selab-gatech/autoresttest
Automated black-box REST API testing using graph-based modeling, LLMs, and multi-agent reinforcement learning.
Parses OpenAPI 3.0 specifications to generate test cases using a multi-agent Q-learning framework where value and header agents explore the API state space based on LLM-generated test data. Supports any OpenAI-API compatible LLM provider (OpenAI, Azure, local models via Ollama/vLLM) with configurable Q-learning parameters and built-in caching for cost efficiency. Features an interactive terminal UI with live execution dashboards, real-time cost tracking, and pre-configured test services for rapid local API testing.
Stars
45
Forks
14
Language
HTML
License
MIT
Category
Last pushed
Feb 20, 2026
Commits (30d)
0
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