{"id":28918,"date":"2025-03-18T02:16:32","date_gmt":"2025-03-17T18:16:32","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=28918"},"modified":"2025-03-18T02:16:32","modified_gmt":"2025-03-17T18:16:32","slug":"gag","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/gag\/","title":{"rendered":"GAG\uff1a\u5229\u7528\u5927\u6a21\u578b\u6a21\u62df\u4eba\u7c7b\u884c\u4e3a\u751f\u6210\u793e\u4ea4\u5173\u7cfb\u56fe\u8c31"},"content":{"rendered":"<p>GraphAgent \u662f\u4e00\u4e2a\u5f00\u6e90\u6846\u67b6\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\uff0c\u7531 Ji-Cather \u5f00\u53d1\u3002\u5b83\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u6a21\u62df\u4eba\u7c7b\u884c\u4e3a\uff0c\u751f\u6210\u52a8\u6001\u7684\u3001\u5e26\u6587\u672c\u5c5e\u6027\u7684\u793e\u4ea4\u56fe\u3002\u8fd9\u4e2a\u5de5\u5177\u9002\u7528\u4e8e\u5728\u7ebf\u793e\u4ea4\u5a92\u4f53\u3001\u7535\u5546\u548c\u8bba\u6587\u521b\u4f5c\u7b49\u573a\u666f\uff0c\u5e2e\u52a9\u7528\u6237\u6df1\u5165\u5206\u6790\u7f51\u7edc\u4e2d\u7684\u4e92\u52a8\u5173\u7cfb\u3002\u5b83\u4e0d\u4ec5\u80fd\u751f\u6210\u7b26\u5408\u771f\u5b9e\u4e16\u754c\u7279\u5f81\u7684\u56fe\u7ed3\u6784\uff0c\u8fd8\u80fd\u901a\u8fc7\u5bf9\u6bd4\u771f\u5b9e\u56fe\u9a8c\u8bc1\u6a21\u62df\u7684\u51c6\u786e\u6027\u3002GraphAgent \u7684\u4ee3\u7801\u514d\u8d39\u5f00\u653e\uff0c\u7528\u6237\u53ef\u4ee5\u4e0b\u8f7d\u3001\u4fee\u6539\u5e76\u7528\u4e8e\u793e\u4f1a\u5b66\u3001\u7f51\u7edc\u79d1\u5b66\u7b49\u7814\u7a76\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-28919\" title=\"GAG\uff1a\u5229\u7528\u5927\u6a21\u578b\u6a21\u62df\u4eba\u7c7b\u884c\u4e3a\u751f\u6210\u793e\u4ea4\u5173\u7cfb\u56fe\u8c31-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/2d3c1a64633680a.jpg\" alt=\"GAG\uff1a\u5229\u7528\u5927\u6a21\u578b\u6a21\u62df\u4eba\u7c7b\u884c\u4e3a\u751f\u6210\u793e\u4ea4\u5173\u7cfb\u56fe\u8c31-1\" width=\"1397\" height=\"563\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/2d3c1a64633680a.jpg 1397w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/2d3c1a64633680a-768x310.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/2d3c1a64633680a-18x7.jpg 18w\" sizes=\"auto, (max-width: 1397px) 100vw, 