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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 @trace decorator
  • 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

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