title: Ask AI Makerspace emoji: 🤖 colorFrom: red colorTo: indigo sdk: docker pinned: false

Ask AI Makerspace

Huggingface space found: here

Overview

Welcome to Ask AI Makerspace - a communtiy-driven, open-source project aimed at developing a comprehensive Retrieval-Augmented Generation (RAG) application capable of answering questions related to AI Makerspace educational videos and documents. Inteded to be a learning space to get hands-on experience with LLMs and contributing to open-source projects.

Currently Works by pre-processing YouTube videos and retrieving information from the transcripts.

Roadmap

• [ ] Clean up code and documentation.
  • Started as hackathon project so lots of messy boiler plate code that can use refining.
• [ ] Improve on existing system
  • Prompt engineering, chunking strategy, automatically indexing new videos, etc.
• [ ] Intergrate public github repos.
  • Most videos have a corresponding github repo with the demo code. Would be awesome to have both elements incorporated combining conceptual ideas(YouTube) with code implementations(Github).
• [ ] Develop front-end to move off prtototype tools like huggingface spaces + chainlit and deploy to aimakerspace.io.
  • More of a long shot goal and priority will be things related and taught in the courses as thats the fun stuff anyways.

Appriciate the help

Welcoming contributions from anyone in the community heres how to contribute.