AgentLab
What it is
AgentLab is an open-source framework for developing, testing, and benchmarking web agents on diverse tasks. It provides building blocks for creating agents over BrowserGym, a unified LLM API for various providers, and tools for launching large-scale parallel experiments using Ray.
The problem it solves
Lack of a unified, scalable, and reproducible framework for developing and benchmarking web agents across diverse environments and LLM providers.
What you could use it for
- Developing and evaluating web agents on benchmarks like WebArena and WorkArena
- Running large-scale parallel agent experiments using Ray
- Comparing different LLMs and agent architectures on standardized web tasks
Read the source ↗Back to the library →
Summary written by an AI model from the source; check the source before you rely on it.