{"id":525,"date":"2025-05-11T21:05:07","date_gmt":"2025-05-11T13:05:07","guid":{"rendered":"https:\/\/www.zackzzp.top\/?p=525"},"modified":"2025-05-22T17:54:39","modified_gmt":"2025-05-22T09:54:39","slug":"ai%e5%ad%a6%e4%b9%a0","status":"publish","type":"post","link":"http:\/\/www.zackzzp.top\/index.php\/2025\/05\/11\/ai%e5%ad%a6%e4%b9%a0\/","title":{"rendered":"AI\u5b66\u4e60"},"content":{"rendered":"<h1 id=\"ai\u76f8\u5173\u5b66\u4e60\">AI\u76f8\u5173\u5b66\u4e60<\/h1>\n<h2 id=\"ai\u57fa\u7840\u77e5\u8bc6\u5b66\u4e60\">AI\u57fa\u7840\u77e5\u8bc6\u5b66\u4e60<\/h2>\n<h3 id=\"ai\u6838\u5fc3\u6982\u5ff5\">AI\u6838\u5fc3\u6982\u5ff5<\/h3>\n<h4 id=\"\u6e29\u5ea6\">\u6e29\u5ea6<\/h4>\n<p>\u63cf\u8ff0\u5927\u6a21\u578b\u8f93\u51fa\u7684\u968f\u673a\u6027\uff0c\u6e29\u5ea6\u8d8a\u9ad8\uff0c\u8f93\u51fa\u8d8a\u968f\u673a\uff0c\u6e29\u5ea6\u8d8a\u4f4e\uff0c\u8f93\u51fa\u8d8a\u56fa\u5b9a\u4fdd\u5b88\u3002<\/p>\n<h4 id=\"prompt\u63d0\u793a\u8bcd\">Prompt\u63d0\u793a\u8bcd<\/h4>\n<p>\u8f93\u5165\u7ed9ai\u7684\u5185\u5bb9\u79f0\u4e3a\u63d0\u793a\u8bcd\uff0c\u5206\u4e3a\u7cfb\u7edf\u63d0\u793a\u8bcd\u548c\u7528\u6237\u63d0\u793a\u8bcd\uff0c\u7cfb\u7edf\u63d0\u793a\u8bcd\u6574\u4f53\u7ea6\u675fai\u7684\u8f93\u51fa\uff0c\u7528\u6237\u63d0\u793a\u8bcd\u4f1a\u968f\u7528\u968f\u8f93\u3002<\/p>\n<h4 id=\"token\">Token<\/h4>\n<p>token\u662f\u5927\u8bed\u8a00\u6a21\u578b\u5904\u7406\u6587\u672c\u7684\u57fa\u672c\u5355\u4f4d\uff0c\u53ef\u80fd\u662f\u5355\u8bcd\u6216\u6807\u70b9\u7b26\u53f7\u3002<\/p>\n<h4 id=\"\u6a21\u578b\u84b8\u998f\">\u6a21\u578b\u84b8\u998f<\/h4>\n<p>\u5c06\u590d\u6742\u5927\u6a21\u578b\u7684\u77e5\u8bc6\u8f6c\u79fb\u5230\u66f4\u5c0f\u6a21\u578b\uff0c\u4fdd\u6301\u6a21\u578b\u6027\u80fd\u7684\u540c\u65f6\uff0c\u51cf\u5c0f\u6a21\u578b\u4f53\u79ef\uff0c\u964d\u4f4e\u63a8\u7406\u6210\u672c\u3002<\/p>\n<h4 id=\"\u591a\u6a21\u6001\">\u591a\u6a21\u6001<\/h4>\n<p>\u4e00\u79cd\u5927\u6a21\u578b\u7c7b\u578b\uff0c\u53ef\u4ee5\u540c\u65f6\u7406\u89e3\u548c\u5904\u7406\u591a\u79cd\u7c7b\u578b\u7684\u4fe1\u606f\uff0c\u6bd4\u5982\u6587\u672c\uff0c\u56fe\u50cf\uff0c\u97f3\u9891\u548c\u89c6\u9891\uff0c\u5b9e\u73b0\u6587\u751f\u56fe\uff0c\u56fe\u751f\u6587\u3002<\/p>\n<h4 id=\"rag\">RAG<\/h4>\n<p>\u77e5\u8bc6\u68c0\u7d22\u589e\u5f3a\uff0c\u5927\u6a21\u578b\u7684\u4fe1\u606f\u4e0d\u51c6\u786e\u65f6\uff0c\u9700\u8981\u989d\u5916\u7684\u77e5\u8bc6\u4fe1\u606f\uff0cRAG\u5c31\u4f5c\u4e3a\u5927\u6a21\u578b\u7684\u989d\u5916\u8865\u5145\u77e5\u8bc6\u5e93<\/p>\n<h4 id=\"embedding\u5d4c\u5165\">Embedding\u5d4c\u5165<\/h4>\n<p>\u53ef\u4ee5\u8bf4\u662f\u5411\u91cf\u5316\uff0c\u5c06\u6587\u672c\uff0c\u56fe\u50cf\u7b49\u6570\u636e\u8f6c\u6362\u4e3a\u5411\u91cf\u8868\u793a\uff0c\u5e76\u5199\u5165\u5411\u91cf\u6570\u636e\u5e93\u4e2d\u3002<\/p>\n<h4 id=\"\u601d\u7ef4\u94fecot\u548creact\">\u601d\u7ef4\u94fe(CoT)\u548cReAct<\/h4>\n<p>\u601d\u7ef4\u94fe\uff08CoT\uff09\uff1a\u8ba9\u6a21\u578b\u8be6\u7ec6\u4ecb\u7ecd\u4e2d\u95f4\u6b65\u9aa4\u548c\u63a8\u7406\u8fc7\u7a0b\uff0c\u50cfDeepSeek\u7684\u6df1\u5ea6\u601d\u8003\u3002<\/p>\n<p>ReAcT\uff1a\u7ed3\u5408\u63a8\u7406\uff08Reason\uff09\u548c\u884c\u52a8\uff08Act\uff09\u7684AI\u5f00\u53d1\u8303\u5f0f\uff0c\u6a21\u578b\u5148\u601d\u8003\u95ee\u9898\uff0c\u63a8\u7406\u5206\u6790\u5e76\u63d0\u51fa\u884c\u52a8\u8ba1\u5212\uff0c\u7136\u540e\u6267\u884c\u884c\u52a8\uff0c\u518d\u57fa\u4e8e\u7ed3\u679c\u8fdb\u4e00\u6b65\u63a8\u7406\u3002<\/p>\n<h4 id=\"agentic-workflow\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\">Agentic WorkFlow\uff08\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\uff09<\/h4>\n<p>\u901a\u8fc7\u00b7\u89c4\u5212\u548c\u7f16\u6392\uff0c\u8ba9\u667a\u80fd\u4f53\u81ea\u7531\u642d\u914d\u529f\u80fd\uff0c\u81ea\u52a8\u5316\u5b9e\u73b0\u590d\u6742\u4efb\u52a1\uff0c\u7c7b\u4f3c\u53ef\u89c6\u5316\u7f16\u7a0b\u3002<\/p>\n<h4 id=\"mcp\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\">MCP\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae<\/h4>\n<p>\u5b9e\u73b0AI\u4e0e\u5916\u90e8\u5de5\u5177\u6216\u6570\u636e\u7684\u6807\u51c6\u5316\u4ea4\u4e92\u3002<\/p>\n<h3 id=\"ai\u5b9e\u7528\u5de5\u5177\">AI\u5b9e\u7528\u5de5\u5177<\/h3>\n<h4 id=\"\u65e5\u5e38\u95ee\u9898\u89e3\u51b3\u4e0e\u77e5\u8bc6\u641c\u7d22-ai\u5bf9\u8bdd\u5de5\u5177\">\u65e5\u5e38\u95ee\u9898\u89e3\u51b3\u4e0e\u77e5\u8bc6\u641c\u7d22-AI\u5bf9\u8bdd\u5de5\u5177<\/h4>\n<p>DeepSeek\uff0c\u8c46\u5305\uff0c\u5143\u5b9d\u7b49\u4e00\u4e9b\u5bf9\u8bdd\u6a21\u578b<\/p>\n<h4 