{"id":4745,"date":"2026-02-09T10:06:03","date_gmt":"2026-02-09T02:06:03","guid":{"rendered":"https:\/\/acevs.com\/?p=4745"},"modified":"2026-02-09T10:06:03","modified_gmt":"2026-02-09T02:06:03","slug":"%e9%80%9a%e7%94%a8%e6%a8%a1%e5%9e%8b-%e5%9e%82%e7%9b%b4-agent-agi-%e6%a1%86%e6%9e%b6mcp%e6%84%8f%e6%80%9d","status":"publish","type":"post","link":"https:\/\/acevs.com\/4745\/","title":{"rendered":"\u901a\u7528\u6a21\u578b \u5782\u76f4 agent agi \u6846\u67b6mcp\u610f\u601d"},"content":{"rendered":"<p>\u5168\u6587AI\u751f\u6210\uff0c\u5343\u95ee\u751f\u6210\uff0c\u5343\u95ee\u4f18\u60e0\u5238\u9080\u8bf7\u94fe\u63a5\u4f18\u60e0\u5238\u52302.28\u6709\u6548\u6b22\u8fce\u5efa\u7acb\u94fe\u63a5https:\/\/b.qianwen.com\/dragon\/vBqu5CZ39\/typ86Uyl2s7G5Kn5E\/jWDhxQEN8B?qk_r_web_str=OPT%3AHIDDEN%401%7COPT%3ATOAST%400&amp;click_src=hx0llc8cn1at&amp;click_subsrc=p4jjfer59waj&amp;qshare_entry=clipboard&amp;entry=newyear_drinks&amp;inviteCode=c5d06a93887a0aa68ee2104fe4b720ef&amp;actType=ShanGou&amp;qwcontainer=qk&amp;s_f=cp<br \/>\n\u8fd9\u51e0\u4e2a\u8bcd\u662f\u5f53\u524dAI\u5708\u6700\u706b\u7684\u201c\u9ed1\u8bdd\u201d\u3002\u522b\u88ab\u672f\u8bed\u5413\u5230\uff0c\u6211\u7528\u4e00\u4e2a\u201c\u62cd\u7535\u5f71\u201d\u7684\u6bd4\u55bb\uff0c\u5e2e\u4f60\u628a\u5b83\u4eec\u4e32\u8d77\u6765\uff0c\u4e00\u6b21\u6027\u770b\u61c2\u8fd9\u4e2a\u751f\u6001\u3002<\/p>\n<p>\ud83c\udfac \u6838\u5fc3\u6bd4\u55bb\uff1aAI \u662f\u4e00\u4e2a\u7535\u5f71\u5267\u7ec4<\/p>\n<ul>\n<li>\n<p>LLM (\u5927\u8bed\u8a00\u6a21\u578b) = \u6f14\u5458\uff08\u5982\u6c88\u817e\uff09<\/p>\n<ul>\n<li>\u4eba\u8bdd\u89e3\u91ca\uff1a\u8fd9\u662f\u6700\u6838\u5fc3\u7684\u201c\u8111\u5b50\u201d\u3002\u5c31\u50cf\u6c88\u817e\uff0c\u4ed6\u6709\u6f14\u6280\u3001\u6709\u77e5\u8bc6\uff08\u6f14\u8fc7\u5f88\u591a\u620f\uff09\uff0c\u80fd\u5373\u5174\u53d1\u6325\u3002<\/li>\n<li>\u7ec6\u5206\uff1a\n<ul>\n<li>\u901a\u7528\u6a21\u578b\uff08\u5982GPT-4\uff09\uff1a\u201c\u5168\u80fd\u6f14\u5458\u201d\u3002\u6c88\u817e\u65e2\u80fd\u6f14\u559c\u5267\uff08\u5199\u6587\u6848\uff09\uff0c\u4e5f\u80fd\u5ba2\u4e32\u6b63\u5267\uff08\u5199\u4ee3\u7801\uff09\uff0c\u5565\u90fd\u80fd\u6cbe\u8fb9\uff0c\u89c2\u4f17\u7f18\u597d\u3002<\/li>\n<li>\u5782\u76f4\u6a21\u578b\uff1a\u201c\u7279\u578b\u6f14\u5458\u201d\u3002\u4e13\u95e8\u6f14\u533b\u751f\u7684\u6f14\u5458\u3002\u4ed6\u5728\u6f14\u201c\u9611\u5c3e\u708e\u624b\u672f\u201d\u65f6\u6bd4\u6c88\u817e\u4e13\u4e1a\u4e00\u4e07\u500d