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AI Agents Crash Course: Build with Python & OpenAI

Learn to build agentic AI solutions using Python, OpenAI SDK, tools, memory, RAG, and guardrails - in just four hours!
4.7 ★★★★★2,635 studentsCreated by Sundog Education by Frank Kane, Zoltan C. Toth, Frank KaneLast updated Nov 13, 2025🌐 English

What you'll learn

✓Build functional AI agents using Python and the OpenAI SDK
✓Implement tool calling, memory, and streaming responses in your agents
✓Use prompt engineering and context engineering to control agent behavior
✓Integrate Retrieval-Augmented Generation (RAG) using embedding databases
✓Enforce safety with guardrails and prompt adherence techniques
✓Orchestrate multi-agent systems with task decomposition and hand-offs
✓Deploy AI agents to the cloud with authentication and secure setup
✓Trace and debug agent behavior using OpenAI’s built-in tools

Requirements

•Basic experience with Python programming
•An OpenAI account with API access
•A GitHub account to use GitHub Codespaces for development
•Familiarity with basic coding tools (e.g., running scripts, editing code)

Description

Frequently Asked Questions

Student Feedback

4.7
★★★★★
Course Rating
75%
15%
5%
5%
5%
S
Sarah J.
★★★★★2 weeks ago

This course was absolutely amazing! The instructor explained everything clearly and the projects were very helpful.

M
Michael T.
★★★★1 month ago

Great content, highly recommended for beginners. Just wish there were more practice exercises.

D
David K.
★★★★★2 months ago

Best course on this topic I've taken so far. Worth every penny (even better since I got it for free!).

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AI Agents Crash Course: Build with Python & OpenAI
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This course includes:
  • 📺 3h 30m on-demand video
  • 📱 Access on mobile and TV
  • ♾️ Full lifetime access
  • 🏆 Certificate of completion