{"id":30018,"date":"2025-04-07T14:55:46","date_gmt":"2025-04-07T06:55:46","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=30018"},"modified":"2025-04-07T14:55:46","modified_gmt":"2025-04-07T06:55:46","slug":"zhinengtiqudongdeban","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/zhinengtiqudongdeban\/","title":{"rendered":"\u667a\u80fd\u4f53\u9a71\u52a8\u7684\u641c\u7d22\u63a8\u7406\u5f15\u64ce\uff0cSimpleQA\u8fbe88.3%\u51c6\u786e\u7387"},"content":{"rendered":"

\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\uff0c\u641c\u7d22\u5f15\u64ce\u7684\u667a\u80fd\u5316\u53d1\u5c55\u4e00\u76f4\u662f\u5907\u53d7\u77a9\u76ee\u7684\u7126\u70b9\u3002\u8fd1\u671f\uff0c\u7531Salaheddin Alzubi\u3001Creston Brooks\u3001Purva Chiniya\u3001Edoardo Contente\u3001Chiara von Gerlach\u3001Lucas Irwin\u3001Yihan Jiang\u3001Arda Kaz\u3001Windsor Nguyen\u3001Sewoong Oh\u3001Himanshu Tyagi\u548cPramod Viswanath\u7b49\u7814\u7a76\u4eba\u5458\u7ec4\u6210\u7684\u56e2\u961f\u63a8\u51fa\u4e86\u4e00\u6b3e\u540d\u4e3aOpen Deep Search\uff08ODS\uff09\u7684\u5f00\u6e90\u641c\u7d22\u5f15\u64ce\u6846\u67b6<\/a>\uff0c\u65e8\u5728\u7f29\u5c0f\u95ed\u6e90AI\u641c\u7d22\u5f15\u64ce\u4e0e\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u4e4b\u95f4\u7684\u5dee\u8ddd\u3002<\/p>\n

 <\/p>\n

\u521b\u65b0\u6838\u5fc3\uff1aOpen Search Tool\u4e0eOpen Reasoning Agent<\/h3>\n

ODS\u7684\u521b\u65b0\u4e4b\u5904\u5728\u4e8e\u5176\u7ed3\u5408\u4e86\u6700\u65b0\u7684\u5f00\u6e90\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4e0e\u63a8\u7406\u667a\u80fd\u4f53\uff0c\u4f7f\u5176\u80fd\u591f\u5229\u7528\u7f51\u7edc\u641c\u7d22\u5de5\u5177\u6765\u56de\u7b54\u7528\u6237\u67e5\u8be2\u3002\u8be5\u6846\u67b6\u4e3b\u8981\u7531\u4e24\u4e2a\u7ec4\u4ef6\u6784\u6210\uff1aOpen Search Tool\u548cOpen Reasoning Agent\u3002<\/p>\n

Open Search Tool<\/h4>\n

Open Search Tool\u662f\u4e00\u6b3e\u5148\u8fdb\u7684\u7f51\u7edc\u641c\u7d22\u5de5\u5177\uff0c\u5176\u6027\u80fd\u8d85\u8d8a\u4e86\u73b0\u6709\u7684\u95ed\u6e90\u641c\u7d22\u5f15\u64ce\u3002\u8be5\u5de5\u5177\u4e0d\u4ec5\u80fd\u591f\u5bf9\u7528\u6237\u67e5\u8be2\u8fdb\u884c\u5fc5\u8981\u7684\u6539\u5199\uff0c\u8fd8\u80fd\u4ece\u641c\u7d22\u7ed3\u679c\u4e2d\u63d0\u53d6\u76f8\u5173\u4e0a\u4e0b\u6587\uff0c\u5e76\u8fdb\u884c\u5206\u5757\u548c\u91cd\u65b0\u6392\u5e8f\uff0c\u4ee5\u786e\u4fdd\u6240\u6709\u76f8\u5173\u641c\u7d22\u7ed3\u679c\u90fd\u88ab\u5305\u542b\u5728\u5185\u3002\u6b64\u5916\uff0cOpen Search Tool\u8fd8\u9488\u5bf9\u7ef4\u57fa\u767e\u79d1\u3001ArXiv\u548cPubMed\u7b49\u4e3b\u8981\u7f51\u7ad9\u8fdb\u884c\u4e86\u5b9a\u5236\u5316\u5904\u7406\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u641c\u7d22\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u5168\u9762\u6027\u3002<\/p>\n

