Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Local-first Video Knowledge Base. Index your video library with multi-modal analysis (YOLO, DeepFace, Whisper), search semantically via natural language, Docker-ready.
| Date | Stars |
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| 2026-07-24 | 1754 |
| 2026-07-25 | 1757 |
| 2026-07-28 | 1761 |
| 2026-07-30 | 1761 |
| 2026-08-06 | 1761 |
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### Edit Mind: Local Video Knowledge Base Edit Mind lets you index your videos **(including transcription, frame analysis, and multi-model embedding)**, and you can search your videos (or specific video scenes) using natural language. > **Development Status:** Edit Mind is currently in **active development** and **not yet production-ready**. > Expect incomplete features and occasional bugs. We welcome contributors to help us reach **v1.0**! --- [](CONTRIBUTING.md) [](https://www.trychroma.com/) [](https://www.docker.com/) [](https://www.youtube.com/watch?v=9O0lQBEPL2U&t=2483s) > Prefer a one-click install? [Desktop app available →](#desktop-app) --- Note: (Edit Mind name is coming from Video Editor Mind, so this will be the editor's second brain and companion in the future) ## Sponsors of this project [](https://github.com/brycedev) [](https://github.com/alittlebitweird) [](https://github.com/mgerasolo) ## Showcase Video [](https://www.youtube.com/watch?v=YrVaJ33qmtg) *Click to watch a walkthrough of Edit Mind's core features.* --- ## Why Edit Mind? - Search videos by spoken words, objects, faces, etc... - Runs fully **locally**, respecting privacy. - Works on **any computer or server with Docker installed**. - Uses AI for rich metadata extraction and semantic search. ## Core Features * **Video Indexing and Processing:** A background service watches for new video files and queues them for AI-powered analysis. * **AI-Powered Video Analysis:** Extracts metadata like face recognition, transcription, object & text detection, scene analysis, and more. * **Vector-Based Semantic Search:** Powerful natural language search capabilities on video content using ChromaDB. --- ### Core Technologies | Area | Technology | | :---------------- | :------------------------------------------------ | | **Monorepo** | [pnpm workspaces](https://pnpm.io/workspaces) | | **Containerization** | [Docker](https://www.docker.com/), [Docker Compose](https://docs.docker.com/compose/) | | **Web Service** | [React Router V7](https://reactrouter.com/), [TypeScript](https://www.typescriptlang.org/), [Vite](https://vitejs.dev/) | | **Background Jobs Service** | [Node.js](https://nodejs.org/), [Express.js](https://expressjs.com/), [BullMQ](https://bullmq.io/) | | **ML Sevice** | [Python](https://www.python.org/), [PyAV](https://github.com/PyAV-Org/PyAV), [PyTorch](https://pytorch.org/), OpenAI Whisper, Google Gemini or Ollama (Used for NLP) | | **Vector Database** | [ChromaDB](https://www.trychroma.com/) | | **Relational DB** | [PostgreSQL](https://www.postgresql.org/) (via [Prisma ORM](https://www.prisma.io/)) | --- ## Getting Started Edit Mind uses Docker Compose to run everything in containers. ### Desktop App **Want Edit Mind without Docker or any terminal setup?** The commercial desktop app packages everything into a one-click installer for macOS and Windows with the same features (plus Davinci Resolve and Final Cut Pro direct integration). This will help us support the development of the community's version. I built the self-hosted version because a lot of people asked for it. I built the desktop app because I got couple of emails and calls people doesn't wanna run this as server. The self hosted version, It's free. It's not going anywhere. The desktop app is for the people who want it to just
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:788c41bc6bfff116, topic:computer-vision, topic:face-recognition, readme:face recognition
matched fp:788c41bc6bfff116, topic:video-editing