{"id":18884,"date":"2025-01-19T23:11:16","date_gmt":"2025-01-19T15:11:16","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=18884"},"modified":"2025-06-30T20:02:33","modified_gmt":"2025-06-30T12:02:33","slug":"omnithink","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/omnithink\/","title":{"rendered":"OmniThink\uff1a\u751f\u6210\u9ad8\u8d28\u91cf\u957f\u6587\u7684\u5199\u4f5c\u6846\u67b6\uff0c\u641c\u7d22\u5916\u90e8\u77e5\u8bc6\u540e\u53cd\u601d\u5e76\u9010\u6b65\u6784\u5efa\u77e5\u8bc6\u6811"},"content":{"rendered":"

OmniThink \u662f\u4e00\u4e2a\u521b\u65b0\u7684\u673a\u5668\u5199\u4f5c\u6846\u67b6\uff0c\u65e8\u5728\u901a\u8fc7\u6a21\u62df\u4eba\u7c7b\u8ba4\u77e5\u8fc7\u7a0b\u4e2d\u7684\u8fed\u4ee3\u6269\u5c55\u548c\u53cd\u601d\uff0c\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u957f\u7bc7\u6587\u7ae0\u3002\u8be5\u6846\u67b6\u4e13\u6ce8\u4e8e\u6269\u5c55\u77e5\u8bc6\u8fb9\u754c\uff0c\u751f\u6210\u7684\u4fe1\u606f\u4e30\u5bcc\u4e14\u5177\u6709\u6df1\u5ea6\u3002OmniThink \u901a\u8fc7\u6784\u5efa\u5927\u7eb2\u548c\u751f\u6210\u6587\u7ae0\uff0c\u63d0\u4f9b\u8fde\u8d2f\u4e14\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u9ad8\u8d28\u91cf\u5185\u5bb9\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u547d\u4ee4\u751f\u6210\u6587\u7ae0\uff0c\u5e76\u5728 ModelScope \u4e0a\u8fdb\u884c\u5728\u7ebf\u6f14\u793a\u3002OmniThink \u8fd8\u63d0\u4f9b\u4e86\u8be6\u7ec6\u7684\u4f9d\u8d56\u9879\u548c\u5b89\u88c5\u6307\u5357\uff0c\u65b9\u4fbf\u7528\u6237\u5feb\u901f\u4e0a\u624b\u4f7f\u7528\u3002<\/p>\n

OmniThink \u548c STORM<\/a> \u90fd\u4f7f\u7528\u4e86 RAG<\/a> \u6280\u672f\u4f5c\u4e3a\u57fa\u7840, \u901a\u8fc7\u68c0\u7d22\u5916\u90e8\u77e5\u8bc6\u6765\u589e\u5f3a\u751f\u6210\u5185\u5bb9\u7684\u8d28\u91cf\u3002STORM: \u4e3b\u8981\u901a\u8fc7\u89d2\u8272\u626e\u6f14(role-playing)\u548c\u95ee\u7b54\u5bf9\u8bdd\u6765\u83b7\u53d6\u4fe1\u606f, \u6a21\u62df\u4e0d\u540c\u89c6\u89d2\u7684\u5199\u4f5c\u8005\u63d0\u95ee\u3002OmniThink: \u5f15\u5165\u4e86”\u53cd\u601d-\u62d3\u5c55”(Reflection-Expansion)\u673a\u5236, \u901a\u8fc7\u8fed\u4ee3\u5f0f\u601d\u8003\u548c\u77e5\u8bc6\u6811\u6784\u5efa\u6765\u83b7\u53d6\u4fe1\u606f\u3002<\/p><\/blockquote>\n

\"OmniThink\uff1a\u6269\u5c55\u77e5\u8bc6\u8fb9\u754c\uff0c\u751f\u6210\u9ad8\u8d28\u91cf\u957f\u6587\u7684\u5199\u4f5c\u6846\u67b6-1\"

\u6f14\u793a\u5730\u5740\uff1ahttps:\/\/www.modelscope.cn\/studios\/iic\/OmniThink<\/p><\/div>\n

 <\/p>\n

\"OmniThink\uff1a\u6269\u5c55\u77e5\u8bc6\u8fb9\u754c\uff0c\u751f\u6210\u9ad8\u8d28\u91cf\u957f\u6587\u7684\u5199\u4f5c\u6846\u67b6-1\"<\/p>\n