\"\u5f00\u6e90\u641c\u7d22\u5f15\u64ce\u521b\u65b0\uff0cFRAMES\u8d85\u8d8aGPT-4o<\/p>\n

\u56fe1\uff1a\u7528\u6237\u53ef\u4ee5\u9009\u62e9\u63d2\u5165\u4efb\u4f55\u4ed6\u4eec\u9009\u62e9\u7684\u57fa\u7840LLM\uff0c\u5e76\u5229\u7528Open Deep Search\uff08ODS\uff09\u7684\u5f00\u6e90\u6846\u67b6\u7684\u4f18\u52bf\u3002ODS\u7531\u4e24\u4e2a\u7ec4\u4ef6\u7ec4\u6210\uff1aOpen Search Tool\u548cOpen Reasoning Agent\u3002\u67e5\u8be2\u9996\u5148\u88ab\u8f93\u5165\u5230Open Reasoning Agent\u4e2d\uff0c\u8be5\u667a\u80fd\u4f53\u534f\u8c03\u4e00\u7ec4\u53ef\u7528\u7684\u5de5\u5177\u6765\u89e3\u91ca\u548c\u56de\u7b54\u67e5\u8be2\u3002\u6700\u91cd\u8981\u7684\u5de5\u5177\u662fOpen Search Tool\uff0c\u5b83\u4ece\u7f51\u7edc\u4e0a\u7684\u591a\u4e2a\u68c0\u7d22\u6e90\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u4e0a\u4e0b\u6587\u3002\u5728\u6211\u4eec\u7684\u5b9e\u9a8c\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528Llama3.1-70B\u548cDeepSeek-R1\u4f5c\u4e3a\u57fa\u7840\u6a21\u578b\u3002<\/em><\/p>\n

Open Reasoning Agent<\/h4>\n

Open Reasoning Agent\u662fODS\u7684\u53e6\u4e00\u4e2a\u5173\u952e\u7ec4\u4ef6\uff0c\u8d1f\u8d23\u89e3\u91ca\u7528\u6237\u4efb\u52a1\u5e76\u901a\u8fc7\u8c03\u7528\u5404\u79cd\u5de5\u5177\u6765\u5b8c\u6210\u67e5\u8be2\u3002\u8be5\u667a\u80fd\u4f53\u63d0\u4f9b\u4e86\u4e24\u79cd\u7248\u672c\uff1a\u57fa\u4e8eReAct\u7684\u7248\u672c\uff08ODS-v1\uff09\u548c\u57fa\u4e8eCodeAct\u7684\u7248\u672c\uff08ODS-v2\uff09\u3002<\/p>\n

    \n
  • ODS-v1<\/strong>\uff1a\u91c7\u7528ReAct\u6846\u67b6\uff0c\u7ed3\u5408\u4e86Chain-of-Thought\uff08CoT\uff09\u63a8\u7406\u548cReAct\u667a\u80fd\u4f53\u3002CoT\u901a\u8fc7\u9f13\u52b1\u6a21\u578b\u5728\u56de\u7b54\u95ee\u9898\u524d\u8fdb\u884c\u601d\u8003\u6765\u63d0\u5347\u63a8\u7406\u80fd\u529b\uff0c\u800cReAct\u5219\u901a\u8fc7\u5c06\u63a8\u7406\u6b65\u9aa4\u4e0e\u52a8\u4f5c\u6267\u884c\u76f8\u7ed3\u5408\uff0c\u8fdb\u4e00\u6b65\u589e\u5f3a\u4e86\u4efb\u52a1\u5b8c\u6210\u548c\u51b3\u7b56\u80fd\u529b\u3002ODS-v1\u8fd8\u96c6\u6210\u4e86Wolfram Alpha API\uff0c\u7528\u4e8e\u5904\u7406\u590d\u6742\u7684\u6570\u5b66\u8ba1\u7b97\u3002\n

