{"id":28525,"date":"2025-03-13T19:09:08","date_gmt":"2025-03-13T11:09:08","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=28525"},"modified":"2025-03-13T19:09:08","modified_gmt":"2025-03-13T11:09:08","slug":"scitoolagent","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/scitoolagent\/","title":{"rendered":"SciToolAgent\uff1a\u6574\u5408500+\u79d1\u7814\u5de5\u5177\uff0c\u81ea\u52a8\u5316\u7814\u7a76\u79d1\u7814\u4efb\u52a1\u7684\u667a\u80fd\u4f53"},"content":{"rendered":"<p>SciToolAgent \u662f\u7531\u676d\u5dde\u6d59\u6c5f\u5927\u5b66\u521b\u65b0\u4e2d\u5fc3\uff08HICAI-ZJU\uff09\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u5de5\u5177\u5e73\u53f0\u3002\u5b83\u901a\u8fc7\u77e5\u8bc6\u56fe\u8c31\uff08SciToolKG\uff09\u548c\u5927\u8bed\u8a00\u6a21\u578b\u6280\u672f\uff0c\u6574\u5408\u8d85\u8fc7500\u79cd\u79d1\u5b66\u5de5\u5177\uff0c\u5e2e\u52a9\u79d1\u7814\u4eba\u5458\u5904\u7406\u751f\u7269\u3001\u5316\u5b66\u3001\u6750\u6599\u79d1\u5b66\u7b49\u9886\u57df\u7684\u95ee\u9898\u3002\u8fd9\u4e2a\u5de5\u5177\u7684\u4e3b\u8981\u7528\u9014\u662f\u81ea\u52a8\u5316\u5b8c\u6210\u79d1\u7814\u4efb\u52a1\uff0c\u6bd4\u5982\u6570\u636e\u5904\u7406\u3001\u5206\u5b50\u5efa\u6a21\u6216\u6587\u732e\u5206\u6790\uff0c\u6700\u7ec8\u751f\u6210\u5177\u4f53\u6210\u679c\uff0c\u5982\u5206\u6790\u56fe\u8868\u3001\u8ba1\u7b97\u7ed3\u679c\u6216\u603b\u7ed3\u62a5\u544a\u3002\u5e73\u53f0\u514d\u8d39\u6258\u7ba1\u5728 GitHub \u4e0a\uff0c\u7528\u6237\u53ef\u4ee5\u672c\u5730\u90e8\u7f72\u6216\u901a\u8fc7\u5728\u7ebf\u670d\u52a1\u4f53\u9a8c\uff0c\u7279\u522b\u9002\u5408\u9700\u8981\u5feb\u901f\u4ea7\u51fa\u6210\u679c\u7684\u79d1\u7814\u56e2\u961f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-28526\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/3e77e494d4847c1.jpg\" alt=\"\" width=\"1468\" height=\"970\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/3e77e494d4847c1.jpg 1468w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/3e77e494d4847c1-768x507.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/3e77e494d4847c1-18x12.jpg 18w\" sizes=\"auto, (max-width: 1468px) 100vw, 1468px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u5de5\u5177\u6574\u5408<\/strong>\uff1a\u8fde\u63a5500\u591a\u79cd\u5de5\u5177\uff0c\u5904\u7406\u6570\u636e\u3001\u5efa\u6a21\u6216\u8ba1\u7b97\u4efb\u52a1\u3002<\/li>\n<li><strong>\u77e5\u8bc6\u56fe\u8c31\u63a8\u8350<\/strong>\uff1a\u6839\u636e\u4efb\u52a1\u9700\u6c42\uff0c\u63a8\u8350\u5408\u9002\u7684\u5de5\u5177\u7ec4\u5408\u3002<\/li>\n<li><strong>\u4efb\u52a1\u81ea\u52a8\u5316<\/strong>\uff1a\u81ea\u52a8\u89