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AI Explained in 9 Minutes — LLMs, RAG, Agents, MCP (The ONLY Video You Need)

This video clarifies the interconnectedness of various AI concepts like RAG and AI agents, presenting a simplified system without jargon. We begin by illustrating how a basic LLM handles questions and introduce the concept of embeddings as numbers that understand meaning, helping you grasp "ai explained" and "how ai really works." This is "ai for beginners" and provides "ai fundamentals" for "understanding ai."

Every AI concept you need to know — explained simply, visually, and in under 10 minutes. No jargon. No fluff. Just one system that makes everything click.

This video covers the complete AI stack from the ground up:

0:00 - Intro
0:27 - LLMs
1:22 - Context Window
2:21 - Embeddings
3:25 - Vector Databases
4:19 - RAG
5:23 - Agents
6:20 - Orchestration
7:15 - MCP
8:14 - Outro

Whether you're a developer, product manager, founder, or just curious — this is the foundation you need before building anything with AI.
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So what is The AI How

The AI How breaks down complex AI concepts into simple, visual explanations. Whether you are a developer building AI agents or just curious about how ChatGPT works, we make AI accessible to everyone.

Subscribe for weekly explainers on LLMs, transformers, RAG, AI agents, and the latest in artificial intelligence.
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Channel: The AI How

Видео AI Explained in 9 Minutes — LLMs, RAG, Agents, MCP (The ONLY Video You Need) канала The AI How
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