{"id":19217,"date":"2025-01-24T01:44:58","date_gmt":"2025-01-23T17:44:58","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=19217"},"modified":"2025-01-24T01:44:58","modified_gmt":"2025-01-23T17:44:58","slug":"zhuanconglingchaijieyi","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/zhuanconglingchaijieyi\/","title":{"rendered":"[\u8f6c]\u4ece\u96f6\u62c6\u89e3\u4e00\u6b3e\u706b\u7206\u7684\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u667a\u80fd\u4f53\uff0c4\u6b65\u5b66\u4f1a\u8bbe\u8ba1\u81ea\u4e3b\u51b3\u7b56Agent"},"content":{"rendered":"<p>\u4ee5\u524d\u6211\u4eec\u5f00\u53d1\u7684\u5927\u591a\u6570\u667a\u80fd\u4f53\u662f\u56fa\u5b9a\u7684\u5de5\u4f5c\u6d41\u6a21\u5f0f\uff0c\u5f88\u5c11\u6709\u6309\u7167\u4e0b\u9762\u7684\u6846\u67b6\uff0c\u5f00\u53d1\u5177\u6709<strong>\u81ea\u4e3b\u51b3\u7b56<\/strong>\u548c<strong>\u81ea\u4e3b\u4f7f\u7528\u5de5\u5177<\/strong>\u7684\u667a\u80fd\u4f53\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e0a98a1365d61a3.png\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u524d\u4e24\u5929\uff0c\u6211\u5206\u4eab\u4e86\u4e00\u6b3e\u53ef\u4ee5\u81ea\u52a8\u4f7f\u7528\u6d4f\u89c8\u5668\u5b8c\u6210\u7b80\u5355\u4efb\u52a1\u7684\u5f00\u6e90Agent\u2014\u2014<strong>browser-use<\/strong>\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/02d659050056867.gif\" \/><\/p>\n<p>\u4e0a\u9762\u6f14\u793a\u7684\u662f\u5b83\u81ea\u52a8\u641c\u7d22 \u2018\u6e21\u7801\u2019\uff0c\u5e76\u6253\u5f00\u4e86\u6211\u7684\u535a\u5ba2\u3002<strong>browser-use <\/strong>\u662f\u4e00\u6b3e\u5f00\u6e90\u00a0Agent\uff0c\u5728 GitHub \u4e0a\u6709 1.5w star\uff0c\u4e00\u6761\u547d\u4ee4\u5c31\u53ef\u4ee5\u5728\u672c\u5730\u5b89\u88c5\u4f7f\u7528\uff0c\u95e8\u69db\u975e\u5e38\u4f4e\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/dab531e141537b6.png\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u81ea\u4ece\u4e0a\u6b21\u5206\u4eab\u5b8c\u4e4b\u540e\uff0c\u6211\u7684\u804c\u4e1a\u75c5\u5c31\u72af\u4e86\uff0c\u603b\u60f3\u62c6\u89e3\u4e00\u4e0b\u770b\u770b\u662f\u600e\u4e48\u5b9e\u73b0\u7684\uff0c\u6240\u4ee5\u5c31\u6709\u4e86\u4eca\u5929\u8fd9\u7bc7\u6587\u7ae0\u3002<strong>browser-use <\/strong>\u53ea\u7528\u4e86\u4e00\u6761\u63d0\u793a\u8bcd\u5b8c\u6210\u4e86\u4e0a\u9762\u7b2c\u4e00\u5f20\u56fe\u4e2d Agent \u7684\u56db\u4e2a\u6a21\u5757\u2014\u2014Memory\u3001Planning\u3001Tools\u548cAction\u3002\u8fd9\u6761\u63d0\u793a\u8bcd\u5728\u6e90\u6587\u4ef6\u00a0prompts.py \u4e2d\uff0c\u6709130\u884c<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/4579dd0a3fb310b.png\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u867d\u7136\u63d0\u793a\u8bcd\u6709\u70b9\u957f\uff0c\u4f46\u4e0d\u7528\u62c5\u5fc3\uff0c\u6309\u7167\u4e0a\u9762\u56db\u4e2a\u6a21\u5757\u62c6\u89e3\u5b8c\u5c31\u4f1a\u53d1\u73b0\u5982\u6b64\u6e05\u6670\u3001\u7b80\u5355\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/2b12d4eb06e20ae.png\" \/><\/p>\n<p>\u4e0a\u9762\u8fd9\u6bb5\u63d0\u793a\u8bcd\u662f\u5bf9\u56db\u4e2a\u6a21\u5757\u7684\u5b9a\u4e49\uff0c\u4e0b\u9762\u6211\u4eec\u4e00\u4e2a\u4e00\u4e2a\u6765\u8bf4\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Memory\uff08\u8bb0\u5fc6\uff09<\/strong> &#8211;\u00a0\u8bb0\u5f55\u5df2\u7ecf\u5b8c\u6210\u7684\u4efb\u52a1\u548c\u63a5\u4e0b\u6765\u8981\u8fdb\u884c\u7684\u4efb\u52a1\u3002<\/p>\n<p><code>\"memory\": \"Description