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\/>\n\u6b64\u56fe\u8bf4\u660e\u4e86\u68c0\u7d22\u589e\u5f3a\u751f\u6210&#xff08;RAG&#xff09;\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u5b83\u4ece\u7528\u6237\u67e5\u8be2&#xff08;\u201c\u6211\u4eec\u7b2c\u4e8c\u5b63\u5ea6\u7684\u6536\u76ca\u662f\u591a\u5c11&#xff1f;\u201d&#xff09;\u5f00\u59cb\u3002\u4e00\u4e2a\u7bad\u5934\u6307\u5411\u201c\u5411\u91cf\u6570\u636e\u5e93\u201d&#xff0c;\u8868\u793a\u641c\u7d22\u3002\u8be5\u8fc7\u7a0b\u68c0\u7d22\u76f8\u5173\u7684\u6587\u6863\u7247\u6bb5&#xff08;\u4f8b\u5982&#xff0c;\u201c\u7b2c\u4e8c\u5b63\u5ea6\u6536\u76ca\u62a5\u544a&#xff1a;\u51c0\u6536\u5165\u4e3a500\u4e07\u7f8e\u5143\u2026\u2026\u201d&#xff09;\u3002\u8fd9\u4e9b\u7247\u6bb5\u4e0e\u539f\u59cb\u67e5\u8be2\u548c\u7cfb\u7edf\u6307\u4ee4\u7ed3\u5408&#xff0c;\u5f62\u6210\u6700\u7ec8\u7684\u4e0a\u4e0b\u6587\u3002\u8fd9\u4e2a\u4e0a\u4e0b\u6587\u88ab\u8f93\u5165\u5230\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e2d&#xff0c;\u6a21\u578b\u751f\u6210\u57fa\u4e8e\u4e8b\u5b9e\u7684\u7b54\u6848&#xff1a;\u201c\u6211\u4eec\u7b2c\u4e8c\u5b63\u5ea6\u7684\u51c0\u6536\u5165\u4e3a500\u4e07\u7f8e\u5143\u3002\u201d\u89c6\u89c9\u6d41\u7a0b\u6e05\u6670\u5730\u5206\u79bb\u4e86\u68c0\u7d22\u548c\u751f\u6210\u6b65\u9aa4\u3002<\/p>\n<h4>ReAct&#xff1a;\u4f7f\u5927\u578b\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u4f7f\u7528\u5916\u90e8\u5de5\u5177<\/h4>\n<p>\u867d\u7136\u601d\u7ef4\u94fe\u548c\u601d\u7ef4\u6811\u4e13\u6ce8\u4e8e\u5185\u90e8\u63a8\u7406&#xff0c;\u4f46\u8bb8\u591a\u73b0\u5b9e\u4e16\u754c\u7684\u95ee\u9898\u9700\u8981\u6a21\u578b\u4e0e\u5916\u90e8\u4fe1\u606f\u6e90\u548c\u5de5\u5177\u8fdb\u884c\u4ea4\u4e92\u3002\u8fd9\u5bfc\u81f4\u4e86ReAct&#xff08;\u63a8\u7406\u4e0e\u884c\u52a8&#xff09;\u6846\u67b6\u7684\u53d1\u5c55&#xff0c;\u8be5\u6846\u67b6\u4f7f\u5927\u578b\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u4f7f\u7528\u5916\u90e8\u5de5\u5177\u6765\u6536\u96c6\u4fe1\u606f\u548c\u6267\u884c\u64cd\u4f5c\u3002<\/p>\n<p>ReAct\u6846\u67b6\u521b\u5efa\u4e86\u4e00\u4e2a\u5faa\u73af&#xff0c;\u5728\u8fd9\u4e2a\u5faa\u73af\u4e2d&#xff0c;\u6a21\u578b\u601d\u8003\u8981\u505a\u4ec0\u4e48&#xff0c;\u901a\u8fc7\u4f7f\u7528\u5de5\u5177&#xff08;\u5982\u641c\u7d22\u5f15\u64ce\u3001\u8ba1\u7b97\u5668\u6216API&#xff09;\u6765\u884c\u52a8&#xff0c;\u7136\u540e\u89c2\u5bdf\u7ed3\u679c\u4ee5\u6307\u5bfc\u5176\u4e0b\u4e00\u4e2a\u60f3\u6cd5\u3002\u8fd9\u5141\u8bb8\u6a21\u578b\u52a8\u6001\u5730\u6536\u96c6\u4fe1\u606f&#xff0c;\u5e76\u4e0e\u4e16\u754c\u4ea4\u4e92&#xff0c;\u4ee5\u89e3\u51b3\u9700\u8981\u5916\u90e8\u6570\u636e\u6216\u80fd\u529b\u7684\u95ee\u9898\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730122759-688a0fcf50f1f.