 <\/p>\n

\u529f\u80fd\u5217\u8868<\/h2>\n
    \n
  • \u8fed\u4ee3\u6269\u5c55\u548c\u53cd\u601d<\/strong>\uff1a\u6a21\u62df\u4eba\u7c7b\u8ba4\u77e5\u884c\u4e3a\uff0c\u6df1\u5165\u7406\u89e3\u590d\u6742\u4e3b\u9898\u3002<\/li>\n
  • \u77e5\u8bc6\u5bc6\u5ea6\u589e\u5f3a<\/strong>\uff1a\u4e13\u6ce8\u4e8e\u6269\u5c55\u77e5\u8bc6\u8fb9\u754c\uff0c\u751f\u6210\u4fe1\u606f\u4e30\u5bcc\u7684\u6587\u7ae0\u3002<\/li>\n
  • \u7efc\u5408\u6587\u7ae0\u751f\u6210<\/strong>\uff1a\u6784\u5efa\u5927\u7eb2\u5e76\u751f\u6210\u8fde\u8d2f\u4e14\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u9ad8\u8d28\u91cf\u5185\u5bb9\u3002<\/li>\n
  • \u5728\u7ebf\u6f14\u793a<\/strong>\uff1a\u5728 ModelScope \u4e0a\u63d0\u4f9b\u5728\u7ebf\u6f14\u793a\uff0c\u65b9\u4fbf\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n
  • \u8be6\u7ec6\u4f9d\u8d56\u9879\u548c\u5b89\u88c5\u6307\u5357<\/strong>\uff1a\u63d0\u4f9b\u8be6\u7ec6\u7684\u4f9d\u8d56\u9879\u548c\u5b89\u88c5\u6b65\u9aa4\uff0c\u65b9\u4fbf\u7528\u6237\u5feb\u901f\u4e0a\u624b\u3002<\/li>\n<\/ul>\n

