AI-Powered Knowledge Navigator
AI-Powered Knowledge Navigator using GPT-5 agents to help hackathon participants and researchers find resources, generate starter code, track progress, and collaborate efficiently
Core trick
Runs GPT-5 agents that query GitHub, Kaggle, arXiv, and StackOverflow, then generate starter code and progress reports.
Description
Our project is an AI-Powered Knowledge Navigator designed to accelerate hackathons and research projects. It leverages multiple GPT-5-powered agents to understand project goals, context, and constraints. The system performs intelligent searches across GitHub, Kaggle, Arxiv, and StackOverflow, filtering datasets, code snippets, and papers relevant to the project. It auto-generates starter code and reusable components, provides progress tracking with actionable next-step recommendations, and enables team collaboration by summarizing progress and generating reports. This multi-agent system streamlines research, accelerates prototyping, and helps participants focus on building rather than searching
ranazain9/AI-Powered-Knowledge-Navigator-for-Hackathons-Research★ 00 forksPythonCreated Aug 21, 2025 · last push Aug 25, 2025
README excerpt
# AI-Powered-Knowledge-Navigator-for-Hackathons-Research with CrewAI - Streamlit Application A powerful Streamlit application that uses AI agents to analyze PDF documents, generate insights, and provide comprehensive project analysis using CrewAI. 🚀 Features PDF Upload & Analysis: Upload any PDF and get AI-powered analysis Multi-Agent System: Three specialized AI agents working together Project Analyst: Identifies risks, strengths, and opportunities Resource Search Specialist: Discovers relevant tools and resources Code Architect: Designs system architecture and generates code Real-time Results: See analysis progress and results in real-time File Generation: Automatically generates markdown reports and documentation Download Capability: Download all generated files for offline use 📋 Prerequisites Before running this application, make sure you have: Python 3.8+ installed on your system Git for version control GitHub account for hosting the repository API Keys for the required services (see Setup section) 🛠️ Installation & Setup 1. Clone the Repository # Clone the repository to your local machine git clone https://github.com/yourusername/AI-Powered-Knowledge-Navigator-for-Hackathons-Research/ # Navigate to the project directory cd crew 2. Create Virtual Environment (Recommended) # Create a virtual environment python -m venv venv # Activate the virtual environment # On Windows: venv\Scripts\activate # On macOS/Linux: source venv/bin/activ