{"id":7640,"date":"2026-03-12T11:23:04","date_gmt":"2026-03-12T03:23:04","guid":{"rendered":"https:\/\/www.riseton.com\/vip\/?p=7640"},"modified":"2026-03-12T11:23:04","modified_gmt":"2026-03-12T03:23:04","slug":"ai%e5%95%86%e4%b8%9a%e7%bc%96%e7%a8%8b%e6%99%ba%e8%83%bd%e4%bd%93%e5%bc%80%e5%8f%91%e8%af%be%ef%bc%9a%e6%8e%8c%e6%8f%a1langchainlanggraph%e6%9e%84%e5%bb%ba%e5%a4%9a%e6%99%ba%e8%83%bd%e4%bd%93","status":"publish","type":"post","link":"https:\/\/www.riseton.com\/vip\/7640.html","title":{"rendered":"AI\u5546\u4e1a\u7f16\u7a0b\u667a\u80fd\u4f53\u5f00\u53d1\u8bfe\uff1a\u638c\u63e1LangChain+LangGraph\u6784\u5efa\u591a\u667a\u80fd\u4f53\u534f\u540c\u67b6\u6784\u7684\u6838\u5fc3\u80fd\u529b"},"content":{"rendered":"<p>\u8bfe\u7a0b\u7b80\u4ecb<\/p>\n<p>\u672c\u8bfe\u7a0b\u662f\u4e00\u5957\u4ece0\u52301\u6253\u9020\u5546\u4e1a\u7ea7AI\u7f16\u7a0b\u667a\u80fd\u4f53\u7684\u5168\u6808\u5f00\u53d1\u5b9e\u6218\u4f53\u7cfb\u3002\u8bfe\u7a0b\u4ee5LangChain+LangGraph\u4e3a\u6838\u5fc3\u6846\u67b6\uff0c\u6df1\u5165\u8bb2\u89e3MCP\u534f\u8bae\u670d\u52a1\u642d\u5efa\u300120+\u79c1\u6709\u5316\u5de5\u5177\u5f00\u53d1\uff08\u6d4f\u89c8\u5668\u63a7\u5236\u3001\u7ec8\u7aef\u81ea\u52a8\u5316\u3001\u6570\u636e\u5e93\u64cd\u4f5c\u7b49\uff09\u3001\u591a\u667a\u80fd\u4f53\u534f\u540c\u67b6\u6784\u8bbe\u8ba1\u3001RAG\u77e5\u8bc6\u5e93\u4e0e\u81ea\u5b66\u4e60\u673a\u5236\u3001Lima+Docker\u6c99\u76d2\u73af\u5883\u6784\u5efa\u7b49\u6838\u5fc3\u6280\u672f\u3002\u901a\u8fc7\u201c\u5c0f\u6155\u4e66\u57ce\u201d\u524d\u540e\u7aef\u5168\u6d41\u7a0b\u5b9e\u6218\u9879\u76ee\uff0c\u7efc\u5408\u8fd0\u7528AI Agent+MCP+\u81ea\u5efa\u5de5\u5177+\u5bb9\u5668\u5316\u6280\u672f\uff0c\u5b9e\u73b0\u4ece\u9700\u6c42\u5206\u6790\u3001\u81ea\u52a8\u7f16\u7801\u5230\u524d\u540e\u7aef\u53d1\u5e03\u7684\u5168\u81ea\u52a8\u5316\u5f00\u53d1\u6d41\u7a0b\u3002\u8bfe\u7a0b\u6db5\u76d6Cursor\u3001\u901a\u4e49\u7075\u7801\u7b49AI\u7f16\u7a0b\u5de5\u5177\u5e94\u7528\uff0c\u5e2e\u52a9\u5b66\u5458\u638c\u63e1\u5546\u4e1a\u7ea7\u590d\u6742\u7f16\u7a0bAgent\u7684\u5f00\u53d1\u5168\u6d41\u7a0b\uff0c\u62a2\u5360AI\u81ea\u52a8\u5316\u5f00\u53d1\u6280\u672f\u9ad8\u5730\u3002<\/p>\n<p><img decoding=\"async\"  class=\"aligncenter\" title=\"AI\u5546\u4e1a\u7f16\u7a0b\u667a\u80fd\u4f53\u5f00\u53d1\u8bfe\uff1a\u638c\u63e1LangChain+LangGraph\u6784\u5efa\u591a\u667a\u80fd\u4f53\u534f\u540c\u67b6\u6784\u7684\u6838\u5fc3\u80fd\u529b-1\" src=\"https:\/\/www.riseton.com\/vip\/wp-content\/uploads\/2026\/03\/2026031287qf6.jpeg\" alt=\"AI\u5546\u4e1a\u7f16\u7a0b\u667a\u80fd\u4f53\u5f00\u53d1\u8bfe\uff1a\u638c\u63e1LangChain+LangGraph\u6784\u5efa\u591a\u667a\u80fd\u4f53\u534f\u540c\u67b6\u6784\u7684\u6838\u5fc3\u80fd\u529b-1\" \/ class=\"aligncenter\"><\/p>\n<p>\u9002\u5408\u4eba\u7fa4<\/p>\n<p>1. \u60f3\u7cfb\u7edf\u638c\u63e1AI Agent\u5f00\u53d1\u6280\u672f\u7684\u7a0b\u5e8f\u5458\u3001\u67b6\u6784\u5e08\u3002<\/p>\n<p>2. \u5e0c\u671b\u7528AI\u7f16\u7a0b\u667a\u80fd\u4f53\u63d0\u5347\u5f00\u53d1\u6548\u7387\u7684\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u3002<\/p>\n<p>3. \u5bf9LangChain\u3001MCP\u3001\u591a\u667a\u80fd\u4f53\u67b6\u6784\u611f\u5174\u8da3\u7684\u6280\u672f\u63a2\u7d22\u8005\u3002<\/p>\n<p>4. \u60f3\u6253\u9020\u5546\u4e1a\u7ea7AI\u5e94\u7528\u3001\u62a2\u5360\u6280\u672f\u7ea2\u5229\u7684\u521b\u4e1a\u8005\u3002<\/p>\n<p>\u5b66\u4e60\u6536\u83b7<\/p>\n<p>1. \u638c\u63e1LangChain+LangGraph\u6784\u5efa\u591a\u667a\u80fd\u4f53\u534f\u540c\u67b6\u6784\u7684\u6838\u5fc3\u80fd\u529b\u3002<\/p>\n<p>2. \u7cbe\u901aMCP\u534f\u8bae\u5f00\u53d1\uff0c\u5b9e\u73b020+\u79c1\u6709\u5316\u5de5\u5177\uff08\u7ec8\u7aef\u3001\u6d4f\u89c8\u5668\u3001\u6570\u636e\u5e93\uff09\u7684\u5c01\u88c5\u4e0e\u96c6\u6210\u3002<\/p>\n<p>3. \u5b66\u4f1aLima+Docker\u6c99\u76d2\u73af\u5883\u642d\u5efa\uff0c\u89e3\u51b3AI\u7f16\u7a0b\u7684\u81ea\u52a8\u5316\u53d1\u5e03\u75db\u70b9\u3002<\/p>\n<p>4. \u72ec\u7acb\u5f00\u53d1\u5546\u4e1a\u7ea7AI\u7f16\u7a0b\u667a\u80fd\u4f53\uff0c\u5177\u5907\u81ea\u52a8\u5206\u6790\u9700\u6c42\u3001\u81ea\u52a8\u7f16\u7801\u3001\u81ea\u52a8\u90e8\u7f72\u7684\u5168\u6808\u80fd\u529b\u3002<\/p>\n<p>\u8bfe\u7a0b\u76ee\u5f55<\/p>\n<p>\u251c\u2500\u2500 1.\u89c6\u9891<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c1\u7ae0 \u8bfe\u7a0b\u7b80\u4ecb<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 1-1 \u5bfc\u5b66\uff1a\u4ec0\u4e48\u662fAI Agent\uff0c\u5982\u4f55\u66f4\u597d\u5730\u5b66\u4e60AI Agent\uff1f.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 1-2 2025\u5e746\u67089\u65e5-15\u65e5\u8bfe\u7a0b\u7b54\u7591\u548c\u6307\u5bfc.