of what has been done and what you need to remember until the end of the task\",<\/code><\/p>\n<p>\u6211\u628a\u4e0a\u9762\u2018\u6253\u5f00\u535a\u5ba2\u2019\u6848\u4f8b\u7684\u6267\u884c\u8fc7\u7a0b\u8bb0\u5f55\u4e86\u4e0b\u6765\uff0c\u53ef\u4ee5\u770b\u5230 Memory \u5b9e\u9645\u7684\u6817\u5b50<\/p>\n<p><code>'memory': \"Baidu is open, ready to search for '\u6e21\u7801'.\"<\/code><\/p>\n<p><strong>Planning\uff08\u89c4\u5212<\/strong><strong>\uff09<\/strong>&#8211; \u6839\u636e\u5f53\u524d\u9875\u9762\uff08\u7f51\u9875\uff09\u5224\u65ad\u4e0a\u4e00\u6b65\u6267\u884c\u662f\u5426\u6210\u529f\uff0c\u751f\u6210\u63a5\u4e0b\u6765\u5e94\u8be5\u6267\u884c\u7684\u4efb\u52a1\u3002<\/p>\n<p><code>\"evaluation_previous_goal\": \"Success|Failed|Unknown - Analyze the current elements and the image to check if the previous goals\/actions are successful like intended by the task. Ignore the action result. The website is the ground truth. Also mention if something unexpected happened like new suggestions in an input field. Shortly state why\/why not\",<\/code><code>\"next_goal\": \"What needs to be done with the next actions\"<\/code><\/p>\n<p>\u8fd9\u91cc\u5305\u542b\u4e24\u90e8\u5206\uff0c\u7b2c\u4e00\u6b65\u662f\u00a0evaluation_previous_goal \u5224\u65ad\u4e4b\u524d\u4efb\u52a1\u662f\u5426\u6210\u529f\uff0c\u4e4b\u524d\u7684\u4efb\u52a1\u662f\u4ec0\u4e48\uff0c\u53ef\u4ee5\u5728<strong>\u8bb0\u5fc6<\/strong>\u4e2d\u83b7\u53d6\uff0c\u8fd9\u5c31\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u7b2c\u4e00\u5f20\u56fe\u4e2d Memory \u6709\u4e00\u6761\u865a\u7ebf\u6307\u5411 Planning\u3002<\/p>\n<p>\u4e4b\u524d\u4efb\u52a1\u72b6\u6001\u51b3\u5b9a\u4e86\u4e0b\u4e00\u4e2a\u4efb\u52a1\u7684\u89c4\u5212\uff0c\u5982\u679c\u4e4b\u524d\u4efb\u52a1\u5931\u8d25\u5219\u91cd\u8bd5\uff0c\u5982\u679c\u6210\u529f\u5219\u89c4\u5212\u65b0\u4efb\u52a1\u3002<br \/>\n\u5b9e\u9645\u7684\u6817\u5b50\uff1a<\/p>\n<p><code>'evaluation_previous_goal': 'Success - Baidu was successfully opened in a new tab.',<\/code><\/p>\n<p><code><\/code><code>'next_goal':\u00a0\"Input\u00a0'\u6e21\u7801'\u00a0into\u00a0the\u00a0search\u00a0box\u00a0and\u00a0submit\u00a0the\u00a0search.\"<\/code><\/p>\n<p>&nbsp;<\/p>\n<p><strong>Tools\uff08\u5de5\u5177\uff09<\/strong>&#8211; browser-use \u5b9a\u4e49\u4e8615\u4e2a\u53ef\u4ee5\u64cd\u4f5c\u7f51\u9875\u7684\u5de5\u5177\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/04911fccff996cc.png\" \/><\/p>\n<p>\u5de5\u5177\u7684\u5b9a\u4e49\u4f1a\u653e\u5728\u63d0\u793a\u8bcd\u4e2d\uff0c\u4ee5\u4fbf\u5927\u6a21\u578b\u9009\u62e9\u3002\u6bcf\u4e00\u4e2a\u5de5\u5177\u90fd\u6709\u5bf9\u5e94\u7684\u4ee3\u7801\u7528\u4e8e\u5b8c\u6210\u5177\u4f53\u7684\u4efb\u52a1\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/aa2d28b7fb4acea.png\" \/><\/p>\n<p><strong>Action\uff08\u884c\u52a8\uff09<\/strong>&#8211;\u00a0\u6839\u636e\u00a0Planning 