c4\u5212\u5e76\u6267\u884c\u79d1\u7814\u6d41\u7a0b\uff0c\u8282\u7701\u65f6\u95f4\u3002<\/li>\n<li><strong>\u6210\u679c\u751f\u6210<\/strong>\uff1a\u8f93\u51fa\u56fe\u8868\u3001\u62a5\u544a\u6216\u8ba1\u7b97\u7ed3\u679c\u7b49\u5177\u4f53\u6210\u679c\u3002<\/li>\n<li><strong>\u5b89\u5168\u76d1\u63a7<\/strong>\uff1a\u786e\u4fdd\u5de5\u5177\u8fd0\u884c\u5b89\u5168\uff0c\u907f\u514d\u9519\u8bef\u7ed3\u679c\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u6269\u5c55<\/strong>\uff1a\u652f\u6301\u6dfb\u52a0\u65b0\u5de5\u5177\uff0c\u4ea7\u51fa\u4e2a\u6027\u5316\u6210\u679c\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>SciToolAgent \u9700\u8981\u672c\u5730\u5b89\u88c5\u624d\u80fd\u5b8c\u6574\u4f7f\u7528\u3002\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<h4>1. \u4e0b\u8f7d\u6e90\u7801<\/h4>\n<ul>\n<li>\u5728\u7ec8\u7aef\u8f93\u5165\uff1a<\/li>\n<\/ul>\n<pre><code>git clone https:\/\/github.com\/HICAI-ZJU\/SciToolAgent.git\r\ncd SciToolAgent\r\n<\/code><\/pre>\n<h4>2. \u521b\u5efa\u865a\u62df\u73af\u5883<\/h4>\n<ul>\n<li>\u521b\u5efa\u5e76\u6fc0\u6d3b\u73af\u5883\uff1a<\/li>\n<\/ul>\n<pre><code>conda create -n SciToolAgent python=3.10\r\nconda activate SciToolAgent\r\n<\/code><\/pre>\n<h4>3. \u5b89\u88c5\u4f9d\u8d56<\/h4>\n<ul>\n<li>\u5b89\u88c5\u5b8c\u6574\u4f9d\u8d56\uff1a<\/li>\n<\/ul>\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<ul>\n<li>\u6216\u5b89\u88c5\u7cbe\u7b80\u7248\uff1a<\/li>\n<\/ul>\n<pre><code>pip install -r requirement_agent.txt\r\n<\/code><\/pre>\n<h4>4. \u914d\u7f6e\u73af\u5883<\/h4>\n<ul>\n<li>\u590d\u5236\u5e76\u7f16\u8f91\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\uff1a<\/li>\n<\/ul>\n<pre><code>OPENAI_API_BASE = your_api_base\r\nOPENAI_API_KEY = your_api_key\r\n<\/code><\/pre>\n<h4>5. \u542f\u52a8\u670d\u52a1<\/h4>\n<ul>\n<li>\u8fdb\u5165\u00a0<code>tools<\/code>\u00a0\u76ee\u5f55\uff0c\u8fd0\u884c\uff1a<\/li>\n<\/ul>\n<pre><code>cd tools\r\nbash run.sh\r\n<\/code><\/pre>\n<h3>\u5982\u4f55\u4f7f\u7528<\/h3>\n<p>SciToolAgent \u53ef\u4ee5\u901a\u8fc7\u672c\u5730\u8fd0\u884c\u6216\u5728\u7ebf\u4f53\u9a8c\u4e24\u79cd\u65b9\u5f0f\u8f93\u51fa\u6210\u679c\u3002<\/p>\n<h4>\u672c\u5730\u8fd0\u884c<\/h4>\n<ul>\n<li><strong>\u542f\u52a8\u670d\u52a1<\/strong>\uff1a\u8fd0\u884c\u00a0<code>bash run.sh<\/code>\u00a0\u540e\uff0c\u670d\u52a1\u5728\u672c\u5730\u5f85\u547d\u3002<\/li>\n<li><strong>\u6267\u884c\u4efb\u52a1<\/strong>\uff1a\u8fdb\u5165\u00a0<code>test<\/code>\u00a0\u76ee\u5f55\uff0c\u8fd0\u884c\u6d4b\u8bd5\u811a\u672c\uff1a<\/li>\n<\/ul>\n<pre><code>cd ..