1397px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u4eba\u7c7b\u884c\u4e3a\u6a21\u62df<\/strong>\uff1a\u901a\u8fc7\u5927\u6a21\u578b\u6a21\u62df\u771f\u5b9e\u7684\u4eba\u7c7b\u4e92\u52a8\uff0c\u751f\u6210\u793e\u4ea4\u5173\u7cfb\u56fe\u3002<\/li>\n<li><strong>\u52a8\u6001\u793e\u4ea4\u56fe\u751f\u6210<\/strong>\uff1a\u6839\u636e\u8f93\u5165\u6570\u636e\u6216\u7528\u6237\u63d0\u793a\uff0c\u521b\u5efa\u5e26\u6587\u672c\u5c5e\u6027\u7684\u52a8\u6001\u56fe\u3002<\/li>\n<li><strong>\u56fe\u7ed3\u6784\u9a8c\u8bc1<\/strong>\uff1a\u5bf9\u6bd4\u751f\u6210\u7684\u56fe\u4e0e\u771f\u5b9e\u56fe\uff0c\u8bc4\u4f30\u5b8f\u89c2\u548c\u5fae\u89c2\u7279\u5f81\u7684\u51c6\u786e\u6027\u3002<\/li>\n<li><strong>\u5927\u89c4\u6a21\u56fe\u6269\u5c55<\/strong>\uff1a\u652f\u6301\u751f\u6210\u5305\u542b10\u4e07\u8282\u70b9\u62161000\u4e07\u8fb9\u7684\u8d85\u5927\u56fe\u3002<\/li>\n<li><strong>\u5f00\u6e90\u8c03\u6574<\/strong>\uff1a\u63d0\u4f9b\u5b8c\u6574\u4ee3\u7801\uff0c\u7528\u6237\u53ef\u6839\u636e\u9700\u6c42\u5b9a\u5236\u529f\u80fd\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>GraphAgent \u662f\u57fa\u4e8e GitHub \u7684\u5f00\u6e90\u5de5\u5177\uff0c\u9700\u8981\u4e00\u5b9a\u7684\u6280\u672f\u57fa\u7840\u6765\u5b89\u88c5\u548c\u4f7f\u7528\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u4e0e\u64cd\u4f5c\u6307\u5357\uff0c\u786e\u4fdd\u4f60\u80fd\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u51c6\u5907\u73af\u5883<\/strong>\n<ul>\n<li>\u5b89\u88c5 Python 3.9\uff08\u63a8\u8350\u7248\u672c\uff09\u3002\u5728\u7ec8\u7aef\u8f93\u5165\u00a0<code>python --version<\/code>\u00a0\u68c0\u67e5\u7248\u672c\u3002<\/li>\n<li>\u5b89\u88c5 Git\u3002Windows \u7528\u6237\u4ece\u5b98\u7f51\u4e0b\u8f7d\uff0cMac \u7528\u6237\u7528\u00a0<code>brew install git<\/code>\u3002<\/li>\n<li>\u521b\u5efa\u865a\u62df\u73af\u5883\uff1a\u5728\u7ec8\u7aef\u8f93\u5165\u00a0<code>conda create --name LLMGraph python=3.9<\/code>\uff0c\u7136\u540e\u6fc0\u6d3b\u00a0<code>conda activate LLMGraph<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4e0b\u8f7d GraphAgent<\/strong>\n<ul>\n<li>\u5728\u7ec8\u7aef\u8f93\u5165\uff1a<code>git clone https:\/\/github.com\/Ji-Cather\/GraphAgent.git<\/code>\u3002<\/li>\n<li>\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a<code>cd GraphAgent<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\n<ul>\n<li>\u5b89\u88c5 AgentScope \u5e93\uff1a\n<ul>\n<li>\u8f93\u5165\u00a0<code>git clone https:\/\/github.com\/modelscope\/agentscope\/<\/code>\u3002<\/li>\n<li>\u8fdb\u5165\u76ee\u5f55\u00a0<code>cd agentscope<\/code>\uff0c\u7136\u540e\u8fd0\u884c\u00a0<code>git reset --hard 1c993f9<\/code>\u00a0\u9501\u5b9a\u7248\u672c\u3002<\/li>\n<li>\u5b89\u88c5\uff1a<code>pip install -e .