{"id":63024,"date":"2026-04-02T09:53:22","date_gmt":"2026-04-02T01:53:22","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=63024"},"modified":"2026-04-02T09:53:22","modified_gmt":"2026-04-02T01:53:22","slug":"glm-5v-turbo","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/glm-5v-turbo\/","title":{"rendered":"GLM-5V-Turbo\uff1a\u652f\u6301\u591a\u6a21\u6001\u89c6\u89c9\u7f16\u7a0b\u4e0e\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u7684\u57fa\u7840\u5927\u6a21\u578b"},"content":{"rendered":"<p>GLM-5V-Turbo \u662f\u667a\u8c31\uff08Z.ai\uff09\u9762\u5411\u89c6\u89c9\u7f16\u7a0b\u6253\u9020\u7684\u539f\u751f\u591a\u6a21\u6001 Coding \u57fa\u5ea7\u6a21\u578b\u3002\u5728 Agent \u65f6\u4ee3\uff0c\u5b83\u6253\u7834\u4e86\u4f20\u7edf\u6a21\u578b\u7eaf\u6587\u672c\u8f93\u5165\u7684\u5c40\u9650\uff0c\u4ece\u9884\u8bad\u7ec3\u9636\u6bb5\u6df1\u5ea6\u878d\u5408\u89c6\u89c9\u4e0e\u6587\u672c\u80fd\u529b\uff08\u91c7\u7528\u65b0\u4e00\u4ee3 CogViT \u89c6\u89c9\u7f16\u7801\u5668\u4e0e MTP \u67b6\u6784\uff09\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u6269\u5c55\u81f3 200k\u3002\u6a21\u578b\u4e0d\u4ec5\u80fd\u770b\u61c2\u590d\u6742\u8bbe\u8ba1\u7a3f\u3001\u7f51\u9875\u754c\u9762\u3001\u89c6\u9891\u4e0e\u6587\u6863\u7248\u9762\uff0c\u8fd8\u80fd\u636e\u6b64\u76f4\u63a5\u751f\u6210\u5b8c\u6574\u53ef\u8fd0\u884c\u7684\u4ee3\u7801\u3002\u6b64\u5916\uff0cGLM-5V-Turbo \u5177\u5907\u5f3a\u5927\u7684\u5de5\u5177\u8c03\u7528\u4e0e GUI \u64cd\u63a7\u80fd\u529b\uff0c\u539f\u751f\u652f\u6301\u753b\u6846\u3001\u622a\u56fe\u3001\u8bfb\u7f51\u9875\u7b49\u591a\u6a21\u6001\u5de5\u5177\uff0c\u5e76\u4e0e <a href=\"https:\/\/www.kdjingpai.com\/claudeanquanfubai\/\">Claude<\/a> Code\u3001AutoClaw\uff08\u9f99\u867e\uff09\u7b49 Agent \u6846\u67b6\u6df1\u5ea6\u9002\u914d\u3002\u5728\u591a\u4efb\u52a1\u534f\u540c\u5f3a\u5316\u5b66\u4e60\u7684\u52a0\u6301\u4e0b\uff0c\u5176\u7eaf\u6587\u672c\u7f16\u7a0b\u4e0e\u63a8\u7406\u80fd\u529b\u4e0d\u9000\u5316\uff0c\u771f\u6b63\u5b9e\u73b0\u201c\u611f\u77e5\u73af\u5883\u2192\u89c4\u5212\u52a8\u4f5c\u2192\u6267\u884c\u4efb\u52a1\u201d\u7684\u667a\u80fd\u4f53\u5b8c\u6574\u95ed\u73af\uff0c\u662f\u6240\u6709 AI \u539f\u751f\u5e94\u7528\u7684\u7406\u60f3\u57fa\u77f3\u3002<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u539f\u751f\u591a\u6a21\u6001\u89c6\u89c9\u7f16\u7a0b<\/strong>\uff1a\u91c7\u7528\u65b0\u4e00\u4ee3 CogViT \u89c6\u89c9\u7f16\u7801\u5668\uff0c\u7cbe\u51c6\u89e3\u6790\u8bbe\u8ba1\u8349\u56fe\u3001\u9ad8\u6e05\u622a\u56fe\u4e0e\u590d\u6742\u7248\u9762\uff0c\u76f4\u63a5\u8f93\u51fa\u53ef\u8fd0\u884c\u7684 HTML\/CSS\/JS\u3001React \u7b49\u524d\u7aef\u5de5\u7a0b\u4ee3\u7801\u3002<\/li>\n<li><strong>\u7eaf\u6587\u672c\u7f16\u7a0b\u80fd\u529b\u65e0\u635f<\/strong>\uff1a\u901a\u8fc7 30+ \u4efb\u52a1\u534f\u540c\u5f3a\u5316\u5b66\u4e60\uff0c\u5728\u5f15\u5165\u6781\u5f3a\u89c6\u89c9\u80fd\u529b\u7684\u540c\u65f6\uff0c\u786e\u4fdd\u540e\u7aef\u5f00\u53d1\u3001\u524d\u7aef\u91cd\u6784\u4e0e\u4ee3\u7801\u5e93\u63a2\u7d22\uff08Repo Exploration\uff09\u7b49\u7eaf\u6587\u672c\u80fd\u529b\u4e0d\u9000\u5316\u3002<\/li>\n<li><strong>200k\u8d85\u5927\u4e0a\u4e0b\u6587\u7a97\u53e3<\/strong>\uff1a\u652f\u6301\u9ad8\u8fbe 200k <a href=\"https:\/\/www.kdjingpai.com\/tokenization\/\">Tokens<\/a> \u7684\u591a\u6a21\u6001\u4e0a\u4e0b\u6587\u8f93\u5165\uff0c\u8f7b\u677e\u5e94\u5bf9\u6574\u672c\u8d85\u957f\u56fe\u6587\u6587\u6863\u5206\u6790\u4e0e\u5e9e\u5927\u4ee3\u7801\u5e93\u7684\u91cd\u6784\u4efb\u52a1\u3002<\/li>\n<li><strong>\u771f\u5b9eGUI\u73af\u5883\u81ea\u52a8\u5316\u64cd\u63a7<\/strong>\uff1a\u5728 AndroidWorld\u3001WebVoyager \u7b49\u771f\u5b9e GUI \u57fa\u51c6\u8868\u73b0\u9886\u5148\uff0c\u652f\u6301\u539f\u751f\u591a\u6a21\u6001\u641c\u7d22\u3001\u753b\u6846\u3001\u622a\u56fe\u4e0e\u8bfb\u7f51\u9875\u7b49 Tool Use \u5de5\u5177\u8c03\u7528\u3002<\/li>\n<li><strong>\u6df1\u5ea6\u534f\u540c\u4e3b\u6d41 Agent \u6846\u67b6<\/strong>\uff1a\u539f\u751f\u6df1\u5ea6\u9002\u914d <a href=\"https:\/\/www.kdjingpai.com\/claude-code\/\">Claude Code<\/a> \u4e0e OpenClaw\/AutoClaw\uff08\u9f99\u867eAgent\uff09\uff0c\u4e3a\u667a\u80fd\u4f53\u5b89\u4e0a\u201c\u773c\u775b\u201d\uff0c\u5927\u5e45\u62d3\u5bbd Agent \u7684\u611f\u77e5\u4e0e\u6267\u884c\u8fb9\u754c\u3002<\/li>\n<li><strong>\u4e30\u5bcc\u7684\u5b98\u65b9 Skills \u6280\u80fd\u5e93<\/strong>\uff1a\u65e0\u7f1d\u5bf9\u63a5 ClawHub\uff0c\u5f00\u7bb1\u5373\u7528\u56fe\u50cf Captioning\u3001\u89c6\u89c9 Grounding\uff0c\u5e76\u53ef\u8054\u52a8 GLM-OCR\u3001GLM-Image \u8fdb\u884c\u516c\u5f0f\u8bc6\u522b\u4e0e\u56fe\u50cf\u751f\u6210\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>\u6b22\u8fce\u4f7f\u7528 GLM-5V-Turbo\u3002\u4f5c\u4e3a\u4e00\u6b3e\u4e13\u6ce8\u4e8e\u89c6\u89c9\u7f16\u7a0b\u4e0e\u591a\u6a21\u6001 Agent \u5de5\u4f5c\u6d41\u7684\u57fa\u7840\u57fa\u5ea7\u6a21\u578b\uff0c\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u7528\u4e8e\u57fa\u7840\u7684\u201c\u770b\u56fe\u5199\u4ee3\u7801\u201d\uff0c\u66f4\u652f\u6301\u6df1\u5ea6\u7684\u7cfb\u7edf\u7ea7\u81ea\u4e3b\u5316\u64cd\u4f5c\u3002\u4e3a\u786e\u4fdd\u60a8\u80fd\u5145\u5206\u53d1\u6325\u8be5\u6a21\u578b\u7684 200k \u4e0a\u4e0b\u6587\u4e0e\u539f\u751f\u591a\u6a21\u6001\u878d\u5408\u80fd\u529b\uff0c\u8bf7\u4ed4\u7ec6\u9605\u8bfb\u4ee5\u4e0b\u6781\u5176\u8be6\u7ec6\u7684\u64cd\u4f5c\u4e0e\u90e8\u7f72\u6307\u5357\u3002<\/p>\n<h3>\u4e00\u3001 \u8d26\u53f7\u6ce8\u518c\u4e0e SDK \u73af\u5883\u914d\u7f6e<\/h3>\n<p><strong>1. \u83b7\u53d6\u5f00\u53d1\u8005 API \u51ed\u8bc1<\/strong><br \/>\n\u5728\u4f7f\u7528\u524d\uff0c\u8bf7\u8bbf\u95ee Z.ai \u5f00\u53d1\u8005\u5f00\u653e\u5e73\u53f0\u6216 BigModel \u5f00\u653e\u5e73\u53f0\uff08docs.bigmodel.cn\/docs.z.ai\uff09\u6ce8\u518c\u8d26\u53f7\u3002\u767b\u5f55\u63a7\u5236\u53f0\u540e\uff0c\u8fdb\u5165\u201cAPI \u7ba1\u7406\u201d\u521b\u5efa\u4e00\u4e2a\u5168\u65b0\u7684 API Key\u3002\u8fd9\u662f\u60a8\u8c03\u7528 GLM-5V-Turbo \u7684\u552f\u4e00\u9274\u6743\u51ed\u8bc1\u3002<\/p>\n<p><strong>2. \u5b89\u88c5\u4e0e\u66f4\u65b0\u5b98\u65b9 SDK<\/strong><br \/>\n\u672c\u6a21\u578b\u5f3a\u70c8\u5efa\u8bae\u4f7f\u7528\u6700\u65b0\u7684 Python SDK \u4ee5\u652f\u6301\u4e30\u5bcc\u7684\u591a\u6a21\u6001\u5de5\u5177\u94fe\u4f20\u5165\u3002\u8bf7\u5728\u7ec8\u7aef\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>pip install zhipuai --upgrade\r\n<\/code><\/pre>\n<p><em>\u6ce8\uff1a\u8bf7\u786e\u4fdd Python \u7248\u672c <img decoding=\"async\" src=\"https:\/\/www.zhihu.com\/equation?tex=\" alt=\"\\ge\\\" \/> 3.8\u3002<\/em><\/p>\n<h3>\u4e8c\u3001 \u6838\u5fc3\u5b9e\u6218\uff1a\u56fe\u50cf\u5373\u4ee3\u7801\uff08\u524d\u7aef\u89c6\u89c9\u7f16\u7a0b\uff09<\/h3>\n<p>\u8fd9\u662f GLM-5V-Turbo \u7684\u5f3a\u9879\uff0c\u6a21\u578b\u53ef\u4ee5\u505a\u5230\u201c\u770b\u5f97\u61c2\u753b\u9762\u3001\u5199\u5f97\u51fa\u4ee3\u7801\u201d\uff0c\u5b9e\u73b0\u4ece\u8bbe\u8ba1\u7a3f\u5230\u5b8c\u6574\u524d\u7aef\u5de5\u7a0b\u7684\u8fd8\u539f\u3002<\/p>\n<p><strong>1. \u57fa\u7840\u8fd8\u539f\uff08Figma\/\u622a\u56fe\u8f6c\u4ee3\u7801\uff09<\/strong><br \/>\n\u60a8\u53ef\u4ee5\u5c06 UI \u622a\u56fe\u6216\u624b\u7ed8\u8349\u56fe\u8f6c\u5316\u4e3a Base64 \u6216 URL \u4f20\u7ed9\u6a21\u578b\u3002<\/p>\n<pre><code>from zhipuai import ZhipuAI\r\nclient = ZhipuAI(api_key=\"\u60a8\u7684API_KEY\")\r\nresponse = client.chat.completions.create(\r\nmodel=\"glm-5v-turbo\",\r\nmessages=[\r\n{\r\n\"role\": \"user\",\r\n\"content\":[\r\n{\"type\": \"text\", \"text\": \"\u8bf7\u626e\u6f14\u8d44\u6df1\u524d\u7aef\u5de5\u7a0b\u5e08\u3002\u89e3\u6790\u8fd9\u5f20UI\u8bbe\u8ba1\u7a3f\u7684\u5e03\u5c40\u3001\u914d\u8272\u3001\u7ec4\u4ef6\u5c42\u7ea7\u4e0e\u4ea4\u4e92\u903b\u8f91\uff0c\u4f7f\u7528 <a href=\"https:\/\/www.kdjingpai.com\/react\/\">React<\/a> + TailwindCSS \u751f\u6210\u5b8c\u6574\u53ef\u8fd0\u884c\u7684\u4ee3\u7801\uff0c\u51c6\u786e\u8fd8\u539f\u52a8\u6548\u4e0e\u89c6\u89c9\u7ec6\u8282\u3002\"},\r\n{\"type\": \"image_url\", \"image_url\": {\"url\": \"https:\/\/example.com\/design.png\"}}\r\n]\r\n}\r\n],\r\nmax_tokens=8192,\r\ntemperature=0.1 # \u5efa\u8bae\u8c03\u4f4e\u6e29\u5ea6\u4ee5\u4fdd\u8bc1\u4ee3\u7801\u903b\u8f91\u7684\u4e25\u5bc6\u6027\r\n)\r\nprint(response.choices[0].message.content)\r\n<\/code><\/pre>\n<p><strong>2. \u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316\u7f16\u8f91<\/strong><br \/>\n\u5728\u751f\u6210\u521d\u7248\u4ee3\u7801\u540e\uff0c\u60a8\u53ef\u4ee5\u622a\u53d6\u5f53\u524d\u6e32\u67d3\u51fa\u7684\u7f51\u9875\u753b\u9762\uff0c\u52a0\u4e0a\u6587\u672c\u6307\u4ee4\uff08\u4f8b\u5982\uff1a\u201c\u5c06\u9876\u90e8\u7684\u5bfc\u822a\u680f\u6539\u4e3a\u6697\u8272\u6a21\u5f0f\uff0c\u5e76\u4e3a\u53f3\u4e0b\u89d2\u7684\u63d0\u4ea4\u6309\u94ae\u8865\u5145\u5f39\u7a97\u786e\u8ba4\u4ea4\u4e92\u201d\uff09\uff0c\u6a21\u578b\u5c06\u6839\u636e\u65b0\u622a\u56fe\u548c\u5386\u53f2\u4e0a\u4e0b\u6587\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u5e76\u4fee\u6539\u5bf9\u5e94\u4ee3\u7801\u533a\u5757\u3002<\/p>\n<h3>\u4e09\u3001 \u8fdb\u9636\u5b9e\u6218\uff1a\u4e3a Agent \u5b89\u4e0a\u773c\u775b\uff08GUI \u81ea\u4e3b\u63a2\u7d22\u4e0e\u590d\u523b\uff09<\/h3>\n<p>GLM-5V-Turbo \u4ece\u9884\u8bad\u7ec3\u5373\u6ce8\u5165 Agentic \u5143\u80fd\u529b\uff0c\u6df1\u5ea6\u9002\u914d Claude Code \u4e0e AutoClaw\uff08\u9f99\u867e\uff09\u6846\u67b6\u3002<\/p>\n<p><strong>1. \u63a5\u5165 Claude Code \u6846\u67b6\u8fdb\u884c\u6574\u7ad9\u590d\u523b<\/strong><br \/>\n\u60a8\u53ef\u4ee5\u5728 Claude Code \u6846\u67b6\u7684\u5e95\u5c42\u6a21\u578b\u914d\u7f6e\u4e2d\u6307\u5411 GLM-5V-Turbo \u7684 API\u3002\u914d\u7f6e\u5b8c\u6210\u540e\uff0c\u53ea\u9700\u4e0b\u8fbe\u9ad8\u5c42\u6307\u4ee4\uff1a\u201c\u53bb\u63a2\u7d22 