End-to-End Source Code Analysis Tool

Project Description

This project is an end-to-end source code analysis tool powered by Generative AI. It allows users to analyze and interact with source code repositories using natural language. The backend leverages OpenAI's GPT models, LangChain, and ChromaDB to provide code understanding, conversational Q&A, and repository insights through a web interface.

Features:

• Clone and analyze any public GitHub repository
• Ask questions about the codebase and get AI-generated answers
• Conversational interface for code exploration
• Uses OpenAI API for advanced language understanding

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How to Run

1. Clone the Repository

git clone https://github.com/ankit-kumarz/End-to-End-Source-Code-Analysis-Tool.git
cd End-to-End-Source-Code-Analysis-Tool

2. Create a Python Environment (Recommended: Conda)

conda create -n llmapp python=3.10 -y
conda activate llmapp

3. Install Requirements

pip install -r requirements.txt

4. Set Up OpenAI API Key

Create a .env file in the root directory and add your OpenAI API key:

OPENAI_API_KEY=your_openai_api_key_here

You can get a free API key by signing up at OpenAI.

5. Run the Application

python app.py

Open your browser and go to http://127.0.0.1:8080

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Tech Stack

• Python
• Flask
• LangChain
• OpenAI GPT-3
• ChromaDB
• GitPython

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Ownership

Project Owner: isANkit kumar
GitHub: ankit-kumarz
Project Repository: End-to-End-Source-Code-Analysis-Tool