id=\"\u5c0f\u9879\u76ee\u4e0e\u65b0\u9879\u76ee\u5f00\u53d1-cursor\">\u5c0f\u9879\u76ee\u4e0e\u65b0\u9879\u76ee\u5f00\u53d1-Cursor<\/h4>\n<p>\u62ffcursor\u751f\u6210\u7f51\u7ad9<\/p>\n<h4 id=\"\u8001\u9879\u76ee\u4e0e\u5927\u9879\u76ee\u7ef4\u62a4-ai-ide\u63d2\u4ef6\">\u8001\u9879\u76ee\u4e0e\u5927\u9879\u76ee\u7ef4\u62a4-AI IDE\u63d2\u4ef6<\/h4>\n<p>GodeGeex\uff0cJetBrains Assistant<\/p>\n<h4 id=\"\u5176\u4ed6\u5f00\u53d1\u573a\u666f\">\u5176\u4ed6\u5f00\u53d1\u573a\u666f<\/h4>\n<p>Chat2DB\uff0cPostMan\uff0cWrap AI\u63d0\u4ea4\u4ee3\u7801\u6216\u90e8\u7f72\u9879\u76ee<\/p>\n<h4 id=\"\u5199\u4f5c\u7c7b\u5de5\u5177\">\u5199\u4f5c\u7c7b\u5de5\u5177<\/h4>\n<p>\u8bed\u96c0\u00b7AI<\/p>\n<p>\u4f5c\u56fe \u8c46\u5305+Mermaid<\/p>\n<h3 id=\"ai\u7f16\u7a0b\u6280\u5de7\">AI\u7f16\u7a0b\u6280\u5de7<\/h3>\n<p>prompt\u4f18\u5316\uff0c\u590d\u6742\u9879\u76ee\u5206\u6a21\u5757\uff0c\u57fa\u4e8eLinux\u5f00\u53d1<\/p>\n<h3 id=\"ai\u7f16\u7a0b\u6280\u672f\">AI\u7f16\u7a0b\u6280\u672f<\/h3>\n<h4 id=\"ai\u5f00\u53d1\u6846\u67b6\">AI\u5f00\u53d1\u6846\u67b6<\/h4>\n<p>SpringAI\uff0cLangChain4j\uff0cLangGraph<\/p>\n<figure class=\"table-figure\">\n<table>\n<thead>\n<tr>\n<th>\u573a\u666f<\/th>\n<th>\u63a8\u8350\u6846\u67b6<\/th>\n<th>\u4f18\u52bf<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Java\u4f01\u4e1a\u5e94\u7528<\/td>\n<td>SpringAI<\/td>\n<td>\u65e0\u7f1d\u7ee7\u627fSpring\u751f\u6001<\/td>\n<\/tr>\n<tr>\n<td>\u667a\u80fd\u4f53\u5f00\u53d1<\/td>\n<td>LangChain4j<\/td>\n<td>\u5b8c\u6574Agnet\u5de5\u5177\u94fe<\/td>\n<\/tr>\n<tr>\n<td>\u590d\u6742\u5de5\u4f5c\u6d41<\/td>\n<td>LangGraph<\/td>\n<td>\u53ef\u89c6\u5316\u7f16\u6392<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<h4 id=\"ai\u96c6\u6210\">AI\u96c6\u6210<\/h4>\n<p>\u672c\u5730\u90e8\u7f72\uff08Ollama\u6846\u67b6\uff09\u6216\u8005AI\u4e91\u670d\u52a1<\/p>\n<h4 id=\"ai\u9886\u57df\u4e1a\u52a1\">AI\u9886\u57df\u4e1a\u52a1<\/h4>\n<h5 id=\"rag\u77e5\u8bc6\u5e93\">RAG\u77e5\u8bc6\u5e93<\/h5>\n<h5 id=\"\u591a\u6a21\u6001-2\">\u591a\u6a21\u6001<\/h5>\n<h5 id=\"mcp\u670d\u52a1\">MCP\u670d\u52a1<\/h5>\n<h5 id=\"react\u667a\u80fd\u4f53\">ReAct\u667a\u80fd\u4f53<\/h5>\n<h3 id=\"ai\u5de5\u5177\u94fe\">AI\u5de5\u5177\u94fe<\/h3>\n<h4 id=\"\u4f4e\u4ee3\u7801\u5e73\u53f0\">\u4f4e\u4ee3\u7801\u5e73\u53f0<\/h4>\n<h4 id=\"\u5de5\u5177\u5e93\">\u5de5\u5177\u5e93<\/h4>\n<h5 id=\"vercel-\u90e8\u7f72\u524d\u7aef\">Vercel \u90e8\u7f72\u524d\u7aef<\/h5>\n<h5 id=\"sealos-\u4e91\u539f\u751f\u5e94\u7528\u7ba1\u7406\">Sealos \u4e91\u539f\u751f\u5e94\u7528\u7ba1\u7406<\/h5>\n<h5 id=\"railway-docker\u90e8\u7f72\">Railway Docker\u90e8\u7f72<\/h5>\n<h2 id=\"ai\u5927\u6a21\u578b\u63a5\u5165\">AI\u5927\u6a21\u578b\u63a5\u5165<\/h2>\n<h3 id=\"\u5927\u6a21\u578b\u6982\u5ff5\">\u5927\u6a21\u578b\u6982\u5ff5<\/h3>\n<h4 id=\"\u6d8c\u73b0\">\u6d8c\u73b0<\/h4>\n<p>\u6a21\u578b\u53c2\u6570\u4e24\u548c\u8bad\u7ec3\u6570\u636e\u91cf\u7684\u589e\u52a0\uff0c\u6a21\u578b\u4f1a\u5c55\u73b0\u51fa\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u672a\u660e\u786e\u8d4b\u4e88\u7684\u65b0\u80fd\u529b\uff0c\u6bd4\u5982\u903b\u8f91\u63a8\u7406\uff0c\u4ee3\u7801\u7f16\u5199\uff0c\u591a\u6b65\u9aa4\u95ee\u9898\u89e3\u51b3\u3002<\/p>\n<h3 id=\"\u5927\u6a21\u578b\u5206\u7c7b\">\u5927\u6a21\u578b\u5206\u7c7b<\/h3>\n<h4 id=\"\u6309\u6a21\u6001\u5206\">\u6309\u6a21\u6001\u5206<\/h4>\n<p>\u5355\u6a21\u6001:\u5904\u7406\u5355\u4e00\u7c7b\u578b\u6570\u636e<\/p>\n<p>\u591a\u6a21\u6001\u6a21\u578b\uff1a\u5904\u7406\u591a\u79cd\u7c7b\u578b\u4fe1\u606f<\/p>\n<h4 id=\"\u6309\u5f00\u6e90\u6027\u5206\">\u6309\u5f00\u6e90\u6027\u5206<\/h4>\n<h5 id=\"\u95ed\u6e90\u6a21\u578b\u4e0d\u516c\u5f00\u6a21\u578b\u6743\u91cd\u548c\u8bad\u7ec3\u65b9\u6cd5\">\u95ed\u6e90\u6a21\u578b\uff1a\u4e0d\u516c\u5f00\u6a21\u578b\u6743\u91cd\u548c\u8bad\u7ec3\u65b9\u6cd5<\/h5>\n<p>GPT-4\uff0cClaude\uff0cGemini<\/p>\n<h5 id=\"\u5f00\u6e90\u6a21\u578b\u516c\u5f00\u6a21\u578b\u6743\u91cd\u5141\u8bb8\u4e0b\u8f7d\u548c\u81ea\u884c\u90e8\u7f72\">\u5f00\u6e90\u6a21\u578b\uff1a\u516c\u5f00\u6a21\u578b\u6743\u91cd\uff0c\u5141\u8bb8\u4e0b\u8f7d\u548c\u81ea\u884c\u90e8\u7f72<\/h5>\n<p>Llama\u7cfb\u5217\uff0cMistral\uff0cFalcon<\/p>\n<h4 