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u6b64\u56fe\u8bf4\u660e\u4e86ReAct&#xff08;\u63a8\u7406\u4e0e\u884c\u52a8&#xff09;\u6846\u67b6\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u5b83\u4ece\u7528\u6237\u67e5\u8be2\u5f00\u59cb\u3002\u5927\u578b\u8bed\u8a00\u6a21\u578b\u751f\u6210\u4e00\u4e2a\u201c\u60f3\u6cd5\u201d&#xff0c;\u5e76\u51b3\u5b9a\u4f7f\u7528\u4e00\u4e2a\u201c\u5de5\u5177\u201d\u3002\u5e94\u7528\u7a0b\u5e8f\u6267\u884c\u8be5\u5de5\u5177&#xff0c;\u8fd4\u56de\u4e00\u4e2a\u201c\u89c2\u5bdf\u7ed3\u679c\u201d\u3002\u8fd9\u4e2a\u89c2\u5bdf\u7ed3\u679c\u53cd\u9988\u7ed9\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff0c;\u6a21\u578b\u751f\u6210\u4e00\u4e2a\u65b0\u7684\u201c\u60f3\u6cd5\u201d&#xff0c;\u5e76\u51b3\u5b9a\u4f7f\u7528\u53e6\u4e00\u4e2a\u201c\u5de5\u5177\u201d\u3002\u5728\u7b2c\u4e8c\u4e2a\u201c\u89c2\u5bdf\u7ed3\u679c\u201d\u8fd4\u56de\u540e&#xff0c;\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e3a\u7528\u6237\u751f\u6210\u201c\u6700\u7ec8\u7b54\u6848\u201d\u3002\u8fd9\u4e2a\u201c\u60f3\u6cd5\u2192\u884c\u52a8\u2192\u89c2\u5bdf\u201d\u7684\u5faa\u73af\u8fc7\u7a0b\u88ab\u6e05\u6670\u5730\u63cf\u7ed8\u51fa\u6765&#xff0c;\u5c55\u793a\u4e86\u667a\u80fd\u4f53\u5982\u4f55\u4e0e\u5de5\u5177\u4ea4\u4e92\u6765\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n<h4>\u51fd\u6570\u8c03\u7528&#xff1a;\u5de5\u5177\u4f7f\u7528\u7684\u8fdb\u5316<\/h4>\n<p>ReAct\u662f\u4e00\u79cd\u5f00\u521b\u6027\u7684\u65b9\u6cd5&#xff0c;\u5b83\u5c55\u793a\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5982\u4f55\u901a\u8fc7\u5728\u91c7\u53d6\u884c\u52a8\u4e4b\u524d\u52a0\u5165\u201c\u601d\u8003\u201d\u6b65\u9aa4\u6765\u4f7f\u7528\u5916\u90e8\u5de5\u5177\u3002<\/p>\n<p>\u7136\u800c&#xff0c;\u968f\u7740\u5927\u578b\u8bed\u8a00\u6a21\u578b\u63d0\u4f9b\u5546\u8ba4\u8bc6\u5230\u5de5\u5177\u4f7f\u7528\u7684\u91cd\u8981\u6027&#xff0c;\u4ed6\u4eec\u5f00\u59cb\u4e13\u95e8\u9488\u5bf9\u8fd9\u79cd\u80fd\u529b\u5bf9\u6a21\u578b\u8fdb\u884c\u5fae\u8c03&#xff0c;\u5e76\u5f00\u53d1\u4e86\u7ed3\u6784\u5316\u8f93\u51fa&#xff0c;\u4f7f\u5de5\u5177\u8c03\u7528\u66f4\u52a0\u53ef\u9760\u3002\u8fd9\u79cd\u6f14\u53d8\u5bfc\u81f4\u4e86\u6211\u4eec\u73b0\u5728\u6240\u8bf4\u7684\u51fd\u6570\u8c03\u7528\u3002<\/p>\n<p>ReAct\u4e0e\u601d\u7ef4\u94fe\u4e00\u8d77&#xff0c;\u4e5f\u6210\u4e3a\u4e86\u5f53\u4eca\u63a8\u7406\u6a21\u578b\u7684\u524d\u8eab&#xff0c;\u5c55\u793a\u4e86\u660e\u786e\u7684\u63a8\u7406\u6b65\u9aa4\u5982\u4f55\u63d0\u9ad8\u95ee\u9898\u89e3\u51b3\u80fd\u529b\u3002<\/p>\n<p>\u275d<\/p>\n<p>\u4ec0\u4e48\u662f\u51fd\u6570\u8c03\u7528&#xff1f;<\/p>\n<p>\u51fd\u6570\u8c03\u7528\u662f\u4e00\u79cd\u80fd\u529b&#xff0c;\u5f53