[distribute]<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5b89\u88c5\u9879\u76ee\u4f9d\u8d56\uff1a\u5728 GraphAgent \u76ee\u5f55\u4e0b\u8fd0\u884c\u00a0<code>pip install -r requirements.txt<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u914d\u7f6e API \u5bc6\u94a5<\/strong>\n<ul>\n<li>\u6253\u5f00\u00a0<code>LLMGraph\/llms\/default_model_configs.json<\/code>\u00a0\u6587\u4ef6\u3002<\/li>\n<li>\u6dfb\u52a0\u4f60\u7684\u6a21\u578b API \u5bc6\u94a5\uff0c\u4f8b\u5982 OpenAI \u7684\u00a0<code>gpt-3.5-turbo-0125<\/code>\u00a0\u6216 <a href=\"https:\/\/www.kdjingpai.com\/de\/vllm\/\">VLLM<\/a> \u7684\u00a0<code>llama3-70B<\/code>\u3002<\/li>\n<li>\u793a\u4f8b\u914d\u7f6e\uff1a\n<pre><code>{\r\n\"model_type\": \"openai_chat\",\r\n\"config_name\": \"gpt-3.5-turbo-0125\",\r\n\"model_name\": \"gpt-3.5-turbo-0125\",\r\n\"api_key\": \"sk-\u4f60\u7684\u5bc6\u94a5\",\r\n\"generate_args\": {\"max_tokens\": 2000, \"temperature\": 0.8}\r\n}\r\n<\/code><\/pre>\n<\/li>\n<li>\u4fdd\u5b58\u6587\u4ef6\u540e\uff0c\u786e\u4fdd\u5bc6\u94a5\u6709\u6548\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c\u9879\u76ee<\/strong>\n<ul>\n<li>\u5728\u7ec8\u7aef\u8f93\u5165\u00a0<code>export PYTHONPATH=.\/<\/code>\u00a0\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\u3002<\/li>\n<li>\u9009\u62e9\u6a21\u578b\u63d0\u793a\u6a21\u677f\uff0c\u4f8b\u5982\u00a0<code>export MODEL=gpt<\/code>\uff08\u7528 GPT \u6a21\u677f\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u6570\u636e\u51c6\u5907<\/h3>\n<ul>\n<li>\u4e0b\u8f7d\u793a\u4f8b\u6570\u636e\uff1a\n<ul>\n<li>\u8f93\u5165\u00a0<code>git clone https:\/\/oauth2:RxG7vLWFP_NbDhmB9kXG@www.modelscope.cn\/datasets\/cather111\/GAG_data.git<\/code>\u3002<\/li>\n<li>\u6570\u636e\u5305\u62ec\u63a8\u6587\u3001\u7535\u5f71\u8bc4\u5206\u548c\u8bba\u6587\u5f15\u7528\u7b49\u6837\u672c\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>1. \u4eba\u7c7b\u884c\u4e3a\u6a21\u62df\u4e0e\u793e\u4ea4\u56fe\u751f\u6210<\/h4>\n<ul>\n<li><strong>\u4ece\u6570\u636e\u751f\u6210\u56fe<\/strong>\uff1a\n<ul>\n<li>\u63a8\u6587\u7f51\u7edc\uff1a<code>python main.py --task tweets --config \"small\" --build --launcher_save_path \"LLMGraph\/llms\/launcher_info_none.json\"<\/code>\u3002<\/li>\n<li>\u7535\u5f71\u8bc4\u5206\u7f51\u7edc\uff1a<code>python main.py --task movielens --config \"small\" --build --launcher_save_path \"LLMGraph\/llms\/launcher_info_none.json\"<\/code>\u3002<\/li>\n<li>\u8bba\u6587\u5f15\u7528\u7f51\u7edc\uff1a<code>python main.py --task citeseer --config \"small\" --build --launcher_save_path \"LLMGraph\/llms\/launcher_info_none.json\"<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4ece\u7528\u6237\u8f93\u5165\u751f\u6210\u56fe<\/strong>\uff1a\n<ul>\n<li>\u793a\u4f8b\uff1a<code>python main.py --user_input \"\u6211\u60f3\u6a21\u62df\u4f5c\u8005\u4e0e\u8bba\u6587\u7684\u4e92\u52a8\uff0c\u751f\u6210\u9ad8\u805a\u7c7b\u5ea6\u7684\u5f15\u7528\u7f51\u7edc\" --build<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8f93\u51fa\u7ed3\u679c<\/strong>\uff1a\u751f\u6210\u7684\u6587\u4ef6\u5728\u6307\u5b9a\u8def\u5f84\u4e0b\uff0c\u53ef\u7528\u53ef\u89c6\u5316\u5de5\u5177\uff08\u5982 Gephi\uff09\u67e5\u770b\u3002<\/li>\n<\/ul>\n<h4>2. \u5e76\u884c\u52a0\u901f\u8fd0\u884c<\/h4>\n<ul>\n<li><strong>\u542f\u52a8\u5e76\u884c\u670d\u52a1<\/strong>\uff1a\u5728\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884c\u00a0<code>python start_launchers.py --launcher_save_path \"LLMGraph\/llms\/launcher_info.json\"<\/code>\u3002<\/li>\n<li><strong>\u6267\u884c\u4efb\u52a1<\/strong>\uff1a\u5728\u53e6\u4e00\u4e2a\u7ec8\u7aef\u8fd0\u884c\u00a0<code>python main.py --task tweets --config \"small\" --build --launcher_save_path \"LLMGraph\/llms\/launcher_info.json\"<\/code>\u3002<\/li>\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\u901f\u5ea6\u63d0\u534790.4%\uff0c\u9002\u5408\u5927\u89c4\u6a21\u56fe\u751f\u6210\u3002<\/li>\n<\/ul>\n<h4>3. \u56fe\u7ed3\u6784\u9a8c\u8bc1<\/h4>\n<ul>\n<li><strong>\u8fd0\u884c\u8bc4\u4f30\u811a\u672c<\/strong>\uff1a\n<ul>\n<li>\u793e\u4ea4\u7f51\u7edc\uff1a<code>python evaluate\/social\/main.py<\/code>\u3002<\/li>\n<li>\u7535\u5f71\u7f51\u7edc\uff1a<code>python evaluate\/movie\/main.py<\/code>\u3002<\/li>\n<li>\u5f15\u7528\u7f51\u7edc\uff1a<code>python evaluate\/article\/main.py<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u7ed3\u679c\u5206\u6790<\/strong>\uff1a\u751f\u6210\u62a5\u544a\u663e\u793a\u56fe\u7684\u5b8f\u89c2\u7279\u5f81\uff08\u5982\u5e42\u5f8b\u5206\u5e03\uff09\u548c\u5fae\u89c2\u7ed3\u6784\uff08\u63d0\u534711%\uff09\u3002<\/li>\n<\/ul>\n<h3>\u64cd\u4f5c\u6280\u5de7<\/h3>\n<ul>\n<li><strong>\u8c03\u8bd5\u6a21\u5f0f<\/strong>\uff1a\u7528\u5355\u7aef\u53e3\u8fd0\u884c\uff08\u5982\u00a0<code>--launcher_save_path \"LLMGraph\/llms\/launcher_info_none.json\"<\/code>\uff09\uff0c\u65b9\u4fbf\u6392\u67e5\u95ee\u9898\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u529f\u80fd<\/strong>\uff1a\u4fee\u6539\u00a0<code>main.py<\/code>\u00a0\u6216\u914d\u7f6e\u6587\u4ef6\uff0c\u8c03\u6574\u6a21\u578b\u53c2\u6570\u6216\u56fe\u751f\u6210\u89c4\u5219\u3002<\/li>\n<li><strong>\u67e5\u770b\u5e2e\u52a9<\/strong>\uff1a\u8fd0\u884c\u00a0<code>python