{"id":21658,"date":"2025-02-21T10:40:40","date_gmt":"2025-02-21T02:40:40","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=21658"},"modified":"2025-02-21T10:43:04","modified_gmt":"2025-02-21T02:43:04","slug":"graphiti","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/graphiti\/","title":{"rendered":"Graphiti\uff1a\u52a8\u6001\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa\u548c\u67e5\u8be2\u5de5\u5177\uff08\u5177\u6709\u65f6\u95f4\u611f\u77e5\u7684\u957f\u8bb0\u5fc6\u65b9\u6848\uff09"},"content":{"rendered":"<p>Graphiti\u662f\u7531 getzep \u5f00\u53d1\u7684\u4e00\u6b3e\u7528\u4e8e\u6784\u5efa\u548c\u67e5\u8be2\u52a8\u6001\u3001\u65f6\u95f4\u611f\u77e5\u7684\u77e5\u8bc6\u56fe\u8c31\u7684\u5de5\u5177\u3002\u5b83\u80fd\u591f\u8868\u793a\u5b9e\u4f53\u4e4b\u95f4\u590d\u6742\u4e14\u4e0d\u65ad\u53d8\u5316\u7684\u5173\u7cfb\uff0c\u5e76\u901a\u8fc7\u65f6\u95f4\u3001\u5168\u6587\u3001\u8bed\u4e49\u548c\u56fe\u7b97\u6cd5\u7b49\u591a\u79cd\u65b9\u6cd5\u8fdb\u884c\u67e5\u8be2\u3002Graphiti\u53ef\u4ee5\u540c\u65f6\u5904\u7406\u975e\u7ed3\u6784\u5316\u548c\u7ed3\u6784\u5316\u6570\u636e\uff0c\u751f\u6210\u7684\u4eba\u7c7b\u53ef\u8bfb\u7684\u8bed\u4e49\u8fb9\u7f18\u8868\u793a\uff0c\u4f7f\u5f97\u8fb9\u7f18\u5728\u56fe\u8c31\u6784\u5efa\u8fc7\u7a0b\u4e2d\u53ef\u4ee5\u8fdb\u884c\u5168\u6587\u641c\u7d22\u548c\u589e\u5f3a\u89e3\u91ca\u80fd\u529b\u3002\u8be5\u5de5\u5177\u88ab\u5e7f\u6cdb\u7528\u4e8e\u4fe1\u606f\u68c0\u7d22\u3001\u4e2a\u6027\u5316\u4ee3\u7406\u54cd\u5e94\u548c\u52a8\u6001\u6570\u636e\u5904\u7406\u7b49\u5e94\u7528\u573a\u666f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-21659\" title=\"Graphiti\uff1a\u52a8\u6001\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa\u548c\u67e5\u8be2\u5de5\u5177\uff08\u5177\u6709\u65f6\u95f4\u611f\u77e5\u7684\u957f\u8bb0\u5fc6\u65b9\u6848\uff09-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/bd5f1eadedbdb2f.png\" alt=\"Graphiti\uff1a\u52a8\u6001\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa\u548c\u67e5\u8be2\u5de5\u5177\uff08\u5177\u6709\u65f6\u95f4\u611f\u77e5\u7684\u957f\u8bb0\u5fc6\u65b9\u6848\uff09-1\" width=\"699\" height=\"393\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u52a8\u6001\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa<\/strong>\uff1a\u652f\u6301\u52a8\u6001\u6570\u636e\u548c\u667a\u80fd\u66f4\u65b0\uff0c\u81ea\u52a8\u8bc4\u4f30\u65b0\u5b9e\u4f53\u5e76\u66f4\u65b0\u73b0\u6709\u56fe\u8c31\u3002<\/li>\n<li><strong>\u65f6\u95f4\u611f\u77e5\u67e5\u8be2<\/strong>\uff1a\u53ef\u4ee5\u57fa\u4e8e\u65f6\u95f4\u8fdb\u884c\u67e5\u8be2\uff0c\u652f\u6301\u590d\u6742\u7684\u65f6\u95f4\u5173\u7cfb\u5206\u6790\u3002<\/li>\n<li><strong>\u8bed\u4e49\u8fb9\u7f18\u751f\u6210<\/strong>\uff1a\u5728\u56fe\u8c31\u6784\u5efa\u8fc7\u7a0b\u4e2d\u751f\u6210\u8bed\u4e49\u53ef\u8bfb\u7684\u8fb9\u7f18\uff0c\u652f\u6301\u5168\u6587\u641c\u7d22\u3002<\/li>\n<li><strong>\u591a\u79cd\u6570\u636