#172 · Primary category: Knowledge Base & RAG

chatgpt-your-files

ai db embeddings ml rag supabase vector

Production-ready MVP for securely chatting with your documents using pgvector

Project last updated:05/12/26

GitHub Stars

516

Forks

195

Contributors

7

License

Other

Why we included this project

This project is a working document-chat app you can take apart and rebuild. It connects a chat front end to OpenAI's GPT models and Supabase's Postgres with pgvector, so uploaded files are embedded into a vector index and retrieved through retrieval-augmented generation. It's also a guided workshop, not just a demo: each feature, from file storage to embeddings to chat, sits at its own git tag, so a developer can follow the progression and see how the whole pipeline fits together. The finished code includes row-level security, third-party login, a REST API, and sample documents, which makes it a reasonable starting point for a real product that answers questions about your own files.

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