{"id":106569,"date":"2026-09-17T17:16:43","date_gmt":"2026-09-17T09:16:43","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/106569.html"},"modified":"2026-09-17T17:16:43","modified_gmt":"2026-09-17T09:16:43","slug":"agnes-ai%ef%bc%9a%e6%96%87%e6%9c%ac%e3%80%81%e5%9b%be%e7%89%87%e3%80%81%e8%a7%86%e9%a2%91%e6%a8%a1%e5%9e%8b%e6%97%a0%e9%99%90%e6%9c%9f%e5%85%8d%e8%b4%b9%ef%bc%8c%e8%bf%98%e9%80%81-ai-%e7%bc%96","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/106569.html","title":{"rendered":"Agnes AI\uff1a\u6587\u672c\u3001\u56fe\u7247\u3001\u89c6\u9891\u6a21\u578b\u65e0\u9650\u671f\u514d\u8d39\uff0c\u8fd8\u9001 AI \u7f16\u7a0b\u5de5\u5177\uff1f"},"content":{"rendered":"<hr \/>\n<h4>\u76ee\u5f55<\/h4>\n<ul>\n<li>\n<ul>\n<li>\u5199\u5728\u524d\u9762<\/li>\n<li>\u4e00\u3001\u516c\u53f8\u80cc\u666f&#xff1a;Agnes AI \u662f\u8c01&#xff1f;<\/li>\n<li>\u4e8c\u3001\u4e09\u5927\u514d\u8d39\u6a21\u578b\u5168\u89c8<\/li>\n<li>\n<ul>\n<li>2.1 \u6587\u672c\u6a21\u578b&#xff1a;Agnes-2.5-Flash&#xff08;\u5f53\u524d\u4e3b\u529b&#xff09;<\/li>\n<li>2.2 \u56fe\u50cf\u6a21\u578b&#xff1a;Agnes-Image-2.1-Flash<\/li>\n<li>2.3 \u89c6\u9891\u6a21\u578b&#xff1a;Agnes-Video-2.0<\/li>\n<li>2.4 \u514d\u8d39\u653f\u7b56\u660e\u7ec6&#xff08;\u5efa\u8bae\u6536\u85cf&#xff09;<\/li>\n<\/ul>\n<\/li>\n<li>\u4e09\u3001\u514d\u8d39\u4f7f\u7528\u6559\u7a0b&#xff1a;5 \u5206\u949f\u63a5\u5165\u4e09\u5927\u6a21\u578b<\/li>\n<li>\n<ul>\n<li>3.1 \u83b7\u53d6 API Key<\/li>\n<li>3.2 \u6838\u5fc3\u914d\u7f6e&#xff08;\u5fc5\u8bb0&#xff09;<\/li>\n<li>3.3 \u6587\u672c\u8c03\u7528<\/li>\n<li>3.4 \u8bc6\u56fe&#xff08;\u591a\u6a21\u6001&#xff09;<\/li>\n<li>3.5 \u6587\u751f\u56fe<\/li>\n<li>3.6 \u89c6\u9891\u751f\u6210&#xff08;\u5f02\u6b65\u4efb\u52a1&#xff09;<\/li>\n<li>3.7 \u63a5\u5165\u7b2c\u4e09\u65b9\u5de5\u5177&#xff08;\u96f6\u4ee3\u7801\u65b9\u6848&#xff09;<\/li>\n<\/ul>\n<\/li>\n<li>\u56db\u3001AI \u7f16\u7a0b\u5de5\u5177&#xff1a;Agnes Code<\/li>\n<li>\n<ul>\n<li>4.1 Agnes Code \u684c\u9762 IDE<\/li>\n<li>4.2 AgnesCode for VS Code<\/li>\n<li>4.3 \u5b9e\u6218\u5b9a\u4f4d<\/li>\n<\/ul>\n<\/li>\n<li>\u4e94\u3001\u521b\u4f5c\u8005\u4fa7&#xff1a;Pavo \u89c6\u9891\u521b\u4f5c\u5e73\u53f0<\/li>\n<li>\u516d\u3001\u51b7\u9759\u63d0\u9192&#xff1a;\u514d\u8d39\u5348\u9910\u7684\u4e09\u6761\u8fb9\u754c<\/li>\n<li>\u603b\u7ed3&#xff1a;\u4e09\u4e2a\u6570\u5b57\u8bb0\u4f4f Agnes AI<\/li>\n<li>\u53c2\u8003\u94fe\u63a5<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<p>\u4e00\u53e5\u8bdd\u901f\u89c8&#xff1a;\u65b0\u52a0\u5761 Sapiens AI \u65d7\u4e0b\u7684 Agnes AI&#xff08;\u793e\u533a\u5e38\u79f0 Agens&#xff09;\u81ea 