id=\"\u6309\u89c4\u6a21\u5206\">\u6309\u89c4\u6a21\u5206<\/h4>\n<h5 id=\"\u8d85\u5927\u89c4\u6a21\u53c2\u6570\u7ea7\u522b\u5728\u5343\u4ebf\u548c\u6570\u4e07\u4ebf\">\u8d85\u5927\u89c4\u6a21\uff1a\u53c2\u6570\u7ea7\u522b\u5728\u5343\u4ebf\u548c\u6570\u4e07\u4ebf<\/h5>\n<p>GPT-4\uff0c\u80fd\u529b\u5f3a\u5927\uff0c\u4f46\u9700\u8981\u5927\u91cf\u8ba1\u7b97\u8d44\u6e90<\/p>\n<h5 id=\"\u4e2d\u5c0f\u89c4\u6a21\u7c7b\u578b\u53c2\u6570\u91cf\u5728\u51e0\u5341\u4ebf\u5230\u51e0\u767e\u4ebf\">\u4e2d\u5c0f\u89c4\u6a21\u7c7b\u578b\uff1a\u53c2\u6570\u91cf\u5728\u51e0\u5341\u4ebf\u5230\u51e0\u767e\u4ebf<\/h5>\n<p>llama3,Mistral 7B<\/p>\n<h4 id=\"\u6309\u7528\u9014\u5206\">\u6309\u7528\u9014\u5206<\/h4>\n<h5 id=\"\u901a\u7528\u6a21\u578b\u80fd\u5904\u7406\u5e7f\u6cdb\u4efb\u52a1\">\u901a\u7528\u6a21\u578b:\u80fd\u5904\u7406\u5e7f\u6cdb\u4efb\u52a1<\/h5>\n<p>GPT-4\uff0cCalude 3\uff0cGemini<\/p>\n<h5 id=\"\u7279\u5b9a\u9886\u57df\u6a21\u578b\">\u7279\u5b9a\u9886\u57df\u6a21\u578b<\/h5>\n<p>\u533b\u7597\uff1aMedPaLM2<\/p>\n<p>\u4ee3\u7801\uff1aCodeLlama\uff0cStarCoder<\/p>\n<p>\u79d1\u5b66\uff1aGalactica<\/p>\n<h2 id=\"\u5927\u6a21\u578b\u5f00\u53d1\u6d41\u7a0b\">\u5927\u6a21\u578b\u5f00\u53d1\u6d41\u7a0b<\/h2>\n<h3 id=\"ai\u57fa\u7840\u5f00\u53d1\u6d41\u7a0b\">AI\u57fa\u7840\u5f00\u53d1\u6d41\u7a0b<\/h3>\n<p><a href=\"https:\/\/www.picgo.net\/image\/image.XEgUzd\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/img.picgo.net\/2025\/05\/11\/image0ed8319ddf0c7474.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/img.picgo.net\/2025\/05\/11\/image0ed8319ddf0c7474.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"image\" \/><\/div><\/a><\/p>\n<h3 id=\"\u5982\u4f55\u5bf9\u6bd4\u548c\u9009\u62e9\u5927\u6a21\u578b\">\u5982\u4f55\u5bf9\u6bd4\u548c\u9009\u62e9\u5927\u6a21\u578b<\/h3>\n<figure class=\"table-figure\">\n<table>\n<thead>\n<tr>\n<th>\u7ef4\u5ea6\u7c7b\u522b<\/th>\n<th>\u5177\u4f53\u8bc4\u4f30\u70b9<\/th>\n<th>\u8bf4\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u529f\u80fd\u652f\u6301\u7ef4\u5ea6<\/td>\n<td>\u591a\u6a21\u6001\u80fd\u529b<\/td>\n<td>\u7eaf\u6587\u672c\u5904\u7406\uff0c\u56fe\u50cf\u7406\u89e3\uff08FPT-4V\uff0cGemini)\u97f3\u9891\/\u89c6\u9891\u5904\u7406\uff08GPT-4o)\u4ee3\u7801\u751f\u6210\u4e0e\u7406\u89e3\uff08CodeLlama\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u5de5\u5177\u4f7f\u7528\u80fd\u529b<\/td>\n<td>\u51fd\u6570\u8c03\u7528\u652f\u6301\uff0c\u5de5\u5177\u96c6\u6210\u80fd\u529b\uff0c\u5916\u90e8API\u8fde\u63a5\u80fd\u529b<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u4e0a\u4e0b\u95ee\u7a97\u53e3\u5927\u5c0f<\/td>\n<td>\u8f93\u5165\u4e0a\u4e0b\u95ee\u957f\u5ea6\uff084K\u81f3128Ktokens\uff09 \u957f\u6587\u6863\u7684\u5904\u7406\u80fd\u529b<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u6307\u4ee4\u9075\u5faa\u80fd\u529b<\/td>\n<td>\u590d\u6742\u6307\u4ee4\u5904\u7406\u80fd\u529b\uff0c\u591a\u6b65\u9aa4\u4efb\u52a1\u6267\u884c\u80fd\u529b\uff0c\u56de\u7b54\u683c\u5f0f\u63a7\u5236\u80fd\u529b<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u54cd\u5e94\u8d28\u91cf<\/td>\n<td>\u8f93\u51fa\u6d41\u7545\u6027\u4e0e\u8fde\u8d2f\u6027\uff0c\u56de\u7b54\u76f8\u5173\u6027\u4e0e\u6df1\u5ea6\uff0c\u8bed\u8a00\u8868\u8fbe\u81ea\u7136\u5ea6<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u77e5\u8bc6\u65f6\u6548\u6027<\/td>\n<td>\u77e5\u8bc6\u622a\u6b62\u65e5\u671f\uff0c\u66f4\u65b0\u9891\u7387<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u90e8\u7f72\u4e0e\u96c6\u6210\u7ef4\u5ea6<\/td>\n<td>\u90e8\u7f72\u65b9\u5f0f<\/td>\n<td>\u4e91Api\u670d\u52a1\uff0c\u672c\u5730\u90e8\u7f72\u53ef\u80fd\u6027\uff0c\u79c1\u6709\u4e91\u90e8\u7f72\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td>API\u63a5\u53e3<\/td>\n<td>\u63a5\u53e3\u7a33\u5b9a\u6027\u4e0e\u53ef\u9760\u6027\uff0cSDK\u652f\u6301\u60c5\u51b5\uff0c\u5f00\u53d1\u6846\u67b6\u96c6\u6210<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u5e76\u53d1\u5904\u7406\u80fd\u529b<\/td>\n<td>\u8bf7\u6c42\u541e\u5410\u91cf\uff0c\u5e76\u53d1\u8bf7\u6c42\u5904\u7406\u80fd\u529b\uff0c\u670d\u52a1\u6c34\u5e73\u534f\u8bae\uff08SLA\uff09\u4fdd\u969c<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u5546\u4e1a\u4e0e\u5408\u89c4\u7ef4\u5ea6<\/td>\n<td>\u6210\u672c\u6548\u76ca<\/td>\n<td>API\u8c03\u7528\u4ef7\u683c\uff