Web Reference: OpenAI Agents SDK The OpenAI Agents SDK is a lightweight yet powerful framework for building multi-agent workflows. It is provider-agnostic, supporting the OpenAI Responses and Chat Completions APIs, as well as 100+ other LLMs. Nov 5, 2025 · We’ve gone from building a simple, structured agent to exploring advanced features such as dependencies, function tools, message history, and finally, the multi-agent pattern with agent delegation. Feb 23, 2026 · In this handbook, you built a multi-agent AI system from scratch. You created four specialized Python agents, containerized each one with Docker, orchestrated them with Docker Compose, and added secrets handling, structured logging, retry logic, and graceful fallbacks.
YouTube Excerpt: In this video, I will be providing you with a walkthrough on how to build an
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