Production-Grade Async Multi-Agent Order Tracking with Google ADK, LiteLLM, and Monocle
📰 Hackernoon
Learn to build production-grade async multi-agent order tracking using Google ADK, LiteLLM, and Monocle, reducing total response time and improving system efficiency
Action Steps
- Build a concurrent system using asyncio.gather to run multiple AI agents
- Configure Google ADK to integrate with LiteLLM for AI-powered order tracking
- Implement Monocle to auto-trace agent activity and tool calls
- Export tracing data to file and Okahu for analysis and monitoring
- Test the system to ensure total response time is optimized
Who Needs to Know This
This benefits developer teams and DevOps engineers working on complex AI-powered systems, as it enables them to build scalable and efficient multi-agent architectures
Key Insight
💡 Total response time equals the slowest agent, not the sum of all agents, when using concurrent execution
Share This
🚀 Build production-grade async multi-agent order tracking with Google ADK, LiteLLM, and Monocle! 📊
Key Takeaways
Learn to build production-grade async multi-agent order tracking using Google ADK, LiteLLM, and Monocle, reducing total response time and improving system efficiency
DeepCamp AI