2026\u5e746\u67081\u65e5\u8d77&#xff0c;\u5c06\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u4e09\u5927\u81ea\u7814\u6a21\u578b API \u65e0\u9650\u671f\u3001\u5168\u7403\u8303\u56f4\u514d\u8d39\u5f00\u653e\u2014\u2014\u65e0\u9700\u7ed1\u5361\u3001\u65e0 Token \u989d\u5ea6\u4e0a\u9650&#xff0c;\u4ec5\u9650\u5236\u6bcf\u5206\u949f\u8bf7\u6c42\u6570\u30027\u6708\u53c8\u53d1\u5e03\u903c\u8fd1 Opus 4.8 \u7684\u7f16\u7801\u6a21\u578b Agnes-2.5-Flash \u548c AI \u7f16\u7a0b\u5de5\u5177 Agnes Code\u3002\u8fd9\u53ef\u80fd\u662f\u76ee\u524d\u5168\u7f51&#034;\u514d\u8d39&#034;\u542b\u91d1\u91cf\u6700\u9ad8\u7684\u5168\u6a21\u6001\u6a21\u578b\u65b9\u6848\u3002<\/p>\n<hr \/>\n<h3>\u5199\u5728\u524d\u9762<\/h3>\n<p>\u505a AI \u5f00\u53d1\u7684\u4eba\u90fd\u6709&#034;Token \u7126\u8651&#034;&#xff1a;\u5199\u4e2a Demo \u51e0\u5757\u94b1&#xff0c;\u8dd1\u4e2a Agent \u51e0\u5341\u5757&#xff0c;\u4e00\u4e2a\u6708\u8d26\u5355\u770b\u7740\u5fc3\u75bc\u3002<\/p>\n<p>\u6240\u4ee5\u5f53\u4e00\u5bb6\u65b0\u52a0\u5761\u516c\u53f8\u5ba3\u5e03&#034;\u6587\u672c\u3001\u56fe\u7247\u3001\u89c6\u9891 API \u5168\u90e8\u65e0\u9650\u671f\u514d\u8d39&#034;\u65f6&#xff0c;\u7b2c\u4e00\u53cd\u5e94\u90fd\u662f&#xff1a;\u771f\u7684\u5047\u7684&#xff1f;\u662f\u4e0d\u662f\u5957\u58f3&#xff1f;\u662f\u4e0d\u662f\u6709\u9690\u85cf\u9650\u5236&#xff1f;<\/p>\n<p>\u6211\u82b1\u4e86\u4e00\u5468\u6838\u5b9e&#xff1a;\u5b98\u65b9 Wiki\u3001\u7532\u5b50\u5149\u5e74\u3001\u535a\u5ba2\u56ed\u3001\u6398\u91d1\u3001CSDN \u7684\u591a\u7bc7\u72ec\u7acb\u62a5\u9053\u4ea4\u53c9\u9a8c\u8bc1&#xff0c;\u7ed3\u8bba\u4e00\u81f4\u2014\u2014\u514d\u8d39\u662f\u771f\u7684&#xff0c;\u6a21\u578b\u662f\u81ea\u7814\u7684&#xff0c;\u800c\u4e14\u80fd\u529b\u8fdb\u4e86\u5168\u7403\u524d\u5341\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u628a Agnes AI \u4ece\u516c\u53f8\u80cc\u666f\u3001\u4e09\u5927\u6a21\u578b\u3001\u514d\u8d39\u4f7f\u7528\u65b9\u6cd5\u5230 AI \u7f16\u7a0b\u5de5\u5177 Agnes Code&#xff0c;\u5b8c\u6574\u62c6\u89e3\u4e00\u904d\u3002<\/p>\n<hr \/>\n<h3>\u4e00\u3001\u516c\u53f8\u80cc\u666f&#xff1a;Agnes AI \u662f\u8c01&#xff1f;<\/h3>\n<p>Agnes AI \u662f\u65b0\u52a0\u5761 AI \u516c\u53f8 Sapiens Technology Pte. Ltd. \u65d7\u4e0b\u7684\u6a21\u578b\u54c1\u724c\u3002<\/p>\n<table>\n<tr>\u9879\u76ee\u4fe1\u606f<\/tr>\n<tbody>\n<tr>\n<td>\u521b\u59cb\u4eba \/ CEO<\/td>\n<td>Bruce Yang&#xff0c;\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66&#xff08;NUS&#xff09;\u4eba\u5de5\u667a\u80fd\u65b9\u5411\u535a\u58eb<\/td>\n<\/tr>\n<tr>\n<td>\u56e2\u961f\u80cc\u666f<\/td>\n<td>\u6838\u5fc3\u6210\u5458\u6765\u81ea NUS\u3001NTU\u3001MIT\u3001\u65af\u5766\u798f\u3001UC