{"repo":"Fortemi/fortemi","free":true,"listed":false,"github":"https://github.com/Fortemi/fortemi","clone":"git clone https://github.com/Fortemi/fortemi.git","description":"Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP server, multi-provider LLM inference (Ollama, OpenAI, OpenRouter, llama.cpp), multimodal ingestion (vision, audio transcription, speaker diarization), and knowledge graph. Rust + PostgreSQL.","language":"Rust","stars":24,"topics":["ai","embeddings","hybrid-search","knowledge-base","knowledge-graph","llm","mcp-server","model-context-protocol","multimodal","note-taking"],"license":null,"category":"mcp-servers","readme_excerpt":"Fortémi Pronounced: for-TAY-mee An intelligent database for AI-ready applications. A normalized data schema plus data-science and processing tooling for turning messy organizational data into searchable, linkable, provenance-aware structures. Knowledge management, RAG, agent memory, and team-documentation workflows are use cases built on the same substrate. Built in Rust. Runs affordably from CPU-only deployments to GPU-backed stacks. Get Started · Features · Architecture · MCP Server · API · Realtime Setup · Documentation · 🖥️ Desktop App (HotM) --- 🖥️ Looking for a desktop app, not just an API? You're probably here because you want to use this — install HotM instead. If you want… Use Install --- --- --- A native desktop app with editor, knowledge graph, capture, search, attachments — no Docker, no Postgres setup, no backend ops HotM ( .deb / .msi / .dmg / .AppImage ) — UI + Fortemi API bundled in one package Download HotM → run setup-linux.sh or setup-macos.sh → install the bundle A headless server for agents over MCP, custom UIs, multi-user deployments, or air-gapped backends Fortemi (this repo) — Docker bundle docker compose -f docker-compose.bundle.yml up -d (see Quick Start below) HotM ships the same matric-api from this repo as a bundled sidecar, so the two stay in lockstep on features. Single user with a laptop? HotM is the right answer. Team, fleet of agents, or backend service? Stay here. --- What Fortémi Is Fortémi is an intelligent database for AI-ready applicat","default_branch":null,"files":null,"tree":[],"storefront":"/r/Fortemi","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Fortemi/fortemi/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."}