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c2\u7ae0 \u667a\u80fd\u4f53\u5fc5\u5b66\u5fc5\u4f1a\u7684\u90a3\u4e9b\u4e8b\u4e00AI\u667a\u80fd\u4f53\u7684\u57fa\u7840\u6982\u5ff5\u548c\u6280\u672f\u67b6\u6784<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 2-1 \u4ec0\u4e48\u662f\u667a\u80fd\u4f53\uff1f\u5e38\u89c1\u7684AI\u667a\u80fd\u4f53\u80fd\u529b\u5c55\u793a.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 2-2 \u4e3b\u6d41\u667a\u80fd\u4f53\u4ea7\u54c1\u4ecb\u7ecd\u548c\u6548\u679c\u5bf9\u6bd4\uff08DeepResearch\u3001Manus\u3001GLM\u6c89\u601d\u3001\u901a\u4e49\u5343\u95ee\uff09.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 2-3 \u667a\u80fd\u4f53\u7684\u6838\u5fc3\u7279\u6027\uff1a\u81ea\u4e3b\u6027\u3001\u9002\u5e94\u6027\u3001\u4ea4\u4e92\u6027.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 2-4 \u667a\u80fd\u4f53\u548c\u5927\u6a21\u578b\u7684\u533a\u522b.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 2-5 \u667a\u80fd\u4f535\u7ea7\u5206\u5c42\u53ca\u5546\u4e1a\u5e94\u7528.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 2-6 \u667a\u80fd\u4f53\u6280\u672f\u67b6\u6784\u8bb2\u89e3\u2014\u2014Langgraph+LLM+Tools+MCP+RAG.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 2-7 \u672c\u7ae0\u77e5\u8bc6\u603b\u7ed3\u548c\u56de\u987e.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c3\u7ae0 AI\u667a\u80fd\u4f53\u5f00\u53d1\u4e4b\u5927\u6a21\u578b\u8c03\u7528 (AI Agent\u7684 \u5927\u6a21\u578b\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 3-1 python\u591a\u7248\u672c\u7ba1\u7406\u5de5\u5177anaconda\u4f7f\u7528\u65b9\u6cd5.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 3-2 python\u9879\u76ee\u7ba1\u7406\u5de5\u5177uv\u5b89\u88c5\u548c\u5e94\u7528.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 3-3 \u667a\u80fd\u4f53\u5f00\u53d1\u6d41\u7a0b&amp;Ollama\u672c\u5730\u5927\u6a21\u578b\u90e8\u7f72.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 3-4 \u4f7f\u7528langchain-ollama\u5e93\u8c03\u7528\u672c\u5730\u5927\u6a21\u578b.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 3-5 ollama\u5927\u6a21\u578b\u7684\u6d41\u5f0f\u8c03\u7528.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 3-6 \u963f\u91cc\u4e91\u767e\u70bc\u5e73\u53f0\u5927\u6a21\u578b\u8c03\u7528.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 3-7 \u767e\u70bc\u5e73\u53f0\u63a8\u7406\u5927\u6a21\u578b\u8c03\u7528.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 3-8 LangChain\u6846\u67b6\u57fa\u672c\u7279\u6027\u548c\u6982\u5ff5\u4ecb\u7ecd.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 3-9 \u672c\u7ae0\u91cd\u70b9\u5185\u5bb9\u56de\u987e\u548c\u590d\u4e60.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c4\u7ae0 AI\u667a\u80fd\u4f53\u5f00\u53d1\u4e4bLangChain\u5927\u6a21\u578b\u5de5\u5177\u5f00\u53d1 (Agent\u5de5\u5177\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 4-1 langchain_openai\u5b9e\u4f8b\u5316qwen\u5927\u6a21\u578b+pydantic SecretStr\u52a0\u5bc6api_key.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 4-2 \u63d0\u793a\u8bcd\u6a21\u677f\u4e4b\u6587\u672c\u63d0\u793a\u8bcdPromptTemplate.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 4-3 \u5bf9\u8bdd\u63d0\u793a\u8bcd\u6a21\u677fChatPromptTemplate\u7528\u6cd5.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 4-4 ChatPromptTemplate+ChatMessagePromptTemplate\u8054\u5408\u5b9e\u73b0\u5bf9\u63d0\u793a\u8bcd+\u6d88\u606f\u4f53\u7684\u62bd\u8c61\u548c\u590d\u7528.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 4-5 FewShotPromptTemplate\u901a\u8fc7\u63d0\u793a\u8bcd\u5b9e\u73b0\u5927\u6a21\u578b\u5c11\u6837\u672c\u5b66\u4e60.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 4-6 \u63d0\u793a\u8bcd\u6a21\u677f\u5bf9\u6bd4\u53ca\u573a\u666f\u5206\u6790+\u94fe\u5f0f\u8c03\u7528\u5927\u6a21\u578b.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 4-7 \u5927\u6a21\u578b\u8c03\u7528\u81ea\u5b9a\u4e49\u5de5\u5177\u5168\u6d41\u7a0b\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 4-8 tool\u88c5\u9970\u5668\u6ce8\u518c\u5de5\u5177+args_schema\u7cbe\u786e\u63a7\u5236\u5de5\u5177\u5165\u53c2.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 4-9 \u672c\u7ae0\u91cd\u70b9\u5185\u5bb9\u56de\u987e\u548c\u590d\u4e60.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c5\u7ae0 AI\u667a\u80fd\u4f53\u5f00\u53d1\u4e4b\u5185\u7f6e\u5de5\u5177\u8c03\u7528+\u8fd4\u56de\u4f53\u63a7\u5236\u80fd\u529b(Agent\u7684\u667a\u80fd\u4f53\u6574\u5408\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 5-1 \u4f7f\u7528langchain.agents\u5e93\u5feb\u901f\u5b8c\u6210\u667a\u80fd\u4f53\u521b\u5efa\u548c\u8c03\u7528.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 5-2 \u5e94\u7528JsonOutputParser\u89c4\u8303\u667a\u80fd\u4f53\u8fd4\u56de\u503c.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 5-3 PythonPerl\u57fa\u672c\u7528\u6cd5\u4ecb\u7ecd.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 5-4 \u5229\u7528PythonPerlTool\u81ea\u52a8\u7f16\u5199\u4f01\u4e1a\u5b98\u7f51.