    \"\u5f00\u6e90\u641c\u7d22\u5f15\u64ce\u521b\u65b0\uff0cFRAMES\u8d85\u8d8aGPT-4o<\/p>\n

    \u56fe2\uff1a\u5728ODS-v1\u4e2d\u4f7f\u7528\u7684ReAct\u63d0\u793a\u7ed3\u6784\u793a\u610f\u56fe\u3002<\/em><\/p>\n

    ReAct\u6846\u67b6\u901a\u8fc7\u4e00\u4e2a\u6807\u51c6\u5316\u7684\u63a5\u53e3\u5b9e\u73b0\u5de5\u5177\u96c6\u6210\uff1a<\/p>\n

    Thought: [\u63a8\u7406\u8ddf\u8e2a] Action: Tool[\u53c2\u6570] Observation: [\u7ed3\u679c]\r\n<\/code><\/pre>\n
    \u5728ODS-v1\u4e2d\uff0cReAct\u667a\u80fd\u4f53\u4f7f\u7528\u7531\u4e09\u4e2a\u52a8\u4f5c\u9009\u9879\u7ec4\u6210\u7684\u63d0\u793a\uff1a\u201c\u7ee7\u7eed\u601d\u8003\u201d\uff08=continue.think\uff09\u7528\u4e8e\u590d\u6742\u95ee\u9898\u7684\u5206\u89e3\uff0c\u201c\u641c\u7d22\u201d\uff08=search internet\uff09\u5229\u7528OpenPerplex\u67e5\u627e\u4e8b\u5b9e\u4fe1\u606f\uff0c\u201c\u8ba1\u7b97\u201d\uff08=calculate\uff09\u8fde\u63a5Wolfram Alpha API\u5904\u7406\u57fa\u7840\u6a21\u578b\u901a\u5e38\u96be\u4ee5\u5904\u7406\u7684\u6570\u503c\u8ba1\u7b97\u3002<\/li>\n
  • ODS-v2<\/strong>\uff1a\u91c7\u7528CodeAct\u6846\u67b6\uff0c\u5229\u7528\u4ee3\u7801\u751f\u6210\u548c\u6267\u884c\u6765\u589e\u5f3a\u63a8\u7406\u80fd\u529b\u3002CodeAct\u901a\u8fc7\u751f\u6210\u53ef\u6267\u884c\u7684Python\u4ee3\u7801\u6765\u8fdb\u884c\u5de5\u5177\u8c03\u7528\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6027\u80fd\u3002ODS-v2\u80fd\u591f\u5904\u7406\u66f4\u590d\u6742\u7684\u4efb\u52a1\uff0c\u5e76\u652f\u6301\u591a\u5de5\u5177\u548c\u667a\u80fd\u4f53\u7684\u534f\u540c\u5de5\u4f5c\u3002\n
    \"\u5f00\u6e90\u641c\u7d22\u5f15\u64ce\u521b\u65b0\uff0cFRAMES\u8d85\u8d8aGPT-4o<\/p>\n
    \u56fe3\uff1aCodeAct\u667a\u80fd\u4f53\u5728ODS-v2\u4e2d\u56de\u7b54\u591a\u8df3\u95ee\u9898\u3002<\/em><\/li>\n<\/ul>\n
     <\/p>\n
    \u6027\u80fd\u8868\u73b0\uff1a\u8d85\u8d8a\u95ed\u6e90\u89e3\u51b3\u65b9\u6848<\/h3>\n
    \u5728\u4e24\u4e2a\u6d41\u884c\u7684\u8bc4\u4f30\u57fa\u51c6\u6d4b\u8bd5\u2014\u2014SimpleQA\u548cFRAMES\u4e0a\uff0cODS\u5c55\u73b0\u51fa\u4e86\u5353\u8d8a\u7684\u6027\u80fd\u3002<\/p>\n
      \n