\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5728\u5176\u4e0a\u4e0b\u6587\u4e2d\u83b7\u5f97\u53ef\u7528\u5de5\u5177&#xff08;\u51fd\u6570&#xff09;\u7684\u63cf\u8ff0\u65f6&#xff0c;\u5b83\u53ef\u4ee5\u9009\u62e9\u201c\u8c03\u7528\u201d\u5176\u4e2d\u4e00\u4e2a\u3002\u6a21\u578b\u4e0d\u4f1a\u751f\u6210\u6587\u672c&#xff0c;\u800c\u662f\u8f93\u51fa\u4e00\u4e2a\u7ed3\u6784\u5316\u7684JSON\u5bf9\u8c61&#xff0c;\u6307\u5b9a\u8981\u8c03\u7528\u7684\u51fd\u6570\u53ca\u5176\u53c2\u6570\u3002\u4f60\u7684\u5e94\u7528\u7a0b\u5e8f\u4ee3\u7801\u8d1f\u8d23\u89e3\u6790\u8fd9\u4e2aJSON&#xff0c;\u6267\u884c\u51fd\u6570&#xff0c;\u5e76\u5c06\u7ed3\u679c\u8fd4\u56de\u7ed9\u6a21\u578b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730122800-688a0fd021f10.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u6784\u5efa\u73b0\u4ee3\u4e0a\u4e0b\u6587<\/h2>\n<p>\u5728\u8fd9\u4e00\u70b9\u4e0a&#xff0c;\u6211\u4eec\u7684\u4e0a\u4e0b\u6587\u53d8\u5f97\u8d8a\u6765\u8d8a\u590d\u6742\u3002\u6211\u4eec\u6709\u6307\u4ee4\u3001\u5c11\u6837\u672c\u793a\u4f8b\u3001\u68c0\u7d22\u5230\u7684\u6587\u6863\u548c\u5de5\u5177\u5b9a\u4e49\u3002<\/p>\n<p>\u5982\u679c\u6211\u4eec\u53ea\u662f\u5c06\u6240\u6709\u8fd9\u4e9b\u8fde\u63a5\u6210\u4e00\u4e2a\u5927\u7684\u6587\u672c\u5757&#xff0c;\u90a3\u5c06\u4f1a\u5e26\u6765\u9ebb\u70e6\u3002\u6a21\u578b\u5f88\u5bb9\u6613\u6df7\u6dc6&#xff0c;\u5c06\u68c0\u7d22\u5230\u7684\u6587\u6863\u8bef\u89e3\u4e3a\u6307\u4ee4&#xff0c;\u6216\u8005\u8bd5\u56fe\u201c\u8c03\u7528\u201d\u7535\u5b50\u90ae\u4ef6\u4e2d\u63cf\u8ff0\u7684\u51fd\u6570\u3002<\/p>\n<p>\u89e3\u51b3\u65b9\u6848\u662f\u65bd\u52a0\u6e05\u6670\u7684\u7ed3\u6784\u3002\u6700\u6709\u6548\u7684\u65b9\u6cd5\u4e4b\u4e00\u662f\u4f7f\u7528\u7c7bXML\u6807\u7b7e\u6765\u5212\u5206\u6bcf\u4e2a\u90e8\u5206\u3002\u901a\u8fc7\u7528&lt;documents&gt;\u3001&lt;tools&gt;\u548c&lt;instruction&gt;\u7b49\u6807\u7b7e\u5305\u88f9\u4e0d\u540c\u7c7b\u578b\u7684\u4fe1\u606f&#xff0c;\u6211\u4eec\u5411\u6a21\u578b\u660e\u786e\u8bf4\u660e\u4e86\u6bcf\u6bb5\u4fe1\u606f\u7684\u4f5c\u7528\u3002<\/p>\n<p>\u4f8b\u5982&#xff0c;\u4ee5\u4e0b\u662f\u6211\u4eec\u5982\u4f55\u6784\u5efa\u4e00\u4e2a\u8ba9\u6a21\u578b\u80fd\u591f\u8bbf\u95eeget_weather\u5de5\u5177\u7684\u63d0\u793a\u8bcd\u3002<\/p>\n<p>&lt;tools&gt;  &lt;tool_definition&gt;    {      &#034;name&#034;: &#034;get_weather&#034;,      &#034;description&#034;: &#034;\u83b7\u53d6\u6307\u5b9a\u5730\u70b9\u7684\u5f53\u524d\u5929\u6c14&#034;,      &#034;parameters&#034;: {        &#034;type&#034;: &#034;object&#034;,        &#034;properties&#034;: {          &#034;location&#034;: {            &#034;type&#034;: &#034;string&#034;,            &#034;description&#034;: &#034;\u57ce\u5e02\u548c\u5dde&#xff0c;\u4f8b\u5982&#xff1a;\u65e7\u91d1\u5c71&#xff0c;\u52a0\u5229\u798f\u5c3c\u4e9a\u5dde&#034;          },          &#034;unit&#034;: {            &#034;type&#034;: &#034;string&#034;,            &#034;enum&#034;: [&#034;\u6444\u6c0f\u5ea6&#034;, &#034;\u534e\u6c0f\u5ea6&#034;]          }        },        &#034;required&#034;: [&#034;location&#034;]      }    }  &lt;\/tool_definition&gt;&lt;\/tools&gt;&lt;instruction&gt;\u56de\u7b54\u7528\u6237\u7684\u95ee\u9898\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528\u5de5\u5177\u3002&lt;\/instruction&gt;&lt;query&gt;\u65e7\u91d1\u5c71\u7684\u5929\u6c14\u600e\u4e48\u6837&#xff1f;&lt;\/query&gt;<\/p>\n<p>\u5927\u578b\u8bed\u8a00\u6a21\u578b\u672c\u8eab\u5e76\u4e0d\u8fd0\u884c\u51fd\u6570\u3002\u5b83\u53ea\u662f\u751f\u6210\u7ed3\u6784\u5316\u7684\u8bf7\u6c42&#xff0c;\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<p>{  &#034;tool_name&#034;: &#034;get_weather&#034;,  &#034;parameters&#034;: {    &#034;location&#034;: &#034;\u65e7\u91d1\u5c71&#xff0c;\u52a0\u5229\u798f\u5c3c\u4e9a\u5dde&#034;,    &#034;unit&#034;: &#034;\u534e\u6c0f\u5ea6&#034;  }}<\/p>\n<p>\u4f60\u7684\u5e94\u7528\u7a0b\u5e8f\u4ee3\u7801\u8d1f\u8d23\u89e3\u6790\u8fd9\u4e2aJSON&#xff0c;\u6267\u884c\u51fd\u6570&#xff0c;\u5e76\u5c06\u7ed3\u679c\u8fd4\u56de\u7ed9\u6a21\u578b\u3002<\/p>\n<h2>\u957f\u4e0a\u4e0b\u6587\u7684\u9690\u85cf\u6210\u672c<\/h2>\n<p>\u968f\u7740\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u8fbe\u5230\u6570\u767e\u4e07\u4ee4\u724c&#xff0c;\u4eba\u4eec\u5f88\u5bb9\u6613\u8ba4\u4e3a\u6211\u4eec\u53ef\u4ee5\u5411\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8f93\u5165\u6574\u4e2a\u6570\u636e\u5e93&#xff0c;\u5e76\u5f97\u5230\u5b8c\u7f8e\u7684\u7b54\u6848\u3002<\/p>\n<p>\u7136\u800c&#xff0c;\u8fd9\u79cd\u201c\u4e0a\u4e0b\u6587\u586b\u5145\u201d\u65b9\u6cd5\u5b58\u5728\u9690\u85cf\u7684\u6210\u672c\u548c\u6027\u80fd\u9677\u9631\u3002\u4ec5\u4ec5\u589e\u5927\u4e0a\u4e0b\u6587\u901a\u5e38\u662f\u4e00\u79cd\u4e0d\u53ef\u9760\u4e14\u4f4e\u6548\u7684\u7b56\u7565\u3002<\/p>\n<h4>\u4e0a\u4e0b\u6587\u8870\u51cf&#xff1a;\u5f53\u957f\u4e0a\u4e0b\u6587\u964d\u4f4e\u6027\u80fd\u65f6<\/h4>\n<p>\u6700\u8fd1\u51fa\u73b0\u7684\u4e00\u79cd\u88ab\u79f0\u4e3a\u201c\u4e0a\u4e0b\u6587\u8870\u51cf\u201d\u7684\u73b0\u8c61&#xff0c;\u5df2\u6210\u4e3a\u73b0\u4ee3\u5927\u578b\u8bed\u8a00\u6a21\u578b\u90e8\u7f72\u4e2d\u6700\u4ee4\u4eba\u62c5\u5fe7\u7684\u6311\u6218\u4e4b\u4e00\u3002\u5c3d\u7ba1\u7406\u8bba\u4e0a\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u8fbe\u523010\u4e07\u5230100\u4e07\u4ee4\u724c&#xff0c;\u4f46\u7814\u7a76\u8868\u660e&#xff0c;\u5728\u4ec5\u4ec5\u6570\u4e07\u4e2a\u4ee4\u724c\u4e4b\u540e&#xff0c;\u6027\u80fd\u5c31\u5f00\u59cb\u663e\u8457\u4e0b\u964d\u2014\u2014\u8fdc\u8fdc\u4f4e\u4e8e\u5ba3\u4f20\u7684\u6781\u9650\u3002<\/p>\n<p>Chroma 