[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-knowledge-base":3},{"tag":4,"articles":10,"peer_article_count":8},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"8d2621b5-83ae-426a-b4a0-b48f0294808d","knowledge base","knowledge-base",1,null,[11,20],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"697af300-a6ed-47c9-93cc-4c3227a4d862","llm-wikis-beat-raw-rag-knowledge-work-en","LLM wikis beat raw RAG for real knowledge work","LLM-maintained wikis are a better knowledge system than raw RAG because they compound, stay current, and preserve decisions.","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782760670241-gdea.png","en","2026-06-29T19:17:21.2178+00:00",{"id":21,"slug":22,"title":23,"summary":24,"category":25,"image_url":9,"cover_image":26,"language":18,"created_at":27},"2bc1ad7f-26ce-4f02-9885-803b35fd229d","training-knowledge-bases-writeback-rag-en","Training Knowledge Bases with WriteBack-RAG","Learn how WriteBack-RAG enhances knowledge bases in RAG systems by refining and indexing relevant data for improved retrieval performance.","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774497110328-9msg.png","2026-03-28T14:54:45.643433+00:00"]