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Crab

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Framework for building LLM agent benchmark environments in a Python-centric way.

About Crab

Launched Aug 12, 2024

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Description

Framework for building LLM agent benchmark environments in a Python-centric way.

Crab is a comprehensive framework designed by Camel AI for building and benchmarking environments tailored for large language model (LLM) agents. The platform supports the creation of cross-platform environments, allowing for deployment across in-memory systems, Docker-hosted environments, virtual machines, or distributed physical machines. Crab provides an easy-to-use Python-centric interface for defining agent environments and actions, making it flexible for various use cases. Additionally, it includes a novel benchmarking suite that provides fine-grained evaluation metrics.
Crab website

Crab Key Features

  • Cross-platform & Multi-environment Deployment,
  • Unified Interface for Environment Access,
  • Python-native Configuration,
  • Novel Benchmarking Suite,
  • Fine-grained Graph Evaluator.

Crab Use Cases

  • Benchmarking LLM Agents,
  • Cross-environment Testing,
  • Multimodal Data Handling,
  • Agent Environment Simulation,
  • Python-based Agent Development.

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