Berkeley \u7b49\u9ad8\u6821<\/td>\n<\/tr>\n<tr>\n<td>\u878d\u8d44<\/td>\n<td>\u7d2f\u8ba1\u7ea6 2000 \u4e07\u7f8e\u5143&#xff0c;2026\u5e742\u6708\u5b8c\u6210 1000 \u4e07\u7f8e\u5143 A \u8f6e&#xff08;LOOK FORWARD VCC \u9886\u6295&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u7528\u6237\u89c4\u6a21<\/td>\n<td>\u6ce8\u518c\u7528\u6237\u8d85 600 \u4e07&#xff0c;\u8986\u76d6 108 \u4e2a\u56fd\u5bb6<\/td>\n<\/tr>\n<tr>\n<td>\u5468\u5904\u7406\u91cf<\/td>\n<td>\u8d85 5.41 \u4e07\u4ebf tokens&#xff08;\u6587\u672c 3.25 \u4e07\u4ebf &#043; \u591a\u6a21\u6001 2.16 \u4e07\u4ebf&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e24\u4e2a\u5173\u952e\u70b9\u8ba9\u5b83\u548c&#034;\u5957\u58f3\u5e73\u53f0&#034;\u533a\u5206\u5f00&#xff1a;<\/p>\n<li>\u5168\u6808\u81ea\u7814&#xff1a;\u4ece\u5e95\u5c42\u67b6\u6784\u5230\u5e94\u7528\u5c42\u5168\u90e8\u81ea\u5df1\u8bad\u7ec3&#xff0c;\u4e0d\u7528\u7b2c\u4e09\u65b9 API\u3002\u8fd9\u6b63\u662f\u5b83\u6562\u514d\u8d39\u7684\u539f\u56e0\u2014\u2014\u6210\u672c\u7ed3\u6784\u5b8c\u5168\u638c\u63e1\u5728\u81ea\u5df1\u624b\u91cc\u3002<\/li>\n<li>\u6709\u5b66\u672f\u4ea7\u51fa&#xff1a;\u56e2\u961f\u5728 arXiv \u53d1\u8868\u4e86 DSPO&#xff08;\u5f3a\u5316\u5b66\u4e60\u9632\u5d29\u6e83\u7b97\u6cd5&#xff0c;7B \u6a21\u578b Agent \u80fd\u529b\u63d0\u5347 34.1%&#xff09;\u548c CodeAgents&#xff08;\u591a Agent \u4f2a\u4ee3\u7801\u901a\u4fe1\u534f\u8bae&#xff0c;\u8f93\u5165 token \u51cf\u5c11 55-87%&#xff09;\u7b49\u8bba\u6587\u3002<\/li>\n<p>&#034;\u514d\u8d39&#034;\u7684\u771f\u5b9e\u6570\u5b66&#xff1a;\u4e0d\u662f\u9760\u70e7\u94b1\u8865\u8d34&#xff0c;\u800c\u662f\u9760\u6280\u672f\u7701 token\u2014\u2014CodeAgents \u534f\u8bae\u3001\u6a21\u578b\u8def\u7531&#xff08;\u7ea6\u4e00\u534a\u6d41\u91cf\u5206\u53d1\u5230\u5c0f\u6a21\u578b&#xff09;\u3001DSPO \u7a33\u5b9a\u8bad\u7ec3&#xff0c;\u628a\u5355\u4f4d\u6210\u672c\u538b\u5230\u4e86\u53ef\u4ee5\u6c38\u4e45\u514d\u8d39\u7684\u7a0b\u5ea6\u3002\u521b\u59cb\u4eba Bruce Yang \u5728\u64ad\u5ba2\u4e2d\u900f\u9732&#xff1a;\u514d\u8d39\u4e4b\u540e&#xff0c;\u4ed8\u8d39\u7528\u6237\u53cd\u800c\u66f4\u591a\u4e86&#xff08;Token Plan \u8ba2\u9605\u5236\u9762\u5411\u9ad8\u9891\u751f\u4ea7\u573a\u666f&#xff09;\u3002<\/p>\n<hr \/>\n<h3>\u4e8c\u3001\u4e09\u5927\u514d\u8d39\u6a21\u578b\u5168\u89c8<\/h3>\n<h4>2.1 \u6587\u672c\u6a21\u578b&#xff1a;Agnes-2.5-Flash&#xff08;\u5f53\u524d\u4e3b\u529b&#xff09;<\/h4>\n<p>2026\u5e747\u670813\u65e5\u53d1\u5e03&#xff0c;\u5b9a\u4f4d&#034;\u5168\u80fd\u529b\u6587\u672c\u6a21\u578b&#034;&#xff1a;<\/p>\n<table>\n<tr>\u89c4\u683c\u6570\u503c<\/tr>\n<tbody>\n<tr>\n<td>\u4e0a\u4e0b\u6587\u7a97\u53e3<\/td>\n<td>256K