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从 LLM 到 Agent Skill,一期视频带你打通底层逻辑!

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马克的技术工作坊
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AI Core Overview

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AILLMAI EngineeringAgentMCP

This video breaks down core AI concepts from an engineering perspective, starting from the LLM and Tokenizer, moving through Context and Prompt, and finally covering Tools, MCP, Agent, and AgentSkill. The viewer gains a clear understanding of how these building blocks fit together in modern AI systems.

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00:00:0000:02:57

Introduction and LLM Basics

00:02:5700:08:06

Tokenizer and Tokenization

00:08:0600:11:45

Context and Context Window

00:11:4500:15:15

Prompt and Prompt Engineering

00:15:1500:19:15

Tool Use and Platform Mediation

00:19:1500:21:13

MCP Standardizes Tool Integration

00:21:1300:24:12

What is an Agent?

00:24:1200:30:23

AgentSkills Enable Personalized Instructions

00:30:2300:32:28

Summary and Final Thoughts

从 LLM 到 Agent Skill,一期视频带你打通底层逻辑! — Summary & Transcript · SummarizeVideoToText