0c\u6279\u91cf\u8c03\u7528\u6298\u6263\uff0c\u8ba1\u7b97\u8d44\u6e90\u6210\u672c<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u5b89\u5168\u4e0e\u9690\u79c1<\/td>\n<td>\u6570\u636e\u4f7f\u7528\u653f\u7b56\uff0c\u662f\u5426\u652f\u6301\u4e0d\u4fdd\u5b58\u7528\u6237\u6570\u636e\uff0c\u4f01\u4e1a\u7ea7\u5b89\u5168\u5408\u89c4<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u6cd5\u5f8b\u5408\u89c4\u6027<\/td>\n<td>\u5730\u533a\u53ef\u7528\u6027\uff0c\u7248\u6743\u4e0e\u77e5\u8bc6\u4ea7\u6743\u95ee\u9898\uff0c\u5185\u5bb9\u5b89\u5168\u5ba1\u67e5\u673a\u5236<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u751f\u6001\u4e0e\u652f\u6301\u7ef4\u5ea6<\/td>\n<td>\u793e\u533a\u652f\u6301<\/td>\n<td>\u5f00\u53d1\u8005\u793e\u533a\u6d3b\u8dc3\u5ea6\uff0c\u95ee\u9898\u89e3\u51b3\u8d44\u6e90\u4e30\u5bcc\u5ea6\uff0c\u7b2c\u4e09\u65b9\u6269\u5c55\u5de5\u5177<\/td>\n<\/tr>\n<tr>\n<td>\u6587\u6863\u5b8c\u5584<\/td>\n<td>API\u6587\u6863\u8d28\u91cf\uff0c\u793a\u4f8b\u4ee3\u7801\u4e30\u5bcc\u5ea6\uff0c\u6700\u4f73\u5b9e\u8df5\u6307\u5357<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u6280\u672f\u652f\u6301<\/td>\n<td>\u5b98\u65b9\u652f\u6301\u6e20\u9053\uff0c\u54cd\u5e94\u65f6\u95f4\uff0c\u4f01\u4e1a\u7ea7\u652f\u6301\u9009\u9879<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u6027\u80fd\u6307\u6807\u7ef4\u5ea6<\/td>\n<td>\u51c6\u786e\u6027<\/td>\n<td>\u77e5\u8bc6\u51c6\u786e\u5ea6\uff0c\u63a8\u7406\u80fd\u529b\u6c34\u5e73\uff0c\u5e7b\u89c9\u7684\u503e\u5411\u6027<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<h3 id=\"\u56db\u79cd\u63a5\u5165\u65b9\u5f0f\u7684\u5bf9\u6bd4\">\u56db\u79cd\u63a5\u5165\u65b9\u5f0f\u7684\u5bf9\u6bd4<\/h3>\n<p><a href=\"https:\/\/www.picgo.net\/image\/image.XmIsqO\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/img.picgo.net\/2025\/05\/14\/image733971fe02dbff21.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/img.picgo.net\/2025\/05\/14\/image733971fe02dbff21.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"image\" \/><\/div><\/a><\/p>\n<h2 id=\"ai\u5e94\u7528\u5f00\u53d1\">AI\u5e94\u7528\u5f00\u53d1<\/h2>\n<h3 id=\"prompt\u5de5\u7a0b\">prompt\u5de5\u7a0b<\/h3>\n<h4 id=\"\u6838\u5fc3-\u57fa\u4e8e\u89d2\u8272\u7684\u5206\u7c7b\">\u6838\u5fc3-\u57fa\u4e8e\u89d2\u8272\u7684\u5206\u7c7b<\/h4>\n<ul>\n<li>\u7528\u6237prompt:\u8fd9\u662f\u7528\u6237\u5411AI\u63d0\u4f9b\u7684\u5b9e\u9645\u95ee\u9898\uff0c\u6307\u4ee4\u6216\u4fe1\u606f<\/li>\n<li>\u7cfb\u7edfprompt\uff1a\u8fd9\u662f\u8bbe\u7f6eAI\u6a21\u578b\u661f\u8f68\u89c4\u5219\u548c\u89d2\u8272\u5b9a\u4f4d\u7684\u9690\u85cf\u6307\u4ee4\uff0c\u76f8\u5f53\u4e8e\u7ed9AI\u8bbe\u5b9a\u4eba\u683c\u548c\u80fd\u529b\u8fb9\u754c<\/li>\n<li>\u52a9\u624bprompt\uff1aAI\u6a21\u578b\u7684\u54cd\u5e94\u5185\u5bb9\uff0c\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\uff0c\u4e4b\u524d\u52a9\u624b\u7684\u56de\u590d\u4e5f\u4f1a\u6210\u4e3a\u5f53\u524d\u4e0a\u4e0b\u6587\u7684\u4e00\u90e8\u5206\uff0c\u5f71\u54cd\u540e\u7eed\u5bf9\u8bdd\u7406\u89e3\u548c\u751f\u6210<\/li>\n<\/ul>\n<h4 id=\"\u6269\u5c55\u77e5\u8bc6-\u57fa\u4e8e\u529f\u80fd\u7684\u5206\u7c7b\">\u6269\u5c55\u77e5\u8bc6-\u57fa\u4e8e\u529f\u80fd\u7684\u5206\u7c7b<\/h4>\n<ul>\n<li>\u6307\u4ee4\u578b\u63d0\u793a\u8bcd\uff1a\u660e\u786e\u544a\u8bc9AI\u6a21\u578b\u9700\u8981\u5e72\u4ec0\u4e48<\/li>\n<\/ul>\n<pre><code>\u7ffb\u8bd1\u4e0b\u4e0b\u6587\u672c\u4e3a\u82f1\u6587\uff1a\u6625\u5929\u6765\u4e86\uff0c\u82b1\u513f\u5f00\u4e86\n<\/code><\/pre>\n<ul>\n<li>\u5bf9\u8bdd\u578b\u63d0\u793a\u8bcd\uff1a\u6a21\u62df\u81ea\u7136\u5bf9\u8bdd<\/li>\n<\/ul>\n<pre><code>\u4f60\u8ba4\u4e3a\u4eba\u5de5\u667a\u80fd\u5728\u672a\u6765\u4f1a\u53d6\u4ee3\u4eba\u7c7b\u5de5\u4f5c\uff0c\u554a\n<\/code><\/pre>\n<ul>\n<li>\u521b\u610f\u578b\u63d0\u793a\u8bcd\uff1a\u5f15\u5bfcAI\u6a21\u578b\u8fdb\u884c\u521b\u610f\u5185\u5bb9\u751f\u6210<\/li>\n<li>\u89d2\u8272\u626e\u6f14\u63d0\u793a\u8bcd\uff1a\u8ba9AI\u626e\u6f14\u7279\u5b9a\u89d2\u8272\u6216\u4eba\u7269\u8fdb\u884c\u56de\u7b54<\/li>\n<li>\u5c11\u6837\u672c\u5b66\u4e60\u63d0\u793a\u8bcd\uff1a\u5f15\u5bfcAI\u7406\u89e3\u6240\u9700\u7684\u8f93\u51fa\u548c\u98ce\u683c<\/li>\n<\/ul>\n<h4 