{"id":550,"date":"2026-06-30T22:01:48","date_gmt":"2026-06-30T14:01:48","guid":{"rendered":"http:\/\/www.longxiapro.com\/?p=550"},"modified":"2026-06-30T22:01:48","modified_gmt":"2026-06-30T14:01:48","slug":"rangdamoxingxuehuiluojituiyanzhishitupuzai-agent-xitongzhongdeluodejiagouxiangjie","status":"publish","type":"post","link":"https:\/\/www.longxiapro.com\/index.php\/550\/","title":{"rendered":"\u8ba9\u5927\u6a21\u578b\u5b66\u4f1a\u903b\u8f91\u63a8\u6f14\uff1a\u77e5\u8bc6\u56fe\u8c31\u5728 Agent \u7cfb\u7edf\u4e2d\u7684\u843d\u5730\u67b6\u6784\u8be6\u89e3"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5728\u5927\u6a21\u578b Agent \u7684\u80fd\u529b\u8fed\u4ee3\u4e2d\uff0c\u8bb0\u5fc6\u7cfb\u7edf\u59cb\u7ec8\u662f\u6838\u5fc3\u74f6\u9888\u4e4b\u4e00\u3002\u4ece\u65e9\u671f\u7684\u7eaf\u6587\u672c\u4e0a\u4e0b\u6587\u8bb0\u5fc6\uff0c\u5230\u5982\u4eca\u4e3b\u6d41\u7684 RAG \u5411\u91cf\u68c0\u7d22\uff0cAI \u5df2\u7ecf\u80fd\u5b9e\u73b0\u8bed\u4e49\u5c42\u9762\u7684\u6a21\u7cca\u5339\u914d\uff0c\u4f46\u59cb\u7ec8\u96be\u4ee5\u590d\u523b\u4eba\u7c7b\u7684 \u201c\u8054\u60f3\u5f0f\u601d\u8003\u201d\u2014\u2014 \u4e5f\u5c31\u662f\u901a\u8fc7\u591a\u5c42\u903b\u8f91\u5173\u8054\uff0c\u628a\u770b\u4f3c\u4e0d\u76f4\u63a5\u76f8\u5173\u7684\u4fe1\u606f\u4e32\u8054\u8d77\u6765\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u63a8\u7406\u94fe\u6761\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u8de8\u5b9e\u4f53\u7684\u903b\u8f91\u5173\u8054\u80fd\u529b\uff0c\u6070\u6070\u662f\u77e5\u8bc6\u56fe\u8c31\u8bb0\u5fc6\u7684\u6838\u5fc3\u4ef7\u503c\u3002\u5b83\u80fd\u8ba9 Agent \u4ece \u201c\u5339\u914d\u8bed\u4e49\u201d \u5347\u7ea7\u4e3a \u201c\u63a8\u5bfc\u5173\u7cfb\u201d\uff0c\u771f\u6b63\u5b9e\u73b0\u7c7b\u4eba\u7684\u8054\u60f3\u68c0\u7d22\u3002\u672c\u6587\u5c06\u4ece\u6280\u672f\u539f\u7406\u3001\u5de5\u7a0b\u5b9e\u73b0\u3001\u67b6\u6784\u8bbe\u8ba1\u5230\u4f18\u5316\u65b9\u6848\uff0c\u5b8c\u6574\u62c6\u89e3\u77e5\u8bc6\u56fe\u8c31\u5728 Agent \u7cfb\u7edf\u4e2d\u7684\u843d\u5730\u8def\u5f84\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u3001\u4f20\u7edf\u8bed\u4e49\u68c0\u7d22\u7684\u80fd\u529b\u8fb9\u754c\uff1a\u4e3a\u4ec0\u4e48 RAG \u5b66\u4e0d\u4f1a \u201c\u8054\u60f3\u201d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u4e3b\u6d41\u7684 RAG \u5411\u91cf\u68c0\u7d22\uff0c\u672c\u8d28\u662f\u57fa\u4e8e\u6587\u672c\u8bed\u4e49\u7684\u76f8\u4f3c\u5ea6\u5339\u914d\uff1a\u5c06\u6587\u6863\u5207\u5757\u540e\u5411\u91cf\u5316\u5b58\u50a8\uff0c\u67e5\u8be2\u65f6\u5339\u914d\u8bed\u4e49\u6700\u63a5\u8fd1\u7684\u7247\u6bb5\u3002\u8fd9\u79cd\u6a21\u5f0f\u80fd\u8d85\u8d8a\u5173\u952e\u8bcd\u5339\u914d\uff0c\u5b9e\u73b0\u6a21\u7cca\u8bed\u4e49\u641c\u7d22\uff0c\u4f46\u9762\u5bf9\u9700\u8981\u8de8\u5b9e\u4f53\u903b\u8f91\u5173\u8054\u7684\u573a\u666f\uff0c\u4f1a\u51fa\u73b0\u660e\u663e\u7684\u80fd\u529b\u77ed\u677f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e2a\u5178\u578b\u573a\u666f\u7406\u89e3\u8fd9\u79cd\u5c40\u9650\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5047\u8bbe\u5411\u91cf\u5e93\u4e2d\u5b58\u50a8\u4e86\u4e09\u6761\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6280\u672f\u4eba\u5458\u5c0f\u674e\u7cbe\u901a Python \u8bed\u8a00<\/li>\n\n\n\n<li>\u5c0f\u674e\u5f53\u524d\u6b63\u5728\u4f7f\u7528 n8n \u642d\u5efa\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/li>\n\n\n\n<li>n8n \u7684 Code \u8282\u70b9\u652f\u6301 Python \u4e0e JavaScript \u4e24\u79cd\u811a\u672c<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u7528\u6237\u63d0\u95ee \u201c\u5e2e\u5c0f\u674e\u5728 n8n \u4e2d\u5199\u4e00\u6bb5\u5b9e\u73b0\u6307\u5b9a\u529f\u80fd\u7684\u811a\u672c\u201d \u65f6\uff0c\u4f20\u7edf RAG \u4f1a\u57fa\u4e8e \u201cn8n\u201d\u201c\u5199\u811a\u672c\u201d \u7b49\u6838\u5fc3\u8bed\u4e49\u53ec\u56de\u4fe1\u606f\uff0c\u5927\u6982\u7387\u547d\u4e2d\u540e\u4e24\u6761\u5185\u5bb9\uff0c\u4f46\u51e0\u4e4e\u65e0\u6cd5\u5173\u8054\u5230 \u201c\u5c0f\u674e\u7cbe\u901a Python\u201d \u8fd9\u6761\u5173\u952e\u4fe1\u606f\uff0c\u6700\u7ec8\u53ef\u80fd\u9519\u8bef\u5730\u9009\u62e9 JavaScript \u751f\u6210\u811a\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c\u4eba\u7c7b\u7684\u601d\u8003\u903b\u8f91\u662f\u4e00\u6761\u6e05\u6670\u7684\u5173\u7cfb\u94fe\uff1a\u5c0f\u674e\u8981\u7528 n8n \u5199\u811a\u672c \u2192 n8n \u652f\u6301 Python \u4e0e JS \u2192 \u5c0f\u674e\u64c5\u957f Python \u2192 \u4f18\u5148\u4f7f\u7528 Python \u751f\u6210\u811a\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u57fa\u4e8e\u5b9e\u4f53\u5173\u7cfb\u7684\u94fe\u5f0f\u8054\u60f3\uff0c\u6b63\u662f\u4f20\u7edf\u5411\u91cf\u68c0\u7d22\u65e0\u6cd5\u8986\u76d6\u7684\u80fd\u529b\u76f2\u533a\uff0c\u4e5f\u6b63\u662f\u77e5\u8bc6\u56fe\u8c31\u8bb0\u5fc6\u8981\u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e8c\u3001\u77e5\u8bc6\u56fe\u8c31\u7684\u6280\u672f\u5e95\u5ea7\uff1a\u56fe\u6570\u636e\u5e93\u4e0e Cypher \u67e5\u8be2\u4f53\u7cfb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u7edd\u5927\u591a\u6570\u4fe1\u606f\u90fd\u4e0d\u662f\u5b64\u7acb\u7684\u8868\u683c\u6570\u636e\uff0c\u800c\u662f\u7531 \u201c\u5b9e\u4f53\u201d \u4e0e \u201c\u5173\u7cfb\u201d \u6784\u6210\u7684\u7f51\u72b6\u7ed3\u6784\u3002\u4e3a\u4e86\u9ad8\u6548\u5904\u7406\u8fd9\u7c7b\u5173\u7cfb\u578b\u6570\u636e\uff0c\u56fe\u6570\u636e\u5e93\u4e0e\u4e13\u5c5e\u67e5\u8be2\u8bed\u8a00 Cypher \u6210\u4e3a\u4e86\u77e5\u8bc6\u56fe\u8c31\u7684\u6807\u51c6\u6280\u672f\u5e95\u5ea7\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u56fe\u6570\u636e\u7684\u6838\u5fc3\u6a21\u578b<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fe\u6570\u636e\u5e93\u7684\u5e95\u5c42\u903b\u8f91\u548c\u6211\u4eec\u5728\u767d\u677f\u4e0a\u753b\u7684\u4e1a\u52a1\u6d41\u7a0b\u56fe\u5b8c\u5168\u4e00\u81f4\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8282\u70b9\uff08Node\uff09<\/strong>\uff1a\u4ee3\u8868\u5b9e\u4f53\uff0c\u6bd4\u5982\u4eba\u7269\u3001\u5de5\u5177\u3001\u7f16\u7a0b\u8bed\u8a00\u3001\u516c\u53f8\uff0c\u5bf9\u5e94\u767d\u677f\u4e0a\u7684\u5706\u5708<\/li>\n\n\n\n<li><strong>\u5173\u7cfb\uff08Relationship\uff09<\/strong>\uff1a\u4ee3\u8868\u5b9e\u4f53\u95f4\u7684\u5173\u8054\uff0c\u6bd4\u5982 \u201c\u4f7f\u7528\u201d\u201c\u7cbe\u901a\u201d\u201c\u652f\u6301\u201d\uff0c\u5bf9\u5e94\u5e26\u65b9\u5411\u7684\u8fde\u7ebf<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u548c\u4f20\u7edf\u5173\u7cfb\u578b\u6570\u636e\u5e93\u76f8\u6bd4\uff0c\u56fe\u6570\u636e\u5e93\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u591a\u5c42\u5173\u8054\u67e5\u8be2\u7684\u6027\u80fd\uff1a\u4f20\u7edf\u6570\u636e\u5e93\u901a\u8fc7\u591a\u8868 Join \u5b9e\u73b0\u5173\u8054\uff0c\u6570\u636e\u91cf\u589e\u5927\u540e\u67e5\u8be2\u8017\u65f6\u4f1a\u6307\u6570\u7ea7\u4e0a\u5347\uff1b\u800c\u56fe\u6570\u636e\u5e93\u76f4\u63a5\u5b58\u50a8\u8282\u70b9\u4e0e\u8fde\u7ebf\uff0c\u591a\u5c42\u5173\u7cfb\u904d\u5386\u7684\u901f\u5ea6\u6781\u5feb\uff0c\u5728 3 \u5ea6\u4ee5\u4e0a\u7684\u5173\u8054\u67e5\u8be2\u573a\u666f\u4e2d\u5177\u5907\u538b\u5012\u6027\u4f18\u52bf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u7279\u6027\u8ba9\u5b83\u5e7f\u6cdb\u5e94\u7528\u5728\u793e\u4ea4\u7f51\u7edc\u63a8\u8350\u3001\u91d1\u878d\u53cd\u6b3a\u8bc8\u3001\u7cfb\u7edf\u62d3\u6251\u8bc4\u4f30\u7b49\u573a\u666f\uff0c\u4e5f\u5929\u7136\u9002\u5408\u6784\u5efa Agent \u7684\u5173\u8054\u8bb0\u5fc6\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u4e3b\u6d41\u7684\u5f00\u6e90\u56fe\u6570\u636e\u5e93\u5305\u62ec Neo4j\u3001Memgraph\u3001K\u00f9zu\u3001FalkorDB \u7b49\uff0c\u5176\u4e2d Cypher \u662f\u884c\u4e1a\u63a5\u53d7\u5ea6\u6700\u9ad8\u7684\u56fe\u67e5\u8be2\u8bed\u8a00\uff0c\u76f8\u5f53\u4e8e\u56fe\u6570\u636e\u5e93\u9886\u57df\u7684 SQL\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. Cypher \u8bed\u6cd5\u7684\u6838\u5fc3\u903b\u8f91<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Cypher \u7684\u8bbe\u8ba1\u7406\u5ff5\u662f \u201c\u63cf\u8ff0\u4f60\u8981\u627e\u7684\u6a21\u5f0f\uff0c\u800c\u4e0d\u662f\u544a\u8bc9\u6570\u636e\u5e93\u600e\u4e48\u627e\u201d\uff0c\u5e95\u5c42\u5f15\u64ce\u4f1a\u81ea\u52a8\u89c4\u5212\u6700\u4f18\u67e5\u8be2\u8def\u5f84\u3002\u5b83\u7684\u6838\u5fc3\u8bed\u6cd5\u53ea\u6709\u4e24\u4e2a\u57fa\u7840\u5355\u5143\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8282\u70b9\u7528\u5c0f\u62ec\u53f7\u8868\u793a\uff0c\u4f8b\u5982 <code>(p:Person {name: \"\u5c0f\u674e\"})<\/code> \u4ee3\u8868\u7c7b\u578b\u4e3a Person\u3001\u540d\u79f0\u4e3a\u5c0f\u674e\u7684\u8282\u70b9<\/li>\n\n\n\n<li>\u5173\u7cfb\u7528\u4e2d\u62ec\u53f7\u52a0\u7bad\u5934\u8868\u793a\uff0c\u4f8b\u5982 <code>-[:KNOWS]-><\/code> \u4ee3\u8868\u540d\u4e3a \u201c\u8ba4\u8bc6\u201d \u7684\u6709\u5411\u5173\u7cfb<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7\u8282\u70b9\u4e0e\u5173\u7cfb\u7684\u62fc\u63a5\uff0c\u5c31\u80fd\u5feb\u901f\u5199\u51fa\u590d\u6742\u7684\u5173\u8054\u67e5\u8be2\u3002\u4f8b\u5982\u67e5\u8be2\u5c0f\u674e\u7684\u4e8c\u5ea6\u597d\u53cb\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">cypher<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>MATCH (p1:Person {name: \"\u5c0f\u674e\"})-&#91;:KNOWS]-&gt;(friend:Person)-&#91;:KNOWS]-&gt;(fof:Person)\nRETURN fof.name\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6761\u8bed\u53e5\u7684\u542b\u4e49\u662f\uff1a\u4ece\u5c0f\u674e\u8282\u70b9\u51fa\u53d1\uff0c\u6cbf\u7740 \u201c\u8ba4\u8bc6\u201d \u5173\u7cfb\u627e\u5230\u670b\u53cb\u8282\u70b9\uff0c\u518d\u6cbf\u7740 \u201c\u8ba4\u8bc6\u201d \u5173\u7cfb\u627e\u5230\u670b\u53cb\u7684\u670b\u53cb\uff0c\u6700\u7ec8\u8fd4\u56de\u76ee\u6807\u8282\u70b9\u7684\u540d\u79f0\u3002\u6574\u4e2a\u8fc7\u7a0b\u4e0d\u9700\u8981\u6307\u5b9a\u904d\u5386\u7b97\u6cd5\uff0c\u53ea\u9700\u8981\u63cf\u8ff0\u76ee\u6807\u7ed3\u6784\u5373\u53ef\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u3001\u77e5\u8bc6\u56fe\u8c31\u7684\u57fa\u7840\u64cd\u4f5c\uff1a\u5b9e\u4f53\u4e0e\u5173\u7cfb\u7684\u5de5\u7a0b\u5316\u6784\u5efa<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 Agent \u7cfb\u7edf\u4e2d\u843d\u5730\u77e5\u8bc6\u56fe\u8c31\uff0c\u7b2c\u4e00\u6b65\u662f\u5b9e\u73b0\u5b9e\u4f53\u4e0e\u5173\u7cfb\u7684\u6807\u51c6\u5316\u5199\u5165\u3002\u8fd9\u4e2a\u73af\u8282\u7684\u6838\u5fc3\u8981\u6c42\u662f\uff1a\u9632\u91cd\u590d\u3001\u53ef\u66f4\u65b0\u3001\u80fd\u4f53\u73b0\u8bb0\u5fc6\u5f3a\u5ea6\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u5b9e\u4f53\u8282\u70b9\u7684\u89c4\u8303\u5316\u5199\u5165<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u4f53\u662f\u56fe\u8c31\u7684\u57fa\u7840\u5355\u5143\uff0c\u5199\u5165\u65f6\u5fc5\u987b\u4fdd\u8bc1\u5168\u5c40\u552f\u4e00\uff0c\u907f\u514d\u91cd\u590d\u521b\u5efa\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9632\u91cd\u63d2\u5165\u673a\u5236<\/strong>\uff1a\u4f7f\u7528<code>MERGE<\/code>\u5173\u952e\u5b57\u66ff\u4ee3<code>CREATE<\/code>\uff0c\u8282\u70b9\u5b58\u5728\u5219\u5339\u914d\uff0c\u4e0d\u5b58\u5728\u5219\u65b0\u5efa\uff0c\u4ece\u5e95\u5c42\u907f\u514d\u91cd\u590d\u5b9e\u4f53\u3002 cypher<code>\/\/ \u5b58\u5728\u6307\u5b9a\u540d\u79f0\u7684Person\u8282\u70b9\u5219\u5339\u914d\uff0c\u4e0d\u5b58\u5728\u5219\u65b0\u5efa MERGE (n:Person {name: $name})<\/code><\/li>\n\n\n\n<li><strong>\u5c5e\u6027\u52a8\u6001\u66f4\u65b0<\/strong>\uff1a\u4e3a\u8282\u70b9\u8865\u5145\u521b\u5efa\u65f6\u95f4\u3001\u63d0\u53ca\u6b21\u6570\u7b49\u5143\u6570\u636e\uff0c\u6a21\u62df\u8bb0\u5fc6\u7684\u6d3b\u8dc3\u5ea6\u3002\u65b0\u521b\u5efa\u8282\u70b9\u521d\u59cb\u5316\u57fa\u7840\u5c5e\u6027\uff0c\u5df2\u5b58\u5728\u8282\u70b9\u66f4\u65b0\u6d3b\u8dc3\u65f6\u95f4\u5e76\u7d2f\u52a0\u63d0\u53ca\u6b21\u6570\u3002 cypher<code>MERGE (n:Person {name: $name}) ON CREATE SET n.created_at = $current_time, n.mention_count = 1 ON MATCH SET n.last_seen = $current_time, n.mention_count = coalesce(n.mention_count, 0) + 1<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de5\u7a0b\u5b9e\u73b0\u4e2d\u9700\u8981\u6ce8\u610f\uff1a\u8282\u70b9\u7c7b\u578b\uff08Label\uff09\u65e0\u6cd5\u4f5c\u4e3a\u67e5\u8be2\u53c2\u6570\u4f20\u9012\uff0c\u9700\u8981\u901a\u8fc7\u5b57\u7b26\u4e32\u62fc\u63a5\u751f\u6210\u6a21\u677f\uff1b\u800c\u8282\u70b9\u5c5e\u6027\u503c\u5fc5\u987b\u901a\u8fc7\u53c2\u6570\u5316\u65b9\u5f0f\u4f20\u9012\uff0c\u65e2\u9632\u6b62\u6ce8\u5165\u653b\u51fb\uff0c\u4e5f\u80fd\u63d0\u5347\u67e5\u8be2\u6027\u80fd\u3002Python \u5b9e\u73b0\u793a\u4f8b\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">python<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd0\u884c<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>entity_label = \"Language\"\nentity_name = \"Python\"\n\ncypher_node = f\"\"\"\n    MERGE (n:{entity_label} {{name: $name}})\n    ON CREATE SET n.weight = 1\n    ON MATCH SET n.weight = n.weight + 