{"id":13950,"date":"2024-11-25T18:52:28","date_gmt":"2024-11-25T10:52:28","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=13950"},"modified":"2024-11-25T18:52:41","modified_gmt":"2024-11-25T10:52:41","slug":"graphrag-difyrangd","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/graphrag-difyrangd\/","title":{"rendered":"GraphRAG-Dify\uff1a\u8ba9Dify\u5177\u5907GraphRAG\u80fd\u529b"},"content":{"rendered":"<p>GraphRAG-Dify\u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u7ed3\u5408GraphRAG\u548cDify\u6280\u672f\uff0c\u5feb\u901f\u521b\u5efa\u548c\u90e8\u7f72AI Agent\u3002\u8be5\u9879\u76ee\u5229\u7528FastAPI\u548cUvicorn\u8fdb\u884c\u670d\u52a1\u642d\u5efa\uff0c\u5e76\u652f\u6301DSL\u5bfc\u5165\uff0c\u65b9\u4fbf\u7528\u6237\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u96c6\u6210\u548c\u4f7f\u7528\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u521b\u5efaAI Agent\uff1a\u7ed3\u5408GraphRAG\u4e0eDify\u6280\u672f\uff0c\u5feb\u901f\u521b\u5efaAI Agent\u3002<\/li>\n<li>\u670d\u52a1\u642d\u5efa\uff1a\u4f7f\u7528FastAPI\u548cUvicorn\u8fdb\u884c\u670d\u52a1\u642d\u5efa\uff0c\u786e\u4fdd\u9ad8\u6548\u8fd0\u884c\u3002<\/li>\n<li>DSL\u5bfc\u5165\uff1a\u652f\u6301DSL\u5bfc\u5165\uff0c\u65b9\u4fbf\u7528\u6237\u96c6\u6210\u548c\u4f7f\u7528\u3002<\/li>\n<li>\u4ee3\u7801\u7ba1\u7406\uff1a\u63d0\u4f9b\u8be6\u7ec6\u7684\u4ee3\u7801\u7ba1\u7406\u548c\u7248\u672c\u63a7\u5236\u529f\u80fd\u3002<\/li>\n<li>\u517c\u5bb9\u6027\uff1a\u517c\u5bb9\u5b98\u65b9\u6700\u65b0\u7248\u672c\uff0c\u786e\u4fdd\u4ee3\u7801\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u4e0e\u914d\u7f6e<\/h3>\n<ol>\n<li><strong>\u514b\u9686\u4ee3\u7801\u4ed3\u5e93<\/strong>\uff1a\n<pre><code>git clone https:\/\/github.com\/brightwang\/graphrag-dify.git\r\ncd graphrag-dify\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a \u5728<code>pyproject.toml<\/code>\u6587\u4ef6\u4e2d\u6dfb\u52a0\u4ee5\u4e0b\u4f9d\u8d56\u5305\uff0c\u5e76\u6267\u884c<code>poetry install<\/code>\uff1a\n<pre><code>[tool.poetry.dependencies]\r\nfastapi = \"^0.115.0\"\r\nuvicorn = \"^0.31.0\"\r\nasyncio = \"^3.4.3\"\r\nutils = \"^1.0.2\"\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6eGraphRAG<\/strong>\uff1a \u5c06<code>main.py<\/code>\u6587\u4ef6\u653e\u7f6e\u4e8eGraphRAG\u9879\u76ee\u6e90\u7801\u6839\u76ee\u5f55\uff0c\u5e76\u5c06<code>search.py<\/code>\u548c<code>search_prompt.py<\/code>\u6309\u7167\u4ed3\u5e93\u4e2d\u7684\u76ee\u5f55\u4f4d\u7f6e\u8986\u76d6GraphRAG\u7684\u6e90\u6587\u4ef6\u3002<\/li>\n<li><strong>\u751f\u6210\u7d22\u5f15<\/strong>\uff1a \u5c06\u751f\u6210\u7684\u7d22\u5f15\u6587\u4ef6\u5b58\u653e\u4e8e\u6839\u76ee\u5f55\u4e0b\u7684<code>indexs<\/code>\u76ee\u5f55\u4e2d\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528GraphRAG-Dify<\/h3>\n<ol>\n<li><strong>\u542f\u52a8\u670d\u52a1<\/strong>\uff1a \u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8GraphRAG\u670d\u52a1\uff1a\n<pre><code>poetry shell\r\nuvicorn main:app --reload --host 0.0.0.0 --port 8000\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u6d4b\u8bd5\u67e5\u8be2<\/strong>\uff1a \u53c2\u8003\u4ee5\u4e0b\u547d\u4ee4\u6d4b\u8bd5\u670d\u52a1\u662f\u5426\u6b63\u5e38\u8fd0\u884c\uff1a\n<pre><code>poetry run <a href=\"https:\/\/www.kdjingpai.com\/poeai\/\">poe<\/a> query --root .