main.py --help<\/code>\u00a0\u83b7\u53d6\u547d\u4ee4\u8be6\u60c5\u3002<\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786e\u4fdd API \u5bc6\u94a5\u6709\u6548\uff0c\u5426\u5219\u7a0b\u5e8f\u65e0\u6cd5\u8c03\u7528\u5927\u6a21\u578b\u3002<\/li>\n<li>\u5927\u89c4\u6a21\u56fe\u751f\u6210\u9700\u8981\u9ad8\u6027\u80fd\u7535\u8111\uff0c\u5efa\u8bae\u81f3\u5c11 16GB \u5185\u5b58\u3002<\/li>\n<li>\u9879\u76ee\u6301\u7eed\u66f4\u65b0\uff0c\u5b9a\u671f\u68c0\u67e5 GitHub \u83b7\u53d6\u6700\u65b0\u7248\u672c\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u793e\u4ea4\u5a92\u4f53\u5206\u6790<\/strong><br \/>\n\u6a21\u62df\u7528\u6237\u4e92\u52a8\uff0c\u751f\u6210\u5173\u6ce8\u7f51\u7edc\uff0c\u5e2e\u52a9\u7814\u7a76\u5f71\u54cd\u529b\u4f20\u64ad\u3002<\/li>\n<li><strong>\u7535\u5546\u63a8\u8350\u7814\u7a76<\/strong><br \/>\n\u901a\u8fc7\u7528\u6237\u4e0e\u5546\u54c1\u7684\u4e92\u52a8\u56fe\uff0c\u4f18\u5316\u63a8\u8350\u7cfb\u7edf\u8bbe\u8ba1\u3002<\/li>\n<li><strong>\u5b66\u672f\u5f15\u7528\u7f51\u7edc<\/strong><br \/>\n\u751f\u6210\u8bba\u6587\u5f15\u7528\u56fe\uff0c\u5206\u6790\u7814\u7a76\u8d8b\u52bf\u548c\u5b66\u8005\u5173\u7cfb\u3002<\/li>\n<li><strong>\u793e\u4f1a\u5b66\u5b9e\u9a8c<\/strong><br \/>\n\u7528\u6a21\u62df\u6570\u636e\u7814\u7a76\u4eba\u7c7b\u884c\u4e3a\u6a21\u5f0f\uff0c\u63a2\u7d22\u7f51\u7edc\u6f14\u5316\u89c4\u5f8b\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>GraphAgent \u80fd\u751f\u6210\u591a\u5927\u7684\u56fe\uff1f<\/strong><br \/>\n\u652f\u630110\u4e07\u8282\u70b9\u62161000\u4e07\u8fb9\u7684\u5927\u89c4\u6a21\u56fe\uff0c\u901f\u5ea6\u5feb\u4e14\u53ef\u5e76\u884c\u52a0\u901f\u3002<\/li>\n<li><strong>\u9700\u8981\u4ed8\u8d39\u5417\uff1f<\/strong><br \/>\n\u6846\u67b6\u514d\u8d39\uff0c\u4f46\u8c03\u7528\u5927\u6a21\u578b\u53ef\u80fd\u9700\u8981 API \u8d39\u7528\uff08\u5982 OpenAI\uff09\u3002<\/li>\n<li><strong>\u4e2d\u6587\u6570\u636e\u53ef\u4ee5\u7528\u5417\uff1f<\/strong><br \/>\n\u53ef\u4ee5\uff0c\u53ea\u8981\u662f\u6587\u672c\u683c\u5f0f\uff0c\u4e2d\u6587\u548c\u82f1\u6587\u90fd\u652f\u6301\u3002<\/li>\n<li><strong>\u8fd0\u884c\u51fa\u9519\u600e\u4e48\u529e\uff1f<\/strong><br \/>\n\u68c0\u67e5 Python \u7248\u672c\u3001\u4f9d\u8d56\u5b89\u88c5\u548c API \u914d\u7f6e\uff0c\u6216\u5728 GitHub Issues \u6c42\u52a9\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>GraphAgent \u662f\u4e00\u4e2a\u5f00\u6e90\u6846\u67b6\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\uff0c\u7531 Ji-Cather 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