How AI Agents Actually Work (Explained in One Python File)

Lessons11 lessons

• ✓1Python for AI - Full Beginner Course
• ✓2How to Build Effective AI Agents (without the hype)
• ✓3Building AI Agents in Pure Python - Beginner Course
• ✓4How to Build Reliable AI Agents (without the hype)
• ✓517 Python Libraries Every AI Engineer Should Know
• ✓6How AI Agents Actually Work (Explained in One Python File)
• ✓7How to Get Your Data Ready for AI Agents (Docs, PDFs, Websites)
• ✓8MCP Crash Course: What Python Developers Need to Know
• ✓9How to Systematically Setup LLM Evals (Metrics, Unit Tests, LLM-as-a-Judge)
• ✓10The Complete Guide to Hybrid Search in RAG (BM25 + Embeddings + Reranker)
• ✓11The Best AI Automation Stack to Learn in 2026

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