{"id":1068,"date":"2024-05-01T16:06:04","date_gmt":"2024-05-01T08:06:04","guid":{"rendered":"https:\/\/ddw2019.com\/?p=1068"},"modified":"2024-05-01T16:08:56","modified_gmt":"2024-05-01T08:08:56","slug":"100-chatgpt-prompt-4-2-%e5%92%922-%e6%80%9d%e7%bb%b4%e6%a0%91-tree-of-thinking","status":"publish","type":"post","link":"http:\/\/ddw2019.com\/100","title":{"rendered":"100 ChatGPT Prompt 4.2 \u5492\u8bed2 \u601d\u7ef4\u6811 Tree of Thinking"},"content":{"rendered":"

\u4eca\u5929\u5f00\u59cb\u7b2c\u4e8c\u4e2a\u5492\u8bed\uff0c\u601d\u7ef4\u94fe\u7684\u8fdb\u9636\u7248\u2014\u2014\u601d\u7ef4\u6811\uff08Tree of thoughts\uff09<\/p>\n

What\uff0c\u4ec0\u4e48\u662f\u601d\u7ef4\u6811\uff0cTree of thought\uff1f<\/h1>\n

Yao et el. (2023)\u5728Arvix\u4e0a\u53d1\u8868\u4e86\u4e00\u7bc7\u6587\u7ae0\uff1aTree of Thoughts: Deliberate Problem Solving with Large Language Models<\/a> \u63d0\u51fa\u4e86\u601d\u7ef4\u6811\uff08Tree of Thoughts\uff0cToT\uff09\u6846\u67b6\uff0c\u8be5\u6846\u67b6\u57fa\u4e8e\u601d\u7ef4\u94fe\u63d0\u793a\u8fdb\u884c\u4e86\u603b\u7ed3\uff0c\u5f15\u5bfc\u8bed\u8a00\u6a21\u578b\u63a2\u7d22\u628a\u601d\u7ef4\u4f5c\u4e3a\u4e2d\u95f4\u6b65\u9aa4\u6765\u89e3\u51b3\u901a\u7528\u95ee\u9898\u3002<\/p>\n

\u90a3\u4e48\u4ec0\u4e48\u662f\u601d\u7ef4\u6811\u5462\uff1f<\/p>\n

\"100<\/div><\/p>\n

\uff08\u56fe\u7247\u6765\u81ea\u4e8eTree of Thoughts: Deliberate Problem Solving with Large Language Models<\/a> )<\/p>\n

\u4e0a\u56fe\u603b\u7ed3\u4e86\u51e0\u79cd\u65b9\u6cd5\uff0c\u5176\u4e2d\u7b2c\u4e8c\u4e2a\u5c31\u662f\u4e0a\u4e00\u90e8\u5206\u542c\u5230\u7684Chain of Thought\uff0c\u7b2c\u4e09\u4e2a\u5c31\u662fChain of thought\u7684\u8fdb\u9636\u7248\u672c\uff0cSelf Consistency with Chain of Thought\u3002\u4e5f\u5c31\u662f\u591a\u4e2a\u601d\u7ef4\u94fe\u7684\u7ed3\u679c\u8fdb\u884c\u5bf9\u6bd4\u4e4b\u540e\uff0c\u6311\u9009\u51fa\u51fa\u73b0\u9891\u7387\u6700\u591a\u7684\u7ed3\u679c\u4f5c\u4e3a\u6b63\u786e\u7b54\u6848\u3002<\/p>\n

\u6700\u540e\u4e00\u4e2a\u5c31\u662f\u672c\u6587\u4e2d\u63d0\u5230\u7684Tree of thoughts(\u601d\u7ef4\u6811)\u3002\u4e5f\u5c31\u662f\u591a\u4e2a\u4eba\u8fdb\u884c\u8ba8\u8bba\uff0c\u5e76\u4e14\u6bcf\u4e00\u6b65\u7684\u591a\u4e2a\u7ed3\u679c\u90fd\u662f\u4f5c\u4e3a\u4e0b\u4e00\u6b65\u601d\u8003\u7684\u5f00\u59cb\u3002<\/p>\n

