Building AI Agents with Chinese LLMs

Agent Architecture Components

A production AI agent typically includes:

Best Chinese LLMs for Agents

Model selection impacts agent performance:

• DeepSeek R1: Best reasoning for complex task decomposition
• Qwen Plus: Strong function calling accuracy
• Yi-Large: Excellent tool selection
• GLM-4: Good balance of cost and capability

Tool Definition Best Practices

Define tools clearly for optimal performance:

Error Handling & Recovery

Production agents need robust error handling:

• Implement retry logic with exponential backoff
• Provide fallback responses for tool failures
• Log all actions for debugging and optimization
• Set maximum iteration limits to prevent loops