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 5-5 \u667a\u80fd\u4f53\u4f01\u4e1a\u5b98\u7f51\u63d0\u793a\u8bcd\u4fee\u6539\u548c\u4f18\u5316.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 5-6 langchain\u57fa\u7840\u89e3\u6790\u5668\u8bb2\u89e3\u2014\u2014\u7cbe\u51c6\u63a7\u5236\u5927\u6a21\u578b\u54cd\u5e94\u7ed3\u679c.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 5-7 langchain DateOutputParser\u5b9e\u73b0\u5c06\u81ea\u7136\u8bed\u8a00\u8f6c\u4e3a\u65e5\u671f\u683c\u5f0f.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 5-8 \u672c\u7ae0\u91cd\u70b9\u5185\u5bb9\u56de\u987e\u548c\u590d\u4e60.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c6\u7ae0 AI\u667a\u80fd\u4f53\u5f00\u53d1\u4e4b\u6df1\u5165MCP\u534f\u8bae(AI Agent \u7684\u5916\u90e8\u5de5\u5177\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 6-1 \u672c\u7ae0\u5185\u5bb9\u6982\u89c8\u2014\u2014\u8d70\u8fd1MCP.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 6-2 \u5f7b\u5e95\u641e\u61c2MCP\u7684\u539f\u7406\u548c\u53d1\u5c55\u73b0\u72b6.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 6-3 \u9ad8\u5fb7MCP\u670d\u52a1\u63a5\u5165\u539f\u7406\u8bb2\u89e3.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 6-4 \u4f7f\u7528langchain_mcp_adatpers\u521b\u5efa\u9ad8\u5fb7MCP\u5ba2\u6237\u7aef.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 6-5 \u7ed3\u5408\u9ad8\u5fb7MCP\u4f7f\u667a\u80fd\u4f53\u5177\u5907\u4f4d\u7f6e\u670d\u52a1\u80fd\u529b.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 6-6 \u57fa\u4e8e\u9ad8\u5fb7MCP\u7684\u590d\u6742\u8def\u5f84\u89c4\u5212+\u53ef\u89c6\u5316\u5c55\u793a.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 6-7 MCP\u901a\u8baf\u534f\u8bae\u4e4bstdio\u2014\u2014\u5b9e\u73b0\u672c\u5730MCP\u670d\u52a1\u7aef+\u5ba2\u6237\u7aef.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 6-8 \u672c\u7ae0\u91cd\u70b9\u5185\u5bb9\u56de\u987e\u548c\u590d\u4e60.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c7\u7ae0 AI\u667a\u80fd\u4f53\u5f00\u53d1\u4e4bCursor+MCP\u63a5\u5165(AI Agent \u7684\u667a\u80fd\u5316\u5de5\u5177)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 7-1 \u672c\u7ae0\u5185\u5bb9\u6982\u89c8+Node\u73af\u5883\u642d\u5efa.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 7-2 LangChain+MCP\u8bfb\u53d6Playwright\u5de5\u5177.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 7-3 LangGraph+create_react_agent\u521b\u5efa\u667a\u80fd\u4f53\u8fd0\u884cPlaywright\u5de5\u5177.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 7-4 Playwright\u5de5\u5177\u6267\u884c\u6d41\u7a0b\u5206\u6790+\u65e5\u5fd7\u7ed3\u6784\u5316\u8f93\u51fa.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 7-5 Cursor\u4e0b\u8f7d\u3001\u5b89\u88c5\u5e76\u63a5\u5165Playwright MCP\u670d\u52a1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 7-6 Cursor+\u9ad8\u5fb7MCP\u670d\u52a1\u5236\u5b9a\u65c5\u884c\u8ba1\u5212.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 7-7 Cursor+Github MCP\u670d\u52a1\u96c6\u6210.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 7-8 \u5c0f\u9879\u76ee\uff1aCursor+Github MCP\u4e8c\u6b21\u5f00\u53d1vue-element-admin\u9879\u76ee.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 7-9 LangGraph agent\u63a5\u5165Github MCP\u670d\u52a1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 7-10 \u672c\u7ae0\u91cd\u70b9\u5185\u5bb9\u56de\u987e\u548c\u590d\u4e60.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c8\u7ae0 AI\u7f16\u7a0b\u667a\u80fd\u4f53\u9879\u76ee\u89c4\u5212+\u591a\u8f6e\u5bf9\u8bdd\u80fd\u529b\u5b9e\u73b0(AI Agent\u7684\u591a\u8f6e\u5bf9\u8bdd\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 8-1 \u9879\u76ee\u76ee\u6807\u53ca\u6574\u4f53\u67b6\u6784\u8bbe\u8ba1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 8-2 \u591a\u8f6e\u5bf9\u8bdd\u80fd\u529b\u539f\u7406\u4ecb\u7ecd.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 8-3 \u591a\u8f6e\u5bf9\u8bddLCLE\u521b\u5efa.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 8-4 \u4f7f\u7528\u5bf9\u8bdd\u5386\u53f2\u7c7bChatMessageHistory\u89e3\u51b3\u5386\u53f2\u5bf9\u8bdd\u6ce8\u5165\u95ee\u9898.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 8-5 \u57fa\u4e8eRunnableWithMessageHistory\u6784\u5efa\u591a\u8f6e\u5bf9\u8bddRunnable\u5b9e\u4f8b.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 8-6 \u591a\u8f6e\u5bf9\u8bdd\u4ea4\u4e92\u5b9e\u73b0.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 8-7 \u4f7f\u7528FileChatMessageHistory\u5b9e\u73b0\u4f1a\u8bdd\u6301\u4e45\u5316.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 8-8 \u5c06agent\u96c6\u6210\u5230\u591a\u8f6e\u5bf9\u8bdd.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 8-9 LangChain\u6838\u5fc3\u7ec4\u4ef6Runnables\u4ecb\u7ecd.