{"repo":"synpulse8-opensource/pulse8-ai-cortex-knowledge-vault","free":true,"listed":false,"github":"https://github.com/synpulse8-opensource/pulse8-ai-cortex-knowledge-vault","clone":"git clone https://github.com/synpulse8-opensource/pulse8-ai-cortex-knowledge-vault.git","description":"Agent-native knowledge OS built on Markdown. A shared vault for AI agents and humans, backed by a typed knowledge graph, full-text search, and an LLM-powered compiler, all accessible through MCP. Drop files in, let agents read, write, search, link, and compile knowledge. No database required.","language":"Python","stars":12,"topics":["ai-agents","docker","fastapi","karpathy-inspired","karpathy-llm-wiki","knowledge-base","knowledge-graph","knowledge-management","llm","llm-wiki"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"PULSE8.ai Cortex The open-source knowledge layer for AI agents Knowledge that compounds. PULSE8.ai Cortex is the open-source knowledge layer for AI agents : Git-native memory, a typed knowledge graph, and MCP-powered retrieval on top of plain Markdown — so agents can build, evolve, and reuse persistent knowledge instead of re-deriving it on every query. Under the hood it's a unified vault for AI agents and humans, backed by a typed knowledge graph, full-text + hybrid search, and a MarkItDown-powered file compiler. Drop files in (PDF, DOCX, PPTX, XLSX, HTML, images, and more), let agents read, write, search, link, and compile knowledge — no database required. Inspired by Andrej Karpathy's LLM Wiki pattern — a persistent, compounding knowledge base maintained by LLMs instead of re-derived on every query. Search powered by Tobi Lütke's QMD. --- Why PULSE8.ai Cortex? Most AI agents can access tools, but they cannot accumulate knowledge. Traditional RAG systems retrieve documents. PULSE8.ai Cortex builds a persistent, evolving knowledge layer that grows over time and becomes more valuable the more agents and humans interact with it. With PULSE8.ai Cortex, agents can: - Learn from interactions — every read, write, ingest, and compile event is logged and graph-linked - Build and traverse knowledge graphs — wikilinks, tags, and typed edges, maintained automatically - Store structured insights — Markdown notes with typed nodes ( note , agent def , session , daily , feedback ) - Retrie","default_branch":null,"files":null,"tree":[],"storefront":"/r/synpulse8-opensource","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/synpulse8-opensource/pulse8-ai-cortex-knowledge-vault/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."}