AWorld: Advancing Agentic AI
About
Search, understand, reproduce, and improve an idea with ease
Details
- License
- MIT
Explore
- Multi-agent system with specialized sub-agents (Developer, Evaluator, etc.)
- Autonomous Evolution Loop: Build → Evaluate → Evolve
- CAST (Code Abstract Syntax Tree) for hierarchical code navigation
- Shared Skill System for encoding expert knowledge
- Automated and human evaluation feedback loops
- One-prompt video generation using diffusion and TTS models
Install once, configure globally, and run anywhere.
Install AWorld-CLI
git clone https://github.com/inclusionAI/AWorld && cd AWorld
conda create -n aworld_env python=3.11 -y && conda activate aworld_env
pip install -e . && cd aworld-cli && pip install -e .
Config & Launch
cd your working directory
aworld-cli --config
Once configured, simply type aworld-cli in your terminal to start your journey.
Alternatively, you can configure by creating a .env file in your working directory with your model and API settings. See AWorld CLI Configuration for the core variables.
spawn_tool = SpawnSubagentTool(subagent_manager=your_manager, conf=config)
AWorld: The Agent Harness for Your World
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"The Next Frontier for AI is Your Expertise"
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中文版 |
Automation |
Evolution |
Contributing |
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<p align="justify">
General AI often hits a "wall of context"—the nuanced data, workflows, and intuition that define <em>your</em> world. An agent's true power lies not in the model alone, but in its <b>Agent Harness</b>: the framework orchestrating its tools, memory, context, and execution.
This is the <b>AWorld Thesis</b>: A powerful harness is not enough. True AI scaling is unlocked only when experts like you embed the invaluable knowledge, effectively building the gate in that wall.
AWorld is the platform designed for this singular purpose. We provide a complete, battle-tested Harness as the recipe for you, the expert, to forge your knowledge into a fleet of autonomous agents. Together, we move beyond AI's generic promise to create robust, precise applications that master <em>your</em> specific domain.
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