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 8-10 Runnables\u7ec4\u4ef6\u6838\u5fc3\u529f\u80fd\u6f14\u793a.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 8-11 \u672c\u7ae0\u91cd\u70b9\u5185\u5bb9\u56de\u987e\u548c\u590d\u4e60.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c9\u7ae0 AI\u7f16\u7a0b\u667a\u80fd\u4f53\u8bb0\u5fc6\u80fd\u529b\u5b9e\u73b0(AI Agent\u7684\u8bb0\u5fc6\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 9-1 \u672c\u7ae0\u5185\u5bb9\u6982\u89c8+Agent\u5185\u5b58\u8bb0\u5fc6\u80fd\u529b\u5b9e\u73b0.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 9-2 Windows&amp;MacOS Redis\u73af\u5883\u642d\u5efa.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 9-3 \u8fd0\u7528RedisSaver\u5b9e\u73b0Agent\u4f1a\u8bdd\u6301\u4e45\u5316.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 9-4 MongoDB\u73af\u5883\u642d\u5efa&amp;MongoDB\u6301\u4e45\u5316\u5b9e\u73b0.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 9-5 \u6587\u4ef6\u6301\u4e45\u5316\u539f\u7406\u8bb2\u89e3+\u624b\u5199FileSaver\u5b9e\u4f8b\u5316.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 9-6 \u6587\u4ef6\u6301\u4e45\u5316FileSaver\u5b58\u50a8\u65b9\u6cd5put\u5b9e\u73b0.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 9-7 \u6587\u4ef6\u6301\u4e45\u5316FileSaver\u6062\u590d\u65b9\u6cd5get_tuple\u5b9e\u73b0.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 9-8 \u57fa\u4e8eFileSaver\u7684agent\u591a\u8f6e\u5bf9\u8bdd\u80fd\u529b\u5b9e\u73b0.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 9-9 \uff08\u52a0\u9910\uff09\u4f7f\u7528Docker\u5b89\u88c5redis\u670d\u52a1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 9-10 \uff08\u52a0\u9910\uff09\u4f7f\u7528Docker\u5b89\u88c5mongodb\u670d\u52a1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 9-11 \uff08\u52a0\u9910\uff09mongosh\u547d\u4ee4\u884c\u5de5\u5177\u5b89\u88c5\u548c\u4f7f\u7528.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 9-12 \u672c\u7ae0\u91cd\u70b9\u5185\u5bb9\u56de\u987e\u548c\u590d\u4e60.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c10\u7ae0 AI\u7f16\u7a0b\u667a\u80fd\u4f53\u5f00\u53d1\u4e4b\u7ec8\u7aef\u63a7\u5236\u5de5\u5177\u5f00\u53d1( AI Agent\u7684\u7ec8\u7aef\u63a7\u5236\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 10-1 \u672c\u7ae0\u5185\u5bb9\u6982\u89c8+subprocess run\u65b9\u6cd5\u8bb2\u89e3.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 10-2 subprocess Popen\u65b9\u6cd5\u5b9e\u6218.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 10-3 mcp\u5de5\u5177\u5c01\u88c5+agent\u96c6\u6210shell mcp\u5de5\u5177.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 10-4 \u667a\u80fd\u4f53\u6d41\u5931\u8f93\u51fa+\u8f93\u51fa\u7ed3\u679c\u89c6\u89c9\u4f18\u5316.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 10-5 MacOS\u7ec8\u7aef\u5de5\u5177\u539f\u7406\u4ecb\u7ecd+\u5173\u95ed\u7ec8\u7aef\u5de5\u5177\u5f00\u53d18.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 10-6 \u7ec8\u7aef\u65b0\u589e\u5de5\u5177\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 10-7 \u5b9e\u73b0\u5411\u7ec8\u7aef\u8f93\u5165\u811a\u672c\u547d\u4ee4+\u83b7\u53d6\u7ec8\u7aef\u5168\u90e8\u4fe1\u606f.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 10-8 \u4f7f\u7528Cursor\u5c01\u88c5\u7ec8\u7aefmcp\u5de5\u5177.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 10-9 windows\u5229\u7528psutil+pyautogui\u5f00\u53d1powershell\u63a7\u5236\u5de5\u5177_\u6155\u8bfe\u7f51 2025-08-01 18_15.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 10-10 \u672c\u7ae0\u91cd\u70b9\u5185\u5bb9\u56de\u987e\u548c\u590d\u4e60.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c11\u7ae0 AI\u7f16\u7a0b\u667a\u80fd\u4f53\u5f00\u53d1\u4e4b\u77e5\u8bc6\u5e93\u5f00\u53d1(AI Agent\u7684\u77e5\u8bc6\u5b66\u4e60\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 11-1 \u672c\u7ae0\u5185\u5bb9\u6982\u89c8+\u5229\u7528\u63d0\u793a\u8bcd\u4f18\u5316\u5927\u6a21\u578b\u6307\u4ee4\u9075\u5faa\u95ee\u9898.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 11-2 \u901a\u8fc7\u963f\u91cc\u4e91\u767e\u70bc\u5b8c\u6210\u77e5\u8bc6\u5e93\u521b\u5efa.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 11-3 \u963f\u91cc\u4e91\u767e\u70bcSDK\u63a5\u5165\u548c\u77e5\u8bc6\u5e93\u67e5\u8be2.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 11-4 RAG\u77e5\u8bc6\u67e5\u8be2\u65b9\u6cd5\u5c01\u88c5+MCP\u5de5\u5177\u96c6\u6210.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 11-5 RAG MCP\u5de5\u5177\u96c6\u6210.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 11-6 \u901a\u8fc7\u77e5\u8bc6\u5e93\u89e3\u51b3\u667a\u80fd\u4f53\u521b\u5efaVue\u9879\u76ee\u7684\u65b9\u6848\u95ee\u9898.