    • SimpleQA<\/strong>\uff1aODS-v1\u548cODS-v2\u5206\u522b\u8fbe\u5230\u4e8687.7%\u548c88.3%\u7684\u51c6\u786e\u7387\uff0c\u8d85\u8fc7\u4e86Perplexity\u7684\u9ed8\u8ba4\u641c\u7d22AI\uff0882.4%\uff09\u548cPerplexity Sonar Reasoning Pro\uff0885.8%\uff09\u3002\u4e0eOpenAI\u7684GPT-4o Search Preview\u76f8\u6bd4\uff0cODS-v2\u5728FRAMES\u4e0a\u7684\u8868\u73b0\u66f4\u80dc\u4e00\u7b79\uff0c\u800c\u5728SimpleQA\u4e0a\u7684\u8868\u73b0\u4e5f\u51e0\u4e4e\u4e0e\u5176\u6301\u5e73\u3002\n
      \"\u5f00\u6e90\u641c\u7d22\u5f15\u64ce\u521b\u65b0\uff0cFRAMES\u8d85\u8d8aGPT-4o<\/p>\n
      \u56fe4\uff1aODS-v1\u5229\u7528Open Search Tool\u68c0\u7d22\u5230\u7684\u9ad8\u8d28\u91cf\u4e0a\u4e0b\u6587\uff0c\u901a\u8fc7\u4ea4\u53c9\u68c0\u67e5\u591a\u4e2a\u6765\u6e90\u6765\u8bc6\u522b\u6b63\u786e\u7b54\u6848\u3002Perplexity Sonar Reasoning Pro\u672a\u80fd\u68c0\u7d22\u5230\u76f8\u5173\u641c\u7d22\u4fe1\u606f\u3002<\/em><\/p>\n
      \"\u5f00\u6e90\u641c\u7d22\u5f15\u64ce\u521b\u65b0\uff0cFRAMES\u8d85\u8d8aGPT-4o<\/p>\n
      \u56fe5\uff1aODS+DeepSeek-R1\u6b63\u786e\u533a\u5206\u4e867\u670821\u65e5\u548c7\u670820\u65e5\uff0c2022\u5e74\u4f5c\u4e3aKaitlin Armstrong\u5bf9Moriah Wilson\u8c0b\u6740\u6307\u63a7\u4e0d\u8ba4\u7f6a\u5e76\u88ab\u63d0\u5ba1\u7684\u65e5\u671f\u3002ODS\u667a\u80fd\u4f53\u4ea4\u53c9\u68c0\u67e5\u4e86\u4e24\u4e2a\u51b2\u7a81\u7684\u65e5\u671f\uff0c\u5e76\u6b63\u786e\u9009\u62e9\u4e867\u670821\u65e5\u3002\u76f8\u53cd\uff0cPerplexity Pro\u611f\u5230\u56f0\u60d1\uff0c\u5e76\u7ed9\u51fa\u4e86\u9519\u8bef\u7684\u7b54\u68487\u670820\u65e5\uff0c2022\u5e74\u3002<\/em><\/li>\n
    • FRAMES<\/strong>\uff1aODS-v1+DeepSeek-R1\u5728\u5355\u6b21\u7f51\u7edc\u641c\u7d22\u7684\u60c5\u51b5\u4e0b\u8fbe\u5230\u4e8656.7%\u7684\u51c6\u786e\u7387\uff0c\u800cODS-v2+DeepSeek-R1\u901a\u8fc7\u591a\u6b21\u641c\u7d22\u5c06\u51c6\u786e\u7387\u63d0\u5347\u81f375.3%\uff0c\u663e\u8457\u8d85\u8d8a\u4e86\u73b0\u6709\u7684\u6700\u4f73\u57fa\u7ebf\u3002\n
      \"\u5f00\u6e90\u641c\u7d22\u5f15\u64ce\u521b\u65b0\uff0cFRAMES\u8d85\u8d8aGPT-4o<\/p>\n
      \u56fe6\uff1aODS-v1+Llama3.1-70B\u4f7f\u7528Wolfram\u8ba1\u7b97\u5668\u5de5\u5177\u51c6\u786e\u8ba1\u7b97\u51fa\u5e74\u9f84\u5dee\u5f02\uff0c\u4ece\u800c\u5f97\u51fa\u6b63\u786e\u7684\u7b54\u684890\u3002\u76f8\u53cd\uff0cPerplexity\u8ffd\u6c42\u9519\u8bef\u7684\u63a8\u7406\u8def\u5f84\uff0c\u62a5\u544a\u4e8679\u5c81\u7684\u5e74\u9f84\u3002<\/em><\/li>\n<\/ul>\n
       <\/p>\n
      \u5f00\u653e\u6e90\u7801\uff1a\u63a8\u52a8\u793e\u533a\u521b\u65b0<\/h3>\n
