AWorld
by inclusionAI
AWorld bridges the gap between theoretical Multi-Agent System (MAS) capabilities and practical implementation in real-world applications. It allows you to build, evaluate, and run General Multi-Agent Assistance with ease.
Last updated: N/A
What is AWorld?
AWorld is a framework designed to facilitate the development, evaluation, and deployment of multi-agent systems. It provides core concepts like agents, swarms, environments, tasks, and clients to streamline the creation of complex agent-based applications.
How to use AWorld?
To use AWorld, install it using python setup.py install. Then, configure agents with desired LLMs and tools. Define tasks by specifying inputs, agents or swarms, and configurations. Finally, run the tasks using the client to observe the agents' interactions and results. Example code snippets are provided for quick starts and creating custom agents.
Key features of AWorld
MCP Servers as Tools
Environment Multi-Tool Support (browser, shell, code, APIs, file system, Android device simulation)
AI-Powered Agents with delegation capabilities
Client-Server Architecture for Scalability
Unified task definitions for customized and public benchmarks
Use cases of AWorld
Building cooperative multi-agent teams for complex tasks
Developing competitive multi-agent teams for strategic problem-solving
Evaluating the performance of agents in various environments
Training agents to improve their skills and adaptability
FAQ from AWorld
What is an agent in AWorld?
What is an agent in AWorld?
An agent is an AI-powered component that autonomously makes decisions, uses tools, and collaborates with other agents.
What is a swarm in AWorld?
What is a swarm in AWorld?
A swarm defines the topology structure of a multiple agents system, specifying how agents interact and communicate.
What kind of tools does AWorld support?
What kind of tools does AWorld support?
AWorld supports a variety of tools including MCP servers, browser, shell, code execution, search, document handling, and Android device simulation.
What is the client-server architecture used for?
What is the client-server architecture used for?
The client-server architecture decouples agents and environments, providing better scalability and a unified interaction protocol.
How can I contribute to AWorld?
How can I contribute to AWorld?
You can contribute by enhancing the framework, fixing bugs, or adding new features. The project welcomes developers to join in building and improving AWorld.