\u6700\u8fd1\uff0cAI\u5708\u88ab\u4e09\u4e2a\u8bcd\u5237\u5c4f\u4e86\u2014\u2014MCP\u3001RAG\u3001Agent\uff01\u51e0\u4e4e\u6bcf\u5929\u90fd\u6709\u65b0\u7684\u76f8\u5173\u5de5\u5177\u5192\u51fa\u6765\uff0c\u5404\u5927\u6280\u672f\u8bba\u575b\u3001\u884c\u4e1a\u7fa4\u804a\u5f97\u70ed\u706b\u671d\u5929\u3002\u4f46\u4e0d\u5c11\u670b\u53cb\u4e00\u770b\u5230\u8fd9\u4e9b\u672f\u8bed\u5c31\u72af\u8ff7\u7cca\uff1a\u5b83\u4eec\u5230\u5e95\u662f\u5565\uff1f\u80fd\u5e72\u5565\uff1f\u548c\u6211\u4eec\u666e\u901a\u4eba\u53c8\u6709\u5565\u5173\u7cfb\uff1f\u522b\u614c\uff01\u4eca\u5929\u5c31\u7528\u6700\u63a5\u5730\u6c14\u7684\u65b9\u5f0f\uff0c\u5e26\u4f60\u5f7b\u5e95\u641e\u61c2\u8fd9\u4e9b\u6982\u5ff5\uff0c\u770b\u5b8c\u79d2\u53d8AI\u8fbe\u4eba\uff01<\/p>\n\n\n\n
MCP\uff1aAI\u754c\u7684\u201c\u4e07\u80fd\u8f6c\u6362\u5668\u201d<\/p>\n\n\n\n
MCP\u5176\u5b9e\u662f\u4e2a\u201c\u591a\u9762\u624b\u201d\uff0c\u4e0d\u8fc7\u6211\u4eec\u91cd\u70b9\u5173\u6ce8\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff08Model Context Protocol\uff09\uff0c\u5b83\u5c31\u50cfAI\u4e16\u754c\u7684\u201c\u4e07\u80fd\u8f6c\u6362\u5668\u201d\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u4f60\u5bb6\u91cc\u6709\u5404\u79cd\u4e0d\u540c\u63d2\u5934\u7684\u7535\u5668\uff0c\u60f3\u63d2\u5230\u63d2\u5ea7\u4e0a\u5f97\u914d\u4e0d\u540c\u8f6c\u63a5\u5934\uff0c\u9ebb\u70e6\u53c8\u6df7\u4e71\u3002\u5728AI\u9886\u57df\uff0c\u8fc7\u53bb\u5927\u6a21\u578b\u60f3\u8c03\u7528\u6587\u4ef6\u3001\u6570\u636e\u5e93\u3001\u804a\u5929\u8f6f\u4ef6\u7b49\u5de5\u5177\uff0c\u4e5f\u5f97\u5355\u72ec\u5f00\u53d1\u63a5\u53e3\uff0c\u6548\u7387\u6781\u4f4e\u3002<\/p>\n\n\n\n
\u800cMCP\u5c31\u50cf\u4e00\u4e2a\u201c\u8d85\u7ea7\u8f6c\u63a5\u5934\u201d\uff0c\u628a\u6240\u6709\u5916\u90e8\u5de5\u5177\u7684\u63a5\u53e3\u7edf\u4e00\u6807\u51c6\u3002\u6bd4\u5982\u4f60\u60f3\u8ba9AI\u5206\u6790Excel\u8868\u683c\u6570\u636e\uff0c\u4e0d\u7528\u624b\u52a8\u590d\u5236\u7c98\u8d34\uff0cMCP\u76f4\u63a5\u5e2eAI\u201c\u8fde\u63a5\u201d\u8868\u683c\uff0c\u8fd8\u80fd\u8c03\u7528\u6d4f\u89c8\u5668\u67e5\u8d44\u6599\u3001\u53d1\u90ae\u4ef6\uff0c\u5c31\u50cf\u7ed9AI\u88c5\u4e86\u4e00\u4e2a\u201c\u667a\u80fd\u4e2d\u67a2\u201d\uff0c\u8ba9\u5b83\u80fd\u8f7b\u677e\u73a9\u8f6c\u5404\u79cd\u5de5\u5177\uff01<\/p>\n\n\n\n
