README.md

Code Analyzer

This tool analyzes code projects and generates descriptive summaries along with answers to specific questions about the codebase.

Features

• Analyzes Python, Java, and React code files
• Detects technology stack and dependencies
• Measures code complexity metrics
• Generates project summaries using transformer models
• Interactive Streamlit interface with visualizations
• Provides targeted answers to specific questions about the codebase

Demo

You can try the live demo on Hugging Face Spaces

Local Setup

1. Install dependencies:

pip install -r requirements.txt

2. Run the Streamlit app:

streamlit run app.py

Usage

1. Upload your code files (supported: .py, .java, .js, .jsx, .ts, .tsx)
2. Enter your analysis questions (or use the default ones)
3. Click "Analyze Code" to get insights about your project

Analysis Capabilities

• Technology stack detection (languages, frameworks, dependencies)
• Code metrics (lines of code, class/function count, complexity)
• Project objective identification from documentation
• Customizable question-answering system
• Interactive visualizations of code metrics

Requirements

• Python 3.8+
• 4GB+ RAM
• CUDA-capable GPU (optional, for faster processing)