2025\u5e74\u7684\u7efc\u5408\u7814\u7a76\u8bc4\u4f30\u4e8618\u4e2a\u9886\u5148\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff0c;\u5305\u62ecGPT-4.1\u3001Claude 4\u3001Gemini 2.5\u548cQwen3&#xff0c;\u5728\u5404\u79cd\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002\u7ed3\u679c\u5f88\u660e\u786e&#xff1a;\u6a21\u578b\u5904\u7406\u4e0a\u4e0b\u6587\u7684\u65b9\u5f0f\u5e76\u4e0d\u5747\u5300&#xff0c;\u968f\u7740\u8f93\u5165\u957f\u5ea6\u7684\u589e\u52a0&#xff0c;\u5b83\u4eec\u7684\u6027\u80fd\u53d8\u5f97\u8d8a\u6765\u8d8a\u4e0d\u53ef\u9760&#xff0c;\u5373\u4f7f\u662f\u50cf\u91cd\u590d\u5e26\u6709\u5fae\u5c0f\u53d8\u5316\u7684\u5355\u8bcd\u5e8f\u5217\u8fd9\u6837\u7684\u7b80\u5355\u4efb\u52a1\u4e5f\u662f\u5982\u6b64\u3002<\/p>\n<p>\u8be5\u7814\u7a76\u63ed\u793a\u4e86\u5173\u4e8e\u4e0a\u4e0b\u6587\u8870\u51cf\u7684\u51e0\u4e2a\u5173\u952e\u53d1\u73b0&#xff1a;<\/p>\n<ul>\n<li>\u6027\u80fd\u4e0b\u964d\u4e0d\u5747\u5300&#xff1a;\u6a21\u578b\u4e0d\u4f1a\u4f18\u96c5\u5730\u5931\u8d25\u2014\u2014\u76f8\u53cd&#xff0c;\u5b83\u4eec\u8868\u73b0\u51fa\u4e0d\u7a33\u5b9a\u7684\u884c\u4e3a&#xff0c;\u6709\u4e9b\u751f\u6210\u968f\u673a\u8f93\u51fa&#xff0c;\u6709\u4e9b\u62d2\u7edd\u5c1d\u8bd5\u4efb\u52a1&#xff0c;\u8bb8\u591a\u5219\u751f\u6210\u81ea\u4fe1\u4f46\u9519\u8bef\u7684\u54cd\u5e94\u3002<\/li>\n<li>\u6a21\u578b\u5bb6\u65cf\u8868\u73b0\u4e0d\u540c&#xff1a;OpenAI\u7684GPT\u6a21\u578b\u8868\u73b0\u51fa\u6700\u4e0d\u7a33\u5b9a\u7684\u884c\u4e3a&#xff0c;\u800cClaude\u6a21\u578b\u5219\u66f4\u4e3a\u4fdd\u5b88&#xff0c;\u5728\u4e0d\u786e\u5b9a\u65f6\u5f80\u5f80\u9009\u62e9\u4e0d\u56de\u7b54&#xff0c;\u800c\u4e0d\u662f\u5e7b\u89c9\u8f93\u51fa\u3002<\/li>\n<li>\u7b80\u5355\u4efb\u52a1\u53d8\u5f97\u4e0d\u53ef\u9760&#xff1a;\u5373\u4f7f\u662f\u50cf\u590d\u5236\u91cd\u590d\u6587\u672c\u5e76\u63d2\u5165\u4e00\u4e2a\u72ec\u7279\u5355\u8bcd\u8fd9\u6837\u7684\u57fa\u672c\u4efb\u52a1&#xff0c;\u5728\u8d85\u8fc710,000\u4e2a\u5355\u8bcd\u540e\u4e5f\u53d8\u5f97\u4e0d\u53ef\u9760&#xff0c;\u6a21\u578b\u4f1a\u751f\u6210\u968f\u673a\u91cd\u590d\u6216\u7f29\u77ed\u8f93\u51fa\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730122802-688a0fd258323.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br 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decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730122802-688a0fd2da329.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br 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decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730122804-688a0fd467a9b.