e\u6e90\u652f\u6301<\/strong>\uff1a\u80fd\u591f\u540c\u65f6\u5904\u7406\u975e\u7ed3\u6784\u5316\u548c\u7ed3\u6784\u5316\u6570\u636e\u3002<\/li>\n<li><strong>\u5f3a\u5316\u89e3\u91ca\u80fd\u529b<\/strong>\uff1a\u751f\u6210\u7684\u56fe\u8c31\u8fb9\u7f18\u5177\u6709\u589e\u5f3a\u7684\u89e3\u91ca\u80fd\u529b\uff0c\u4fbf\u4e8e\u7406\u89e3\u548c\u5206\u6790\u3002<\/li>\n<li><strong>\u4e2a\u6027\u5316\u4ee3\u7406\u54cd\u5e94<\/strong>\uff1a\u6839\u636e\u5148\u524d\u5bf9\u8bdd\u4e2d\u5b66\u4e60\u5230\u7684\u4fe1\u606f\u4e2a\u6027\u5316\u4ee3\u7406\u54cd\u5e94\u3002<\/li>\n<li><strong>\u4e0eNeo4j\u96c6\u6210<\/strong>\uff1a\u652f\u6301\u4e0eNeo4j\u6570\u636e\u5e93\u7684\u96c6\u6210\uff0c\u4fbf\u6377\u5730\u8fdb\u884c\u56fe\u8c31\u7ba1\u7406\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u51c6\u5907\u73af\u5883<\/strong>\uff1a\n<ul>\n<li>\u786e\u4fdd\u5df2\u5b89\u88c5Python\u73af\u5883\u3002<\/li>\n<li>\u5b89\u88c5Neo4j Desktop\u5e76\u521b\u5efa\u4e00\u4e2a\u9879\u76ee\uff0c\u6dfb\u52a0\u672c\u5730DBMS\u5e76\u542f\u52a8\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5Graphiti\u5e93<\/strong>\uff1a\n<pre><code>pip install graphiti_core\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u521d\u59cb\u5316Graphiti<\/strong>\uff1a<br \/>\n\u5728Python\u811a\u672c\u4e2d\u5bfc\u5165\u5e76\u521d\u59cb\u5316Graphiti\uff1a<\/p>\n<pre><code>from graphiti_core import Graphiti\r\nfrom graphiti_core.nodes import EpisodeType\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u6784\u5efa\u77e5\u8bc6\u56fe\u8c31<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528Graphiti\u6784\u5efa\u52a8\u6001\u6570\u636e\u7684\u77e5\u8bc6\u56fe\u8c31\uff0c\u901a\u8fc7\u667a\u80fd\u66f4\u65b0\u548c\u8bed\u4e49\u8fb9\u7f18\u751f\u6210\uff0c\u4f7f\u5f97\u56fe\u8c31\u80fd\u591f\u53cd\u6620\u6700\u65b0\u7684\u4e0a\u4e0b\u6587\u3002<\/li>\n<li>\u4f8b\u5982\uff0c\u6dfb\u52a0\u65b0\u5b9e\u4f53\u548c\u5173\u7cfb\uff1a\n<pre><code>graph = Graphiti()\r\ngraph.add_node(\"Person\", name=\"Kendra\")\r\ngraph.add_node(\"Product\", name=\"Adidas shoes\")\r\ngraph.add_edge(\"Kendra\", \"loves\", \"Adidas shoes\")\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u67e5\u8be2\u77e5\u8bc6\u56fe\u8c31<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528\u65f6\u95f4\u3001\u5168\u6587\u3001\u8bed\u4e49\u548c\u56fe\u7b97\u6cd5\u7b49\u65b9\u6cd5\u8fdb\u884c\u67e5\u8be2\uff0c\u652f\u6301\u590d\u6742\u7684\u65f6\u95f4\u5173\u7cfb\u548c\u8bed\u4e49\u641c\u7d22\u3002<\/li>\n<li>\u4f8b\u5982\uff0c\u67e5\u8be2\u67d0\u4eba\u559c\u7231\u7684\u4ea7\u54c1\uff1a\n<pre><code>query = \"MATCH (p:Person)-[r:loves]-&gt;(prod:Product) RETURN p.name, prod.name\"\r\nresults = graph.query(query)\r\nfor result in results:\r\nprint(f\"{result['p.name']} loves {result['prod.name']}\")\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4e2a\u6027\u5316\u4ee3\u7406\u54cd\u5e94<\/strong>\uff1a\n<ul>\n<li>\u5229\u7528Graphiti\u5b58\u50a8\u548c\u56de\u5fc6\u5bf9\u8bdd\u4e2d\u7684\u76f8\u5173\u4e8b\u5b9e\uff0c\u5b9e\u73b0\u4e2a\u6027\u5316\u54cd\u5e94\u3002<\/li>\n<li>\u4f8b\u5982\uff0c\u5b58\u50a8\u5e76\u56de\u5fc6\u5bf9\u8bdd\u4fe1\u606f\uff1a\n<pre><code>graph.add_node(\"Conversation\", context=\"User mentioned interest in Adidas shoes\")\r\nrelevant_facts = graph.query(\"MATCH (c:Conversation) RETURN c.context\")\r\nfor fact in relevant_facts:\r\nprint(fact['c.context'])\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u8be6\u7ec6\u529f\u80fd\u4ecb\u7ecd<\/h3>\n<ul>\n<li><strong>\u667a\u80fd\u56fe\u66f4\u65b0<\/strong>\uff1aGraphiti\u80fd\u591f\u81ea\u52a8\u8bc4\u4f30\u65b0\u5b9e\u4f53\uff0c\u5e76\u57fa\u4e8e\u5f53\u524d\u56fe\u8c31\u8fdb\u884c\u66f4\u65b0\uff0c\u4ece\u800c\u4fdd\u6301\u56fe\u8c31\u7684\u6700\u65b0\u72b6\u6001\u3002<\/li>\n<li><strong>\u8bed\u4e49\u548c\u5168\u6587\u641c\u7d22<\/strong>\uff1a\u5728\u56fe\u8c31\u6784\u5efa\u8fc7\u7a0b\u4e2d\u751f\u6210\u8bed\u4e49\u53ef\u8bfb\u7684\u8fb9\u7f18\uff0c\u4f7f\u5f97\u7528\u6237\u80fd\u591f\u8fdb\u884c\u5168\u6587\u641c\u7d22\u548c\u589e\u5f3a\u89e3\u91ca\u80fd\u529b\u7684\u67e5\u8be2\u3002<\/li>\n<li><strong>\u65f6\u95f4\u611f\u77e5<\/strong>\uff1a\u652f\u6301\u57fa\u4e8e\u65f6\u95f4\u7684\u67e5\u8be2\uff0c\u80fd\u591f\u5904\u7406\u590d\u6742\u7684\u65f6\u95f4\u5173\u7cfb\u548c\u52a8\u6001\u6570\u636e\u3002<\/li>\n<li><strong>\u591a\u6570\u636e\u6e90\u652f\u6301<\/strong>\uff1a\u80fd\u591f\u540c\u65f6\u5904\u7406\u975e\u7ed3\u6784\u5316\u548c\u7ed3\u6784\u5316\u6570\u636e\uff0c\u65b9\u4fbf\u7528\u6237\u8fdb\u884c\u591a\u6e90\u6570\u636e\u7684\u96c6\u6210\u548c\u5206\u6790\u3002<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f\u793a\u4f8b<\/h2>\n<ol>\n<li><strong>\u5ba2\u670d\u673a\u5668\u4eba<\/strong>\uff1a<br \/>\nGraphiti\u53ef\u4ee5\u5e2e\u52a9\u6784\u5efa\u667a\u80fd\u5ba2\u670d\u673a\u5668\u4eba\uff0c\u901a\u8fc7\u5b58\u50a8\u7528\u6237\u7684\u5386\u53f2\u5bf9\u8bdd\u548c\u884c\u4e3a\u6570\u636e\uff0c\u4e2a\u6027\u5316\u5730\u56de\u5e94\u7528\u6237\u7684\u8be2\u95ee\u3002\u4f8b\u5982\uff0c\u5f53\u7528\u6237\u8be2\u95ee\u67d0\u4ea7\u54c1\u65f6\uff0c\u673a\u5668\u4eba\u53ef\u4ee5\u57fa\u4e8e\u8fc7\u53bb\u7684\u5bf9\u8bdd\u8bb0\u5f55\u63d0\u4f9b\u66f4\u51c6\u786e\u548c\u4e2a\u6027\u5316\u7684\u5efa\u8bae\u3002<\/li>\n<li><strong>\u91d1\u878d\u5206\u6790<\/strong>\uff1a<br \/>\n\u91d1\u878d\u673a\u6784\u53ef\u4ee5\u4f7f\u7528Graphiti\u6784\u5efa\u5ba2\u6237\u5173\u7cfb\u56fe\u8c31\uff0c\u4e86\u89e3\u5ba2\u6237\u7684\u6295\u8d44\u504f\u597d\u548c\u8d22\u52a1\u884c\u4e3a\u3002\u901a\u8fc7\u65f6\u95f4\u611f\u77e5\u67e5\u8be2\uff0c\u5206\u6790\u5ba2\u6237\u5728\u4e0d\u540c\u65f6\u95f4\u6bb5\u7684\u6295\u8d44\u884c\u4e3a\u53d8\u5316\uff0c\u5e2e\u52a9\u91d1\u878d\u987e\u95ee\u63d0\u4f9b\u66f4\u4e13\u4e1a\u7684\u6295\u8d44\u5efa\u8bae\u3002<\/li>\n<li><strong>\u533b\u7597\u5065\u5eb7\u7ba1\u7406<\/strong>\uff1a<br \/>\n\u533b\u7597\u673a\u6784\u53ef\u4ee5\u5229\u7528Graphiti\u6784\u5efa\u60a3\u8005\u5065\u5eb7\u6863\u6848\u56fe\u8c31\uff0c\u8bb0\u5f55\u60a3\u8005\u7684\u5386\u53f2\u75c5\u5386\u548c\u6cbb\u7597\u8bb0\u5f55\u3002\u901a\u8fc7\u52a8\u6001\u66f4\u65b0\u548c\u65f6\u95f4\u611f\u77e5\u67e5\u8be2\uff0c\u533b\u751f\u53ef\u4ee5\u66f4\u5168\u9762\u5730\u4e86\u89e3\u60a3\u8005\u7684\u5065\u5eb7\u72b6\u51b5\uff0c\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u533b\u7597\u65b9\u6848\u3002<\/li>\n<li><strong>\u7535\u5546\u63a8\u8350\u7cfb\u7edf<\/strong>\uff1a<br \/>\n\u7535\u5546\u5e73\u53f0\u53ef\u4ee5\u4f7f\u7528Graphiti\u6784\u5efa\u7528\u6237\u5174\u8da3\u56fe\u8c31\uff0c\u8bb0\u5f55\u7528\u6237\u7684\u6d4f\u89c8\u548c\u8d2d\u4e70\u5386\u53f2\u3002\u901a\u8fc7\u8bed\u4e49\u67e5\u8be2\u548c\u65f6\u95f4\u611f\u77e5\u5206\u6790\uff0c\u5e73\u53f0\u53ef\u4ee5\u5411\u7528\u6237\u63a8\u8350\u66f4\u7b26\u5408\u5176\u5174\u8da3\u7684\u5546\u54c1\uff0c\u63d0\u9ad8\u7528\u6237\u7684\u8d2d\u4e70\u8f6c\u5316\u7387\u3002<\/li>\n<li><strong>\u5b66\u672f\u7814\u7a76<\/strong>\uff1a<br \/>\n\u7814\u7a76\u673a\u6784\u53ef\u4ee5\u5229\u7528Graphiti\u6784\u5efa\u5b66\u672f\u8d44\u6e90\u56fe\u8c31\uff0c\u8bb0\u5f55\u548c\u5206\u6790\u5b66\u672f\u8bba\u6587\u4e4b\u95f4\u7684\u5f15\u7528\u5173\u7cfb\u548c\u7814\u7a76\u8d8b\u52bf\u3002\u901a\u8fc7\u8bed\u4e49\u548c\u65f6\u95f4\u611f\u77e5\u67e5\u8be2\uff0c\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u5feb\u901f\u627e\u5230\u76f8\u5173\u7684\u7814\u7a76\u6210\u679c\u548c\u5b66\u672f\u8d44\u6e90\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Graphiti\u662f\u7531 getzep \u5f00\u53d1\u7684\u4e00\u6b3e\u7528\u4e8e\u6784\u5efa\u548c\u67e5\u8be2\u52a8\u6001\u3001\u65f6\u95f4\u611f\u77e5\u7684\u77e5\u8bc6\u56fe\u8c31\u7684\u5de5\u5177\u3002\u5b83\u80fd\u591f\u8868\u793a\u5b9e\u4f53\u4e4b\u95f4\u590d\u6742\u4e14\u4e0d\u65ad\u53d8\u5316\u7684\u5173\u7cfb\uff0c\u5e76\u901a\u8fc7\u65f6\u95f4\u3001\u5168\u6587\u3001\u8bed\u4e49\u548c\u56fe\u7b97\u6cd5\u7b49\u591a\u79cd\u65b9\u6cd5\u8fdb\u884c\u67e5\u8be2\u3002Graphiti\u53ef\u4ee5\u540c\u65f6\u5904\u7406\u975e\u7ed3\u6784\u5316\u548c\u7ed3\u6784\u5316\u6570\u636e\uff0c\u751f\u6210\u7684\u4eba&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61880,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,260],"class_list":["post-21658","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-zhishitupu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/21658","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=21658"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/21658\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/61880"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=21658"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=21658"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=21658"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}