ADAPT-AI Documentation
Learn how to use ADAPT-AI for comprehensive AI security testing with state-of-the-art attack techniques.
Quick Start
Get up and running in 5 minutes
Installation
Setup and configuration guide
API Reference
Complete API documentation
Guides
In-depth tutorials and examples
What is ADAPT-AI?
ADAPT-AI is an advanced AI attack testing framework that implements state-of-the-art adversarial AI research techniques. It provides comprehensive security testing capabilities with integrated machine learning for continuous improvement and adaptation.
Key Capabilities
- Gradient-based prompt optimization with advanced ML algorithms
- Multi-modal attack testing across text, image, audio, and video
- Adaptive learning system with pattern recognition and optimization
- Enterprise-grade microservices architecture with real-time monitoring
Architecture Overview
API Layer
FastAPI microservices with authentication, rate limiting, and WebSocket support for real-time updates.
Core Domain
Advanced attack engine with ML algorithms, pattern recognition, and adaptive strategies.
ML System
Integrated machine learning with ensemble learning, genetic algorithms, and reinforcement learning.
Getting Started
Install ADAPT-AI
Install via pip or clone the repository for development
pip install adapt-ai