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br 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payload&#xff08;\u8d1f\u8f7d&#xff09;&#xff0c;\u4f7f\u5927\u578b\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u6267\u884c\u7279\u5b9a\u4efb\u52a1\u7684\u5b66\u79d1\u3002<\/p>\n<h4>\u64cd\u4f5c\u7cfb\u7edf\u7c7b\u6bd4&#xff1a;CPU\u548cRAM<\/h4>\n<p>\u7406\u89e3\u4e0a\u4e0b\u6587\u7ba1\u7406\u7684\u6700\u4f73\u65b9\u5f0f\u6216\u8bb8\u53ef\u4ee5\u501f\u9274\u8ba1\u7b97\u673a\u786c\u4ef6\u7684\u7c7b\u6bd4\u3002\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d&#xff0c;\u5927\u578b\u8bed\u8a00\u6a21\u578b\u662f\u4e00\u4e2a\u5f3a\u5927\u4f46\u65e0\u72b6\u6001\u7684\u5904\u7406\u5668\u2014\u2014CPU\u3002\u4e0a\u4e0b\u6587\u7a97\u53e3\u662f\u5176\u6613\u5931\u6027\u7684\u3001\u6709\u9650\u7684\u5de5\u4f5c\u5185\u5b58\u2014\u2014RAM\u3002\u5927\u578b\u8bed\u8a00\u6a21\u578b\u53ea\u80fd\u201c\u601d\u8003\u201d\u5f53\u524d\u52a0\u8f7d\u5230\u5176RAM\u4e2d\u7684\u5185\u5bb9\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730122805-688a0fd53201a.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u201c\u4f5c\u4e3a\u64cd\u4f5c\u7cfb\u7edf\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u201d\u7684\u7c7b\u6bd4\u3002\u5b83\u5c06\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7cfb\u7edf\u4e0e\u8ba1\u7b97\u673a\u7684\u67b6\u6784\u8fdb\u884c\u4e86\u6bd4\u8f83\u3002\u4e00\u4e2a\u201cCPU\u201d\u56fe\u6807\u88ab\u6807\u8bb0\u4e3a\u201c\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff08;\u5904\u7406\u5668&#xff09;\u201d&#xff0c;\u4e00\u4e2a\u201cRAM\u201d\u56fe\u6807\u88ab\u6807\u8bb0\u4e3a\u201c\u4e0a\u4e0b\u6587\u7a97\u53e3&#xff08;\u5de5\u4f5c\u5185\u5b58&#xff09;\u201d&#xff0c;\u4e00\u4e2a\u201c\u786c\u76d8\u201d\u56fe\u6807\u88ab\u6807\u8bb0\u4e3a\u201c\u5916\u90e8\u6765\u6e90&#xff08;\u6570\u636e\u5e93\u3001API\u3001\u6587\u4ef6&#xff09;\u201d\u3002\u4e00\u4e2a\u6807\u6709\u201c\u4e0a\u4e0b\u6587\u5de5\u7a0b&#xff08;\u5185\u5b58\u7ba1\u7406\u5668&#xff09;\u201d\u7684\u5927\u7bad\u5934\u663e\u793a\u6570\u636e\u4ece\u786c\u76d8\u88ab\u9009\u62e9\u6027\u5730\u79fb\u52a8\u5230RAM\u3002\u8fd9\u8bf4\u660e\u4e86\u4e0a\u4e0b\u6587\u5de5\u7a0b\u5e08\u7684\u5de5\u4f5c\u662f\u7ba1\u7406\u52a0\u8f7d\u5230\u5927\u578b\u8bed\u8a00\u6a21\u578b\u6709\u9650\u5de5\u4f5c\u5185\u5b58\u4e2d\u7684\u4fe1\u606f\u3002<\/p>\n<p>\u8fd9\u4f7f\u6211\u4eec\u5f00\u53d1\u8005\u6210\u4e3a\u64cd\u4f5c\u7cfb\u7edf\u7684\u67b6\u6784\u5e08\u3002\u6211\u4eec\u7684\u5de5\u4f5c\u662f\u6784\u5efa\u4e00\u4e2a\u201c\u5185\u5b58\u7ba1\u7406\u5668\u201d&#xff0c;\u5b83\u80fd\u667a\u80fd\u5730\u5c06\u4fe1\u606f\u4ece\u201c\u786c\u76d8\u201d&#xff08;\u6570\u636e\u5e93\