{"repo":"VectifyAI/OpenKB","free":true,"listed":false,"github":"https://github.com/VectifyAI/OpenKB","clone":"git clone https://github.com/VectifyAI/OpenKB.git","description":"OpenKB: Open LLM Knowledge Base","language":"Python","stars":3801,"topics":["knowledge-base","rag","ai","llm","agents","retrieval"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"OpenKB: Open LLM Knowledge Base Scale to long documents • Reasoning-based retrieval • Native multi-modality • No Vector DB 📢 Recent Updates - Google Open Knowledge Format (OKF) : Wiki pages follow the Google OKF specification for knowledge sharing. - Entity Pages : People, orgs, places, and products as dedicated wiki pages, auto-extracted and kept in sync. --- 📑 What is OpenKB OpenKB (Open Knowledge Base) is an open-source system (in CLI) that compiles raw documents into a structured, interlinked wiki-style knowledge base using LLMs, powered by PageIndex 's vectorless, reasoning-based retrieval for long documents. The idea is based on a concept described by Andrej Karpathy: LLMs generate summaries, concept pages, and cross-references, all maintained automatically. Knowledge compounds over time instead of being re-derived on every query. Why not traditional RAG? Traditional RAG rediscovers knowledge from scratch on every query. Nothing accumulates. OpenKB compiles knowledge once into a persistent wiki, then keeps it current. Cross-references already exist, contradictions are flagged, and synthesis reflects everything consumed. OpenKB has two layers: a wiki foundation that compiles and maintains your knowledge, and generators (query / chat / Skill Factory) that turn it into useful output. See Usage for the full command list. Features - Broad format support: PDF, Word, Markdown, PowerPoint, HTML, Excel, CSV, text, URLs, and more. - Scales to long documents: Long and complex do","default_branch":null,"files":null,"tree":[],"storefront":"/r/VectifyAI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/VectifyAI/OpenKB/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}