\u76f8\u6bd4\u4e4b\u524d\u7684function call\uff08\u6a21\u578b\u8c03\u7528\u5916\u90e8\u5de5\u5177\u7684\u80fd\u529b\uff09\uff0cMCP\u5c31\u50cf\u201c\u516c\u5171\u4ea4\u901a\u201d\uff0c\u6240\u6709\u4eba\u90fd\u80fd\u5750\uff1bfunction call\u66f4\u50cf\u201c\u4e13\u8f66\u201d\uff0c\u53ea\u670d\u52a1\u7279\u5b9a\u6a21\u578b\u3002MCP\u901a\u8fc7\u7edf\u4e00\u6807\u51c6\uff0c\u6253\u7834\u4e86\u5de5\u5177\u8c03\u7528\u7684\u58c1\u5792\uff0c\u8ba9AI\u80fd\u66f4\u9ad8\u6548\u5730\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002<\/p>\n\n\n\n
RAG\uff1a\u7ed9AI\u88c5\u4e0a\u201c\u77e5\u8bc6\u5927\u8111\u201d<\/p>\n\n\n\n
RAG\uff0c\u5168\u79f0\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff0c\u89e3\u51b3\u7684\u662fAI\u7684\u201c\u80e1\u8bf4\u516b\u9053\u201d\u95ee\u9898\u2014\u2014\u4e5f\u5c31\u662f\u5927\u5bb6\u5e38\u8bf4\u7684\u201c\u5e7b\u89c9\u201d\u3002\u60f3\u8c61\u4f60\u95eeAI\u201c\u5982\u4f55\u6cbb\u7597\u611f\u5192\u201d\uff0c\u5982\u679c\u5b83\u6ca1\u6709\u53c2\u8003\u4f9d\u636e\uff0c\u53ef\u80fd\u7ed9\u51fa\u9519\u8bef\u5efa\u8bae\u3002\u800cRAG\u5c31\u50cf\u7ed9AI\u914d\u4e86\u4e00\u4e2a\u201c\u77e5\u8bc6\u7ba1\u5bb6\u201d\uff0c\u8ba9\u5b83\u5148\u4ece\u6d77\u91cf\u77e5\u8bc6\u5e93\uff08\u4f01\u4e1a\u6587\u6863\u3001\u533b\u5b66\u6307\u5357\u3001\u5e02\u573a\u62a5\u544a\u7b49\uff09\u91cc\u627e\u7b54\u6848\uff0c\u518d\u7ed3\u5408\u95ee\u9898\u751f\u6210\u56de\u7b54\u3002<\/p>\n\n\n\n
\u5177\u4f53\u6d41\u7a0b\u5f88\u7b80\u5355\uff1a\u7528\u6237\u63d0\u95ee\u2192RAG\u628a\u95ee\u9898\u53d8\u6210\u201c\u5173\u952e\u8bcd\u5bc6\u7801\u201d\uff0c\u5728\u77e5\u8bc6\u5e93\u641c\u7d22\u5339\u914d\u5185\u5bb9\u2192\u6574\u5408\u8fd9\u4e9b\u5185\u5bb9\u540e\uff0c\u518d\u201c\u5582\u201d\u7ed9\u5927\u6a21\u578b\u751f\u6210\u6700\u7ec8\u7b54\u6848\u3002\u8fd9\u5c31\u50cf\u5199\u8bba\u6587\u65f6\uff0c\u5148\u67e5\u6587\u732e\u627e\u8d44\u6599\uff0c\u518d\u603b\u7ed3\u63d0\u70bc\uff0c\u4fdd\u8bc1\u8f93\u51fa\u5185\u5bb9\u65e2\u4e13\u4e1a\u53c8\u9760\u8c31\uff01<\/p>\n\n\n\n