     <\/p>\n

    \u4f7f\u7528\u5e2e\u52a9<\/h2>\n

    \u5b89\u88c5\u6d41\u7a0b<\/h3>\n
      \n
    1. \u521b\u5efa\u865a\u62df\u73af\u5883\uff1a<\/li>\n<\/ol>\n
         conda create -n OmniThink python=3.11\r\n<\/code><\/pre>\n
        \n
      1. \u514b\u9686\u9879\u76ee\u4ed3\u5e93\uff1a<\/li>\n<\/ol>\n
           git clone https:\/\/github.com\/zjunlp\/OmniThink.git\r\ncd OmniThink\r\n<\/code><\/pre>\n
          \n
        1. \u5b89\u88c5\u4f9d\u8d56\u9879\uff1a<\/li>\n<\/ol>\n
             pip install -r requirements.txt\r\n<\/code><\/pre>\n
            \n
          1. \u914d\u7f6e\u73af\u5883\u53d8\u91cf\uff1a<\/li>\n<\/ol>\n
               export OPENAI_API_KEY=\u4f60\u7684API_KEY\r\nexport SEARCHKEY=\u4f60\u7684\u641c\u7d22KEY\r\n<\/code><\/pre>\n
              \n
            1. \u8fd0\u884c\u751f\u6210\u547d\u4ee4\uff1a<\/li>\n<\/ol>\n
                 sh run.sh\r\n<\/code><\/pre>\n
              \u4f7f\u7528\u6307\u5357<\/h3>\n
                \n
              1. \u8fed\u4ee3\u6269\u5c55\u548c\u53cd\u601d<\/strong>\uff1aOmniThink \u901a\u8fc7\u6a21\u62df\u4eba\u7c7b\u7684\u8ba4\u77e5\u884c\u4e3a\uff0c\u8fdb\u884c\u8fed\u4ee3\u6269\u5c55\u548c\u53cd\u601d\uff0c\u6df1\u5165\u7406\u89e3\u590d\u6742\u4e3b\u9898\u3002\u7528\u6237\u53ea\u9700\u63d0\u4f9b\u4e3b\u9898\uff0cOmniThink \u4f1a\u81ea\u52a8\u751f\u6210\u76f8\u5173\u7684\u957f\u7bc7\u6587\u7ae0\u3002<\/li>\n
              2. \u77e5\u8bc6\u5bc6\u5ea6\u589e\u5f3a<\/strong>\uff1aOmniThink \u4e13\u6ce8\u4e8e\u6269\u5c55\u77e5\u8bc6\u8fb9\u754c\uff0c\u751f\u6210\u7684\u4fe1\u606f\u4e30\u5bcc\u4e14\u5177\u6709\u6df1\u5ea6\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u547d\u4ee4\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u957f\u7bc7\u6587\u7ae0\u3002<\/li>\n
              3. \u7efc\u5408\u6587\u7ae0\u751f\u6210<\/strong>\uff1aOmniThink \u80fd\u591f\u6784\u5efa\u5927\u7eb2\u5e76\u751f\u6210\u8fde\u8d2f\u4e14\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u9ad8\u8d28\u91cf\u5185\u5bb9\u3002\u7528\u6237\u53ea\u9700\u63d0\u4f9b\u4e3b\u9898\uff0cOmniThink \u4f1a\u81ea\u52a8\u751f\u6210\u76f8\u5173\u7684\u957f\u7bc7\u6587\u7ae0\u3002<\/li>\n
              4. \u5728\u7ebf\u6f14\u793a<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u5728 ModelScope \u4e0a\u8fdb\u884c\u5728\u7ebf\u6f14\u793a\uff0c\u4f53\u9a8c OmniThink \u7684\u5f3a\u5927\u529f\u80fd\u3002<\/li>\n
              5. \u8be6\u7ec6\u4f9d\u8d56\u9879\u548c\u5b89\u88c5\u6307\u5357<\/strong>\uff1aOmniThink \u63d0\u4f9b\u4e86\u8be6\u7ec6\u7684\u4f9d\u8d56\u9879\u548c\u5b89\u88c5\u6b65\u9aa4\uff0c\u65b9\u4fbf\u7528\u6237\u5feb\u901f\u4e0a\u624b\u4f7f\u7528\u3002<\/li>\n<\/ol>\n
                \u8be6\u7ec6\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n
                  \n
                1. \u521b\u5efa\u865a\u62df\u73af\u5883<\/strong>\uff1a\u9996\u5148\uff0c\u7528\u6237\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u865a\u62df\u73af\u5883\uff0c\u4ee5\u786e\u4fdd\u9879\u76ee\u4f9d\u8d56\u9879\u7684\u72ec\u7acb\u6027\u3002\u4f7f\u7528 conda create -n OmniThink python=3.11<\/code> \u547d\u4ee4\u521b\u5efa\u865a\u62df\u73af\u5883\u3002<\/li>\n
                2. \u514b\u9686\u9879\u76ee\u4ed3\u5e93<\/strong>\uff1a\u4f7f\u7528 git clone https:\/\/github.com\/zjunlp\/OmniThink.git<\/code> \u547d\u4ee4\u514b\u9686\u9879\u76ee\u4ed3\u5e93\uff0c\u5e76\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\u3002<\/li>\n
                3. \u5b89\u88c5\u4f9d\u8d56\u9879<\/strong>\uff1a\u4f7f\u7528 pip install -r requirements.txt<\/code> \u547d\u4ee4\u5b89\u88c5\u9879\u76ee\u6240\u9700\u7684\u6240\u6709\u4f9d\u8d56\u9879\u3002<\/li>\n
                4. \u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/strong>\uff1a\u7528\u6237\u9700\u8981\u914d\u7f6e OPENAI API KEY \u548c SEARCH KEY \u4f5c\u4e3a\u73af\u5883\u53d8\u91cf\u3002\u4f7f\u7528 export OPENAI_API_KEY=\u4f60\u7684API_KEY<\/code> \u548c export SEARCHKEY=\u4f60\u7684\u641c\u7d22KEY<\/code> \u547d\u4ee4\u8fdb\u884c\u914d\u7f6e\u3002<\/li>\n
                5. \u8fd0\u884c\u751f\u6210\u547d\u4ee4<\/strong>\uff1a\u4f7f\u7528 sh run.sh<\/code> \u547d\u4ee4\u8fd0\u884c\u751f\u6210\u811a\u672c\uff0cOmniThink \u4f1a\u81ea\u52a8\u751f\u6210\u6587\u7ae0\u3001\u5927\u7eb2\u548c\u601d\u7ef4\u5bfc\u56fe\uff0c\u5e76\u4fdd\u5b58\u5728 .\/results\/<\/code> \u76ee\u5f55\u4e2d\u3002<\/li>\n<\/ol>\n
                  \u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u7528\u6237\u53ef\u4ee5\u5feb\u901f\u4e0a\u624b\u4f7f\u7528 OmniThink\uff0c\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u957f\u7bc7\u6587\u7ae0\uff0c\u4f53\u9a8c\u5176\u5f3a\u5927\u7684\u77e5\u8bc6\u6269\u5c55\u548c\u751f\u6210\u80fd\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
                  OmniThink \u662f\u4e00\u4e2a\u521b\u65b0\u7684\u673a\u5668\u5199\u4f5c\u6846\u67b6\uff0c\u65e8\u5728\u901a\u8fc7\u6a21\u62df\u4eba\u7c7b\u8ba4\u77e5\u8fc7\u7a0b\u4e2d\u7684\u8fed\u4ee3\u6269\u5c55\u548c\u53cd\u601d\uff0c\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u957f\u7bc7\u6587\u7ae0\u3002\u8be5\u6846\u67b6\u4e13\u6ce8\u4e8e\u6269\u5c55\u77e5\u8bc6\u8fb9\u754c\uff0c\u751f\u6210\u7684\u4fe1\u606f\u4e30\u5bcc\u4e14\u5177\u6709\u6df1\u5ea6\u3002OmniThink \u901a\u8fc7\u6784\u5efa\u5927\u7eb2\u548c\u751f\u6210\u6587\u7ae0\uff0c\u63d0\u4f9b\u8fde\u8d2f\u4e14\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u9ad8\u8d28\u91cf\u5185\u5bb9…<\/p>\n","protected":false},"author":1,"featured_media":61682,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[214,230],"class_list":["post-18884","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aixiezuo","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/18884","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=18884"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/18884\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/61682"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=18884"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=18884"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=18884"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}