RestGPT

Design a large language model-based autonomous agent, RestGPT, to control real-world applications such as movie databases and music players. The agent should connect LLMs with RESTful APIs and handle planning, API calling, and response parsing. Provide a high-quality benchmark, RestBench, with two real-world scenarios and human-annotated instructions. Specify the output format as a step-by-step plan with API responses and a final answer. Ensure the agent can handle various user queries, such as searching for movies or music, and provide relevant examples.