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 11-7 \u5f00\u53d1Terminal\u53d1\u9001\u6309\u952e\u5de5\u5177\u89e3\u51b3\u547d\u4ee4\u884c\u4ea4\u4e92.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 11-8 \u4f18\u5316\u77e5\u8bc6\u5e93\u5185\u5bb9\u89e3\u51b3\u667a\u80fd\u4f53\u7684\u4efb\u52a1\u89c4\u5212\u95ee\u9898.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 11-9 \u672c\u7ae0\u91cd\u70b9\u5185\u5bb9\u56de\u987e\u548c\u590d\u4e60.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c12\u7ae0 AI\u7f16\u7a0b\u667a\u80fd\u4f53\u5f00\u53d1\u4e4bRAG\u81ea\u5b66\u4e60\u673a\u5236(AI Agent\u7684\u81ea\u4e3b\u5b66\u4e60\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 12-1 \u672c\u7ae0\u5185\u5bb9\u6982\u89c8+\u767e\u70bcSDK\u4e0a\u4f20\u77e5\u8bc6\u6587\u4ef6\u6d41\u7a0b\u5206\u6790.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 12-2 \u767e\u70bcSDK\u83b7\u53d6\u6587\u4ef6\u4e0a\u4f20\u79df\u7ea6\u4ee3\u7801\u5b9e\u73b0.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 12-3 \u767e\u70bcSDK\u4e0a\u4f20\u6587\u4ef6\u81f3\u6570\u636e\u4e2d\u5fc3\u4ee3\u7801\u5b9e\u73b0.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 12-4 \u6dfb\u52a0\u6570\u636e\u4e2d\u5fc3\u6587\u4ef6\u81f3\u6307\u5b9a\u5206\u7c7b\u4ee3\u7801\u5b9e\u73b0.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 12-5 \u6587\u4ef6\u4e0a\u4f20\u72b6\u6001\u67e5\u8be2&amp;\u4e0a\u4f20\u6587\u4ef6\u4ee3\u7801\u5c01\u88c5.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 12-6 \u521b\u5efa\u767e\u70bc\u77e5\u8bc6\u5e93API\u63a5\u5165.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 12-7 \u63d0\u4ea4\u5411\u91cf\u5316\u4efb\u52a1\u5e76\u67e5\u8be2\u4efb\u52a1\u6267\u884c\u72b6\u6001.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 12-8 \u5de5\u4f5c\u7a7a\u95f4\u77e5\u8bc6\u5e93\u67e5\u8be2+\u8ffd\u52a0\u5411\u91cf\u5316\u4efb\u52a1API\u63a5\u5165.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 12-9 \u57fa\u4e8e\u767e\u70bc\u77e5\u8bc6\u5e93\u7684\u81ea\u5b66\u4e60MCP\u5de5\u5177\u5c01\u88c5.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 12-10 \u3010\u5b9e\u6218\u3011\u667a\u80fd\u4f53\u5b9e\u73b0\u81ea\u603b\u7ed3+\u81ea\u5b66\u4e60+\u81ea\u6c89\u6dc0\u77e5\u8bc6\u80fd\u529b.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 12-11 \u672c\u7ae0\u91cd\u70b9\u5185\u5bb9\u56de\u987e\u548c\u590d\u4e60.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c13\u7ae0 Al\u7f16\u7a0b\u667a\u80fd\u4f53\u5f00\u53d1\u4e4b\u6d4f\u89c8\u5668\u63a7\u5236\u5f00\u53d1(AI Agent\u7684\u6d4f\u89c8\u5668\u63a7\u5236\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 13-1 \u672c\u7ae0\u5185\u5bb9\u6982\u89c8+selenium\u542f\u52a8\u6d41\u7a0b\u4ecb\u7ecd.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 13-2 selenium\u5e38\u89c1\u5c5e\u6027\u548cAPI\u4ecb\u7ecd.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 13-3 \u57fa\u4e8eselenium\u7684baidu\u641c\u7d22\u5de5\u5177\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 13-4 \u767e\u5ea6\u641c\u7d22\u5de5\u5177\u7ffb\u9875\u529f\u80fd\u652f\u6301.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 13-5 \uff08\u9ad8\u80fd\uff09\u4f7f\u7528selenium+chromedriver\u63a7\u5236\u5df2\u7ecf\u6253\u5f00\u7684Chrome\u6d4f\u89c8\u5668.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 13-6 \uff08\u5212\u91cd\u70b9\uff09Chrome\u6d4f\u89c8\u5668\u591a\u6807\u7b7e\u9875\u63a7\u5236\u6280\u672f.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 13-7 \u5927\u6a21\u578b\u7ed3\u679c\u7626\u8eab\u4e4bhtml\u79fb\u9664\u65e0\u7528\u6807\u7b7e.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 13-8 \u79fb\u9664display none\u7684\u6807\u7b7e+\u79fb\u9664\u6240\u6709\u6ce8\u91ca.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 13-9 \u79fb\u51fa\u65e0\u7528\u5c5e\u6027\u4f7fhtml\u7626\u8eab5\u500d.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 13-10 \u7ed3\u5408\u6d4f\u89c8\u5668mcp\u5de5\u5177\u91cd\u65b0\u4f18\u5316\u7f16\u7a0b\u667a\u80fd\u4f53\uff0c\u51c6\u786e\u9ad8\u6548\u89e3\u51b3\u641c\u7d22\u95ee\u9898.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c14\u7ae0 Al\u7f16\u7a0b\u667a\u80fd\u4f53\u5f00\u53d1\u4e4b\u5b9e\u73b0Agent\u8fd0\u884c\u6c99\u76d2 (AI Agent\u7684\u6c99\u76d2\u8fd0\u884c\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-1 \u672c\u7ae0\u5185\u5bb9\u6982\u89c8+lima-vm\u865a\u62df\u673a\u5de5\u5177\u5b89\u88c5.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-2 lima\u865a\u62df\u673aNAT\u7f51\u7edc\u914d\u7f6e\uff081\uff09.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-3 lima\u865a\u62df\u673aNAT\u7f51\u7edc\u914d\u7f6e\uff082\uff09.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-4 lima\u865a\u62df\u673adocker nginx\u73af\u5883\u642d\u5efa+docker\u955c\u50cf\u6e90\u914d\u7f6e.