tokens<\/td>\n<\/tr>\n<tr>\n<td>\u6700\u5927\u8f93\u51fa<\/td>\n<td>65K tokens<\/td>\n<\/tr>\n<tr>\n<td>SWE-bench Verified<\/td>\n<td>75.6&#xff08;Opus 4.8 \u4e3a 87.6&#xff0c;\u65e5\u5e38\u7f16\u7801\u4f53\u611f\u5dee\u8ddd\u4e0d\u5927&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u591a\u6a21\u6001\u8f93\u5165<\/td>\n<td>\u6587\u672c &#043; \u56fe\u50cf URL<\/td>\n<\/tr>\n<tr>\n<td>\u80fd\u529b<\/td>\n<td>Tool Calling\u3001Thinking Mode\u3001Agent \u5de5\u4f5c\u6d41\u3001\u6d41\u5f0f\u8f93\u51fa<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u524d\u4ee3 Agnes-2.0-Flash \u5728 Claw-Eval&#xff08;Agent \u80fd\u529b\u57fa\u51c6&#xff09;\u4ee5 Pass&#064;3 60.9% \u6392\u540d\u5168\u7403\u7b2c 9&#xff0c;\u8d85\u8d8a Gemini \u548c MiniMax&#xff1b;\u5b98\u65b9\u79f0 2.5 \u5728\u6240\u6709\u57fa\u51c6\u4e0a\u5168\u9762\u8d85\u8d8a 2.0\u3002\u53e6\u6709\u65d7\u8230\u7248 Agnes-2.5-Pro \u5df2\u5728\u5185\u90e8\u5b8c\u6210\u8bad\u7ec3&#xff0c;\u5bf9\u6807 Claude Opus 4.8\u3002<\/p>\n<h4>2.2 \u56fe\u50cf\u6a21\u578b&#xff1a;Agnes-Image-2.1-Flash<\/h4>\n<ul>\n<li>\u6587\u751f\u56fe\u3001\u56fe\u751f\u56fe\u3001\u56fe\u50cf\u7f16\u8f91<\/li>\n<li>\u652f\u6301\u6700\u9ad8 4K&#xff08;4096\u00d74096&#xff09;\u9ad8\u6e05\u8f93\u51fa<\/li>\n<li>\u6587\u5b57\u6e32\u67d3\u4f18\u5316\u8f83\u597d&#xff1a;\u6d77\u62a5\u4e2d\u7684\u82f1\u6587\u5b57\u4f53\u6e05\u6670\u6709\u8bbe\u8ba1\u611f&#xff0c;\u907f\u514d\u4e86 AI \u751f\u56fe\u5e38\u89c1\u7684&#034;\u9b3c\u753b\u7b26&#034;<\/li>\n<li>\u514d\u8d39\u5f00\u653e\u9996\u5468\u751f\u6210\u4e86\u8d85 200 \u4e07\u5f20\u56fe\u7247<\/li>\n<\/ul>\n<h4>2.3 \u89c6\u9891\u6a21\u578b&#xff1a;Agnes-Video-2.0<\/h4>\n<ul>\n<li>\u6587\u751f\u89c6\u9891\u3001\u56fe\u751f\u89c6\u9891\u3001\u9996\u5c3e\u5e27\/\u5173\u952e\u5e27\u52a8\u753b<\/li>\n<li>\u539f\u751f\u540c\u6b65\u751f\u6210\u97f3\u9891&#xff08;\u97f3\u753b\u540c\u6b65&#xff09;<\/li>\n<li>\u652f\u6301 720P \/ 1080P<\/li>\n<li>\u514d\u8d39\u5f00\u653e\u9996\u5468\u4ea7\u51fa\u8d85 200 \u4e07\u79d2\u89c6\u9891<\/li>\n<li>\u5b98\u65b9\u9884\u544a Agnes 2.5 \u89c6\u9891\u6a21\u578b\u5728\u751f\u6210\u901f\u5ea6\u3001\u8fd0\u955c\u3001\u4e00\u81f4\u6027\u4e0a\u5927\u5e45\u5347\u7ea7<\/li>\n<\/ul>\n<h4>2.4 \u514d\u8d39\u653f\u7b56\u660e\u7ec6&#xff08;\u5efa\u8bae\u6536\u85cf&#xff09;<\/h4>\n<table>\n<tr>\u9879\u76ee\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u8d39\u7528<\/td>\n<td>\u8f93\u5165\u3001\u8f93\u51fa Token \u5747 $0<\/td>\n<\/tr>\n<tr>\n<td>\u6709\u6548\u671f<\/td>\n<td>\u65e0\u9650\u671f&#xff08;\u5b98\u65b9\u627f\u8bfa&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u7ed1\u5b9a\u4fe1\u7528\u5361<\/td>\n<td>\u4e0d\u9700\u8981<\/td>\n<\/tr>\n<tr>\n<td>\u9650\u5236<\/td>\n<td>\u514d\u8d39\u7248\u7ea6 30 RPM&#xff08;\u6bcf\u5206\u949f\u8bf7\u6c42\u6570&#xff09;&#xff0c;\u8fc7\u8f7d\u7a0d\u7b49\u91cd\u8bd5\u5373\u53ef<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u9891\u751f\u4ea7\u9700\u6c42<\/td>\n<td>\u53ef\u5347\u7ea7 Token Plan&#xff08;Starter \/ Plus \/ Pro \u4e09\u6863\u8ba2\u9605&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h3>\u4e09\u3001\u514d\u8d39\u4f7f\u7528\u6559\u7a0b&#xff1a;5 \u5206\u949f\u63a5\u5165\u4e09\u5927\u6a21\u578b<\/h3>\n<h4>3.1 \u83b7\u53d6 API Key<\/h4>\n<li>\u8bbf\u95ee\u5f00\u53d1\u8005\u5e73\u53f0 https:\/\/platform.agnes-ai.com<\/li>\n<li>\u6ce8\u518c\u767b\u5f55&#xff08;\u652f\u6301\u90ae\u7bb1 \/ Google \/ GitHub&#xff0c;\u65e0\u9700\u624b\u673a\u53f7&#xff09;<\/li>\n<li>\u4fa7\u8fb9\u680f\u300c\u8bbe\u7f6e\u300d\u2192\u300cAPI \u5bc6\u94a5\u300d\u2192 \u521b\u5efa\u65b0\u5bc6\u94a5<\/li>\n<li>\u590d\u5236 sk-xxxx \u5bc6\u94a5&#xff08;\u4ec5\u5c55\u793a\u4e00\u6b21&#xff0c;\u4e22\u5931\u9700\u91cd\u65b0\u521b\u5efa&#xff09;<\/li>\n<h4>3.2 \u6838\u5fc3\u914d\u7f6e&#xff08;\u5fc5\u8bb0&#xff09;<\/h4>\n<ul>\n<li>Base URL&#xff1a;https:\/\/apihub.agnes-ai.com\/v1&#xff08;\u56fd\u5185\u7528\u6237\u53ef\u7528 https:\/\/apihub.agnes-ai.cn\/v1&#xff09;<\/li>\n<li>\u5b8c\u5168\u517c\u5bb9 OpenAI \u683c\u5f0f&#xff1a;\u539f\u6709 OpenAI \u4ee3\u7801\u53ea\u6539 2 \u4e2a\u53c2\u6570\u5373\u53ef\u5207\u6362<\/li>\n<\/ul>\n<table>\n<tr>\u6a21\u578b ID\u7528\u9014\u63a5\u53e3<\/tr>\n<tbody>\n<tr>\n<td>agnes-2.5-flash<\/td>\n<td>\u5bf9\u8bdd \/ \u4ee3\u7801 \/ \u8bc6\u56fe \/ Agent<\/td>\n<td>\/chat\/completions<\/td>\n<\/tr>\n<tr>\n<td>agnes-image-2.1-flash<\/td>\n<td>\u6587\u751f\u56fe\u3001\u56fe\u751f\u56fe\u30014K<\/td>\n<td>\/images\/generations<\/td>\n<\/tr>\n<tr>\n<td>agnes-video-v2.0<\/td>\n<td>\u6587\u751f\u89c6\u9891\u3001\u56fe\u751f\u89c6\u9891&#xff08;\u5e26\u97f3\u9891&#xff09;<\/td>\n<td>\/videos<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>3.3 \u6587\u672c\u8c03\u7528<\/h4>\n<p><span class=\"token keyword\">from<\/span> openai <span class=\"token keyword\">import<\/span> OpenAI<\/p>\n<p>client <span class=\"token operator\">&#061;<\/span> OpenAI<span class=\"token punctuation\">(<\/span><br \/>\n    api_key<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;sk-\u4f60\u7684\u5bc6\u94a5&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    