1\n\"\"\"\nconn.execute(cypher_node, parameters={\"name\": entity_name})\n<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u5173\u8054\u5173\u7cfb\u7684\u53ef\u9760\u6784\u5efa<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5173\u7cfb\u662f\u5b9e\u73b0\u8054\u60f3\u7684\u6838\u5fc3\uff0c\u5199\u5165\u65f6\u9700\u8981\u9075\u5faa\u4e09\u4e2a\u539f\u5219\uff1a\u57fa\u4e8e\u5df2\u6709\u5b9e\u4f53\u521b\u5efa\u3001\u907f\u514d\u91cd\u590d\u5173\u7cfb\u3001\u901a\u8fc7\u6743\u91cd\u4f53\u73b0\u8bb0\u5fc6\u5f3a\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5173\u952e\u7684\u5de5\u7a0b\u907f\u5751\u70b9\u662f\uff1a<strong>\u7981\u6b62\u76f4\u63a5 MERGE \u5b8c\u6574\u7684\u8282\u70b9 + \u5173\u7cfb\u94fe<\/strong>\uff0c\u5426\u5219\u6781\u6613\u5bfc\u81f4\u8282\u70b9\u91cd\u590d\u521b\u5efa\u3002\u6b63\u786e\u7684\u505a\u6cd5\u662f\u5148\u901a\u8fc7 MATCH \u951a\u5b9a\u4e24\u7aef\u8282\u70b9\uff0c\u518d\u7528 MERGE \u521b\u5efa\u6216\u5339\u914d\u4e2d\u95f4\u7684\u5173\u7cfb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">cypher<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u6b63\u786e\u5199\u6cd5\uff1a\u5148\u5339\u914d\u4e24\u7aef\u8282\u70b9\uff0c\u518d\u521b\u5efa\u5173\u7cfb\nMATCH (source:Person {name: '\u5c0f\u674e'}), (target:Language {name: 'Python'})\nMERGE (source)-&#91;r:KNOWS]-&gt;(target)\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4e86\u4f53\u73b0\u8bb0\u5fc6\u5f3a\u5ea6\uff0c\u6211\u4eec\u53ef\u4ee5\u7ed9\u5173\u7cfb\u589e\u52a0<code>weight<\/code>\u6743\u91cd\u5c5e\u6027\uff1a\u9996\u6b21\u521b\u5efa\u65f6\u6743\u91cd\u4e3a 1\uff0c\u540e\u7eed\u91cd\u590d\u547d\u4e2d\u65f6\u6743\u91cd\u7d2f\u52a0\u3002\u6700\u7ec8\u68c0\u7d22\u65f6\u53ef\u4ee5\u901a\u8fc7\u6743\u91cd\u9608\u503c\u8fc7\u6ee4\u6389\u4ec5\u63d0\u53ca\u4e00\u6b21\u7684\u566a\u97f3\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">cypher<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>MATCH (source:Person {name: $s_name}), (target:Tool {name: $t_name})\nMERGE (source)-&#91;r:USES]-&gt;(target)\nON CREATE SET \n    r.weight = 1, \n    r.established_at = $current_time\nON MATCH SET \n    r.weight = r.weight + 1,\n    r.last_confirmed_at = $current_time\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u56db\u3001Agent \u77e5\u8bc6\u56fe\u8c31\u8bb0\u5fc6\u7cfb\u7edf\u7684\u5b8c\u6574\u843d\u5730\u67b6\u6784<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u628a\u77e5\u8bc6\u56fe\u8c31\u6574\u5408\u8fdb Agent \u7cfb\u7edf\uff0c\u6838\u5fc3\u662f\u89e3\u51b3\u4e24\u4e2a\u95ee\u9898\uff1a\u5982\u4f55\u4ece\u5bf9\u8bdd\u4e2d\u81ea\u52a8\u63d0\u53d6\u56fe\u8c31\u7ed3\u6784\uff0c\u5982\u4f55\u7ed3\u5408\u7528\u6237\u8bc9\u6c42\u4ece\u56fe\u8c31\u4e2d\u53ec\u56de\u6709\u6548\u4fe1\u606f\u3002\u5b8c\u6574\u7684\u843d\u5730\u67b6\u6784\u91c7\u7528 \u201c\u591a LLM \u5206\u5de5 + \u53cc\u901a\u8def\u8bb0\u5fc6\u201d \u7684\u8bbe\u8ba1\uff0c\u5168\u6d41\u7a0b\u5206\u4e3a\u4e94\u4e2a\u6838\u5fc3\u73af\u8282\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u5bf9\u8bdd\u4e09\u5143\u7ec4\u667a\u80fd\u63d0\u53d6<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u56fe\u8c31\u5165\u5e93\u7684\u5165\u53e3\uff0c\u7531\u4e13\u95e8\u7684\u63d0\u53d6 LLM \u8d1f\u8d23\uff0c\u5c06\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u8f6c\u5316\u4e3a \u201c\u5b9e\u4f53 &#8211; \u5173\u7cfb &#8211; \u5b9e\u4f53\u201d \u7684\u4e09\u5143\u7ec4\u7ed3\u6784\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u843d\u5730\u8981\u70b9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9884\u5b9a\u4e49\u5b9e\u4f53\u7c7b\u578b\u4e0e\u5173\u7cfb\u7c7b\u578b\u4f53\u7cfb\uff0c\u9650\u5b9a\u63d0\u53d6\u8303\u56f4\uff0c\u907f\u514d\u5173\u7cfb\u7206\u70b8<\/li>\n\n\n\n<li>\u901a\u8fc7\u7ed3\u6784\u5316\u8f93\u51fa\u7ea6\u675f\uff0c\u5f3a\u5236 LLM \u8fd4\u56de\u6807\u51c6 JSON \u683c\u5f0f\u7684\u4e09\u5143\u7ec4<\/li>\n\n\n\n<li>\u589e\u52a0\u5b9e\u4f53\u5f52\u4e00\u5316\u9884\u5904\u7406\uff1a\u901a\u8fc7\u5c0f\u6a21\u578b\u5c06\u7b80\u79f0\u3001\u5927\u5c0f\u5199\u53d8\u4f53\u6620\u5c04\u4e3a\u6807\u51c6\u5b9e\u4f53\u540d\uff08\u5982 \u201cPy\u201d\u2192\u201cPython\u201d\u3001\u201cjs\u201d\u2192\u201cJavaScript\u201d\uff09\uff0c\u4ece\u6e90\u5934\u51cf\u5c11\u5b9e\u4f53\u6b67\u4e49<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u5b9e\u4f53\u6d88\u6b67\u4e0e\u589e\u91cf\u5165\u5e93<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u63d0\u53d6\u51fa\u7684\u4e09\u5143\u7ec4\u4e0d\u80fd\u76f4\u63a5\u5199\u5165\u56fe\u8c31\uff0c\u9700\u8981\u5148\u7ecf\u8fc7\u6d88\u6b67\u6821\u9a8c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528\u5411\u91cf\u76f8\u4f3c\u5ea6\u5339\u914d\u73b0\u6709\u5b9e\u4f53\u5e93\uff0c\u5224\u65ad\u662f\u5426\u4e3a\u5df2\u6709\u5b9e\u4f53\u7684\u4e0d\u540c\u8868\u8ff0<\/li>\n\n\n\n<li>\u5bf9\u65b0\u589e\u5b9e\u4f53\u6267\u884c MERGE \u5199\u5165\uff0c\u5bf9\u5df2\u6709\u5b9e\u4f53\u66f4\u65b0\u5c5e\u6027\u4e0e\u5173\u7cfb\u6743\u91cd<\/li>\n\n\n\n<li>\u652f\u6301\u6279\u91cf\u5f02\u6b65\u5165\u5e93\uff1a\u65e0\u9700\u6bcf\u6761\u6d88\u606f\u5b9e\u65f6\u5199\u5165\uff0c\u53ef\u6309\u4f1a\u8bdd\u5468\u671f\u6279\u91cf\u5904\u7406\uff0c\u964d\u4f4e\u6027\u80fd\u635f\u8017<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. \u67e5\u8be2\u8def\u7531\u667a\u80fd\u5224\u65ad<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u662f\u6240\u6709\u7528\u6237\u63d0\u95ee\u90fd\u9700\u8981\u8c03\u7528\u77e5\u8bc6\u56fe\u8c31\uff0c\u7531\u8def\u7531 