\/indexs\/wzry --method local --response_type search_prompt \"\u9879\u7fbd\u6709\u4ec0\u4e48\u6280\u80fd\"\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5bfc\u5165Dify DSL<\/strong>\uff1a \u5c06Dify\u7684\u4e24\u4e2aDSL\u5bfc\u5165\uff0c\u5e76\u91cd\u65b0\u53d1\u5e03\u5de5\u4f5c\u6d41\u4e3a\u5de5\u5177\uff0c\u5728Agent\u4e2d\u91cd\u65b0\u5f15\u7528\uff0c\u5177\u4f53\u6b65\u9aa4\u53ef\u53c2\u8003\u9879\u76ee\u4e2d\u7684\u89c6\u9891\u6559\u7a0b\u3002<\/li>\n<\/ol>\n<h3>\u8be6\u7ec6\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ul>\n<li><strong>GraphRAG\u4e0eDify\u7ed3\u5408<\/strong>\uff1a\n<ol>\n<li>\u5c06GraphRAG\u66b4\u9732\u4e3aHTTP\u670d\u52a1\uff0c\u4f9bDify\u4f7f\u7528\u3002<\/li>\n<li>\u914d\u7f6eDify\u7684Agent\uff0c\u4f7f\u5176\u80fd\u591f\u8c03\u7528GraphRAG\u63d0\u4f9b\u7684\u670d\u52a1\u3002<\/li>\n<li>\u901a\u8fc7DSL\u5b9a\u4e49Dify\u7684\u5de5\u4f5c\u6d41\uff0c\u5e76\u5c06\u5176\u53d1\u5e03\u4e3a\u5de5\u5177\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u6d4b\u8bd5\u4e0e\u9a8c\u8bc1<\/strong>\uff1a\n<ol>\n<li>\u4f7f\u7528\u63d0\u4f9b\u7684\u6d4b\u8bd5\u547d\u4ee4\u9a8c\u8bc1\u670d\u52a1\u7684\u6b63\u786e\u6027\u3002<\/li>\n<li>\u8c03\u6574\u914d\u7f6e\u6587\u4ef6\u548c\u4ee3\u7801\uff0c\u786e\u4fdd\u670d\u52a1\u7a33\u5b9a\u8fd0\u884c\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u4f18\u5316\u4e0e\u7ef4\u62a4<\/strong>\uff1a\n<ol>\n<li>\u5b9a\u671f\u66f4\u65b0\u4f9d\u8d56\u5305\uff0c\u4fdd\u6301\u4e0eGraphRAG\u5b98\u65b9\u7248\u672c\u7684\u517c\u5bb9\u6027\u3002<\/li>\n<li>\u6839\u636e\u5b9e\u9645\u4f7f\u7528\u60c5\u51b5\uff0c\u4f18\u5316\u4ee3\u7801\u548c\u914d\u7f6e\uff0c\u63d0\u9ad8\u670d\u52a1\u6027\u80fd\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>GraphRAG-Dify\u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u7ed3\u5408GraphRAG\u548cDify\u6280\u672f\uff0c\u5feb\u901f\u521b\u5efa\u548c\u90e8\u7f72AI Agent\u3002\u8be5\u9879\u76ee\u5229\u7528FastAPI\u548cUvicorn\u8fdb\u884c\u670d\u52a1\u642d\u5efa\uff0c\u5e76\u652f\u6301DSL\u5bfc\u5165\uff0c\u65b9\u4fbf\u7528\u6237\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u96c6\u6210\u548c\u4f7f\u7528\u3002 &nbsp; \u529f\u80fd\u5217&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61290,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,260],"class_list":["post-13950","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-zhishitupu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/13950","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=13950"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/13950\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/61290"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=13950"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=13950"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=13950"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}