id=\"\u6269\u5c55\u77e5\u8bc6-\u57fa\u4e8e\u590d\u6742\u5ea6\u7684\u56de\u7b54\">\u6269\u5c55\u77e5\u8bc6-\u57fa\u4e8e\u590d\u6742\u5ea6\u7684\u56de\u7b54<\/h4>\n<ul>\n<li>\u7b80\u5355\u63d0\u793a\u8bcd\uff1a\u5355\u4e00\u6307\u4ee4\u6216\u95ee\u9898\uff0c\u6ca1\u6709\u590d\u6742\u7684\u80cc\u666f\u6216\u7ea6\u675f\u6761\u4ef6<\/li>\n<li>\u590d\u5408\u63d0\u793a\u8bcd:\u5305\u542b\u591a\u4e2a\u6307\u4ee4\u6216\u6b65\u9aa4<\/li>\n<li>\u94fe\u5f0f\u63d0\u793a\u8bcd\uff1a\u4e00\u7cfb\u5217\u8fde\u7eed\u7684\uff0c\u76f8\u4e92\u4f9d\u8d56\u7684\u63d0\u793a\u8bcd<\/li>\n<li>\u6a21\u677f\u63d0\u793a\u8bcd\uff1a\u5305\u542b\u53ef\u66ff\u6362\u53d8\u91cf\u7684\u6807\u51c6\u5316\u63d0\u793a\u8bcd\uff0c\u5e38\u7528\u4e8e\u5927\u89c4\u6a21\u5e94\u7528<\/li>\n<\/ul>\n<h4 id=\"token\u6210\u672c\u4f18\u5316\u6280\u5de7\">Token\u6210\u672c\u4f18\u5316\u6280\u5de7<\/h4>\n<ol start=\"\">\n<li>\u7cbe\u7b80\u7cfb\u7edf\u63d0\u793a\u8bcd\uff0c\u63d0\u53d6\u4e3b\u8c13\u5bbe<\/li>\n<li>\u5b9a\u671f\u6e05\u7406\u5386\u53f2\u5bf9\u8bdd\uff0c\u4ee5\u603b\u7ed3\u66ff\u6362\u5b8c\u6574\u5386\u53f2\u5bf9\u8bdd<\/li>\n<li>\u4f7f\u7528\u5411\u91cf\u68c0\u7d22\u4ee3\u66ff\u76f4\u63a5\u8f93\u5165<\/li>\n<li>\u7ed3\u6784\u5316\u66ff\u4ee3\u81ea\u7136\u8bed\u8a00\uff0c\u4f7f\u7528\u8868\u683c\uff0c\u5217\u8868\u7b49\u7ed3\u6784\u5316\u683c\u5f0f\u4ee3\u66ff\u957f\u6bb5\u843d\u63cf\u8ff0<\/li>\n<\/ol>\n<h3 id=\"prompt\u4f18\u5316\u6280\u5de7\">prompt\u4f18\u5316\u6280\u5de7<\/h3>\n<h4 id=\"promp\u63d0\u793a\u8bcd\u5e93\">promp\u63d0\u793a\u8bcd\u5e93<\/h4>\n<ul>\n<li><a href=\"https:\/\/docs.anthropic.com\/zh-CN\/prompt-library\/library\">\u6587\u672c\u5bf9\u8bdd<\/a><\/li>\n<li><a href=\"https:\/\/promptlibrary.org\/\">AI\u7ed8\u753b<\/a><\/li>\n<\/ul>\n<h4 id=\"\u57fa\u7840\u63d0\u793a\u6280\u5de7\">\u57fa\u7840\u63d0\u793a\u6280\u5de7<\/h4>\n<ol start=\"\">\n<li>\u660e\u786e\u6307\u5b9a\u4efb\u52a1\u548c\u89d2\u8272\u5b9a\u4f4d\n<pre><code>\u7cfb\u7edf\uff1a\u4f60\u662f\u4e00\u4f4d\u7ecf\u9a8c\u4e30\u5bcc\u7684python\u6559\u5e08\uff0c\u64c5\u957f\u5411\u521d\u5b66\u8005\u89e3\u91ca\u7f16\u7a0b\u6982\u5ff5\n<\/code><\/pre>\n<\/li>\n<li>\u63d0\u4f9b\u8be6\u7ec6\u8bf4\u660e\u548c\u5177\u4f53\u793a\u4f8b\n<pre><code>\u8bf7\u63d0\u4f9b\u4e00\u4e2a\u793e\u4ea4\u5a92\u4f53\u8425\u9500\u8ba1\u5212\uff0c\u9488\u5bf9\u4e00\u6b3e\u65b0\u4e0a\u5e02\u7684\u667a\u80fd\u624b\u8868\u3002\u8ba1\u5212\u5e94\n1.\u76ee\u6807\u53d7\u4f17\u63cf\u8ff0\n2.\u4e09\u4e2a\u5185\u5bb9\u4e3b\u9898\n3.\u6bcf\u4e2a\u5e73\u53f0\u7684\u5185\u5bb9\u7c7b\u578b\u5efa\u8bae\n4.\u53d1\u5e03\u9891\u7387\u5efa\u8bae\n\u793a\u4f8b\u683c\u5f0f:\n\u76ee\u6807\u53d7\u4f17:[\u63cf\u8ff0]\n\u5185\u5bb9\u4e3b\u9898:[\u4e3b\u98981],[\u4e3b\u98982]\uff0c[\u4e3b\u98983]\n\u5e73\u53f0\u7b56\u7565:[\u5e73\u53f0]-[\u5185\u5bb9\u7c7b\u578b]-[\u9891\u7387]\n<\/code><\/pre>\n<\/li>\n<li>\u4f7f\u7528\u7ed3\u6784\u5316\u683c\u5f0f\u5f15\u5bfc\u601d\u7ef4\n<pre><code>\u5206\u6790\u4ee5\u4e0b\u516c\u53f8\u7684\u4f18\u52bf\u548c\u52a3\u52bf:\u516c\u53f8:Tesla\n\u8bf7\u4f7f\u7528\u8868\u683c\u683c\u5f0f\u56de\u7b54\uff0c\u5305\u542b\u4ee5\u4e0b\u5217:\n-\u4f18\u52bf(\u6700\u5c113\u9879)\n-\u6bcf\u9879\u4f18\u52bf\u7684\u7b80\u8981\u5206\u6790\n-\u52a3\u52bf(\u6700\u5c113\u9879)\n-\u6bcf\u9879\u52a3\u52bf\u7684\u7b80\u8981\u5206\u6790\n-\u5e94\u5bf9\u5efa\u8bae\n<\/code><\/pre>\n<\/li>\n<li>\u660e\u786e\u8f93\u51fa\u683c\u5f0f\u8981\u6c42\n<pre><code>\u64b0\u5199\u4e00\u7bc7\u5173\u4e8e\u6c14\u5019\u53d8\u5316\u7684\u79d1\u666e\u6587\u7ae0\uff0c\u8981\u6c42:\n-\u4f7f\u7528\u901a\u4fd7\u6613\u61c2\u7684\u8bed\u8a00\uff0c\u9002\u5408\u9ad8\u4e2d\u751f\u9605\u8bfb\n-\u5305\u542b5\u4e2a\u5c0f\u6807\u9898\uff0c\u6bcf\u4e2a\u6807\u9898\u4e0b2-3\u6bb5\u6587\u5b57\n-\u603b\u5b57\u6570\u63a7\u5236\u5728800\u5b57\u5de6\u53f3\n-\u7ed3\u5c3e\u63d0\u4f9b3\u4e2a\u53ef\u884c\u7684\u4e2a\u4eba\u884c\u52a8\u5efa\u8bae\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h4 id=\"\u8fdb\u9636\u63d0\u793a\u6280\u5de7\">\u8fdb\u9636\u63d0\u793a\u6280\u5de7<\/h4>\n<ol start=\"\">\n<li>\u601d\u7ef4\u94fe\u63d0\u793a\u6cd5\uff08Chain-of-Thought\uff09\n<pre><code>\u95ee\u9898:\u4e00\u4e2a\u5546\u5e97\u552e\u5356T\u6064\uff0c\u6bcf\u4ef615\u5143\u3002\u5982\u679c\u8d2d\u4e705\u4ef6\u4ee5\u4e0a\u53ef\u4ee5\u4eab\u53d78\u6298\u4f18\u60e0\n\u8bf7\u4e00\u6b65\u6b65\u601d\u8003\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898:\n1.\u9996\u5148\u8ba1\u7b977\u4ef6T\u6064\u7684\u539f\u4ef7\n2.