LLM \u5224\u65ad\u95ee\u9898\u7c7b\u578b\uff1a\u7eaf\u5e38\u8bc6\u95ee\u9898\u3001\u7b80\u5355\u4e8b\u5b9e\u7c7b\u95ee\u9898\u76f4\u63a5\u7531\u4e3b\u6a21\u578b\u56de\u7b54\uff1b\u6d89\u53ca\u7528\u6237\u4e2a\u6027\u5316\u4fe1\u606f\u3001\u5386\u53f2\u4e0a\u4e0b\u6587\u3001\u591a\u5b9e\u4f53\u5173\u8054\u7684\u95ee\u9898\uff0c\u624d\u89e6\u53d1\u56fe\u8c31\u68c0\u7d22\u3002\u8fd9\u4e2a\u8bbe\u8ba1\u80fd\u5927\u5e45\u964d\u4f4e\u4e0d\u5fc5\u8981\u7684\u7cfb\u7edf\u5f00\u9500\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4. Cypher \u8bed\u53e5\u667a\u80fd\u751f\u6210\u4e0e\u6821\u9a8c<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u89e6\u53d1\u56fe\u8c31\u68c0\u7d22\u540e\uff0c\u7531\u4e13\u95e8\u7684\u67e5\u8be2\u751f\u6210 LLM \u8d1f\u8d23\u5c06\u7528\u6237\u81ea\u7136\u8bed\u8a00\u8bc9\u6c42\u8f6c\u5316\u4e3a Cypher \u67e5\u8be2\u8bed\u53e5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u843d\u5730\u7684\u5173\u952e\u4fdd\u969c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7ed9 LLM \u63d0\u4f9b\u56fe\u8c31\u7684 Schema \u8bf4\u660e\uff08\u5305\u542b\u6240\u6709\u5b9e\u4f53\u7c7b\u578b\u3001\u5173\u7cfb\u7c7b\u578b\u3001\u5c5e\u6027\u5b57\u6bb5\uff09<\/li>\n\n\n\n<li>\u7ea6\u675f\u67e5\u8be2\u6df1\u5ea6\uff08\u901a\u5e38\u9650\u5236 2-3 \u5c42\u5173\u8054\uff09\uff0c\u907f\u514d\u65e0\u9650\u5236\u904d\u5386\u5bfc\u81f4\u6027\u80fd\u95ee\u9898<\/li>\n\n\n\n<li>\u589e\u52a0\u53cc\u91cd\u6821\u9a8c\uff1a\u5148\u901a\u8fc7\u8bed\u6cd5\u5de5\u5177\u6821\u9a8c Cypher \u8bed\u6cd5\u5408\u6cd5\u6027\uff0c\u518d\u901a\u8fc7\u8f7b\u91cf LLM \u6821\u9a8c\u67e5\u8be2\u8bed\u4e49\u662f\u5426\u5339\u914d\u7528\u6237\u8bc9\u6c42\uff0c\u9632\u6b62\u751f\u6210\u65e0\u6548\u6216\u9519\u8bef\u7684\u67e5\u8be2<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u524d\u6587\u7684\u5c0f\u674e\u4e0e n8n \u573a\u666f\u4e3a\u4f8b\uff0c\u751f\u6210\u7684\u67e5\u8be2\u4f1a\u4ee5 n8n \u4e3a\u6838\u5fc3\u8282\u70b9\uff0c\u5411\u5916\u591a\u5c42\u62d3\u5c55\u5173\u8054\uff1a\u5339\u914d n8n \u652f\u6301\u7684\u8bed\u8a00\u3001\u4f7f\u7528\u7684\u5de5\u5177\uff0c\u518d\u53cd\u5411\u5173\u8054\u5230\u4f7f\u7528 n8n \u7684\u4eba\uff0c\u4ee5\u53ca\u8fd9\u4e2a\u4eba\u638c\u63e1\u7684\u6280\u80fd\u3001\u5b66\u4e60\u7684\u5185\u5bb9\u3001\u6240\u5c5e\u7684\u516c\u53f8\u7b49\uff0c\u6700\u7ec8\u5f62\u6210\u5b8c\u6574\u7684\u5173\u8054\u4fe1\u606f\u7f51\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">5. \u67e5\u8be2\u7ed3\u679c\u683c\u5f0f\u5316\u6ce8\u5165<\/h4>\n\n\n\n<p 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