Scale GPT-powered systems to handle high-throughput workloads through asynchronous programming. Master async function execution, concurrent API calls, and parallel tool processing. Learn to support multiple specialized agents working simultaneously, enabling efficient multi-task processing and coordination without blocking on individual requests.
Overview
Syllabus
Going Async with GPT Agents
- Async Entrypoint with Synchronous Agent: The Illusion of Concurrency
- Adding Async Syntax Without Async Client
- Switching to AsyncOpenAI for True Concurrency
- Running Your Async Agent with asyncio
- Orchestrating Concurrent Agent Conversations
Implementing Async Tool Execution
- Making Tool Execution Non-Blocking with Async
- Experimenting with Parallel Tool Execution
- Implement Parallel Tool Execution in Agent Workflow
- Creating a Synchronous Wrapper for Async Agent Execution
Orchestrating Parallel Agent Systems
- Implementing Parallel Agent Orchestration with Async Delegation
- Understanding Async Agent Tools and Thread Execution Limitations
- Intelligent Async and Sync Tool Execution
