{"id":18599,"date":"2025-01-17T11:28:26","date_gmt":"2025-01-17T03:28:26","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=18599"},"modified":"2025-05-20T12:06:07","modified_gmt":"2025-05-20T04:06:07","slug":"omagent","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/omagent\/","title":{"rendered":"OmAgent\uff1a\u6784\u5efa\u591a\u6a21\u6001\u667a\u80fd\u8bbe\u5907\u7684\u667a\u80fd\u4f53\u6846\u67b6"},"content":{"rendered":"<p>OmAgent\u662f\u7531Om AI Lab\u5f00\u53d1\u7684\u4e00\u4e2a\u591a\u6a21\u6001\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u65e8\u5728\u4e3a\u667a\u80fd\u8bbe\u5907\u63d0\u4f9b\u5f3a\u5927\u7684AI\u9a71\u52a8\u529f\u80fd\u3002\u8be5\u9879\u76ee\u901a\u8fc7\u6574\u5408\u6700\u5148\u8fdb\u7684\u591a\u6a21\u6001\u57fa\u7840\u6a21\u578b\u548c\u667a\u80fd\u4f53\u7b97\u6cd5\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u5728\u5404\u79cd\u667a\u80fd\u8bbe\u5907\u4e0a\u521b\u5efa\u9ad8\u6548\u3001\u5b9e\u65f6\u7684\u4ea4\u4e92\u4f53\u9a8c\u3002OmAgent\u4e0d\u4ec5\u652f\u6301\u6587\u672c\u548c\u56fe\u50cf\u5904\u7406\uff0c\u8fd8\u5177\u5907\u590d\u6742\u89c6\u9891\u7406\u89e3\u80fd\u529b\uff0c\u9002\u7528\u4e8e\u4ece\u667a\u80fd\u624b\u673a\u5230\u672a\u6765\u673a\u5668\u4eba\u7684\u5e7f\u6cdb\u5e94\u7528\u573a\u666f\u3002\u5176\u6838\u5fc3\u662f\u4f18\u5316\u7aef\u5230\u7aef\u8ba1\u7b97\uff0c\u786e\u4fdd\u7528\u6237\u4e0e\u8bbe\u5907\u4e4b\u95f4\u7684\u4e92\u52a8\u81ea\u7136\u6d41\u7545\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-18601\" title=\"OmAgent\uff1a\u6784\u5efa\u591a\u6a21\u6001\u667a\u80fd\u8bbe\u5907\u7684\u667a\u80fd\u4f53\u6846\u67b6-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/ac9dac0ed734a11.png\" alt=\"OmAgent\uff1a\u6784\u5efa\u591a\u6a21\u6001\u667a\u80fd\u8bbe\u5907\u7684\u667a\u80fd\u4f53\u6846\u67b6-1\" width=\"915\" height=\"642\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/ac9dac0ed734a11.png 1077w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/ac9dac0ed734a11-300x211.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/ac9dac0ed734a11-1024x719.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/ac9dac0ed734a11-768x539.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/ac9dac0ed734a11-18x12.png 18w\" sizes=\"auto, (max-width: 915px) 100vw, 915px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-18600\" title=\"OmAgent\uff1a\u6784\u5efa\u591a\u6a21\u6001\u667a\u80fd\u8bbe\u5907\u7684\u667a\u80fd\u4f53\u6846\u67b6-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/15681946c607227.jpg\" alt=\"OmAgent\uff1a\u6784\u5efa\u591a\u6a21\u6001\u667a\u80fd\u8bbe\u5907\u7684\u667a\u80fd\u4f53\u6846\u67b6-1\" width=\"1034\" height=\"433\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/15681946c607227.jpg 6176w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/15681946c607227-300x126.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/15681946c607227-1024x428.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/15681946c607227-768x321.