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-5 docker-compose\u5b89\u88c5+nginx\u914d\u7f6e\u4f18\u5316\uff081\uff09.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-6 docker-compose\u5b89\u88c5+nginx\u914d\u7f6e\u4f18\u5316\uff082\uff09.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-7 \uff08\u91cd\u70b9\uff09docker nginx uploads\u76ee\u5f55\u914d\u7f6e+\u524d\u7aef\u53d1\u5e03\u539f\u7406\u8bb2\u89e3.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-8 \u5c01\u88c5limavm\u865a\u62df\u673a\u7684shell\u6267\u884c\u547d\u4ee4\u65b9\u6cd5\uff081\uff09.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-9 \u5c01\u88c5limavm\u865a\u62df\u673a\u7684shell\u6267\u884c\u547d\u4ee4\u65b9\u6cd5\uff082\uff09.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-10 limavm\u521b\u5efa\u6587\u4ef6\u5939\u548c\u67e5\u770b\u6587\u4ef6\u5939mcp\u5de5\u5177\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-11 limavm\u521b\u5efa\u6587\u4ef6\u5de5\u5177\u5f00\u53d1+\u667a\u80fd\u4f53\u81ea\u52a8\u7f16\u7801\u90e8\u7f72.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-12 \u4e0a\u4f20\u6587\u4ef6\u5939MCP\u5de5\u5177\u5f00\u53d1-\u514b\u9686\u672c\u5730\u6587\u4ef6\u76ee\u5f55\u7ed3\u6784.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 14-13 \u4e0a\u4f20\u6587\u4ef6\u5939MCP\u5de5\u5177\u5f00\u53d1-\u5b9e\u73b0\u6587\u4ef6\u4e0a\u4f20.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c15\u7ae0 AI\u7f16\u7a0b\u667a\u80fd\u4f53\u5f00\u53d1\u4e4b\u6570\u636e\u5e93\u5de5\u5177\u5f00\u53d1(AI Agent\u6570\u636e\u5e93\u64cd\u63a7\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 15-1 \u865a\u62df\u673aDocker\u73af\u5883\u4e0b\u642d\u5efaMySQL\u73af\u5883.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 15-2 MCP MySQL\u5de5\u5177\u521b\u5efa+\u901a\u7528\u67e5\u8be2\u65b9\u6cd5\u5c01\u88c5.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 15-3 MCP MySQL\u5217\u4e3e\u6570\u636e\u5e93\u548c\u6570\u636e\u8868\u5de5\u5177\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 15-4 MySQL MCP\u5de5\u5177\u4e0eAgent\u8fdb\u884c\u8fde\u63a5\u5b9e\u73b0AI\u63a7\u5236\u6570\u636e\u5e93.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 15-5 \u8fd4\u56de\u7ed3\u679c\u5c01\u88c5+\u67e5\u8be2\u8868\u7ed3\u6784\u5de5\u5177\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 15-6 \u6570\u636e\u5e93\u67e5\u8be2\u5de5\u5177\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 15-7 MySQL\u63d2\u5165\u6570\u636e\u5de5\u5177\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 15-8 MySQL\u66f4\u65b0\u6570\u636e\u5de5\u5177\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 15-9 MySQL \u5220\u9664\u6570\u636e\u5de5\u5177\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c16\u7ae0 Al\u7f16\u7a0b\u667a\u80fd\u4f53\u5f00\u53d1\u4e4bLangGraph\u591a\u667a\u80fd\u4f53\u67b6\u6784(AI Agent\u7684\u67b6\u6784\u80fd\u529b)<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 16-1 MySQL\u521b\u5efa\u6570\u636e\u5e93\u5de5\u5177\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 16-2 MySQL\u5efa\u8868\u5de5\u5177\u5f00\u53d1+\u667a\u80fd\u4f53\u5e94\u7528.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 16-3 MySQL\u6267\u884cSQL\u5de5\u5177\u5f00\u53d1+\u6570\u636e\u5e93Agent\u7684\u7efc\u5408\u8fd0\u7528.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 16-4 LangGraph\u57fa\u672c\u6982\u5ff5+\u6838\u5fc3\u4f18\u52bf+\u56fe\u6570\u636e\u7ed3\u6784\u4ecb\u7ecd.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 16-5 LangGraph\u6838\u5fc3\u6982\u5ff5\u548c\u8fd0\u884c\u673a\u5236\u8bb2\u89e3.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 16-6 LangGraph\u5165\u95e8\u6848\u4f8b\u4ee3\u7801\u6f14\u793a.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c17\u7ae0 AI\u7f16\u7a0b\u667a\u80fd\u4f53\u5f00\u53d1\u4e4b\u5b9e\u73b0\u4ee3\u7801\u8f85\u52a9\u5f00\u53d1\u80fd\u529b\uff08AI Agent\u7684\u8f85\u52a9\u7f16\u7a0b\u80fd\u529b\uff09<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 17-1 LangGraph\u5b9e\u6218\u6848\u4f8b\u4e4bLangGraph\u5de5\u4f5c\u6d41\u6784\u5efa+\u5bfc\u51fa\u56fe\u7247.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 17-2 LangGraph\u5de5\u4f5c\u6d41\u8fd0\u884c+\u63d0\u53d6\u5173\u952e\u8bcd\u8282\u70b9\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 17-3 LangGraph\u767e\u5ea6\u641c\u7d22+\u56de\u590d\u7528\u6237\u8282\u70b9\u5f00\u53d1+\u5de5\u4f5c\u6d41\u6574\u4f53\u4e32\u8054.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 17-4 MessagesState\u7c7b\u7ee7\u627f\u548c\u80fd\u529b\u6269\u5c55.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 17-5 LangGraph\u591a\u667a\u80fd\u4f53\u67b6\u6784\u4ecb\u7ecd.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 17-6 LangGraph\u6784\u5efaSupervisor\u67b6\u6784.