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