Crab

crab.camel-ai.org

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

Description

CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents · CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents · Leaderboard · Demo Videos · Related Works

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.

Features

Cross-platform & Multi-environment Deployment

Unified Interface for Environment Access

Python-native Configuration

Novel Benchmarking Suite

Fine-grained Graph Evaluator.

Use cases

Benchmarking LLM Agents

Cross-environment Testing

Multimodal Data Handling

Agent Environment Simulation

Python-based Agent Development.

Specs

Type	Agent
Section	Agent frameworks
Pricing	free
Platform	Web + desktop
Systems	linux, web
Site language	en
Rating	0.00 (0 reviews)
Views	1 870
Launched	2024-08-12

Can do

agents api summarization vision open-source multimodal

Integrations

claude gemini openai slack anthropic excel

Platforms

Tags

agents api vision multimodal summarization open-source Benchmark autonomous agent Multimodal Language Model GUI automation

Social

GitHub LinkedIn

Found in sources

aiagentsdirectory

Similar in «Agent frameworks»

Virtual software company that operates through various intelligent agents holding different roles

Locofy - нейросеть для преобразования дизайна Figma или Adobe XD в код. Приложение поддерживает популярные фреймворки, а разработчики обещают вскоре расширить их список. Сервис находится на стадии бета-тестирования. Нейросеть поставляется в виде плагина для Figma и Adobe XD. Помимо экспорта в код, доступен деплой проекта на различных сервисах.

AI-платформа no-code, позволяющая создавать full-stack веб-приложения на основе данных и AI через диалог на естественном языке и AI-помощь.

GitAgent by Lyzr

GitAgent Protocol — открытый стандарт для разработки ИИ-агентов на базе Git. Версионирование, аудит и экспорт в любые фреймворки.

A dev-first, open-source framework for building and managing autonomous AI agents.

AI agent that autonomously performs tasks by breaking them down into subtasks.