u3001API\u3001\u6587\u4ef6&#xff09;\u52a0\u8f7d\u5230RAM\u4e2d&#xff0c;\u786e\u4fddCPU\u62e5\u6709\u5f53\u524d\u4efb\u52a1\u6240\u9700\u7684\u786e\u5207\u4fe1\u606f&#xff0c;\u800c\u4e0d\u4f1a\u88ab\u6df9\u6ca1\u3002<\/p>\n<h4>\u4e3b\u8981\u4e0a\u4e0b\u6587\u7ba1\u7406\u7b56\u7565<\/h4>\n<p>\u57fa\u4e8e\u8fd9\u4e2a\u64cd\u4f5c\u7cfb\u7edf\u7c7b\u6bd4&#xff0c;\u8ba9\u6211\u4eec\u63a2\u8ba8\u5b9e\u7528\u7684\u201c\u5185\u5b58\u7ba1\u7406\u201d\u6280\u672f\u3002\u5728\u4efb\u4f55\u4ea4\u4e92\u5f0f\u5e94\u7528\u7a0b\u5e8f\u4e2d&#xff0c;\u5bf9\u8bdd\u5386\u53f2\u90fd\u4f1a\u8fc5\u901f\u589e\u957f\u3002\u5982\u679c\u4efb\u5176\u53d1\u5c55&#xff0c;\u5b83\u4f1a\u6ea2\u51fa\u4e0a\u4e0b\u6587\u7a97\u53e3&#xff0c;\u5bfc\u81f4\u6a21\u578b\u5fd8\u8bb0\u5bf9\u8bdd\u7684\u5f00\u5934\u3002<\/p>\n<p>\u6700\u7b80\u5355\u7684\u7b56\u7565\u662f\u622a\u65ad&#xff0c;\u5373\u6211\u4eec\u53ea\u4fdd\u7559\u6700\u540eN\u6761\u6d88\u606f\u3002\u4e00\u79cd\u66f4\u590d\u6742\u7684\u65b9\u6cd5\u662f\u603b\u7ed3&#xff0c;\u5373\u6211\u4eec\u4f7f\u7528\u53e6\u4e00\u4e2a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8c03\u7528\u6765\u521b\u5efa\u5bf9\u8bdd\u8f83\u65e7\u90e8\u5206\u7684\u6d53\u7f29\u6458\u8981\u3002\u622a\u65ad\u901f\u5ea6\u5feb&#xff0c;\u4f46\u53ef\u80fd\u4f1a\u4e22\u5931\u5173\u952e\u7ec6\u8282&#xff0c;\u800c\u603b\u7ed3\u66f4\u667a\u80fd&#xff0c;\u4f46\u4f1a\u589e\u52a0\u5ef6\u8fdf\u548c\u6210\u672c\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730122805-688a0fd5b2e6b.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br 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decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730122806-688a0fd6827e8.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br 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\/>\nvx\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u5373\u53ef<br \/>\n\u52a0\u4e0a\u540e\u4f1a\u4e00\u4e2a\u4e2a\u7ed9\u5927\u5bb6\u53d1<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730122800-688a0fd021f10.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u5927\u6a21\u578b\u5168\u5957\u5b66\u4e60\u8d44\u6599\u5c55\u793a<\/h3>\n<p>\u81ea\u6211\u4eec\u4e0eMoPaaS\u9b54\u6cca\u4e91\u5408\u4f5c\u4ee5\u6765&#xff0c;\u6211\u4eec\u4e0d\u65ad\u6253\u78e8\u8bfe\u7a0b\u4f53\u7cfb\u4e0e\u6280\u672f\u5185\u5bb9&#xff0c;\u5728\u7ec6\u8282\u4e0a\u7cbe\u76ca\u6c42\u7cbe&#xff0c;\u540c\u65f6\u5728\u6280\u672f\u5c42\u9762\u4e5f\u65b0\u589e\u4e86\u8bb8\u591a\u524d\u6cbf\u4e14\u5b9e\u7528\u7684\u5185\u5bb9&#xff0c;\u529b\u6c42\u4e3a\u5927\u5bb6\u5e26\u6765\u66f4\u7cfb\u7edf\u3001\u66f4\u5b9e\u6218\u3001\u66f4\u843d\u5730\u7684\u5927\u6a21\u578b\u5b66\u4e60\u4f53\u9a8c\