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 17-7 Supervisor\u591a\u667a\u80fd\u4f53\u4fe1\u606f\u6253\u5370\u4f18\u5316.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c18\u7ae0 \u667a\u80fd\u4f53\u5b9e\u9645\u9879\u76ee\u4e2d\u843d\u5730\uff1a\u5c0f\u6155\u4e66\u57ce\u524d\u7aef\u9875\u9762\u81ea\u52a8\u5316\u5f00\u53d1\uff08\u524d\u7aef\u9879\u76ee\u5b9e\u6218\uff09<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 18-1 \u901a\u8fc7LangGraph Supervisor\u67b6\u6784\u642d\u5efa\u7f16\u7a0b\u667a\u80fd\u4f53.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 18-2 \u7f16\u7a0b\u667a\u80fd\u4f53\u8fd0\u884c+\u7b80\u5355\u7f16\u7a0b\u4efb\u52a1\u6267\u884c.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 18-3 \u57fa\u4e8evue3-element-admin\u9879\u76ee\u6a21\u677f\u521b\u5efa\u672c\u5730\u524d\u7aef\u9879\u76ee\uff08\u65b0\uff09.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 18-4 \u4f7f\u7528\u7ec8\u7aef\u5de5\u5177\u89e3\u51b3\u524d\u7aef\u8fd0\u884c\u62a5\u9519\uff08\u65b0\uff09.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 18-5 \u4f7f\u7528Agent\u5b8c\u6210\u83dc\u5355\u7684\u4fee\u6539\u548c\u5220\u9664.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 18-6 \u5c0f\u6155\u4e66\u57ce-\u56fe\u4e66\u7ba1\u7406\u83dc\u5355\u548c\u5217\u8868\u9875\u5f00\u53d1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 18-7 \u5c0f\u6155\u4e66\u57ce-\u4f7f\u7528Agent\u5f00\u53d1\u5c01\u9762\u3001\u94fe\u63a5\u3001\u7ffb\u9875\u7b49\u529f\u80fd.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 18-8 \u5c0f\u6155\u4e66\u57ce-\u4f7f\u7528Agent\u4fee\u590d\u91cd\u7f6e\u529f\u80fdbug+\u589e\u52a0\u65b0\u7b5b\u9009\u9879+\u6392\u5e8f\u529f\u80fd\u652f\u6301.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c19\u7ae0 \u667a\u80fd\u4f53\u5b9e\u9645\u9879\u76ee\u4e2d\u843d\u5730\uff1a\u5c0f\u6155\u4e66\u57ce\u540e\u7aefAPI\u4e0e\u6570\u636e\u5e93\u81ea\u52a8\u5316\u5f00\u53d1\uff08\u540e\u7aef\u9879\u76ee\u5b9e\u6218\uff09<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 19-1 \u4f7f\u7528\u81ea\u7814Agent\u5b8c\u6210\u9650\u5b9a\u6216\u81ea\u4e3b\u89c4\u5212\u7684\u6570\u636e\u5e93\u4efb\u52a1.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 19-2 \u901a\u8fc7Agent\u5b9e\u73b0\u6570\u636e\u5e93\u6d4b\u8bd5\u6570\u636e\u9020\u6570.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 19-3 \u4f7f\u7528Code Agent\u5b9e\u73b0\u540e\u7aef\u9879\u76ee\u521d\u59cb\u5316.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 19-4 \u901a\u8fc7\u667a\u80fd\u4f53\u5b9e\u73b0\u540e\u7aef\u6570\u636e\u5e93\u8fde\u63a5\u4ee3\u7801\u7f16\u5199.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 19-5 \u8ba9\u667a\u80fd\u4f53\u7f16\u5199\u6570\u636e\u5e93\u8fde\u63a5\u6d4b\u8bd5\u63a5\u53e3\u5e76\u63d0\u4f9bcurl\u8bed\u53e5.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 19-6 \u667a\u80fd\u4f53\u5feb\u901f\u5b8c\u6210\u63a5\u53e3CRUD\u4ee3\u7801\u53caBUG\u4fee\u590d.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 19-7 \u6269\u5c55\u67e5\u8be2\u63a5\u53e3\u652f\u6301\u7b5b\u9009\u3001\u6392\u5e8f\u548c\u7ffb\u9875\u529f\u80fd.mp4<\/p>\n<p>\u2502 \u251c\u2500\u2500 \u7b2c20\u7ae0 \u8bfe\u7a0b\u603b\u7ed3\u4e0e\u6280\u672f\u6574\u5408\u5c55\u671b<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 20-1 \u5927\u6a21\u578b\u5e94\u7528\u80fd\u529b\u56de\u987e.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 20-2 \u667a\u80fd\u4f53\u7684\u5de5\u5177\u80fd\u529b\u56de\u987e.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 20-3 \u667a\u80fd\u4f53\u7684MCP\u534f\u8bae+\u5de5\u5177\u80fd\u529b\u56de\u987e.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 20-4 \u667a\u80fd\u4f53\u7684\u591a\u8f6e\u5bf9\u8bdd+\u8bb0\u5fc6\u80fd\u529b\u56de\u987e.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 20-5 \u667a\u80fd\u4f53\u7684\u81ea\u7814MCP\u5de5\u5177\u56de\u987e.mp4<\/p>\n<p>\u2502 \u2502 \u251c\u2500\u2500 20-6 \u667a\u80fd\u4f53\u6280\u672f\u6574\u5408\u4e0e\u672a\u6765\u5546\u4e1a\u5e94\u7528\u5c55\u671b.mp4<\/p>\n<p>\u251c\u2500\u2500 2.\u8d44\u6599<\/p>\n<p>\u2502 \u251c\u2500\u2500 ai_agent_with_langchain-master.zip<\/p>\n\r\n            <div class=\"download-box mg-b\" id=\"download-box\" ref=\"downloadBox\">\r\n            <div>\r\n                \r\n                <div 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class=\"download-list\" v-cloak>\r\n                    <div v-for=\"(item,index) in list\" :class=\"'download-item b2-radius '+(item.current_user.can.allow ? 