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/15681946c607227-1536x643.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/15681946c607227-2048x857.jpg 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/15681946c607227-18x8.jpg 18w\" sizes=\"auto, (max-width: 1034px) 100vw, 1034px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u591a\u6a21\u6001\u6a21\u578b\u652f\u6301<\/strong>\uff1a\u96c6\u6210\u5546\u4e1a\u548c\u5f00\u6e90\u7684\u591a\u6a21\u6001\u57fa\u7840\u6a21\u578b\uff0c\u63d0\u4f9b\u5f3a\u5927\u7684\u4eba\u5de5\u667a\u80fd\u652f\u6301\u3002<\/li>\n<li><strong>\u8bbe\u5907\u8fde\u63a5\u7b80\u5316<\/strong>\uff1a\u7b80\u5316\u4e0e\u7269\u7406\u8bbe\u5907\u5982\u624b\u673a\u3001\u773c\u955c\u7b49\u7684\u8fde\u63a5\u8fc7\u7a0b\uff0c\u652f\u6301\u5f00\u53d1\u8005\u521b\u5efa\u5728\u8bbe\u5907\u4e0a\u8fd0\u884c\u7684\u5e94\u7528\u3002<\/li>\n<li><strong>\u590d\u6742\u89c6\u9891\u7406\u89e3<\/strong>\uff1a\u5229\u7528\u5206\u800c\u6cbb\u4e4b\u7684\u7b97\u6cd5\uff0c\u63d0\u4f9b\u5bf9\u89c6\u9891\u5185\u5bb9\u7684\u6df1\u5ea6\u89e3\u6790\u548c\u7406\u89e3\u3002<\/li>\n<li><strong>\u5de5\u4f5c\u6d41\u7f16\u6392<\/strong>\uff1a\u4f7f\u7528Conductor\u5de5\u4f5c\u6d41\u5f15\u64ce\uff0c\u652f\u6301\u590d\u6742\u7684\u7f16\u6392\u903b\u8f91\u5982\u5faa\u73af\u548c\u5206\u652f\u3002<\/li>\n<li><strong>\u4efb\u52a1\u548c\u5de5\u4eba\u7ba1\u7406<\/strong>\uff1a\u901a\u8fc7Task\u548cWorker\u6982\u5ff5\uff0c\u5b9e\u73b0\u5de5\u4f5c\u6d41\u4e2d\u7684\u903b\u8f91\u7f16\u6392\u548c\u8282\u70b9\u6267\u884c\u3002<\/li>\n<li><strong>\u9ad8\u6548\u7684\u97f3\u89c6\u9891\u5904\u7406<\/strong>\uff1a\u4f18\u5316\u97f3\u9891\u548c\u89c6\u9891\u5904\u7406\uff0c\u4ee5\u786e\u4fdd\u5b9e\u65f6\u4ea4\u4e92\u4f53\u9a8c\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>OmAgent\u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u6258\u7ba1\u5728GitHub\u4e0a\uff0c\u5b89\u88c5\u8fc7\u7a0b\u5982\u4e0b\uff1a<\/p>\n<ol>\n<li><strong>\u514b\u9686\u4ed3\u5e93<\/strong>\uff1a\n<ul>\n<li>\u6253\u5f00\u7ec8\u7aef\uff0c\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u514b\u9686OmAgent\u7684GitHub\u4ed3\u5e93\uff1a\n<pre><code>git clone https:\/\/github.com\/om-ai-lab\/OmAgent.git\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fdb\u5165\u514b\u9686\u7684\u76ee\u5f55\uff1a\n<pre><code>cd OmAgent\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u73af\u5883\u914d\u7f6e<\/strong>\uff1a\n<ul>\n<li>\u521b\u5efa\u5e76\u6fc0\u6d3bPython\u73af\u5883\uff08\u63a8\u8350\u4f7f\u7528conda\uff09\uff1a\n<pre><code>conda create -n omagent python=3.10\r\nconda activate