example.com\uff0c\u4e86\u89e3\u5b83\u7684\u7ed3\u6784\u5e76\u751f\u6210\u590d\u523b\u4ee3\u7801\u201d\u3002<br \/>\n\u6b64\u65f6\uff0c\u6a21\u578b\u4f1a\u5229\u7528\u5176\u5f3a\u5927\u7684<strong>\u591a\u6a21\u6001\u5de5\u5177\u94fe<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u8c03\u7528\u3010\u622a\u56fe\u8bfb\u7f51\u9875\u3011\u5de5\u5177<\/strong>\uff1a\u83b7\u53d6\u7f51\u7ad9\u5b9e\u65f6\u753b\u9762\u3002<\/li>\n<li><strong>\u8c03\u7528\u3010\u89c6\u89c9 Grounding \/ \u753b\u6846\u3011\u5de5\u5177<\/strong>\uff1a\u8bc6\u522b\u753b\u9762\u4e2d\u7684\u53ef\u70b9\u51fb\u5143\u7d20\u3002<\/li>\n<li><strong>\u52a8\u4f5c\u6267\u884c<\/strong>\uff1a\u6a21\u578b\u8fd4\u56de\u70b9\u51fb\u8df3\u8f6c\u6307\u4ee4\uff0c\u6d4f\u89c8\u5404\u9875\u9762\u5e76\u68b3\u7406\u9875\u9762\u8df3\u8f6c\u5173\u7cfb\u3002<\/li>\n<li><strong>\u6700\u7ec8\u6c47\u603b<\/strong>\uff1a\u5229\u7528 200k \u7684\u8d85\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u6a21\u578b\u4f1a\u6574\u5408\u5b83\u201c\u770b\u201d\u5230\u7684\u6240\u6709\u89c6\u89c9\u7d20\u6750\u548c\u4ea4\u4e92\u7ec6\u8282\uff0c\u76f4\u63a5\u4e00\u6b21\u6027\u751f\u6210\u5305\u542b\u591a\u9875\u9762\u7684\u590d\u6742\u524d\u7aef\u5de5\u7a0b\u4ee3\u7801\u3002<\/li>\n<\/ul>\n<p><strong>2. AutoClaw\uff08\u6fb3\u9f99\uff09\u534f\u540c\uff1a\u91d1\u878d\u6570\u636e\u81ea\u52a8\u5206\u6790<\/strong><br \/>\n\u5982\u679c\u60a8\u4f7f\u7528 AutoClaw\uff0c\u6a21\u578b\u53ef\u4f5c\u4e3a\u5176\u5f3a\u5927\u7684\u89c6\u89c9\u5f15\u64ce\u3002\u4ee5\u201c\u80a1\u7968\u5206\u6790\u5e08\u201dSkill\u4e3a\u4f8b\uff1a<\/p>\n<ul>\n<li>\u64cd\u4f5c\u6d41\u7a0b\uff1a\u5728 AutoClaw \u63a7\u5236\u53f0\u4e2d\u5207\u6362\u5927\u6a21\u578b\u81f3\u00a0<code>GLM-5V-Turbo<\/code>\u3002<\/li>\n<li>\u8bbe\u5b9a\u4efb\u52a1\uff1a\u201c\u5e2e\u6211\u5206\u6790\u4eca\u5929\u67d0\u67d0\u516c\u53f8\u7684\u80a1\u4ef7\uff0c\u751f\u6210\u4e13\u4e1a\u5206\u6790\u62a5\u544a\u201d\u3002<\/li>\n<li>\u6a21\u578b\u6267\u884c\uff1a\u6a21\u578b\u4f1a\u81ea\u52a8\u53bb\u5404\u5927\u8d22\u7ecf\u7f51\u7ad9\u6216\u7ec8\u7aef\u6293\u53d6 K\u7ebf\u56fe\u3001\u4f30\u503c\u533a\u95f4\u56fe\u4ee5\u53ca\u5238\u5546\u5e26\u6709\u590d\u6742\u56fe\u8868\u7684\u7814\u62a5\u622a\u56fe\u3002\u4f9d\u9760\u65b0\u4e00\u4ee3 CogViT \u89c6\u89c9\u7f16\u7801\u5668\uff0c\u6a21\u578b\u80fd\u50cf\u4eba\u7c7b\u5206\u6790\u5e08\u4e00\u6837\u201c\u770b\u61c2\u201d