RAG\u7684\u5e94\u7528\u573a\u666f\u8d85\u5e7f\u6cdb\uff1a<\/p>\n\n\n\n
\u667a\u80fd\u5ba2\u670d:\u81ea\u52a8\u8c03\u53d6\u4ea7\u54c1\u624b\u518c\uff0c\u7cbe\u51c6\u89e3\u7b54\u5ba2\u6237\u95ee\u9898\uff1b<\/p>\n\n\n\n
\u4f01\u4e1a\u529e\u516c:\u5458\u5de5\u4e00\u53e5\u8bdd\u5c31\u80fd\u67e5\u5230\u5185\u90e8\u6280\u672f\u6587\u6863\uff1b<\/p>\n\n\n\n
\u533b\u7597\u91d1\u878d:\u533b\u751f\u53c2\u8003\u6700\u65b0\u75c5\u4f8b\u3001\u5206\u6790\u5e08\u7ed3\u5408\u5e02\u573a\u6570\u636e\uff0c\u505a\u51fa\u66f4\u79d1\u5b66\u7684\u51b3\u7b56\u3002<\/p>\n\n\n\n
Agent\uff1a\u4e3b\u52a8\u5e72\u6d3b\u7684\u201c\u5c0f\u52a9\u7406\u201d<\/p>\n\n\n\n
Agent\uff08\u667a\u80fd\u4f53\uff09\u662f\u8fd9\u4e09\u8005\u4e2d\u6700\u201c\u806a\u660e\u201d\u7684\u5b58\u5728\uff0c\u5b83\u5c31\u50cf\u4e00\u4e2a24\u5c0f\u65f6\u5728\u7ebf\u7684\u667a\u80fd\u52a9\u7406\u3002\u666e\u901aAI\u53ea\u80fd\u88ab\u52a8\u7b49\u4f60\u63d0\u95ee\uff0c\u800cAgent\u80fd\u4e3b\u52a8\u7406\u89e3\u4efb\u52a1\uff0c\u62c6\u89e3\u6b65\u9aa4\uff0c\u8c03\u7528\u5de5\u5177\u5b8c\u6210\u76ee\u6807\u3002<\/p>\n\n\n\n
\u6bd4\u5982\u4f60\u8bf4\u201c\u505a\u4e00\u4efd\u4e0b\u5468\u7684\u65c5\u884c\u653b\u7565\u201d\uff0cAgent\u4f1a\u81ea\u52a8\u89c4\u5212\uff1a\u5148\u67e5\u76ee\u7684\u5730\u5929\u6c14\uff08\u8c03\u7528\u5929\u6c14API\uff09\u2192\u641c\u7d22\u70ed\u95e8\u666f\u70b9\uff08\u8c03\u7528\u641c\u7d22\u5f15\u64ce\uff09\u2192\u5bf9\u6bd4\u673a\u7968\u9152\u5e97\u4ef7\u683c\uff08\u8c03\u7528\u9884\u8ba2\u5e73\u53f0\uff09\u2192\u6700\u540e\u6574\u7406\u6210\u653b\u7565\u53d1\u7ed9\u4f60\u3002\u5b83\u4e0d\u4ec5\u80fd\u6267\u884c\u4efb\u52a1\uff0c\u8fd8\u80fd\u50cf\u4eba\u7c7b\u4e00\u6837\u601d\u8003\u4f18\u5148\u7ea7\uff0c\u7075\u6d3b\u8c03\u6574\u6d41\u7a0b\u3002<\/p>\n\n\n\n
\u5b83\u4eec\u5982\u4f55\u201c\u7ec4\u961f\u653e\u5927\u62db\u201d<\/p>\n\n\n\n
\u8fd9\u4e09\u8005\u53ef\u4e0d\u662f\u5404\u81ea\u4e3a\u6218\uff0c\u800c\u662f\u7d27\u5bc6\u534f\u4f5c\uff0c\u5f62\u6210AI\u754c\u7684\u201c\u9ec4\u91d1\u4e09\u89d2\u201d\uff1a<\/p>\n\n\n\n
