RestGPT

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RestGPT is an AI Agents & Automation tool that connects large language models with real-world applications via RESTful APIs. It acts as an autonomous agent for planning, API calling, and response parsing.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is RestGPT?

RestGPT is an open-source, LLM-based autonomous agent designed to control real-world applications through RESTful APIs. This tool facilitates the connection between large language models and external services by handling practical challenges such as planning, API calling, and response parsing. It features a modular architecture including a Planner for generating sub-tasks, an API selector for mapping tasks to API calls, an Executor for executing plans, a Caller for organizing API parameters, and a Parser for interpreting API responses. RestGPT also introduces RestBench, a high-quality benchmark with real-world scenarios like movie databases and music players, complete with human-annotated instructions and gold solution paths for comprehensive evaluation.

Best used for

Ideal for developers and data scientists who need to build and evaluate autonomous AI agents capable of interacting with real-world applications via RESTful APIs. Especially valuable for creating agents that can perform complex multi-step tasks like managing movie databases or controlling music players.

Common actions

automate API interactions

build autonomous agents

integrate LLMs with applications

evaluate agent performance

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Capabilities

Key features

LLM-based autonomous agent
RESTful API control
Iterative online planning
API calling execution
Response parsing
RestBench benchmark

Target Audience

developerdata scientist

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What kind of real-world applications can RestGPT control?

RestGPT is designed to control applications that expose RESTful APIs. Examples provided include interacting with movie databases like TMDB and music players like Spotify, allowing for tasks such as searching for movies or creating playlists.

What is RestBench and how does it help evaluate RestGPT?

RestBench is a high-quality benchmark proposed by RestGPT's creators. It consists of real-world scenarios (TMDB and Spotify) with realistic user instructions and human-annotated gold solution paths, enabling comprehensive evaluation of the agent's performance.

What are the main modules that make up RestGPT's architecture?

RestGPT's architecture includes a Planner for sub-task generation, an API selector for mapping tasks to APIs, an Executor for running API calls, a Caller for parameter organization, and a Parser for interpreting API responses.

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