K\u7ebf\u8d70\u52bf\u4e0e\u56fe\u8868\u6570\u636e\uff0c\u8fdb\u884c 60\u79d2\u5e76\u884c\u91c7\u96c6\uff0c\u6700\u7ec8\u8f93\u51fa\u56fe\u6587\u5e76\u8302\u7684\u4e13\u4e1a\u5206\u6790 PPT \u6216\u7814\u62a5\u3002<\/li>\n<\/ul>\n<h3>\u56db\u3001 \u5b98\u65b9\u6280\u80fd\u5e93\uff08ClawHub Skills\uff09\u7684\u96c6\u6210\u4e0e\u4f7f\u7528<\/h3>\n<p>\u4e3a\u4e86\u5c06\u591a\u6a21\u6001\u611f\u77e5\u80fd\u529b\u6269\u5c55\u5230\u66f4\u5e7f\u6cdb\u7684\u573a\u666f\uff0c\u667a\u8c31\u5728 ClawHub\uff08<a href=\"https:\/\/clawhub.ai\/\">clawhub.ai<\/a>\uff09\u63d0\u4f9b\u4e86\u5168\u5957\u5f00\u7bb1\u5373\u7528\u7684\u5b98\u65b9 Skills\u3002<\/p>\n<p><strong>\u6838\u5fc3\u80fd\u529b\u6e05\u5355\uff1a<\/strong><\/p>\n<ul>\n<li><strong>GLM-OCR\u8054\u52a8<\/strong>\uff1a\u9762\u5bf9\u6781\u9ad8\u96be\u5ea6\u7684\u626b\u63cf\u7248\u79d1\u7814\u6587\u732e\uff0c\u8c03\u7528 OCR \u6280\u80fd\u7cbe\u51c6\u8bc6\u522b\u624b\u5199\u4f53\u3001\u590d\u6742\u6570\u5b66\u516c\u5f0f\u4ee5\u53ca\u8de8\u9875\u8868\u683c\u3002<\/li>\n<li><strong>\u56fe\u50cf Captioning \u4e0e\u89c6\u89c9 Grounding<\/strong>\uff1a\u8ba9\u6a21\u578b\u8fd4\u56de\u753b\u9762\u4e2d\u7279\u5b9a\u5143\u7d20\u7684\u5177\u4f53\u50cf\u7d20\u7ea7\u5750\u6807\uff0c\u975e\u5e38\u9002\u5408\u81ea\u52a8\u5316 RPA \u6d41\u7a0b\uff08\u5982\u81ea\u52a8\u5316\u70b9\u51fb\u624b\u673a\u5c4f\u5e55\uff09\u3002<\/li>\n<li><strong>\u591a\u6a21\u6001\u641c\u7d22\u4e0e\u6df1\u5ea6\u7814\u7a76<\/strong>\uff1a\u7ed3\u5408\u8054\u7f51\u5de5\u5177\uff0c\u9488\u5bf9\u7279\u5b9a\u4e3b\u9898\u5168\u7f51\u641c\u96c6\u5305\u542b\u914d\u56fe\u7684\u7f51\u9875\u5185\u5bb9\uff0c\u5e76\u5229\u7528\u957f\u4e0a\u4e0b\u6587\u80fd\u529b\u8fdb\u884c\u6df1\u5ea6\u603b\u7ed3\u3002<\/li>\n<\/ul>\n<p><strong>\u5b89\u88c5\u4e0e\u8c03\u7528\u65b9\u5f0f\uff1a<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u524d\u5f80 GitHub (<code>github.com\/zai-org\/GLM-skills<\/code>) \u62c9\u53d6\u5bf9\u5e94 Skill \u6e90\u7801\uff0c\u5e76\u5c06\u5176\u6ce8\u518c\u4e3a\u6807\u51c6\u7684 Python Function\uff0c\u901a\u8fc7\u00a0<code>tools<\/code>\u00a0\u53c2\u6570\u76f4\u63a5\u4f20\u5165 GLM-5V-Turbo \u7684\u8bf7\u6c42\u4f53\u4e2d\uff0c\u6a21\u578b\u4fbf\u80fd\u81ea\u4e3b\u51b3\u5b9a\u5728\u4f55\u65f6\u8c03\u7528\u8fd9\u4e9b\u5f3a\u5927\u7684\u5916\u56f4\u5de5\u5177\u3002<\/p>\n<h3>\u4e94\u3001 \u6027\u80fd\u4f18\u5316\u4e0e\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li><strong>Token \u8ba1\u7b97\u4e0e\u622a\u53d6<\/strong>\uff1a\u7531\u4e8e\u56fe\u50cf\u8f93\u5165\u4f1a\u5360\u7528\u4e00\u5b9a\u7684 Context Token\uff0c\u5728\u957f\u7a0b\uff08Long-horizon\uff09\u591a\u8f6e\u4ea4\u4e92\u7684 GUI Agent \u4efb\u52a1\u4e2d\uff0c\u5efa\u8bae\u5728\u5ba2\u6237\u7aef\u8fdb\u884c\u5dee\u5f02\u6027\u622a\u56fe\u5bf9\u6bd4\uff0c\u4ec5\u53d1\u9001\u53d1\u751f\u53d8\u5316\u7684\u9875\u9762\u533a\u57df\uff0c\u4ee5\u8fdb\u4e00\u6b65\u4f18\u5316 200k \u5bb9\u91cf\u7684\u5229\u7528\u7387\u4e0e\u8c03\u7528\u6210\u672c\u3002<\/li>\n<li><strong>\u7cfb\u7edf Prompt \u8bbe\u5b9a<\/strong>\uff1a\u5728 Agentic \u4efb\u52a1\u4e2d\uff0c\u5efa\u8bae\u5728 System Prompt \u4e2d\u660e\u786e\u6307\u5b9a\u5176\u8eab\u4efd\u4e0e\u8f93\u51fa\u683c\u5f0f\uff08\u5982\u7279\u5b9a\u7684 JSON \u52a8\u4f5c\u683c\u5f0f\uff09\uff0c\u6a21\u578b\u7684\u534f\u540c\u5f3a\u5316\u5b66\u4e60\u7279\u6027\u80fd\u591f\u4fdd\u8bc1\u5176\u6781\u9ad8\u7684\u6570\u636e\u683c\u5f0f\u9075\u4ece\u5ea6\u3002<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li>\u56fe\u50cf\u5373\u4ee3\u7801\u4e0e\u524d\u7aef\u81ea\u52a8\u590d\u523b<br \/>\n\u573a\u666f\u63cf\u8ff0\uff1a\u5f00\u53d1\u8005\u63d0\u4f9b\u8349\u56fe\u3001Figma \u8bbe\u8ba1\u7a3f\u6216\u53c2\u8003\u7f51\u7ad9\u622a\u56fe\uff0c\u6a21\u578b\u51ed\u501f\u5f3a\u5927\u7684\u89c6\u89c9\u4e0e\u4ee3\u7801\u8054\u5408\u7406\u89e3\u80fd\u529b\uff0c\u7cbe\u51c6\u89e3\u6790\u7ec4\u4ef6\u5c42\u7ea7\u3001\u7248\u5f0f\u5e03\u5c40\u548c\u4ea4\u4e92\u903b\u8f91\uff0c\u4e00\u952e\u751f\u6210\u9ad8\u8d28\u91cf\u3001\u53ef\u76f4\u63a5\u8fd0\u884c\u7684\u524d\u7aef\u9879\u76ee\u4ee3\u7801\uff0c\u6210\u500d\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002<\/li>\n<li>GUI \u81ea\u4e3b\u63a2\u7d22\u4e0e\u7f51\u7ad9\u5168\u7ad9\u590d\u523b<br \/>\n\u573a\u666f\u63cf\u8ff0\uff1a\u7ed3\u5408 Claude Code \u7b49\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u6a21\u578b\u901a\u8fc7\u201c\u622a\u56fe\u611f\u77e5\u2192\u753b\u6846\u5206\u6790\u2192\u89c4\u5212\u70b9\u51fb\u2192\u6267\u884c\u63a2\u7d22\u201d\u7684\u95ed\u73af\uff0c\u50cf\u771f\u4eba\u7528\u6237\u4e00\u6837\u81ea\u4e3b\u6d4f\u89c8\u76ee\u6807\u7f51\u7ad9\uff0c\u68b3\u7406\u9875\u9762\u8df3\u8f6c\u5173\u7cfb\u5e76\u91c7\u96c6\u89c6\u89c9\u4ea4\u4e92\u7ec6\u8282\uff0c\u968f\u540e\u8f93\u51fa\u590d\u539f\u6574\u4e2a\u7ad9\u70b9\u7684\u590d\u6742\u5de5\u7a0b\u4ee3\u7801\u3002<\/li>\n<li>\u590d\u6742\u56fe\u8868\u89e3\u8bfb\u4e0e\u4e13\u4e1a\u91d1\u878d\u7814\u62a5\u751f\u6210<br \/>\n\u573a\u666f\u63cf\u8ff0\uff1a\u4f9d\u6258\u4e8e\u5176\u5f3a\u5927\u7684\u591a\u6a21\u6001\u957f\u6587\u672c\u5904\u7406\u80fd\u529b\uff0c\u63a5\u5165 AutoClaw \u540e\uff0c\u6a21\u578b\u53ef\u81ea\u4e3b\u67e5\u8be2\u5e76\u201c\u770b\u61c2\u201d\u5305\u542b K \u7ebf\u8d70\u52bf\u3001\u8d22\u52a1\u56fe\u8868\u3001\u5238\u5546\u8bc4\u4f30\u5728\u5185\u7684\u591a\u6e90\u91d1\u878d\u56fe\u7247\u6570\u636e\uff0c\u5e76\u884c\u5206\u6790\u5e76\u64b0\u5199\u56fe\u6587\u4ea4\u9519\u7684\u9ad8\u8d28\u91cf\u6df1\u5ea6\u7814\u7a76\u62a5\u544a\u3002<\/li>\n<li>\u667a\u80fd\u4f53\u81ea\u52a8\u5316\u6267\u884c\uff08RPA\uff09\u4e0e\u81ea\u52a8\u5316\u6d4b\u8bd5<br \/>\n\u573a\u666f\u63cf\u8ff0\uff1a\u5728 AndroidWorld \u7b49\u79fb\u52a8\u7aef\u6216 Web \u684c\u9762\u7aef\u6d4b\u8bd5\u73af\u5883\u4e2d\uff0c\u6a21\u578b\u65e0\u9700\u4f9d\u8d56\u5e95\u5c42\u6e90\u7801\uff0c\u76f4\u63a5\u201c\u770b\u201d\u5c4f\u5e55\u753b\u9762\uff0c\u5229\u7528\u89c6\u89c9 Grounding \u80fd\u529b\u8bc6\u522b\u4ea4\u4e92\u5143\u7d20\u5e76\u7ed9\u51fa\u64cd\u4f5c\u5750\u6807\uff0c\u5b9e\u73b0\u9ad8\u96be\u5ea6\u7684\u9ed1\u76d2\u81ea\u52a8\u5316\u6d4b\u8bd5\u4e0e\u8de8\u8f6f\u4ef6 RPA \u4e1a\u52a1\u64cd\u4f5c\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li>GLM-5V-Turbo \u5728\u5f15\u5165\u89c6\u89c9\u80fd\u529b\u540e\uff0c\u5176\u539f\u672c\u7684\u7eaf\u6587\u672c\u7f16\u7a0b\u548c\u903b\u8f91\u63a8\u7406\u80fd\u529b\u4f1a\u9000\u5316\u5417\uff1f<br \/>\n\u7b54\uff1a\u4e0d\u4f1a\u9000\u5316\u3002\u5728\u540e\u8bad\u7ec3\u9636\u6bb5\uff0cGLM-5V-Turbo \u91c7\u7528\u4e86\u6db5\u76d6 30 \u591a\u79cd\u4efb\u52a1\u7c7b\u578b\u7684\u534f\u540c\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\uff0c\u8986\u76d6 STEM\u3001\u89c6\u9891\u3001GUI Agent \u7b49\u5b50\u9886\u57df\u3002\u8fd9\u786e\u4fdd\u4e86\u5728\u5177\u5907\u9876\u7ea7\u89c6\u89c9\u80fd\u529b\u7684\u540c\u65f6\uff0c\u6a21\u578b\u5728\u540e\u7aef\u5f00\u53d1\u3001\u524d\u7aef\u7f16\u5199\u53ca\u7eaf\u6587\u672c\u4ee3\u7801\u5e93\u63a2\u7d22\uff08CC-Bench-V2 \u7b49\u57fa\u51c6\uff09\u4e0a\u7684\u8868\u73b0\u4f9d\u7136\u4fdd\u6301\u884c\u4e1a\u9886\u5148\uff0c\u6709\u6548\u7f13\u89e3\u4e86\u5355\u9886\u57df\u8bad\u7ec3\u7684\u4e0d\u7a33\u5b9a\u6027\u3002<\/li>\n<li>GLM-5V-Turbo 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