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730122808-688a0fd8619d0.gif\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u5e0c\u671b\u8fd9\u4efd\u7cfb\u7edf\u3001\u5b9e\u7528\u7684\u5927\u6a21\u578b\u5b66\u4e60\u8def\u5f84&#xff0c;\u80fd\u591f\u5e2e\u52a9\u4f60\u4ece\u96f6\u5165\u95e8&#xff0c;\u8fdb\u9636\u5230\u5b9e\u6218&#xff0c;\u771f\u6b63\u638c\u63e1AI\u65f6\u4ee3\u7684\u6838\u5fc3\u6280\u80fd&#xff01;<\/p>\n<h4>01 \u6559\u5b66\u5185\u5bb9<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730122808-688a0fd878cbd.png\" alt=\"\u56fe\u7247\" \/><\/p>\n<ul>\n<li>\n<p>\u4ece\u96f6\u5230\u7cbe\u901a\u5b8c\u6574\u95ed\u73af&#xff1a;\u3010\u57fa\u7840\u7406\u8bba \u2192RAG\u5f00\u53d1 \u2192 Agent\u8bbe\u8ba1 \u2192  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src=\"2025-07-30bcrx1gjmoco.png\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u65b0\u624b\u5fc5\u5907\u7684\u5927\u6a21\u578b\u5b66\u4e60PDF\u4e66\u5355\u6765\u4e86&#xff01;\u5168\u662f\u786c\u6838\u77e5\u8bc6&#xff0c;\u5e2e\u4f60\u5c11\u8d70\u5f2f\u8def&#xff08;\u4e0d\u5439\u725b&#xff0c;\u771f\u6709\u7528&#xff09;<br \/>\n<img decoding=\"async\" src=\"2025-07-305ladew2ubln.png\" alt=\"\u56fe\u7247\" \/><\/p>\n<h4>05 \u884c\u4e1a\u62a5\u544a&#043;\u767d\u76ae\u4e66\u5408\u96c6<\/h4>\n<p>\u6536\u96c670&#043;\u62a5\u544a\u4e0e\u767d\u76ae\u4e66&#xff0c;\u4e86\u89e3\u884c\u4e1a\u6700\u65b0\u52a8\u6001&#xff01;<br \/>\n<img decoding=\"async\" src=\"2025-07-30dtu4vwjrbvn.png\" alt=\"\u56fe\u7247\" \/><\/p>\n<h4>06 90&#043;\u4efd\u9762\u8bd5\u9898\/\u7ecf\u9a8c<\/h4>\n<p>AI\u5927\u6a21\u578b\u5c97\u4f4d\u9762\u8bd5\u7ecf\u9a8c\u603b\u7ed3&#xff08;\u8c01\u5b66\u6280\u672f\u4e0d\u662f\u4e3a\u4e86\u8d5a$\u5462&#xff0c;\u627e\u4e2a\u597d\u7684\u5c97\u4f4d\u5f88\u91cd\u8981&#xff09;<img decoding=\"async\" src=\"2025-07-30f3ednw32dix.gif\" alt=\"\u56fe\u7247\" \/><br \/>\n<img decoding=\"async\" src=\"2025-07-30ecq12s0rx0l.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>07 deepseek\u90e8\u7f72\u5305&#043;\u6280\u5de7\u5927\u5168<\/h4>\n<p><img decoding=\"async\" src=\"2025-07-30lwnvnuglxcb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u7531\u4e8e\u7bc7\u5e45\u6709\u9650<\/p>\n<p>\u53ea\u5c55\u793a\u90e8\u5206\u8d44\u6599<\/p>\n<p>\u5e76\u4e14\u8fd8\u5728\u6301\u7eed\u66f4\u65b0\u4e2d\u2026<\/p>\n<p>\u771f\u8bda\u65e0\u507f\u5206\u4eab&#xff01;&#xff01;&#xff01;<br \/>\nvx\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u5373\u53ef<br \/>\n\u52a0\u4e0a\u540e\u4f1a\u4e00\u4e2a\u4e2a\u7ed9\u5927\u5bb6\u53d1<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730122800-688a0fd021f10.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" 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