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                  <div class=\"download-rights-title\"><span v-text=\"item.name\"><\/span><a :href=\"item.view\" target=\"_blank\" class=\"download-view button empty text\" v-if=\"item.view\">\u67e5\u770b\u6f14\u793a<i class=\"b2font b2-arrow-right-s-line \"><\/i><\/a><\/div>\r\n                            <ul v-show=\"item.attrs.length >0\">\r\n                                <li v-for=\"attr in item.attrs\">\r\n                                    <span class=\"download-attr-name\">{{attr.name}}\uff1a<\/span>\r\n                                    <span v-html=\"attr.value\"><\/span>\r\n                                <\/li>\r\n                            <\/ul>\r\n                            <div class=\"download-current\">\r\n                                <span>\u60a8\u5f53\u524d\u7684\u7b49\u7ea7\u4e3a<\/span>\r\n                                <span v-if=\"item.current_user.lv.lv\" v-html=\"item.current_user.lv.lv.icon\"><\/span>\r\n                                <span v-if=\"item.current_user.lv.vip\" v-html=\"item.current_user.lv.vip.icon\"><\/span>\r\n                                <div class=\"\" v-if=\"!item.current_user.can.allow\">\r\n                                    <span v-if=\"item.current_user.can.type == 'login'\">\r\n                                    \u767b\u5f55\u540e\u514d\u8d39\u4e0b\u8f7d<a href=\"javascript:void(0)\" onclick=\"login.show = true;login.loginType = 1\">\u767b\u5f55<\/a>\r\n                                    <\/span>\r\n                                    <span v-else-if=\"item.current_user.lv.lv.lv == 'dark_room'\">\r\n                                    \u5c0f\u9ed1\u5c4b\u53cd\u601d\u4e2d\uff0c\u4e0d\u51c6\u4e0b\u8f7d\uff01\r\n                                    <\/span>\r\n                                    <span v-else-if=\"item.current_user.can.type == 'comment'\">\r\n                                    \u8bc4\u8bba\u540e\u5237\u65b0\u9875\u9762\u4e0b\u8f7d<a href=\"#respond\">\u8bc4\u8bba<\/a>\r\n                                    <\/span>\r\n                                    <span v-else-if=\"item.current_user.lv.lv.lv == 'guest' && !item.current_user.guest\">\r\n                                        <span v-show=\"list[index].rights[0].lv == 'all'\" v-cloak>\u652f\u4ed8<b><template v-if=\"item.current_user.can.type == 'credit'\"><i class=\"b2font b2-coin-line \"><\/i><\/template><template v-else>\uffe5<\/template><i v-html=\"list[index].current_user.can.value\"><\/i><\/b>\u4ee5\u540e\u4e0b\u8f7d<\/span>\r\n                                        \u8bf7\u5148<a href=\"javascript:void(0)\" onclick=\"login.show = true;login.loginType = 1\">\u767b\u5f55<\/a>\r\n                                    <\/span>\r\n                                    <span v-else-if=\"item.current_user.can.type == 'full'\" class=\"green\">\r\n                                        \u60a8\u4eca\u5929\u7684\u4e0b\u8f7d\u6b21\u6570\uff08<b v-text=\"item.current_user.can.total_count\"><\/b>\u6b21\uff09\u7528\u5b8c\u4e86\uff0c\u8bf7\u660e\u5929\u518d\u6765\r\n                                    <\/span>\r\n                                    <span v-else-if=\"item.current_user.can.type == 'credit'\">\r\n                                        \u652f\u4ed8\u79ef\u5206<b><i class=\"b2font b2-coin-line \"><\/i><i v-html=\"list[index].current_user.can.value\"><\/i><\/b>\u4ee5\u540e\u4e0b\u8f7d<a href=\"javascript:void(0)\" @click=\"credit(index)\">\u7acb\u5373\u652f\u4ed8<\/a>\r\n                                    <\/span>\r\n                                    <span v-else-if=\"item.current_user.can.type == 'money'\">\r\n                                        \u652f\u4ed8<b v-text=\"'\uffe5'+list[index].current_user.can.value\"><\/b>\u4ee5\u540e\u4e0b\u8f7d<a href=\"javascript:void(0)\" @click=\"pay(index)\">\u7acb\u5373\u652f\u4ed8<\/a>\r\n                                    <\/span>\r\n                                    \r\n                                    <span v-else>\r\n                                        \u60a8\u5f53\u524d\u7684\u7528\u6237\u7ec4\u4e0d\u5141\u8bb8\u4e0b\u8f7d<a href=\"https:\/\/www.riseton.com\/vip\/vips\" target=\"_blank\">\u5347\u7ea7\u4f1a\u5458<\/a>\r\n                                    <\/span>\r\n                                <\/div>\r\n                                <div class=\"\" v-else>\r\n                                    <span v-if=\"item.current_user.current_guest == 0 || item.current_user.can.free_down\" class=\"green\">\r\n                                        \u60a8\u5df2\u83b7\u5f97\u4e0b\u8f7d\u6743\u9650\r\n                                    <\/span>\r\n                                    <span class=\"green\" v-else>\r\n                                        \u60a8\u53ef\u4ee5\u6bcf\u5929\u4e0b\u8f7d\u8d44\u6e90<b v-text=\"item.current_user.can.total_count\"><\/b>\u6b21\uff0c\u4eca\u65e5\u5269\u4f59<b 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