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code-aura
code-aura/index.js

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Readme

Code Aura 🔍✨

A powerful CLI tool for semantic code search and exploration using AI-powered embeddings and GROQ's lightning-fast inference.

Features

Semantic Code Search: Find code using natural language queries
AI-Powered Explanations: Get detailed explanations of code snippets
Visualization: Generate HTML and image visualizations of search results
Multi-language Support: Works with JavaScript, TypeScript, Python, Java, C++, and more
Smart Chunking: Intelligent code splitting for better search results

Installation

npm install -g code-aura

Or use directly with npx:

npx code-aura@latest <command>

Quick Start

Get a GROQ API Key:
- Visit console.groq.com
- Sign up and get your free API key
Setup your codebase:
```
code-aura setup /path/to/your/codebase
```
Search your code:
```
code-aura search
```

Usage

Setup a Codebase

code-aura setup /path/to/your/project

Semantic Search

code-aura search

Generate HTML Visualization

code-aura html "your search query"

Explain a File

code-aura explain path/to/file.js

Debug Information

code-aura debug

Clear Cache

code-aura clear

Commands

setup <path> - Process a codebase for semantic search
search - Interactive semantic search
html <query> - Generate HTML visualization for a query
explain <file> - Get explanation of a specific file
debug - Show debug information
clear - Clear cached data
reprocess - Reprocess codebase with improved chunking

API Key Setup

The tool will automatically prompt you for your GROQ API key on first run. You can:

Enter it interactively when prompted
Create a .env file with GROQ_API_KEY=your_key_here
Set it as an environment variable

Supported Languages

JavaScript/TypeScript (.js, .jsx, .ts, .tsx)
Python (.py)
Java (.java)
C/C++ (.c, .cpp, .h, .hpp)
Ruby (.rb)
Go (.go)
Rust (.rs)
PHP (.php)
C# (.cs)

How It Works

Code Processing: Splits your code into semantic chunks
Embedding Generation: Creates vector embeddings for each chunk
Semantic Search: Uses cosine similarity to find relevant code
AI Explanation: Leverages GROQ's LLM for intelligent code explanations

Performance

Fast processing with optimized chunking
Efficient similarity search
Low memory footprint
Quick response times with GROQ's accelerated inference

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

MIT License - feel free to use this tool for your projects!

Support

For issues and questions:

GitHub Issues: github.com/harjas-romana/codeAura
LinkedIn: Harjas Singh

Star History

If you find this tool useful, please give it a star ⭐ on GitHub!

Developed by Harjas Singh
LinkedIn | GitHub ```