{"repo":"cosmicflow-space/mnemos","free":true,"listed":false,"github":"https://github.com/cosmicflow-space/mnemos","clone":"git clone https://github.com/cosmicflow-space/mnemos.git","description":"Personal RAG. Local-first. Drop a folder, ask a question.","language":"TypeScript","stars":10,"topics":["local-first","nextjs","ollama","personal-knowledge-base","rag","sqlite","typescript","anthropic","embeddings","llm"],"license":"MIT","category":"ai-agents","readme_excerpt":"Mnemos Personal RAG. Local-first. Drop a folder, ask a question. Built by Sam Muthu · Read the project write-up → Mnemos is a personal RAG (retrieval-augmented generation) system that defaults to 100% local — embeddings on your machine, chat on your machine, zero external inference calls. Drop a folder of documents, ask questions in plain English, get answers with citations to your own files. The audit log captures every query for transparency; in the default install, query audit events record the local chat provider ( ollama ) and ingest events stay local but don't carry a provider field — no external-provider call is ever recorded. If you choose to add a frontier LLM (Anthropic Claude or OpenAI today; Gemini planned), mnemos sends only the retrieved chunks — never raw files — and the audit log records the provider, model, retrieved chunk IDs, prompt-token estimate, and latency for each external request. Plugins are opt-in, not required. Personal RAG means personal RAG. Privacy is the default. Built from scratch in TypeScript + Next.js. Opinionated single-pane UI — no drag-and-drop canvas, one strong default per pipeline stage, plug your own providers via a versioned SDK. One brain, two surfaces: ask on your desktop, or from your phone via a private Telegram bot — every answer cited to your own files. 100% local by default. (Shown in the Cosmic dark theme; the app opens in Zen-Light by default — see Light or dark .) Quick start The only prerequisite is Node 22+ (nodejs.org i","default_branch":null,"files":null,"tree":[],"storefront":"/r/cosmicflow-space","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/cosmicflow-space/mnemos/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."}