RAGcula

A platform with built-in and optimized local RAG tools for practical use cases.

demo.mp4

Roadmap

Simple chat with uploaded document (not optimized for multiple documents)
Multiple documents
Better UI/UX
Tool: Resume consult & fast modification
Tool: Chat with (long-ass) scientific papers
...

Tech stack

Backend: FastAPI, llama-index, llama-cpp, huggingface
Frontend: NextJS, react
Database: PostgreSQL, pgvector for vector db, aws-s3 for static files (gonna change to local filesystem)

Run

Start frontend cd frontend && npm run dev
Start backend cd backend && main.py
Currently, you also need an aws-s3 account (change to local soon)