MCP+RAG\uff1aMCP\u5e2eRAG\u5feb\u901f\u8c03\u53d6\u77e5\u8bc6\u5e93\uff0cRAG\u4e3aMCP\u63d0\u4f9b\u5b9e\u65f6\u6570\u636e\u652f\u6301\u3002\u6bd4\u5982\u5728\u7535\u5546\u573a\u666f\u4e2d\uff0cMCP\u8c03\u7528\u5e93\u5b58API\u83b7\u53d6\u6570\u636e\uff0cRAG\u5206\u6790\u5386\u53f2\u9500\u552e\u8bb0\u5f55\uff0c\u5171\u540c\u4e3a\u5546\u5bb6\u63d0\u4f9b\u7cbe\u51c6\u7684\u8865\u8d27\u5efa\u8bae\u3002<\/p>\n\n\n\n
MCP+Agent\uff1aMCP\u662f\u201c\u57fa\u7840\u8bbe\u65bd\u201d\uff0cAgent\u662f\u201c\u6307\u6325\u5b98\u201d\u3002Agent\u901a\u8fc7MCP\u8c03\u7528\u5404\u79cd\u5de5\u5177\uff0c\u5c31\u50cf\u5bfc\u6f14\u6307\u6325\u6f14\u5458\u5b8c\u6210\u4e00\u573a\u6f14\u51fa\u3002\u6bd4\u5982\u81ea\u52a8\u5316\u529e\u516c\u4e2d\uff0cAgent\u901a\u8fc7MCP\u53d1\u9001\u90ae\u4ef6\u3001\u5904\u7406\u8868\u683c\uff0c\u8f7b\u677e\u641e\u5b9a\u7e41\u7410\u5de5\u4f5c\u3002<\/p>\n\n\n\n
\u751f\u6d3b\u573a\u666f\u4e3e\u4f8b<\/p>\n\n\n\n
\u60f3\u8c61\u4e00\u4e2a\u667a\u80fd\u5bb6\u5ead\u573a\u666f\uff1a\u4f60\u5bf9AI\u8bf4\u201c\u51c6\u5907\u665a\u9910\u5e76\u6253\u626b\u5ba2\u5385\u201d\u3002<\/p>\n\n\n\n
Agent\u7acb\u523b\u542f\u52a8\uff0c\u50cf\u7ba1\u5bb6\u4e00\u6837\u5b89\u6392\u4efb\u52a1\uff1a\u5148\u68c0\u67e5\u51b0\u7bb1\u98df\u6750\uff08\u8c03\u7528\u667a\u80fd\u5bb6\u5c45\u7cfb\u7edf\uff09\u2192\u89c4\u5212\u83dc\u8c31\uff08\u8c03\u7528\u7f8e\u98df\u6570\u636e\u5e93\uff09\u2192\u901a\u77e5\u626b\u5730\u673a\u5668\u4eba\u6253\u626b\uff08\u8c03\u7528\u8bbe\u5907\u63a7\u5236\u63a5\u53e3\uff09\uff1b<\/p>\n\n\n\n
MCP\u5c31\u50cf\u5bb6\u91cc\u7684\u201c\u667a\u80fd\u7535\u7f51\u201d\uff0c\u628a\u51b0\u7bb1\u3001\u626b\u5730\u673a\u5668\u4eba\u3001\u6570\u636e\u5e93\u7b49\u6240\u6709\u8bbe\u5907\u548c\u4fe1\u606f\u6e90\u8fde\u63a5\u8d77\u6765\uff0c\u8ba9Agent\u80fd\u987a\u7545\u8c03\u7528\uff1b<\/p>\n\n\n\n
RAG\u5219\u8d1f\u8d23\u63d0\u4f9b\u77e5\u8bc6\u652f\u6301\uff0c\u6bd4\u5982\u63a8\u8350\u7b26\u5408\u98df\u6750\u7684\u83dc\u8c31\uff0c\u6216\u662f\u7ed9\u51fa\u6e05\u6d01\u5c0f\u5999\u62db\u3002<\/p>\n\n\n\n
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