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Ask AI Makerspace
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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. youtube_rag_diagram

How to Contribute

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

  • Submit a Pull Request: Enhancements, bug fixes, documentation improvements.
  • Issue Tracking: Report bugs, propose new features.

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.