| Summary: | Modern software applications heavily rely on RESTful APIs for communication and data exchange. Ensuring the reliability and security of these APIs is paramount for robust software development. This project introduces a fully automated testing framework for RESTful APIs. Leveraging advanced technologies such as ChatGPT-enabled instance and sequence generation, and reinforcement learning-driven instance creation, the framework delves into a new form of API testing. The integration of ChatGPT facilitates context-aware test scenario creation, while reinforcement learning enhances adaptability to varying API structures. The project’s main contribution lies in advancing automated testing methodologies, providing a versatile tool that elevates the quality and reliability of RESTful APIs in diverse application scenarios.
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