\u786e\u5b9a\u662f\u5426\u7b26\u5408\u6298\u6263\u6761\u4ef6\n3.\u5982\u679c\u7b26\u5408\uff0c\u8ba1\u7b97\u6298\u6263\u540e\u7684\u4ef7\u683c\n4.\u5f97\u51fa\u6700\u7ec8\u652f\u4ed8\u91d1\u989d\n<\/code><\/pre>\n<\/li>\n<li>\u5c11\u6837\u672c\u5b66\u4e60\uff08Few-Shot-Learning\uff09\n<pre><code>\u6211\u5c06\u7ed9\u4f60\u4e00\u4e9b\u60c5\u611f\u5206\u6790\u7684\u4f8b\u5b50\uff0c\u7136\u540e\u8bf7\u4f60\u6309\u7167\u540c\u6837\u7684\u65b9\u5f0f\u5206\u6790\u65b0\u53e5\u5b50\u7684\u8f93\u51fa\n\u8f93\u5165:\"\u8fd9\u5bb6\u9910\u5385\u7684\u670d\u52a1\u592a\u5dee\u4e86\uff0c\u7b49\u4e86\u4e00\u4e2a\u5c0f\u65f6\u624d\u4e0a\u83dc\"\n\u8f93\u51fa:\u8d1f\u9762\uff0c\u56e0\u4e3a\u63cf\u8ff0\u4e86\u957f\u65f6\u95f4\u7b49\u5f85\u548c\u5dee\u8bc4\u670d\u52a1\n\n\u8f93\u5165:\"\u65b0\u4e70\u7684\u624b\u673a\u5c4f\u5e55\u6e05\u6670\uff0c\u7535\u6c60\u4e5f\u5f88\u8010\u7528\n\u8f93\u51fa:\u6b63\u9762\uff0c\u56e0\u4e3a\u8d5e\u626c\u4e86\u4ea7\u54c1\u7684\u591a\u4e2a\u65b9\u9762\n\n\u73b0\u5728\u5206\u6790\u8fd9\u4e2a\u53e5\u5b50:\n\"\u8fd9\u672c\u4e66\u5185\u5bb9\u8fd8\u884c\uff0c\u4f46\u662f\u4ef7\u683c\u6709\u70b9\u8d35\"\n<\/code><\/pre>\n<\/li>\n<li>\u5206\u6b65\u9aa4\u6307\u5bfc\uff08Step-by-Step\uff09\n<pre><code>\u8bf7\u5e2e\u6211\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u7f51\u7ad9\u843d\u5730\u9875\u8bbe\u8ba1\u65b9\u6848\uff0c\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4:\n\n\u6b65\u9aa41: \u5206\u6790\u76ee\u6807\u53d7\u4f17(\u8003\u8651\u5e74\u9f84\u3001\u804c\u4e1a\u3001\u9700\u6c42\u7b49\u56e0\u7d20)\n\u6b65\u9aa42: \u786e\u5b9a\u9875\u9762\u6838\u5fc3\u4fe1\u606f(\u4e3b\u6807\u9898\u3001\u526f\u6807\u9898\u3001\u4ef7\u503c\u4e3b\u5f20)\n\u6b65\u9aa43: \u8bbe\u8ba1\u9875\u9762\u7ed3\u6784(\u81f3\u5c11\u5305\u542b\u54ea\u4e9b\u533a\u5757)\n\u6b65\u9aa44: \u5236\u5b9a\u89c6\u89c9\u5f15\u5bfc\u7b56\u7565(\u989c\u8272\u3001\u56fe\u50cf\u5efa\u8bae)\n\u6b65\u9aa45: \u8bbe\u8ba1\u884c\u52a8\u53ec\u5524(CTA)\u6309\u94ae\u548c\u6587\u6848\n\n<\/code><\/pre>\n<\/li>\n<li>\u81ea\u6211\u8bc4\u4f30\u548c\u4fee\u6b63\n<pre><code>\u89e3\u51b3\u4ee5\u4e0b\u6982\u7387\u95ee\u9898:\n\u4ece\u4e00\u526f\u6807\u51c6\u6251\u514b\u724c\u4e2d\u968f\u673a\u62bd\u53d6\u4e24\u5f20\u724c\uff0c\u6c42\u62bd\u5230\u81f3\u5c11\u4e00\u5f20\u7ea2\u6843\u7684\u6982\u7387\u3002\n\n\u9996\u5148\u7ed9\u51fa\u4f60\u7684\u89e3\u7b54\uff0c\u7136\u540e:\n1. \u68c0\u67e5\u4f60\u7684\u63a8\u7406\u8fc7\u7a0b\u662f\u5426\u5b58\u5728\u903b\u8f91\u9519\u8bef\n2. \u9a8c\u8bc1\u4f60\u4f7f\u7528\u7684\u6982\u7387\u516c\u5f0f\u662f\u5426\u6b63\u786e\n3. \u68c0\u67e5\u8ba1\u7b97\u6b65\u9aa4\u662f\u5426\u6709\u8bef\n4. \u5982\u679c\u53d1\u73b0\u4efb\u4f55\u95ee\u9898\uff0c\u63d0\u4f9b\u4fee\u6b63\u540e\u7684\u89e3\u7b54\n\n<\/code><\/pre>\n<\/li>\n<li>\u77e5\u8bc6\u68c0\u7d22\u548c\u5f15\u7528\n<pre><code>\u8bf7\u89e3\u91ca\u5149\u5408\u4f5c\u7528\u7684\u8fc7\u7a0b\u53ca\u5176\u5728\u690d\u7269\u751f\u957f\u4e2d\u7684\u4f5c\u7528\u3002\u5728\u56de\u7b54\u4e2d:\n1. \u63d0\u4f9b\u5149\u5408\u4f5c\u7528\u7684\u79d1\u5b66\u5b9a\u4e49\n2. \u89e3\u91ca\u4e3b\u8981\u7684\u5316\u5b66\u53cd\u5e94\n3. \u63cf\u8ff0\u5f71\u54cd\u5149\u5408\u4f5c\u7528\u6548\u7387\u7684\u5173\u952e\u56e0\u7d20\n4. \u8bf4\u660e\u5176\u5bf9\u751f\u6001\u7cfb\u7edf\u7684\u91cd\u8981\u6027\n\n\u5bf9\u4e8e\u4efb\u4f55\u53ef\u80fd\u9700\u8981\u5177\u4f53\u6570\u636e\u6216\u7814\u7a76\u652f\u6301\u7684\u9648\u8ff0\uff0c\u8bf7\u660e\u786e\u6307\u51fa\u8fd9\u4e9b\u4fe1\u606f\u7684\u6765\u6e90\uff0c\u5e76\u8bf4\u660e\u8fd9\u4e9b\u4fe1\u606f\u7684\u53ef\u9760\u6027\u3002\n\n<\/code><\/pre>\n<\/li>\n<li>\u591a\u89c6\u89d2\u5206\u6790\n<pre><code>\u5206\u6790\"\u57ce\u5e02\u5e94\u8be5\u7981\u6b62\u79c1\u5bb6\u8f66\u8fdb\u5165\u5e02\u4e2d\u5fc3\"\u8fd9\u4e00\u63d0\u8bae:\n\n\u8bf7\u4ece\u4ee5\u4e0b4\u4e2a\u4e0d\u540c\u89d2\u5ea6\u5206\u6790:\n1. \u73af\u4fdd\u4e13\u5bb6\u89c6\u89d2\n2. \u7ecf\u6d4e\u5b66\u5bb6\u89c6\u89d2\n3. \u5e02\u4e2d\u5fc3\u5546\u6237\u89c6\u89d2\n4. \u901a\u52e4\u5c45\u6c11\u89c6\u89d2\n\n\u5bf9\u6bcf\u4e2a\u89c6\u89d2:\n- \u63d0\u4f9b\u652f\u6301\u8be5\u63d0\u8bae\u76842\u4e2a\u8bba\u70b9\n- \u63d0\u4f9b\u53cd\u5bf9\u8be5\u63d0\u8bae\u76842\u4e2a\u8bba\u70b9\n- \u5206\u6790\u53ef\u80fd\u7684\u6298\u4e2d\u65b9\u6848\n\n<\/code><\/pre>\n<\/li>\n<li>\u591a\u6a21\u6001\u601d\u7ef4\n<pre><code>