\u8fd9\u91cc\u540c\u6837\u63d0\u4f9b\u4e00\u4efd\u5492\u8bed<\/p>\n

\u4e2d\u6587\u7248\u672c<\/p>\n

\n \u5047\u8bbe\u4e09\u4f4d\u4e0d\u540c\u7684\u4e13\u5bb6\u6765\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\u3002
\n \u6240\u6709\u4e13\u5bb6\u90fd\u5199\u4e0b\u4ed6\u4eec\u601d\u8003\u8fd9\u4e2a\u95ee\u9898\u7684\u7b2c\u4e00\u4e2a\u6b65\u9aa4\uff0c\u7136\u540e\u4e0e\u5927\u5bb6\u5206\u4eab\u3002
\n \u7136\u540e\uff0c\u6240\u6709\u4e13\u5bb6\u90fd\u5199\u4e0b\u4ed6\u4eec\u601d\u8003\u7684\u4e0b\u4e00\u4e2a\u6b65\u9aa4\u5e76\u5206\u4eab\u3002
\n \u4ee5\u6b64\u7c7b\u63a8\uff0c\u76f4\u5230\u6240\u6709\u4e13\u5bb6\u5199\u5b8c\u4ed6\u4eec\u601d\u8003\u7684\u6240\u6709\u6b65\u9aa4\u3002
\n \u53ea\u8981\u5927\u5bb6\u53d1\u73b0\u6709\u4e13\u5bb6\u7684\u6b65\u9aa4\u51fa\u9519\u4e86\uff0c\u5c31\u8ba9\u8fd9\u4f4d\u4e13\u5bb6\u79bb\u5f00\u3002
\n \u8bf7\u95ee...\n<\/p><\/blockquote>\n

\u82f1\u6587\u7248\u672c<\/p>\n

\n Imagine three different experts are answering this question. All experts will write down 1 step of their thinking, then share it with the group. Then all experts will go on to the next step, etc. If any expert realises they're wrong at any point then they leave. The question is...\n<\/p><\/blockquote>\n

How\uff0c\u5982\u4f55\u5229\u7528\u601d\u7ef4\u6811\u6765\u89e3\u51b3\u95ee\u9898\uff1f<\/h1>\n

\u8fd8\u662f\u7528\u300a\u897f\u6e38\u8bb0\u300b\u4e2d\u201c\u6cfe\u6cb3\u9f99\u738b\u8bef\u70b9\u6570\u201d\u4e3a\u4f8b\u6765\u5c55\u73b0\u601d\u7ef4\u6811\u7684\u4f5c\u7528\u3002<\/p>\n

\"100<\/div><\/p>\n

\u800c\u5f53\u6211\u4eec\u4f7f\u7528\u4e86\u5492\u8bed\u4e4b\u540e\uff0c\u5c31\u4f1a\u663e\u793a\u601d\u8003\u7684\u8fc7\u7a0b\u3002<\/p>\n

\"100<\/div><\/p>\n

\u4f7f\u7528\u8fd9\u79cd\u65b9\u6cd5\uff0c\u5206\u522b\u6dd8\u6c70\u4e86\u4e24\u4e2a\u4e13\u5bb6<\/p>\n

    \n
  1. \u7b2c\u4e09\u6b65\u6dd8\u6c70\u4e86\u4e13\u5bb62<\/li>\n
  2. \u7b2c\u4e94\u6b65\u6dd8\u6c70\u4e86\u4e13\u5bb61<\/li>\n<\/ol>\n

    \u5f53\u7136\uff0c\u8fd9\u4e2aPrompt\u5199\u7684\u8fc7\u4e8e\u7b80\u7565\uff0c\u80cc\u666f\u77e5\u8bc6\u4e0d\u8db3\uff0c\u6240\u4ee5\u7ed3\u679c\u8fd8\u662f\u6709\u95ee\u9898\u7684\u5440\u3002<\/p>\n

    \u53c2\u8003\u5185\u5bb9<\/p>\n

      \n
    1. OpenAI ChatGPT Prompt-enginering<\/a><\/li>\n
    2. Tree of Thoughts: Deliberate Problem Solving with Large Language Models<\/a><\/li>\n
    3. Prompt Engineering Guide<\/a><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

      \u4eca\u5929\u5f00\u59cb\u7b2c\u4e8c\u4e2a\u5492\u8bed\uff0c\u601d\u7ef4\u94fe\u7684\u8fdb\u9636\u7248\u2014\u2014\u601d\u7ef4\u6811\uff08Tree of thoughts\uff09 What\uff0c\u4ec0\u4e48\u662f\u601d\u7ef4\u6811\uff0cTr […]<\/p>\n","protected":false},"author":2,"featured_media":1073,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[9,14,13],"class_list":["post-1068","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-study","tag-chatgpt","tag-14","tag-13"],"_links":{"self":[{"href":"http:\/\/ddw2019.com\/index.php?rest_route=\/wp\/v2\/posts\/1068","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/ddw2019.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/ddw2019.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/ddw2019.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/ddw2019.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1068"}],"version-history":[{"count":3,"href":"http:\/\/ddw2019.com\/index.php?rest_route=\/wp\/v2\/posts\/1068\/revisions"}],"predecessor-version":[{"id":1074,"href":"http:\/\/ddw2019.com\/index.php?rest_route=\/wp\/v2\/posts\/1068\/revisions\/1074"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/ddw2019.com\/index.php?rest_route=\/wp\/v2\/media\/1073"}],"wp:attachment":[{"href":"http:\/\/ddw2019.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1068"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/ddw2019.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1068"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/ddw2019.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1068"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}