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Learn to build production-ready LLM agents using the OpenAI Agents SDK in this comprehensive tutorial that demonstrates integration with Hugging Face models. Start with a quickstart introduction to the SDK fundamentals, then discover how to run open-source models from Hugging Face within the OpenAI framework. Master the process of tracing and monitoring agent runs through the OpenAI platform for better debugging and optimization. Explore structured output generation techniques to ensure consistent and reliable agent responses. Dive into multi-agent orchestration patterns, comparing handoff mechanisms versus manager-based coordination strategies for complex workflows. Develop custom tools and learn how to integrate them seamlessly into your agent systems. Conclude by implementing streaming capabilities for both token generation and agent events to create responsive, real-time applications.