\u8bbe\u8ba1\u4e00\u4e2a\u667a\u80fd\u5bb6\u5c45\u7cfb\u7edf\u7684\u57fa\u7840\u67b6\u6784:\n\n1. \u9996\u5148\u7528\u6587\u5b57\u63cf\u8ff0\u7cfb\u7edf\u7684\u4e3b\u8981\u529f\u80fd\u548c\u7ec4\u4ef6\n2. \u7136\u540e\u521b\u5efa\u4e00\u4e2a\u7cfb\u7edf\u67b6\u6784\u56fe(\u7528ASCII\u6216\u6587\u672c\u5f62\u5f0f\u8868\u793a)\n3. \u63a5\u7740\u63d0\u4f9b\u7528\u6237\u4ea4\u4e92\u6d41\u7a0b\n4. \u6700\u540e\u7b80\u8ff0\u5b9e\u73b0\u8fd9\u4e2a\u7cfb\u7edf\u53ef\u80fd\u9762\u4e34\u7684\u6280\u672f\u6311\u6218\n\n\u5c1d\u8bd5\u4ece\u4e0d\u540c\u89d2\u5ea6\u601d\u8003:\u529f\u80fd\u6027\u3001\u7528\u6237\u4f53\u9a8c\u3001\u6280\u672f\u5b9e\u73b0\u3001\u5b89\u5168\u6027\u7b49\u3002\n\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h4 id=\"\u63d0\u793a\u8bcd\u8c03\u8bd5\u4e0e\u4f18\u5316\">\u63d0\u793a\u8bcd\u8c03\u8bd5\u4e0e\u4f18\u5316<\/h4>\n<ol start=\"\">\n<li>\u8fed\u4ee3\u5f0f\u63d0\u793a\u4f18\u5316\n<pre><code>\u521d\u59cb\u63d0\u793a: \u8c08\u8c08\u4eba\u5de5\u667a\u80fd\u7684\u5f71\u54cd\u3002\n\n[\u6536\u5230\u7b3c\u7edf\u56de\u7b54\u540e]\n\u6539\u8fdb\u63d0\u793a: \u5206\u6790\u4eba\u5de5\u667a\u80fd\u5bf9\u533b\u7597\u884c\u4e1a\u7684\u4e09\u5927\u79ef\u6781\u5f71\u54cd\u548c\u4e24\u5927\u6f5c\u5728\u98ce\u9669\uff0c\u63d0\u4f9b\u5177\u4f53\u5e94\u7528\u6848\u4f8b\u3002\n\n[\u5982\u679c\u56de\u7b54\u4ecd\u7136\u4e0d\u591f\u5177\u4f53]\n\u8fdb\u4e00\u6b65\u6539\u8fdb: \u8be6\u7ec6\u5206\u6790AI\u5728\u533b\u5b66\u5f71\u50cf\u8bca\u65ad\u9886\u57df\u7684\u5177\u4f53\u5e94\u7528\uff0c\u5305\u62ec:\n1. \u73b0\u6709\u76842-3\u4e2a\u6210\u529f\u5546\u4e1a\u5316AI\u8bca\u65ad\u7cfb\u7edf\u53ca\u5176\u51c6\u786e\u7387\n2. \u8fd9\u4e9b\u7cfb\u7edf\u5982\u4f55\u8f85\u52a9\u653e\u5c04\u79d1\u533b\u751f\u5de5\u4f5c\n3. \u5b9e\u65bd\u8fc7\u7a0b\u4e2d\u9047\u5230\u7684\u4e3b\u8981\u6311\u6218\n4. \u672a\u67653-5\u5e74\u53ef\u80fd\u7684\u6280\u672f\u53d1\u5c55\u65b9\u5411\n\n<\/code><\/pre>\n<\/li>\n<li>\u8fb9\u754c\u6d4b\u8bd5 \u6781\u9650\u60c5\u51b5\u6d4b\u8bd5\u6a21\u578b\u7684\u80fd\u529b\u8fb9\u754c\uff0c\u627e\u51fa\u4f18\u5316\u7a7a\u95f4\n<pre><code>\u5c1d\u8bd5\u89e3\u51b3\u4ee5\u4e0b\u5177\u6709\u6311\u6218\u6027\u7684\u6570\u5b66\u95ee\u9898:\n\u8bc1\u660e\u5728\u4e09\u89d2\u5f62\u4e2d\uff0c\u4e09\u6761\u9ad8\u7684\u4ea4\u70b9\u3001\u4e09\u6761\u4e2d\u7ebf\u7684\u4ea4\u70b9\u548c\u4e09\u6761\u89d2\u5e73\u5206\u7ebf\u7684\u4ea4\u70b9\u5728\u540c\u4e00\u6761\u76f4\u7ebf\u4e0a\u3002\n\n\u5982\u679c\u4f60\u53d1\u73b0\u96be\u4ee5\u76f4\u63a5\u8bc1\u660e:\n1. \u8bf4\u660e\u4f60\u9047\u5230\u7684\u5177\u4f53\u56f0\u96be\n2. \u8003\u8651\u662f\u5426\u6709\u66f4\u7b80\u5355\u7684\u65b9\u6cd5\u6216\u7279\u4f8b\u53ef\u4ee5\u63a2\u8ba8\n3. \u63d0\u4f9b\u4e00\u4e2a\u601d\u8def\u6846\u67b6\uff0c\u5373\u4f7f\u65e0\u6cd5\u7ed9\u51fa\u5b8c\u6574\u8bc1\u660e\n\n<\/code><\/pre>\n<\/li>\n<li>\u63d0\u793a\u8bcd\u6a21\u677f\u5316\n<p>\u521b\u5efa\u7ed3\u6784\u5316\u6a21\u677f\uff0c\u9488\u5bf9\u7c7b\u4f3c\u4efb\u52a1\u8fdb\u884c\u4e00\u81f4\u6027\u63d0\u793a\uff0c\u907f\u514d\u6bcf\u6b21\u8f93\u51fa\u4ea7\u751f\u8f83\u5927\u533a\u522b\uff0c\u4e0d\u5229\u4e8e\u8c03\u8bd5<\/p>\n<pre><code>\u3010\u4e13\u5bb6\u89d2\u8272\u3011: {\u9886\u57df}\u4e13\u5bb6\n\u3010\u4efb\u52a1\u63cf\u8ff0\u3011: {\u4efb\u52a1\u8be6\u7ec6\u8bf4\u660e}\n\u3010\u6240\u9700\u5185\u5bb9\u3011:\n- {\u8981\u70b91}\n- {\u8981\u70b92}\n- {\u8981\u70b93}\n\u3010\u8f93\u51fa\u683c\u5f0f\u3011: {\u683c\u5f0f\u8981\u6c42}\n\u3010\u8bed\u8a00\u98ce\u683c\u3011: {\u98ce\u683c\u8981\u6c42}\n\u3010\u9650\u5236\u6761\u4ef6\u3011: {\u5b57\u6570\u3001\u65f6\u95f4\u6216\u5176\u4ed6\u9650\u5236}\n\n\u4f8b\u5982:\n\u3010\u4e13\u5bb6\u89d2\u8272\u3011: \u8425\u517b\u5b66\u4e13\u5bb6\n\u3010\u4efb\u52a1\u63cf\u8ff0\u3011: \u4e3a\u4e00\u4f4d\u60f3\u51cf\u91cd\u7684\u4e0a\u73ed\u65cf\u8bbe\u8ba1\u4e00\u5468\u5065\u5eb7\u996e\u98df\u8ba1\u5212\n\u3010\u6240\u9700\u5185\u5bb9\u3011:\n- \u4e03\u5929\u7684\u4e09\u9910\u5b89\u6392\n- \u6bcf\u9910\u7684\u5927\u81f4\u5361\u8def\u91cc\n- \u51c6\u5907\u5efa\u8bae\u548c\u8d2d\u7269\u6e05\u5355\n\u3010\u8f93\u51fa\u683c\u5f0f\u3011: \u6309\u65e5\u5206\u6bb5\uff0c\u6bcf\u9910\u5217\u51fa\u5177\u4f53\u98df\u7269\n\u3010\u8bed\u8a00\u98ce\u683c\u3011: \u4e13\u4e1a\u4f46\u53cb\u597d\n\u3010\u9650\u5236\u6761\u4ef6\u3011: \u8003\u8651\u51c6\u5907\u65f6\u95f4\u77ed\uff0c\u9884\u7b97\u6709\u9650\n\n<\/code><\/pre>\n<\/li>\n<li>\u9519\u8bef\u5206\u6790\u4e0e\u4fee\u6b63\n<p>\u7cfb\u7edf\u6027\u5206\u6790\u6a21\u578b\u56de\u7b54\u4e2d\u7684\u9519\u8bef\uff0c\u5e76\u9488\u5bf9\u6027\u4f18\u5316\u63d0\u793a\u8bcd<\/p>\n<pre><code>\u6211\u53d1\u73b0\u4e4b\u524d\u8bf7\u4f60\u751f\u6210\u7684Python\u4ee3\u7801\u5b58\u5728\u4ee5\u4e0b\u95ee\u9898:\n1. \u6ca1\u6709\u6b63\u786e\u5904\u7406\u6587\u4ef6\u4e0d\u5b58\u5728\u7684\u60c5\u51b5\n2. \u6570\u636e\u5904\u7406\u903b\u8f91\u4e2d\u5b58\u5728\u8fb9\u754c\u6761\u4ef6\u9519\u8bef\n3. \u4ee3\u7801\u6ce8\u91ca\u4e0d\u591f\u8be6\u7ec6\n\n\u8bf7\u91cd\u65b0\u751f\u6210\u4ee3\u7801\uff0c\u7279\u522b\u6ce8\u610f:\n1. \u6dfb\u52a0\u5b8c\u6574\u7684\u5f02\u5e38\u5904\u7406\n2. \u6d4b\u8bd5\u5e76\u786e\u4fdd\u6240\u6709\u8fb9\u754c\u6761\u4ef6\n3. \u4e3a\u6bcf\u4e2a\u4e3b\u8981\u51fd\u6570\u548c\u590d\u6742\u903b\u8f91\u6dfb\u52a0\u8be6\u7ec6\u6ce8\u91ca\n4. \u9075\u5faaPEP 8\u7f16\u7801\u89c4\u8303\n\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h2 id=\"mcp\u534f\u8bae\">MCP\u534f\u8bae<\/h2>\n<h3 id=\"\u4ec0\u4e48\u662fmcp\">\u4ec0\u4e48\u662fMCP<\/h3>\n<p><a href=\"https:\/\/modelcontextprotocol.io\/introduction\">\u5b98\u65b9\u5b9a\u4e49<\/a>\uff1aMCP \u662f\u4e00\u79cd\u5f00\u653e\u534f\u8bae\uff0c\u5b83\u6807\u51c6\u5316\u4e86\u5e94\u7528\u7a0b\u5e8f\u5982\u4f55\u4e3a LLM \u63d0\u4f9b\u4e0a\u4e0b\u6587\u3002\u5c06 MCP \u60f3\u8c61\u6210 AI \u5e94\u7528\u7a0b\u5e8f\u7684 USB-C \u7aef\u53e3\u3002\u6b63\u5982 USB-C \u63d0\u4f9b\u4e86\u4e00\u79cd\u5c06\u8bbe\u5907\u8fde\u63a5\u5230\u5404\u79cd\u5916\u56f4\u8bbe\u5907\u548c\u914d\u4ef6\u7684\u6807\u51c6\u5316\u65b9\u5f0f\u4e00\u6837\uff0cMCP \u4e5f\u63d0\u4f9b\u4e86\u4e00\u79cd\u5c06 AI \u6a21\u578b\u8fde\u63a5\u5230\u4e0d\u540c\u6570\u636e\u6e90\u548c\u5de5\u5177\u7684\u6807\u51c6\u5316\u65b9\u5f0f\u3002<\/p>\n<h3 id=\"\u4e00\u822c\u67b6\u6784\">\u4e00\u822c\u67b6\u6784<\/h3>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/img.picgo.net\/2025\/05\/22\/image04c77eb054fd56f0.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/img.picgo.net\/2025\/05\/22\/image04c77eb054fd56f0.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"image\" \/><\/div><\/p>\n<h3 id=\"sdk\u4e09\u5c42\u67b6\u6784\">SDK\u4e09\u5c42\u67b6\u6784<\/h3>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/img.picgo.net\/2025\/05\/22\/image069ae24001c5a669.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/img.picgo.net\/2025\/05\/22\/image069ae24001c5a669.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"image\" \/><\/div><\/p>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/img.picgo.net\/2025\/05\/22\/image1138837118e4b7d6.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/img.picgo.net\/2025\/05\/22\/image1138837118e4b7d6.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"image\" \/><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u76f8\u5173\u5b66\u4e60 AI\u57fa\u7840\u77e5\u8bc6\u5b66\u4e60 AI\u6838\u5fc3\u6982\u5ff5 \u6e29\u5ea6 \u63cf\u8ff0\u5927\u6a21\u578b\u8f93\u51fa\u7684\u968f\u673a\u6027\uff0c\u6e29\u5ea6\u8d8a\u9ad8\uff0c\u8f93\u51fa\u8d8a\u968f\u673a\uff0c\u6e29\u5ea6\u8d8a\u4f4e\uff0c\u8f93 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-525","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"http:\/\/www.zackzzp.top\/index.php\/wp-json\/wp\/v2\/posts\/525","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.zackzzp.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.zackzzp.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.zackzzp.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.zackzzp.top\/index.php\/wp-json\/wp\/v2\/comments?post=525"}],"version-history":[{"count":4,"href":"http:\/\/www.zackzzp.top\/index.php\/wp-json\/wp\/v2\/posts\/525\/revisions"}],"predecessor-version":[{"id":549,"href":"http:\/\/www.zackzzp.top\/index.php\/wp-json\/wp\/v2\/posts\/525\/revisions\/549"}],"wp:attachment":[{"href":"http:\/\/www.zackzzp.top\/index.php\/wp-json\/wp\/v2\/media?parent=525"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.zackzzp.top\/index.php\/wp-json\/wp\/v2\/categories?post=525"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.zackzzp.top\/index.php\/wp-json\/wp\/v2\/tags?post=525"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}