{"repo":"Zleap-AI/SAG","free":true,"listed":false,"github":"https://github.com/Zleap-AI/SAG","clone":"git clone https://github.com/Zleap-AI/SAG.git","description":"A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.","language":"TypeScript","stars":2356,"topics":["ai","knowledge-graph","llm","rag","vector-search","data-engineering","graphrag","knowledge-base","knowledge-graphs","agent"],"license":"MIT","category":"ai-agents","readme_excerpt":"SAG English · 简体中文 From now on, this is the only knowledge base app you need. Built on the state-of-the-art SAG architecture, it turns scattered documents and data into knowledge that is searchable, connected, and traceable. https://github.com/user-attachments/assets/ac805e3c-ab52-4857-bef6-2865f3831b2f Contents Community · Project · Technology · User Guide · Developer Guide --- Project Changelog August 13, 2026 Added OCTX source import and export with integrity validation, conflict handling, failure recovery, and compatible vector reuse for cross-instance knowledge base migration and backup. This release also improves continuous Chinese-term retrieval and document lifecycle controls for more reliable fast search and background processing. July 31, 2026 Published the official command-line client @zleap-ai/sag-cli . One command ( sag agent connect codex claude-code ) mounts the SAG Knowledge MCP into Codex or Claude Code — no JWT copy-paste, no hand-edited config files. The MCP guide below now leads with the CLI. July 14, 2026 Released a completely new version built on the zleap-sag package, featuring an entirely redesigned UI. The previous version has been archived in the v1 branch and is no longer maintained. SAG in one minute SAG is not a fusion of traditional RAG and GraphRAG. It is an original retrieval architecture that replaces both. Through event-entity indexing and query-time dynamic hyperedges, SAG delivers semantic retrieval and relational reasoning in one system, w","default_branch":null,"files":null,"tree":[],"storefront":"/r/Zleap-AI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Zleap-AI/SAG/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."}