{"id":47,"date":"2026-05-21T07:46:19","date_gmt":"2026-05-20T23:46:19","guid":{"rendered":"https:\/\/www.ytina.top\/?p=47"},"modified":"2026-05-21T23:34:05","modified_gmt":"2026-05-21T15:34:05","slug":"mano-p%ef%bc%9a%e7%ba%af%e8%a7%86%e8%a7%89%e9%a9%b1%e5%8a%a8%e7%9a%84%e7%ab%af%e4%be%a7-gui-%e6%99%ba%e8%83%bd%e4%bd%93%ef%bc%8c%e5%9c%a8-mac-%e4%b8%8a%e5%ae%9e%e7%8e%b0%e7%a7%81%e6%9c%89-ai-%e8%87%aa","status":"publish","type":"post","link":"https:\/\/www.ytina.top\/?p=47","title":{"rendered":"Mano-P\uff1a\u7eaf\u89c6\u89c9\u9a71\u52a8\u7684\u7aef\u4fa7 GUI \u667a\u80fd\u4f53\uff0c\u5728 Mac \u4e0a\u5b9e\u73b0\u79c1\u6709 AI \u81ea\u52a8\u5316"},"content":{"rendered":"<h2>\u6838\u5fc3\u4eae\u70b9<\/h2>\n<p>\u5728 OSWorld \u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cMano-P \u4ee5 <strong>58.2%<\/strong> \u7684\u6210\u529f\u7387\u8d85\u8d8a\u4e86\u6b64\u524d\u6240\u6709\u5f00\u6e90\u4e0e\u5546\u4e1a\u65b9\u6848\uff08\u5305\u62ec OpenAI \u7684 operator-preview \u548c Anthropic \u7684 Claude Computer Use\uff09\uff0c\u6210\u4e3a\u771f\u6b63\u7684 SOTA \u89c6\u89c9-\u8bed\u8a00-\u52a8\u4f5c\u667a\u80fd\u4f53\u3002<\/p>\n<h2>\u6280\u672f\u67b6\u6784<\/h2>\n<p>Mano-P \u91c7\u7528\u7eaf\u89c6\u89c9\u9a71\u52a8\u65b9\u6848\uff1a\u4e0d\u4f9d\u8d56\u4efb\u4f55 HTML\/CFF \u89e3\u6790\u5668\uff0c\u76f4\u63a5\u901a\u8fc7\u5c4f\u5e55\u622a\u56fe\u7406\u89e3\u754c\u9762\u72b6\u6001\uff0c\u518d\u7ed3\u5408 VLM \u751f\u6210\u4e0b\u4e00\u6b65\u64cd\u4f5c\u3002\u6574\u4e2a\u6d41\u7a0b\u65e0\u9700 OCR\u3001\u65e0\u9700 DOM\uff0c\u76f4\u63a5\u770b\u56fe\u64cd\u4f5c\uff0c\u8ddf\u771f\u4eba\u5b8c\u5168\u4e00\u6837\u3002<\/p>\n<p>\u9879\u76ee\u4f7f\u7528 Apache 2.0 \u5f00\u6e90\u8bb8\u53ef\uff0c\u4ee3\u7801\u548c\u6a21\u578b\u5747\u53ef\u514d\u8d39\u5546\u7528\u3002<\/p>\n<h2>\u5728 Mac \u4e0a\u672c\u5730\u90e8\u7f72<\/h2>\n<p>Mano-P \u652f\u6301 macOS Apple Silicon \u672c\u5730\u63a8\u7406\uff0c\u6700\u4f4e\u914d\u7f6e\u8981\u6c42\uff1a<\/p>\n<ul>\n<li>Mac mini M4+ \/ MacBook M4+<\/li>\n<li>32GB \u7edf\u4e00\u5185\u5b58<\/li>\n<li>macOS 14+<\/li>\n<\/ul>\n<h3>\u5b89\u88c5\u6b65\u9aa4<\/h3>\n<p>\u7b2c\u4e00\u6b65\uff0c\u5b89\u88c5 CLI \u5de5\u5177\uff1a<\/p>\n<pre><code>brew install mininglamp-ai\/tap\/mano-cua<\/code><\/pre>\n<p>\u7b2c\u4e8c\u6b65\uff0c\u68c0\u67e5\u672c\u5730\u73af\u5883\uff1a<\/p>\n<pre><code>mano-cua check<\/code><\/pre>\n<p>\u7b2c\u4e09\u6b65\uff0c\u5b89\u88c5\u672c\u5730 SDK \u548c\u6a21\u578b\uff1a<\/p>\n<pre><code>mano-cua install-sdk\nmano-cua install-model<\/code><\/pre>\n<p>\u7b2c\u56db\u6b65\uff0c\u8fd0\u884c\u7b2c\u4e00\u4e2a\u4efb\u52a1\uff1a<\/p>\n<pre><code>mano-cua run \"\u6253\u5f00\u5fae\u4fe1\uff0c\u544a\u8bc9 TA '\u4f1a\u8bae\u5ef6\u671f'\" --local --max-steps 20<\/code><\/pre>\n<h2>\u6027\u80fd\u5bf9\u6bd4<\/h2>\n<p>\u5728 OSWorld \u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cMano-P \u7684\u8868\u73b0\u8d85\u8d8a\u4e86\u6240\u6709\u5df2\u77e5\u65b9\u6848\uff1a<\/p>\n<ul>\n<li>Mano-P\uff08\u89c6\u89c9\u9a71\u52a8\uff09\uff1a<strong>58.2%<\/strong><\/li>\n<li>OpenAI Operator Preview\uff1a54.4%<\/li>\n<li>Anthropic Claude Computer Use\uff1a50.3%<\/li>\n<li>Previous SOTA\uff1a36.4%<\/li>\n<\/ul>\n<h2>\u76f8\u5173\u8d44\u6e90<\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/Mininglamp-AI\/Mano-P\">GitHub \u4ed3\u5e93<\/a><\/li>\n<li><a href=\"https:\/\/clawhub.ai\/hanningwang\/mano-cua\">ClawHub \u4e0b\u8f7d<\/a><\/li>\n<li>HuggingFace \u6a21\u578b\uff1aMininglamp-2718\/Mano-P<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6838\u5fc3\u4eae\u70b9 \u5728 OSWorld \u57fa&#46;&#46;&#46;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[2],"tags":[9,8],"class_list":["post-47","post","type-post","status-publish","format-standard","hentry","category-tech","tag-ai","tag-claude"],"_links":{"self":[{"href":"https:\/\/www.ytina.top\/index.php?rest_route=\/wp\/v2\/posts\/47","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ytina.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ytina.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ytina.top\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ytina.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=47"}],"version-history":[{"count":3,"href":"https:\/\/www.ytina.top\/index.php?rest_route=\/wp\/v2\/posts\/47\/revisions"}],"predecessor-version":[{"id":52,"href":"https:\/\/www.ytina.top\/index.php?rest_route=\/wp\/v2\/posts\/47\/revisions\/52"}],"wp:attachment":[{"href":"https:\/\/www.ytina.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=47"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ytina.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=47"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ytina.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=47"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}