplica\u021bii care r\u0103spund pe baza <strong>documentelor tale<\/strong> (RAG). Modelul folose\u0219te con\u021binutul fi\u0219ierelor tale, nu doar cuno\u0219tin\u021bele generale.<\/p>\n<h2>1. Creeaz\u0103 o baz\u0103 de cuno\u0219tin\u021be<\/h2>\n<p>Mergi la sec\u021biunea <strong>Knowledge<\/strong> \u0219i creeaz\u0103 un set nou. \u00cencarc\u0103 documente (PDF, text, Word, Markdown) sau import\u0103 din alte surse.<\/p>\n<h2>2. Configureaz\u0103 indexarea<\/h2>\n<p>Dify \u00eemparte documentele \u00een fragmente \u0219i le transform\u0103 \u00een vectori folosind modelul de <strong>embeddings<\/strong> configurat. Po\u021bi ajusta modul de segmentare (dimensiunea fragmentelor) pentru rezultate mai bune.<\/p>\n<h2>3. Alege modul de c\u0103utare<\/h2>\n<ul>\n<li><strong>Vector search<\/strong> \u2014 c\u0103utare semantic\u0103 (dup\u0103 sens)<\/li>\n<li><strong>Full-text search<\/strong> \u2014 c\u0103utare dup\u0103 cuvinte<\/li>\n<li><strong>Hybrid<\/strong> \u2014 combina\u021bia celor dou\u0103, adesea cea mai bun\u0103<\/li>\n<\/ul>\n<h2>4. Leag\u0103 baza de cuno\u0219tin\u021be la o aplica\u021bie<\/h2>\n<p>\u00cen aplica\u021bia ta (chatbot sau flux), adaug\u0103 baza de cuno\u0219tin\u021be ca surs\u0103 de context. La fiecare \u00eentrebare, Dify caut\u0103 fragmentele relevante \u0219i le trimite modelului.<\/p>\n<h2>5. Testeaz\u0103<\/h2>\n<p>Pune o \u00eentrebare al c\u0103rei r\u0103spuns se afl\u0103 \u00een documente. Verific\u0103 dac\u0103 r\u0103spunsul folose\u0219te informa\u021bia corect\u0103 \u0219i, dac\u0103 e cazul, citeaz\u0103 sursa.<\/p>\n<div class=\"note\">\n<p><strong>Sfat:<\/strong> Calitatea RAG depinde de documente \u0219i de modul de segmentare. Documentele scanate (imagini) au nevoie de OCR \u00eenainte. Testeaz\u0103 modul de c\u0103utare \u201ehybrid&#8221; pentru cele mai bune rezultate.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Func\u021bia Knowledge din Dify \u00ee\u021bi permite s\u0103 construie\u0219ti aplica\u021bii care r\u0103spund pe baza documentelor tale (RAG). Modelul folose\u0219te con\u021binutul fi\u0219ierelor tale, nu doar cuno\u0219tin\u021bele generale. 1. Creeaz\u0103 o baz\u0103 de cuno\u0219tin\u021be Mergi la sec\u021biunea Knowledge \u0219i creeaz\u0103 un set nou. \u00cencarc\u0103 documente (PDF, text, Word, Markdown) sau import\u0103 din alte surse. 2. Configureaz\u0103 indexarea Dify &#8230; <a title=\"Cum folosesc Knowledge (RAG) \u00een Dify pentru r\u0103spunsuri pe baza documentelor?\" class=\"read-more\" href=\"https:\/\/www.hostx.ro\/kb\/cum-folosesc-knowledge-rag-in-dify-pentru-raspunsuri-pe-baza-documentelor\/\" aria-label=\"Cite\u0219te mai multe despre Cum folosesc Knowledge (RAG) \u00een Dify pentru r\u0103spunsuri pe baza documentelor?\">Cite\u0219te mai mult<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"whmcs_kb_id":0,"footnotes":""},"doc_category":[513],"doc_tag":[262,387,407,523,338,452],"class_list":["post-6689","docs","type-docs","status-publish","hentry","doc_category-dify","doc_tag-api","doc_tag-configuratie","doc_tag-content-management","doc_tag-dify","doc_tag-documentatie","doc_tag-integrare"],"year_month":"2026-10","word_count":214,"total_views":"7","reactions":{"happy":"0","normal":"0","sad":"0"},"author_info":{"name":"benyhill","author_nicename":"benyhill","author_url":"https:\/\/www.hostx.ro\/kb\/author\/benyhill\/"},"doc_category_info":[{"term_name":"Dify","term_url":"https:\/\/www.hostx.ro\/kb\/docs-category\/dify\/"}],"doc_tag_info":[{"term_name":"API","term_url":"https:\/\/www.hostx.ro\/kb\/docs-tag\/api\/"},{"term_name":"configura\u021bie","term_url":"https:\/\/www.hostx.ro\/kb\/docs-tag\/configuratie\/"},{"term_name":"content management","term_url":"https:\/\/www.hostx.ro\/kb\/docs-tag\/content-management\/"},{"term_name":"Dify","term_url":"https:\/\/www.hostx.ro\/kb\/docs-tag\/dify\/"},{"term_name":"documenta\u021bie","term_url":"https:\/\/www.hostx.ro\/kb\/docs-tag\/documentatie\/"},{"term_name":"integrare","term_url":"https:\/\/www.hostx.ro\/kb\/docs-tag\/integrare\/"}],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - 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