RestGPT

An LLM-based autonomous agent controlling real-world applications via RESTful APIs.

This work aims to construct a large language model based autonomous agent, RestGPT, to control real-world applications, such as movie database and music player. To achieve this, we connect LLMs with RESTful APIs and tackle the practical challenges of planning, API calling, and response parsing. To fully evaluate the performance of RestGPT, we propose RestBench, a high-quality benchmark which consists of two real-world scenarios and human-annotated instructions with gold solution paths.