\/test\r\nPYTHONPATH=. python test_run_SciToolAgent.py\r\n<\/code><\/pre>\n<ul>\n<li><strong>\u67e5\u770b\u6210\u679c<\/strong>\uff1a\u4efb\u52a1\u5b8c\u6210\u540e\uff0c\u7ed3\u679c\u4fdd\u5b58\u5728\u00a0<code>tools\/TempFiles<\/code>\uff0c\u5982\u56fe\u8868\u6216\u62a5\u544a\u3002<\/li>\n<li><strong>\u8fd0\u884c\u6848\u4f8b<\/strong>\uff1a\u6839\u76ee\u5f55\u00a0<code>Cases.ipynb<\/code>\u00a0\u63d0\u4f9b\u56db\u4e2a\u793a\u4f8b\uff0c\u53ef\u76f4\u63a5\u8fd0\u884c\u67e5\u770b\u8f93\u51fa\u3002<\/li>\n<\/ul>\n<h4>\u5728\u7ebf\u4f53\u9a8c<\/h4>\n<ul>\n<li>\u8bbf\u95ee\u5728\u7ebf\u670d\u52a1\uff1a<br \/>\nhttp:\/\/scitoolagent.scimind.ai:8080\/<\/li>\n<li>\u8f93\u5165\u4efb\u52a1\uff08\u5982\u201c\u5206\u6790\u5206\u5b50\u6570\u636e\u201d\uff09\uff0c\u63d0\u4ea4\u540e\u51e0\u79d2\u5185\u8fd4\u56de\u7b80\u5355\u6210\u679c\u3002<\/li>\n<li>\u5728\u7ebf\u7248\u9002\u5408\u5feb\u901f\u6d4b\u8bd5\uff0c\u590d\u6742\u6210\u679c\u9700\u672c\u5730\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<h4>1. \u6570\u636e\u5206\u6790\u5e76\u8f93\u51fa\u56fe\u8868<\/h4>\n<ul>\n<li><strong>\u7528\u9014<\/strong>\uff1a\u5904\u7406\u6570\u636e\u5e76\u751f\u6210\u53ef\u89c6\u5316\u6210\u679c\u3002<\/li>\n<li><strong>\u6b65\u9aa4<\/strong>\uff1a<\/li>\n<\/ul>\n<ol>\n<li>\u5c06\u6570\u636e\u6587\u4ef6\uff08\u5982\u00a0<code>.csv<\/code>\uff09\u653e\u5165\u00a0<code>tools\/DataFiles<\/code>\u3002<\/li>\n<li>\u8fd0\u884c\u547d\u4ee4\uff1a<\/li>\n<\/ol>\n<pre><code>python scripts\/run_agent.py --input \"tools\/DataFiles\/sample.csv\" --task \"\u6570\u636e\u5206\u6790\u5e76\u53ef\u89c6\u5316\"\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u68c0\u67e5\u00a0<code>tools\/TempFiles<\/code>\uff0c\u83b7\u53d6\u751f\u6210\u7684\u56fe\u8868\u548c\u5206\u6790\u7ed3\u679c\u3002<\/li>\n<\/ol>\n<h4>2. \u5206\u5b50\u5efa\u6a21\u751f\u6210\u8ba1\u7b97\u7ed3\u679c<\/h4>\n<ul>\n<li><strong>\u7528\u9014<\/strong>\uff1a\u5206\u6790\u5206\u5b50\u7ed3\u6784\u5e76\u8f93\u51fa\u8ba1\u7b97\u6570\u636e\u3002<\/li>\n<li><strong>\u6b65\u9aa4<\/strong>\uff1a<\/li>\n<\/ul>\n<ol>\n<li>\u51c6\u5907\u5206\u5b50\u6587\u4ef6\uff08\u5982\u00a0<code>.cif<\/code>\uff09\uff0c\u653e\u5165\u00a0<code>tools\/DataFiles<\/code>\u3002<\/li>\n<li>\u8c03\u7528\u5de5\u5177\uff1a<\/li>\n<\/ol>\n<pre><code>from tools.ToolsFuns import molecular_analysis\r\nresult = molecular_analysis(\"tools\/DataFiles\/input_file.cif\")\r\nprint(result)\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u8f93\u51fa\u7ed3\u679c\u4e3a\u5206\u5b50\u53c2\u6570\u6216\u6a21\u578b\u6570\u636e\uff0c\u4fdd\u5b58\u5728\u6307\u5b9a\u8def\u5f84\u3002<\/li>\n<\/ol>\n<h4>3. \u81ea\u52a8\u5316\u751f\u6210\u79d1\u5b66\u62a5\u544a<\/h4>\n<ul>\n<li><strong>\u7528\u9014<\/strong>\uff1a\u6574\u5408\u591a\u5de5\u5177\u8f93\u51fa\u5b8c\u6574\u62a5\u544a\u3002<\/li>\n<li><strong>\u6b65\u9aa4<\/strong>\uff1a<\/li>\n<\/ul>\n<ol>\n<li>\u8f93\u5165\u4efb\u52a1\u63cf\u8ff0\u548c\u6570\u636e\u6587\u4ef6\uff1a\n<pre><code>python scripts\/run_agent.py --input \"tools\/DataFiles\/sample.pdf\" --task \"\u5206\u6790\u6587\u732e\u5e76\u751f\u6210\u62a5\u544a\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u7cfb\u7edf\u81ea\u52a8\u8c03\u7528\u5de5\u5177\uff0c\u5904\u7406\u6587\u732e\u5e76\u751f\u6210\u603b\u7ed3\u3002<\/li>\n<li>\u62a5\u544a\u4fdd\u5b58\u5728\u00a0<code>tools\/TempFiles<\/code>\uff0c\u683c\u5f0f\u4e3a\u6587\u672c\u6216PDF\u3002<\/li>\n<\/ol>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u672c\u5730\u8fd0\u884c\u970016GB\u5185\u5b58\u548c\u7a33\u5b9a\u7f51\u7edc\uff0c\u786e\u4fdd\u590d\u6742\u4efb\u52a1\u987a\u5229\u5b8c\u6210\u3002<\/li>\n<li>\u5728\u7ebf\u7248\u9002\u5408\u7b80\u5355\u6210\u679c\uff0c\u6570\u636e\u91cf\u5927\u65f6\u5efa\u8bae\u672c\u5730\u90e8\u7f72\u3002<\/li>\n<li>\u5b9a\u671f\u6e05\u7406\u00a0<code>tools\/TempFiles<\/code>\uff0c\u907f\u514d\u5360\u7528\u8fc7\u591a\u7a7a\u95f4\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>SciToolAgent \u662f\u7531\u676d\u5dde\u6d59\u6c5f\u5927\u5b66\u521b\u65b0\u4e2d\u5fc3\uff08HICAI-ZJU\uff09\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u5de5\u5177\u5e73\u53f0\u3002\u5b83\u901a\u8fc7\u77e5\u8bc6\u56fe\u8c31\uff08SciToolKG\uff09\u548c\u5927\u8bed\u8a00\u6a21\u578b\u6280\u672f\uff0c\u6574\u5408\u8d85\u8fc7500\u79cd\u79d1\u5b66\u5de5\u5177\uff0c\u5e2e\u52a9\u79d1\u7814\u4eba\u5458\u5904\u7406\u751f\u7269\u3001\u5316\u5b66\u3001\u6750\u6599\u79d1\u5b66\u7b49\u9886\u57df\u7684\u95ee\u9898\u3002\u8fd9\u4e2a\u5de5\u5177\u7684\u4e3b\u8981&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62031,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,204,386],"class_list":["post-28525","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aijiaoyugongju","tag-zhinengtiyingyong"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/28525","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=28525"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/28525\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/62031"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=28525"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=28525"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=28525"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}