Ragify Github Issues and Discussions

Participants
syed-saifbhavaniravi
Tech Stack
PythonAlibaba-NLP/gte-base-en-v1.5OpenAI GPT-4.1Text EmbeddingRAG System
Description
The goal of the project is not to solve a specific problem, but to determine how to build a RAG AI Q&A system using GitHub issues and discussions.
Project Links
📚 GitHub Repository 🚀 Live Demo

Team Collaboration

Syed Saif has been a massive help in writing the Github integration that pulls the data. During the event, we agreed on a data model and worked independently; it took us 15 minutes to integrate everything. It was a joyful experience.

This project demonstrates how to build a RAG (Retrieval-Augmented Generation) AI Q&A system using GitHub issues and discussions as the knowledge base. The system leverages advanced text embedding techniques and modern language models to provide intelligent responses based on existing GitHub conversations.