      ODS\u7684\u53d1\u5e03\u4e0d\u4ec5\u5c55\u793a\u4e86\u5176\u5728\u641c\u7d22AI\u9886\u57df\u7684\u5f3a\u5927\u5b9e\u529b\uff0c\u8fd8\u4e3a\u5f00\u6e90\u793e\u533a\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177\u3002ODS\u7684\u5f00\u6e90\u5b9e\u73b0\u5df2\u7ecf\u516c\u5f00\uff0c\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u53ef\u4ee5\u8bbf\u95eehttps:\/\/github.com\/sentient-agi\/OpenDeepSearch\u6765\u83b7\u53d6\u76f8\u5173\u4ee3\u7801\uff0c\u5e76\u5728\u6b64\u57fa\u7840\u4e0a\u8fdb\u884c\u521b\u65b0\u548c\u4f18\u5316\u3002<\/p>\n
       <\/p>\n
      \u672a\u6765\u5c55\u671b\uff1a\u5f00\u6e90\u5f15\u9886\u641c\u7d22AI\u65b0\u65b9\u5411<\/h3>\n
      ODS\u7684\u51fa\u73b0\u6807\u5fd7\u7740\u5f00\u6e90\u641c\u7d22\u5f15\u64ce\u7684\u4e00\u4e2a\u91cd\u8981\u91cc\u7a0b\u7891\u3002\u901a\u8fc7\u7ed3\u5408\u5148\u8fdb\u7684\u63a8\u7406\u80fd\u529b\u548c\u9ad8\u8d28\u91cf\u7684\u7f51\u7edc\u641c\u7d22\u5de5\u5177\uff0cODS\u4e0d\u4ec5\u5728\u6027\u80fd\u4e0a\u8d85\u8d8a\u4e86\u73b0\u6709\u7684\u95ed\u6e90\u89e3\u51b3\u65b9\u6848\uff0c\u8fd8\u4e3a\u672a\u6765\u7684\u521b\u65b0\u548c\u53d1\u5c55\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u968f\u7740\u5f00\u6e90\u793e\u533a\u7684\u4e0d\u65ad\u58ee\u5927\u548c\u6280\u672f\u7684\u6301\u7eed\u8fdb\u6b65\uff0cODS\u6709\u671b\u5f15\u9886\u641c\u7d22AI\u9886\u57df\u8fdb\u5165\u4e00\u4e2a\u5168\u65b0\u7684\u65f6\u4ee3\u3002<\/p>\n
       <\/p>\n
      \u603b\u7ed3<\/h3>\n
      Open Deep Search\u7684\u63a8\u51fa\u662f\u641c\u7d22\u5f15\u64ce\u53d1\u5c55\u53f2\u4e0a\u7684\u4e00\u4e2a\u91cd\u8981\u7a81\u7834\u3002\u5b83\u4e0d\u4ec5\u5c55\u793a\u4e86\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u5728AI\u9886\u57df\u7684\u5de8\u5927\u6f5c\u529b\uff0c\u8fd8\u4e3a\u7528\u6237\u548c\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f3a\u5927\u800c\u7075\u6d3b\u7684\u5de5\u5177\u3002\u968f\u7740\u8d8a\u6765\u8d8a\u591a\u7684\u5f00\u53d1\u8005\u52a0\u5165\u5230\u8fd9\u4e2a\u5f00\u6e90\u9879\u76ee\u4e2d\uff0cODS\u6709\u671b\u63a8\u52a8\u641c\u7d22AI\u6280\u672f\u7684\u8fdb\u4e00\u6b65\u53d1\u5c55\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u667a\u80fd\u3001\u66f4\u7cbe\u51c6\u7684\u641c\u7d22\u4f53\u9a8c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
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