🔹 ExplainLlama is a VS Code extension that automatically fixes Java code and provides clear explanations using AI.
🔹 Powered by CodeLlama and Google Colab, it connects with an ngrok-exposed FastAPI server to process Java code instantly!

✅ Fix Java Code - Automatically corrects syntax and logic errors.
✅ Explain Fixes - Generates human-readable explanations of the changes.
✅ AI-Powered - Uses CodeLlama and advanced LLMs for intelligent debugging.
✅ Easy Setup - Just update the ngrok URL and start fixing!

git clone https://github.com/SuwanSankaja/explainllama.git
cd explainllama

npm install

code .

Then, press F5 to launch the ExplainLlama Extension in a new window.

1. Open Google Colab and create a new notebook.
2. Copy & Paste the Server Code (provided below) into a Colab cell.
3. Run the cell to start the FastAPI server.
4. Copy the ngrok public URL from the output.
5. **Update **CODELLAMA_API_URL in extension.js with the new ngrok URL.

# Install dependencies
!pip install fastapi uvicorn transformers torch accelerate pyngrok nest_asyncio

# Run the FastAPI server
!python server.py

Since ngrok changes its URL every time you restart Colab, update this manually in extension.js:

const CODELLAMA_API_URL = "https://your-latest-ngrok-url.ngrok-free.app"; // Replace with new URL

After updating, restart the extension (F5 in VS Code).

• Open any Java file (.java).
• Select buggy Java code.

• Open Command Palette (Ctrl + Shift + P).
• Run "Fix Java Bug with ExplainLlama".

• The extension will fix your Java code.
• It will show an explanation of the changes in a beautiful WebView.

• Fixed code & explanations are displayed in a styled WebView.
• Icons & colors enhance the user experience.
• Future updates will include syntax highlighting for the fixed code.

Developed with ❤️ by SuwanSankaja
🔗 Powered by OpenAI, CodeLlama, and Google Colab

Star the repo ⭐ if you found this useful!