omagent\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5\u6240\u9700\u7684\u4f9d\u8d56\uff1a\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li>\u5982\u679c\u9700\u8981\u7279\u5b9a\u7684\u914d\u7f6e\uff08\u5982bing\u641c\u7d22API\uff09\uff0c\u8bf7\u4fee\u6539<code>configs\/tools\/websearch.yml<\/code>\u6587\u4ef6\uff0c\u6dfb\u52a0\u4f60\u7684<code>bing_api_key<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u6559\u7a0b<\/h3>\n<h4>\u5f00\u53d1\u667a\u80fd\u4f53<\/h4>\n<ol>\n<li><strong>\u521b\u5efa\u667a\u80fd\u4f53<\/strong>\uff1a\n<ul>\n<li>\u53ef\u4ee5\u4ece<code>examples<\/code>\u76ee\u5f55\u4e2d\u627e\u5230\u793a\u4f8b\u9879\u76ee\uff0c\u5982<code>step1_simpleVQA<\/code>\uff0c\u5b66\u4e60\u5982\u4f55\u6784\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u591a\u6a21\u6001\u89c6\u89c9\u95ee\u7b54\u667a\u80fd\u4f53\u3002<\/li>\n<li>\u6309\u7167\u793a\u4f8b\u4e2d\u7684\u6b65\u9aa4\uff0c\u7f16\u5199\u4f60\u81ea\u5df1\u7684\u667a\u80fd\u4f53\u903b\u8f91\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fde\u63a5\u8bbe\u5907<\/strong>\uff1a\n<ul>\n<li>\u901a\u8fc7OmAgent\u7684app\u540e\u7aef\u670d\u52a1\uff0c\u53ef\u4ee5\u5c06\u667a\u80fd\u4f53\u90e8\u7f72\u5230\u8bbe\u5907\u4e0a\u3002\u53c2\u8003<code>app\u4f7f\u7528\u6587\u6863<\/code>\u4e2d\u5173\u4e8e\u8bbe\u5907\u8fde\u63a5\u7684\u90e8\u5206\uff0c\u786e\u4fdd\u8bbe\u5907\u548c\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u901a\u4fe1\u65e0\u7f1d\u8fdb\u884c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u89c6\u9891\u7406\u89e3<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528<code>video_understanding<\/code>\u793a\u4f8b\u9879\u76ee\uff0c\u4e86\u89e3\u5982\u4f55\u5229\u7528OmAgent\u5904\u7406\u548c\u7406\u89e3\u89c6\u9891\u5185\u5bb9\u3002\u7279\u522b\u6ce8\u610f\u4f7f\u7528\u5206\u800c\u6cbb\u4e4b\u7684\u7b56\u7565\uff08Divide-and-Conquer Loop\uff09\uff0c\u4ee5\u5b9e\u73b0\u667a\u80fd\u89c6\u9891\u67e5\u8be2\u548c\u5206\u6790\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5de5\u4f5c\u6d41\u7ba1\u7406<\/strong>\uff1a\n<ul>\n<li>\u901a\u8fc7\u521b\u5efa\u548c\u7f16\u8f91<code>container.yaml<\/code>\u6587\u4ef6\u6765\u914d\u7f6e\u4f60\u7684\u5de5\u4f5c\u6d41\u3002\u6bcf\u4e2a\u5de5\u4f5c\u6d41\u53ef\u4ee5\u5305\u542b\u591a\u4e2a\u8282\u70b9\uff0c\u6bcf\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u72ec\u7acb\u7684\u4efb\u52a1\u6216\u590d\u6742\u7684\u903b\u8f91\u5206\u652f\u3002<\/li>\n<li>\u4f7f\u7528Conductor\u4f5c\u4e3a\u5de5\u4f5c\u6d41\u5f15\u64ce\uff0c\u652f\u6301<code>switch-case<\/code>\u3001<code>fork-join<\/code>\u3001<code>do-while<\/code>\u7b49\u590d\u6742\u64cd\u4f5c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4efb\u52a1\u4e0e\u5de5\u4eba<\/strong>\uff1a\n<ul>\n<li>\u5728\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u5b9a\u4e49<code>Task<\/code>\u6765\u7ba1\u7406\u5de5\u4f5c\u6d41\u903b\u8f91\uff0c<code>Worker<\/code>\u5219\u6267\u884c\u5177\u4f53\u7684\u64cd\u4f5c\u903b\u8f91\u3002\u6bcf\u4e2a<code>SimpleTask<\/code>\u5bf9\u5e94\u4e00\u4e2a<code>Worker<\/code>\uff0c\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u53ef\u4ee5\u7075\u6d3b\u5730\u6784\u5efa\u548c\u6269\u5c55\u667a\u80fd\u4f53\u529f\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4>\u8fd0\u884c\u667a\u80fd\u4f53<\/h4>\n<ul>\n<li><strong>\u8fd0\u884c\u793a\u4f8b<\/strong>\uff1a\n<ul>\n<li>\u5728\u514b\u9686\u7684\u9879\u76ee\u76ee\u5f55\u4e2d\uff0c\u8fd0\u884c\u793a\u4f8b\u811a\u672c\uff0c\u5982\uff1a\n<pre><code>python run_demo.py\r\n<\/code><\/pre>\n<\/li>\n<li>\u7ed3\u679c\u5c06\u4fdd\u5b58\u5728<code>.