AgentScope - Distributed tracing and monitoring for AI agents
Project description
AgentScope SDK
Python SDK for AgentScope - Agent debugging and observability platform.
Installation
pip install agentscope
Quick Start
from agentscope import trace, init_monitor
# Initialize monitoring
init_monitor("http://localhost:8000")
@trace(name="my_agent")
def my_agent(query: str):
# Your agent logic here
return f"Result for: {query}"
# Run your agent
result = my_agent("What is AI?")
Features
- Zero-intrusion: Just add
@tracedecorator - Real-time monitoring: WebSocket-based live updates
- Execution tracing: Full chain of thought visualization
- Tool call tracking: Debug function calling issues
- Token & latency metrics: Performance monitoring
Project details
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