\uff0c\u4f46\u4f60\u8ba9\u4ed6\u53bb\u6f14\u559c\u5267\uff0c\u4ed6\u53ef\u80fd\u5c31\u63a5\u4e0d\u4f4f\u6897\u4e86\u3002<\/li>\n<li>\u62d3\u5c55\u8bcd\u6c47\uff1aToken\uff08\u5267\u7ec4\u7684\u201c\u94b1\u201d\uff09\u3002\u4f60\u8ddfAI\u8bf4\u4e00\u53e5\u8bdd\uff0c\u5b83\u6d88\u8017Token\uff1b\u5b83\u56de\u4f60\u4e00\u53e5\uff0c\u4e5f\u6d88\u8017Token\u3002Token\u8d8a\u957f\uff0c\u7b97\u529b\u6210\u672c\u8d8a\u9ad8\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>Agent (\u667a\u80fd\u4f53) = \u5bfc\u6f14 + \u5267\u7ec4\u56e2\u961f<\/p>\n<ul>\n<li>\u4eba\u8bdd\u89e3\u91ca\uff1a\u5149\u6709\u6f14\u5458\uff08LLM\uff09\u4e0d\u884c\uff0c\u5f97\u6709\u4eba\u6307\u6325\u3002Agent\u5c31\u662f\u90a3\u4e2a\u80fd\u628a\u5927\u6d3b\u5e72\u5b8c\u7684\u201c\u5305\u5de5\u5934\u201d\u3002<\/li>\n<li>\u5b83\u600e\u4e48\u5e72\uff1a\u4f60\u7ed9\u5bfc\u6f14\uff08Agent\uff09\u8bf4\u201c\u62cd\u4e2a\u5e7f\u544a\u201d\uff0c\u4ed6\u4e0d\u4f1a\u81ea\u5df1\u625b\u6444\u50cf\u673a\uff0c\u800c\u662f\u4f1a\uff1a\n<ol>\n<li>\u62c6\u89e3\u4efb\u52a1\uff08\u5148\u5199\u5267\u672c\uff0c\u518d\u9009\u666f\uff0c\u518d\u62cd\u6444\uff09\u3002<\/li>\n<li>\u6307\u6325\u6f14\u5458\uff08\u8c03\u7528LLM\u5199\u6587\u6848\uff09\u3002<\/li>\n<li>\u4f7f\u7528\u5de5\u5177\uff08\u8c03\u7528\u6d4f\u89c8\u5668\u67e5\u5929\u6c14\u3001\u8c03\u7528Excel\u7b97\u6570\u636e\uff09\u3002<\/li>\n<li>\u6700\u540e\u4ea4\u7247\u3002<\/li>\n<\/ol>\n<\/li>\n<li>\u62d3\u5c55\u8bcd\u6c47\uff1aRAG (\u68c0\u7d22\u589e\u5f3a)\uff08\u5bfc\u6f14\u7684\u201c\u5c0f\u6284\u201d\uff09\u3002\u5982\u679c\u6f14\u5458\uff08LLM\uff09\u5fd8\u4e86\u67d0\u4e2a\u51b7\u95e8\u77e5\u8bc6\uff0cRAG\u80fd\u7acb\u523b\u4ece\u8d44\u6599\u5e93\u91cc\u7ffb\u51fa\u6765\u7ed9\u4ed6\u770b\uff0c\u8ba9\u4ed6\u201c\u73b0\u5b66\u73b0\u5356\u201d\uff0c\u907f\u514d\u778e\u7f16\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>MCP (\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae) = \u5267\u7ec4\u7684\u201c\u901a\u7528\u5bf9\u8bb2\u673a\u6807\u51c6\u201d<\/p>\n<ul>\n<li>\u4eba\u8bdd\u89e3\u91ca\uff1a\u4ee5\u524d\u5267\u7ec4\u5404\u90e8\u95e8\uff08\u706f\u5149\u3001\u9053\u5177\u3001\u6444\u5f71\uff09\u7528\u7684\u5bf9\u8bb2\u673a\u9891\u7387\u90fd\u4e0d\u4e00\u6837\uff0c\u6c9f\u901a\u6781\u9ebb\u70e6\u3002MCP\u5c31\u662f\u5b9a\u4e0b\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u901a\u4fe1\u6807\u51c6\u3002<\/li>\n<li>\u5b83\u89e3\u51b3\u4e86\u5565\uff1a\u8ba9\u5bfc\u6f14\uff08Agent\uff09\u80fd\u8f7b\u677e\u5730\u6307\u6325\u4efb\u4f55\u90e8\u95e8\uff08\u5de5\u5177\uff09\u3002\u4ee5\u524d\u6362\u4e2a\u5de5\u5177\u5c31\u8981\u91cd\u65b0\u5199\u4ee3\u7801\u9002\u914d\uff0c\u73b0\u5728\u6709\u4e86MCP\uff0c\u5c31\u50cfUSB-C\u63a5\u53e3\u4e00\u6837\uff0c\u63d2\u4e0a\u5c31\u80fd\u7528\uff0c\u4e0d\u7528\u518d\u201c\u9020\u8f6e\u5b50\u201d\u4e86\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6846\u67b6 (Framework) = \u201c\u5267\u7ec4\u7ba1\u7406\u8f6f\u4ef6\u201d<\/p>\n<ul>\n<li>\u4eba\u8bdd\u89e3\u91ca\uff1a\u5149\u6709\u5bfc\u6f14\uff08Agent\uff09\u6982\u5ff5\u4e0d\u884c\uff0c\u8fd8\u5f97\u6709\u5177\u4f53\u7684\u7ba1\u7406\u5de5\u5177\u6765\u5e2e\u4ed6\u5e72\u6d3b\u3002LangChain\u3001LlamaIndex\u5c31\u662f\u8fd9\u6837\u7684\u8f6f\u4ef6\u3002<\/li>\n<li>\u4f5c\u7528\uff1a\u5b83\u4eec\u63d0\u4f9b\u4e86\u73b0\u6210\u7684\u4ee3\u7801\u5e93\uff0c\u5e2e\u5f00\u53d1\u8005\uff08\u5236\u7247\u4eba\uff09\u5feb\u901f\u642d\u5efa\u8d77\u90a3\u4e2a\u201c\u5bfc\u6f14\uff08Agent\uff09\u201d\uff0c\u7701\u53bb\u4e86\u5927\u91cf\u5e95\u5c42\u5f00\u53d1\u7684\u9ebb\u70e6\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\ud83d\udccc \u4e00\u5f20\u8868\u603b\u7ed3<br \/>\n\u672f\u8bed   \u89d2\u8272   \u6838\u5fc3\u4f5c\u7528   \u4e00\u53e5\u8bdd\u603b\u7ed3<br \/>\n\u901a\u7528\u6a21\u578b   \u6c88\u817e\uff08\u5168\u80fd\u6f14\u5458\uff09   \u77e5\u8bc6\u5e7f\u535a\uff0c\u5565\u90fd\u80fd\u804a   \u201c\u4e07\u4e8b\u901a\u201d\uff0c\u9002\u5408\u95f2\u804a\u3001\u901a\u7528\u5199\u4f5c\u3002<br \/>\n\u5782\u76f4\u6a21\u578b   \u533b\u751f\u4e13\u4e1a\u6f14\u5458   \u67d0\u9886\u57df\u6781\u6df1\uff0c\u4e13\u4e1a\u6027\u5f3a   \u201c\u4e13\u5bb6\u201d\uff0c\u9002\u5408\u533b\u7597\u3001\u6cd5\u5f8b\u3001\u91d1\u878d\u7b49\u4e25\u8c28\u573a\u666f\u3002<br \/>\nAgent   \u5bfc\u6f14\uff08\u5305\u5de5\u5934\uff09   \u611f\u77e5 -&gt; \u51b3\u7b56 -&gt; \u884c\u52a8   \u80fd\u5e72\u6d3b\u7684\uff0c\u4e0d\u5149\u8bf4\u4e0d\u7ec3\u3002<br \/>\nMCP   \u901a\u7528\u5bf9\u8bb2\u673a\u6807\u51c6   \u7edf\u4e00\u901a\u4fe1   \u8ba9AI\u80fd\u65e0\u7f1d\u8fde\u63a5\u5404\u79cd\u5de5\u5177\u7684\u201c\u4e07\u80fd\u63d2\u5ea7\u201d\u3002<br \/>\n\u6846\u67b6   \u7ba1\u7406\u8f6f\u4ef6   \u52a0\u901f\u5f00\u53d1   \u5e2e\u7a0b\u5e8f\u5458\u5feb\u901f\u642d\u5efaAgent\u7684\u201c\u811a\u624b\u67b6\u201d\u3002<\/p>\n<p>\ud83d\udca1 \u4f60\u8fd8\u9700\u8981\u77e5\u9053\u7684\u4e00\u4e2a\u8bcd\uff1aAGI (\u901a\u7528\u4eba\u5de5\u667a\u80fd)<\/p>\n<p>\u8fd9\u662f\u6574\u4e2a\u884c\u4e1a\u7684\u7ec8\u6781\u76ee\u6807\u3002<\/p>\n<ul>\n<li>\u4eba\u8bdd\u89e3\u91ca\uff1a\u73b0\u5728\u7684AI\uff08\u4e0d\u7ba1\u662f\u901a\u7528\u8fd8\u662fAgent\uff09\u90fd\u50cf\u662f\u201c\u7279\u79cd\u673a\u5668\u4eba\u201d\uff0c\u53ea\u4f1a\u5e72\u7279\u5b9a\u7684\u6d3b\u3002\u800cAGI\u662f\u4e00\u4e2a\u201c\u5168\u80fd\u7ba1\u5bb6\u201d\u3002\u4f60\u8ddf\u5b83\u8bf4\u201c\u5e2e\u6211\u5904\u7406\u4e00\u4e0b\u4eca\u5929\u7684\u6742\u4e8b\u201d\uff0c\u5b83\u80fd\u81ea\u5df1\u4e0a\u7f51\u3001\u81ea\u5df1\u6253\u7535\u8bdd\u3001\u81ea\u5df1\u5199\u90ae\u4ef6\u3001\u81ea\u5df1\u5e2e\u4f60\u628a\u623f\u5b50\u90fd\u4e70\u4e86\uff0c\u5b8c\u5168\u50cf\u4e00\u4e2a\u9ad8\u667a\u5546\u7684\u4eba\u7c7b\u4e00\u6837\u81ea\u4e3b\u601d\u8003\u548c\u884c\u52a8\u3002<\/li>\n<\/ul>\n<p>\u73b0\u5728\u7684\u72b6\u6001\uff1a\u6211\u4eec\u6b63\u5904\u4e8e\u4ece\u201c\u53ea\u4f1a\u804a\u5929\u7684\u6f14\u5458\uff08LLM\uff09\u201d\u5411\u201c\u80fd\u5e72\u6d3b\u7684\u5305\u5de5\u5934\uff08Agent\uff09\u201d\u8fdb\u5316\u7684\u9636\u6bb5\uff0c\u800cMCP\u662f\u8ba9\u5305\u5de5\u5934\u5e72\u6d3b\u66f4\u5229\u7d22\u7684\u5de5\u5177\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5168\u6587AI\u751f\u6210\uff0c\u5343\u95ee\u751f\u6210\uff0c\u5343\u95ee\u4f18\u60e0\u5238\u9080\u8bf7\u94fe&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[923],"tags":[],"class_list":["post-4745","post","type-post","status-publish","format-standard","hentry","category-923"],"_links":{"self":[{"href":"https:\/\/acevs.com\/wp-json\/wp\/v2\/posts\/4745","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/acevs.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/acevs.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/acevs.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/acevs.com\/wp-json\/wp\/v2\/comments?post=4745"}],"version-history":[{"count":1,"href":"https:\/\/acevs.com\/wp-json\/wp\/v2\/posts\/4745\/revisions"}],"predecessor-version":[{"id":4746,"href":"https:\/\/acevs.com\/wp-json\/wp\/v2\/posts\/4745\/revisions\/4746"}],"wp:attachment":[{"href":"https:\/\/acevs.com\/wp-json\/wp\/v2\/media?parent=4745"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/acevs.com\/wp-json\/wp\/v2\/categories?post=4745"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/acevs.com\/wp-json\/wp\/v2\/tags?post=4745"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}