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Agentic Workflows with the OpenAI Python SDK (Step-by-Step Tutorial)

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Feb 28, 2026
9:04

In this tutorial, I walk through how to build agentic workflows using the OpenAI Python SDK step by step. You’ll learn: - What agentic workflows are - How agents make decisions using tools - How to structure multi-step workflows in Python - How to use the OpenAI SDK to create real AI automation - This video is perfect for: - Data engineers - AI engineers - Python developers - Anyone building LLM-powered applications If you want to move beyond simple prompts and start building structured, tool-using AI systems, this tutorial will show you exactly how to do it. Topics covered: OpenAI Python SDK tutorial, agentic AI workflows, LLM agents in Python, multi-step AI workflows, tool calling, AI automation patterns, building AI apps with Python. Checkout the code in my github: https://github.com/simpledevdevin/youtube/blob/870f6070dea33affa93ce12f8b68a653ca8b8d69/openai_sdk/python-sdk_Sports_Agent_Workflow/hot_take.ipynb Links: https://github.com/openai/openai-python https://developers.openai.com/api/docs/libraries

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Agentic Workflows with the OpenAI Python SDK (Step-by-Step Tutorial) | NatokHD