\/outputs<\/code>\u6587\u4ef6\u5939\u4e2d\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8c03\u8bd5\u4e0e\u6d4b\u8bd5<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528GitHub Actions\u8fdb\u884c\u81ea\u52a8\u5316\u6d4b\u8bd5\u548c\u90e8\u7f72\uff0c\u786e\u4fdd\u4f60\u7684\u667a\u80fd\u4f53\u5728\u4e0d\u540c\u73af\u5883\u4e0b\u90fd\u80fd\u7a33\u5b9a\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>\u6df1\u5165\u5b66\u4e60<\/h4>\n<ul>\n<li><strong>\u67e5\u770b\u6587\u6863<\/strong>\uff1aOmAgent\u7684\u8be6\u7ec6API\u6587\u6863\u548c\u4f7f\u7528\u6559\u7a0b\u53ef\u4ee5\u5e2e\u52a9\u4f60\u66f4\u6df1\u5165\u5730\u7406\u89e3\u548c\u5229\u7528\u8fd9\u4e2a\u6846\u67b6\u3002<\/li>\n<li><strong>\u793e\u533a\u652f\u6301<\/strong>\uff1a\u52a0\u5165Om AI Lab\u7684\u793e\u533a\uff0c\u53c2\u4e0e\u8ba8\u8bba\uff0c\u83b7\u53d6\u652f\u6301\u548c\u5206\u4eab\u4f60\u7684\u5de5\u4f5c\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u4eceOmAgent\u7684\u5e7f\u6cdb\u529f\u80fd\u4e2d\u53d7\u76ca\uff0c\u521b\u5efa\u80fd\u5728\u5404\u79cd\u667a\u80fd\u8bbe\u5907\u4e0a\u8fd0\u884c\u7684\u590d\u6742AI\u667a\u80fd\u4f53\uff0c\u63d0\u4f9b\u4ece\u7b80\u5355\u95ee\u7b54\u5230\u590d\u6742\u89c6\u9891\u5206\u6790\u7b49\u591a\u79cd\u4efb\u52a1\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>OmAgent\u662f\u7531Om AI Lab\u5f00\u53d1\u7684\u4e00\u4e2a\u591a\u6a21\u6001\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u65e8\u5728\u4e3a\u667a\u80fd\u8bbe\u5907\u63d0\u4f9b\u5f3a\u5927\u7684AI\u9a71\u52a8\u529f\u80fd\u3002\u8be5\u9879\u76ee\u901a\u8fc7\u6574\u5408\u6700\u5148\u8fdb\u7684\u591a\u6a21\u6001\u57fa\u7840\u6a21\u578b\u548c\u667a\u80fd\u4f53\u7b97\u6cd5\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u5728\u5404\u79cd\u667a\u80fd\u8bbe\u5907\u4e0a\u521b\u5efa\u9ad8\u6548\u3001\u5b9e\u65f6\u7684\u4ea4\u4e92\u4f53\u9a8c\u3002OmAgent\u4e0d\u4ec5\u652f\u6301\u6587\u672c\u548c\u56fe\u50cf\u5904&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61654,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,476],"tags":[230,374,201],"class_list":["post-18599","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-agent-development","tag-aikaiyuanxiangmu","tag-duandaoduanyuyinzhubei","tag-aizhinengti"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/18599","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=18599"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/18599\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61654"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=18599"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=18599"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=18599"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}