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 📖 Article: https://www.aurelio.ai/learn/openai-agents-sdk 📚 5 Hour LangChain Course: https://www.aurelio.ai/course/langchain ⭐ Build Better Agents + RAG: https://platform.aurelio.ai (use "JBMARCH2025" coupon code for $20 free credits) Twitter: https://twitter.com/jamescalam LinkedIn: https://www.linkedin.com/in/jamescalam/ #aiagents #openai #ai #coding #artificialintellegence #programming 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