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\u4ee3\u7801\uff0c\u8bc6\u522b\u51fa\u9875\u9762\u4e2d\u7684\u7ec4\u4ef6\uff08\u5143\u7d20\uff09\uff0c\u5e76\u7ed9\u6bcf\u4e2a\u7ec4\u4ef6\u8bbe\u7f6e\u4e00\u4e2a\u6807\u53f7\u3002 <img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/675833e9da90882.png\" \/><\/p>\n<p>\u5728\u8fd9\u4e2a\u9875\u9762\u4e2d\uff0c\u53ef\u4ee5\u770b\u5230\u4e94\u989c\u516d\u8272\u7684\u6807\u8bb0\u6846\u548c\u6846\u4e0a\u7684\u6807\u53f7\uff0c\u8fd9\u5c31\u662f browser-use \u8bc6\u522b\u7684\u3002<\/p>\n<p>\u6700\u7ec8\u8fd9\u4e9b\u4fe1\u606f\u4f1a\u8f6c\u6210 \u20181[:]&lt;a name=&#8221;tj_settingicon&#8221;&gt;\u8bbe\u7f6e&lt;\/a&gt;\u2019 \u8fd9\u79cd\u683c\u5f0f\u7684\u6587\u672c\uff0c\u8ffd\u52a0\u5230\u63d0\u793a\u8bcd\u4e2d\uff0c\u9001\u5165\u5927\u6a21\u578b<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/ab3a29c23668d93.png\" \/><\/p>\n<p>\u8fd9\u6837\uff0c\u5927\u6a21\u578b\u5c31\u80fd\u77e5\u9053\u9875\u9762\u957f\u4ec0\u4e48\u6837\uff0c\u4ece\u800c\u53ef\u4ee5\u89c4\u5212\u4efb\u52a1\u3002<\/p>\n<p>\u6211\u89c9\u5f97\u8fd9\u4e2a\u601d\u8def\u975e\u5e38\u503c\u5f97\u5b66\u4e60\uff0c\u6b63\u662f\u7531\u4e8e\u5927\u6a21\u578b\u5177\u5907\u5f3a\u5927\u7684\u7406\u89e3\u80fd\u529b\uff0c\u624d\u80fd\u7528\u51e0\u884c\u6587\u672c\u5c31\u4ee3\u66ff\u4e00\u4e2a\u590d\u6742\u7684\u9875\u9762\uff0c\u5c06\u4e00\u4ef6\u770b\u4f3c\u590d\u6742\u7684\u4e8b\u60c5\u5927\u5927\u7b80\u5316\u3002<\/p>\n<p>browser-use \u5728\u5b9e\u73b0\u4e0a\u8fd8\u6709\u4e00\u4e9b\u5176\u4ed6\u503c\u5f97\u5b66\u4e60\u7684\u7ec6\u8282\uff0c\u6bd4\u5982\uff1a\u6709\u4e9b Action \u6267\u884c\u540e\u53ef\u80fd\u5bfc\u81f4\u9875\u9762\u53d8\u5316\uff0c\u8fd9\u65f6\u5019\u4f1a\u4e2d\u65ad\u4efb\u52a1\uff0c\u91cd\u65b0\u751f\u6210\u65b0 Action\u3002<\/p>\n<p>\u518d\u6bd4\u5982\uff0c\u652f\u6301\u89c6\u89c9\u5927\u6a21\u578b\uff0c\u4e0a\u4f20\u6574\u4e2a\u7f51\u9875\u622a\u56fe\uff0c\u53ef\u4ee5\u8ba9\u5927\u6a21\u578b\u66f4\u597d\u7406\u89e3\u9875\u9762\uff0c\u4ece\u800c\u66f4\u597d\u5730\u89c4\u5212\u4efb\u52a1\u3002\u611f\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u4e0b\u8f7d\u6e90\u7801\u7ee7\u7eed\u7814\u7a76\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u6700\u8fd1\u770b\u5230\u667a\u80fd\u4f53\u4e00\u4e2a\u65b0\u8d8b\u52bf\u2014\u2014\u4e3b\u52a8\u5b66\u4e60\u3002\u4f9d\u8d56\u8fd9\u9879\u80fd\u529b\uff0cGenius\u667a\u80fd\u4f53\u4ec5\u752810%\u7684\u6570\u636e\u548c2\u5c0f\u65f6\u8bad\u7ec3\u5c31\u5728\u7ecf\u5178\u6e38\u620fPong\u4e2d\u8d85\u8d8a\u9876\u5c16\u4eba\u7c7b\u73a9\u5bb6\u548c\u5176\u4ed6AI\u6a21\u578b\u3002<\/p>\n<p>\u6211\u5728\u5de5\u4f5c\u4e2d\u642d\u5efa\u667a\u80fd\u4f53\u4e5f\u6df1\u6709\u4f53\u4f1a\uff0c\u7531\u4e8e\u5de5\u4f5c\u4e2d\u662f\u79c1\u6709\u573a\u666f\uff0c\u667a\u80fd\u4f53\u4e0d\u7406\u89e3\u4f60\u7684\u4e1a\u52a1\uff0c\u6240\u4ee5\u5c31\u65e0\u6cd5\u7ed9\u4f60\u505a\u51fa\u6b63\u786e\u7684 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