Welcome to the official repository for the AI Superagent! This project was built as the major showcase project for the ACM Club's Build Your Resume (BYR) series, focusing on practical applications of cutting-edge AI technologies.
This repository serves as an open-source foundation for students, developers, and AI enthusiasts to learn, experiment, and contribute to a real-world AI application.
- Advanced RAG Pipeline: Utilizes ChromaDB for high-performance vector storage and context retrieval.
- Complex Document Parsing: Integrates the Unstructured library to extract clean, usable data from complex PDFs.
- Tool Integration (MCP): Uses Composio to implement the Model Context Protocol, giving the AI agent the ability to securely interact with external APIs and services.
- Full-Stack Architecture: Clean separation between the Python-based AI backend and the interactive user interface.
- Core AI: Large Language Models (OpenAI, Gemini, or local alternatives)
- Backend: Python, ChromaDB, Composio, Unstructured
- Frontend: React / Next.js, Tailwind CSS (Adjust based on your specific framework)
- Architecture: Model Context Protocol (MCP), Retrieval-Augmented Generation (RAG)
To run this project on your local machine, you will need to set up both the backend server and the frontend client.
Navigate to the frontend directory and install dependencies.
# Clone the repo and navigate to the backend
git clone https://github.com/ACM-PDEU-Student-Chapter/superagent.git
cd superagent
npm i
npm run dev