Agents SDK from OpenAI! | Full Tutorial

OpenAI have released an Agents SDK, their version of an open source agent development library akin to LangChain, Llama-Index, Pydantic AI, and others.

OpenAI have outlined a few features of the library in their announcement blog post:

• Agent Loop: Automated loop for tool calls and LLM interactions until completion.
• Python-First: Leverage Python features for agent orchestration without new abstractions.
• Handoffs: Seamless coordination and delegation between multiple agents.
• Guardrails: Parallel input validations to halt processes on failure.
• Function Tools: Convert Python functions into tools with auto-schema and validation.
• Tracing: Visualize, debug, and monitor workflows with OpenAI tools integration.

We'll focus on covering the essentials here - including the agent loop, python-first, guardrails, and function tools features.

📌 Code: https://github.com/aurelio-labs/cookbook/blob/main/gen-ai/openai/agents-sdk-intro.ipynb 📚 5 Hour LangChain Course: https://www.aurelio.ai/course/langchain

Twitter: https://twitter.com/jamescalam LinkedIn: https://www.linkedin.com/in/jamescalam/

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00:00 OpenAI Agents SDK 01:05 Agents SDK Code 02:38 Agent and Runner 06:56 Function Tools 12:13 Agents SDK Guardrails 18:29 Conversational Agents 21:02 Thoughts on Agents SDK ... https://www.youtube.com/watch?v=35nxORG1mtg