ai-CMLA

Application Dashboard

An intelligent memory leak detection and analysis tool powered by Ollama (Gemma 3). Analyze C/C++ binaries and source code for memory leaks, corruption, and other issues.

Features

• Local File Analysis: Load and analyze C/C++ binaries and source files locally
• AI-Powered Analysis: Local AI integration (Gemma 3) for intelligent leak detection and recommendations
• Real-time Visualization: Interactive dashboard for memory issue visualization
• Comprehensive Reports: Detailed analysis reports with actionable insights
• Multi-format Support: Support for binaries, source code, and debug symbols

Project Structure

memoryLeakAnalyzer/
├── frontend/              # React + TypeScript UI
├── backend/               # Node.js + Express API
├── cpp-analyzer/          # C/C++ analysis engine
└── README.md

Getting Started

Prerequisites

• Node.js 18+
• Python 3.8+
• CMake 3.15+
• Xcode Command Line Tools (macOS)
• Ollama (running gemma3:1b)

Installation

1. Install dependencies for all workspaces:

npm install

2. Set up environment variables:

cp backend/.env.example backend/.env
# Configure Ollama in backend/.env if needed

3. Build the C/C++ analyzer:

npm run build:backend

Development

Start development servers:

npm run dev

This will start:

• Frontend: http://localhost:3000
• Backend API: http://localhost:4000

Docker Compose

You can also run the application using Docker Compose:

# Build and start services
docker-compose up -d --build

# View logs
docker-compose logs -f

Accessible at:

• Frontend: http://localhost:3000
• Backend: http://localhost:4000

Building

npm run build

Testing

npm run test

Usage

1. Open the application in your browser
2. Upload a C/C++ binary or source file
3. Configure analysis parameters
4. Submit for analysis
5. View AI-powered insights and recommendations

API Documentation

See backend/README.md for API documentation.

C/C++ Analyzer

See cpp-analyzer/README.md for details on the analysis engine.

Contributing

Contributions are welcome! Please follow the coding standards and submit pull requests.

License

MIT

ai-cmla