Content
# Tool List
<img src="./other/01.png" alt="This is a picture" width="600" />
## MCP Series
Related video collections:
### MCP Series
- **01 High德地图MCP Server Full-Flow Practical Demonstration**
Already covered 12 major core service interfaces, providing full-scenario coverage of map services.
https://youtu.be/yXFb8Cg9l7g
https://www.bilibili.com/video/BV187LozwEY7/
Corresponding folder: `01_AmapMCPServerTest`
- **02 Custom MCP Server and Using Multiple MCP Servers Full-Flow Practical Demonstration**
高德地图, custom four arithmetic operations MCP Server.
https://youtu.be/JOcPR237tmM
https://www.bilibili.com/video/BV1NXLUzKE1j/
Corresponding folder: `02_CalculatorMCPServerTest`
- **03 Why MCP Appears? MCP New Standard (03.26 Edition) 3 Transmission Modes**
STDIO, HTTP+SSE, Streamable HTTP.
https://youtu.be/EId3Kbmb_Ao
https://www.bilibili.com/video/BV1ZHEgzXEP1/
- **04 Using STDIO Transmission Mode and Underlying MCP SDK to Implement MySQL MCP Server**
Supports data table resource access and CRUD operations and joint table queries.
https://youtu.be/1Z_6eIufr90
https://www.bilibili.com/video/BV1Td79z4Ehf/
Corresponding folder: `03_MySQLMCPServerTest/01_stdioTransportTest`
- **05 Using HTTP+SSE Transmission Mode and Underlying MCP SDK to Implement MySQL MCP Server**
Supports data table resource access and CRUD operations and joint table queries.
https://youtu.be/QRlHRoBTHvc
https://www.bilibili.com/video/BV1yeEwzkEaC/
Corresponding folder: `03_MySQLMCPServerTest/02_sseTransportTest`
- **06 Using Streamable HTTP Transmission Mode and Underlying MCP SDK to Implement MySQL MCP Server**
Supports data table resource access and CRUD operations and joint table queries.
https://youtu.be/mSgFtBN68RA
https://www.bilibili.com/video/BV1cMEBzTEFD/
Corresponding folder: `03_MySQLMCPServerTest/03_streamableTransportTest`
- **07 高德地图MCP Server SSE+HTTP Connection Mode Full-Flow Practical Demonstration**
Already covered 12 major core service interfaces, providing full-scenario coverage of map services.
https://youtu.be/OLVHObhEP0U
https://www.bilibili.com/video/BV172E1zWEQw/
Corresponding folder: `04_AmapMCPServerTest`
## Beginner Series (Completed)
### Large Model Application Technology Development
Related video collections:
- **01 A Complete Overview of Large Model Entry Learning Path**
https://youtu.be/RKYKr3BABhc
https://www.bilibili.com/video/BV1YMfuYvEUQ/
Corresponding folder: `01_BasicIntro/01_AGI`
- **02 Introduction to AGI Knowledge System - Cognitive Sweeping Before Development**
https://youtu.be/NQE2dwH9WvE
https://www.bilibili.com/video/BV1t5dnYJE28/
Corresponding folder: `01_BasicIntro/02_`
- **03 Integrated Development Environment Setup - Preparation Work Before Development**
https://youtu.be/KyfGduq5d7w
https://www.bilibili.com/video/BV1nvdpYCE33/
Corresponding folder: `01_BasicIntro/03_`
- **04 Large Model LLM Interface Service Invocation Scheme**
https://youtu.be/mTrgVllUl7Y
https://www.bilibili.com/video/BV1BvduYKE75/
Corresponding folder: `01_BasicIntro/04_`
- **05 Prompt Engineering Intelligent Customer Service Recommendation Application Case Full-Flow Practical Operation**
Source code explanation LangChain+FastAPI, encapsulating the application into API interface services.
https://youtu.be/uPVwltdeTbk
https://www.bilibili.com/video/BV1L2doYPEAX/
Corresponding folder: `02_PromptEngineering/01_BasicDemoWithLangChain`
- **06 Prompt Engineering Traffic Package Recommendation Intelligent Customer Service Dialogue Quality Inspection Full-Flow Practical Operation**
Source code explanation Thought Chain CoT Self-Consistency.
https://youtu.be/i6BjUP29xxY
https://www.bilibili.com/video/BV1HZouY5EPs/
Corresponding folder: `02_PromptEngineering/02_BasicDemoWithLangChain`
- **07 Prompt Engineering 26 Effective Prompt Word Skills**
https://youtu.be/QEdhIQpo8HI
https://www.bilibili.com/video/BV11P5BzNEq3/
Corresponding folder: `02_PromptEngineering/03_26条有效的提示词技巧`
- **08 RAG Retrieval Enhanced Generation Health File Private Knowledge Base Construction and Retrieval Full-Flow Practical Operation**
Source code explanation LangChain+FastAPI, encapsulating the application into API interface services.
https://youtu.be/hTsiWAFEU2Q
https://www.bilibili.com/video/BV1nkLPzNEbP/
Corresponding folder: `03_RAG/01_RagDemoWithLangChain`
- **09 KAG Knowledge Enhanced Generation Latest V0.7 Version Product Mode Application Development Case Full-Flow Practical Operation**
https://youtu.be/ZN3BRjsPmic
https://www.bilibili.com/video/BV1ba51zFEpe/
Corresponding folder: `03_KAG/01_WebAppTest`
- **10 KAG Knowledge Enhanced Generation Latest V0.7 Version Developer Mode Application Development Case Full-Flow Practical Operation**
https://youtu.be/iFPMZmSlzKE
https://www.bilibili.com/video/BV1uP59znEhj/
Corresponding folder: `03_KAG/02_KagV7Test`
- **11 Agent Intelligent Body Intention Identification and Triage Intelligent Body Application Case Full-Flow Practical Operation**
LangGraph framework FastAPI framework CrewAI framework.
https://youtu.be/w44YGeDfHiw
https://www.bilibili.com/video/BV1hNL8zxEqb/
Corresponding folder: `04_Agent`
- **12 Fine-Tuning Large Model Micro-Tuning, Two Hours + Super Long Hard Core Dry Goods**
Closed-loop vertical application case, project source code analysis, detailed graphic manual, full-process practical demonstration.
https://youtu.be/A6Jl5zZbmGg
https://www.bilibili.com/video/BV15xLgzgEPc/
Corresponding folder: `05_FineTuning`
