If you’ve always wondered how AI agents work under the hood, this video is for you. I’ll be revealing the mechanics of AI agents, and given you a basic pattern you can use in your own projects to build any AI agent. You won’t require any intermediate libraries like LangChain or LlamaIndex for this.
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Hands-on project (build a basic RAG app): https://www.educative.io/projects/build-an-llm-powered-wikipedia-chat-assistant-with-rag
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GitHub repo: https://github.com/john-adeojo/use-tools
Chapters
Introduction: 00:00
What are AI Agents? (key concepts): 00:34
Python Code Walkthrough: 6:00
Demo the Custom Agent: 20:19