Implementing Agentic AI Solutions in Python from scratch | Craig West | Conf42 Python 2025
Read the abstract ➤ https://www.conf42.com/Python_2025_Craig_West_agentic_ai_django Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 01:27 Understanding AI Agents 02:18 Demystifying AI Agents with Python 04:13 Setting Up REST API Calls 05:18 Building the First AI Agent 09:11 Advanced Prompt Engineering 16:41 Creating a FAQ Chatbot 20:26 Developing a Report Selection Agent 22:51 Introduction to AI Agents and Contextual System Messages 24:25 Defining and Using Tools in AI Agents 25:54 Tool Use Examples and Message Flow 30:33 Exploring AI Agent Patterns 31:26 Reflection Pattern in AI Agents 35:20 Planning and Tool Calling in AI Agents 40:10 Manual Execution of Planning Agent 45:15 Frameworks and Libraries for AI Agents 46:55 Conclusion and Final Thoughts