base_url<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;https:\/\/apihub.agnes-ai.com\/v1&#034;<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p>response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n    model<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;agnes-2.5-flash&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    messages<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u7528\u4e00\u53e5\u8bdd\u89e3\u91ca\u4ec0\u4e48\u662f MoE \u67b6\u6784&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    stream<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">for<\/span> chunk <span class=\"token keyword\">in<\/span> response<span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>chunk<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>delta<span class=\"token punctuation\">.<\/span>content <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">,<\/span> end<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>3.4 \u8bc6\u56fe&#xff08;\u591a\u6a21\u6001&#xff09;<\/h4>\n<p>response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n    model<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;agnes-2.5-flash&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    messages<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u63cf\u8ff0\u8fd9\u5f20\u56fe\u7247\u7684\u5185\u5bb9&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;image_url&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;image_url&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;url&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;https:\/\/example.com\/image.jpg&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">)<\/span><\/p>\n<h4>3.5 \u6587\u751f\u56fe<\/h4>\n<p>response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>images<span class=\"token punctuation\">.<\/span>generate<span class=\"token punctuation\">(<\/span><br \/>\n    model<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;agnes-image-2.1-flash&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    prompt<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u5927\u81ea\u7136\u4e2d\u4e00\u53ea\u53ef\u7231\u7684\u5c0f\u732b\u5728\u82b1\u4e1b\u91cc\u73a9\u800d&#xff0c;8K \u9ad8\u6e05&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    size<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;1280&#215;1024&#034;<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u6700\u9ad8\u652f\u6301 4096&#215;4096<\/span><br \/>\n    n<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span>data<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>url<span class=\"token punctuation\">)<\/span><\/p>\n<h4>3.6 \u89c6\u9891\u751f\u6210&#xff08;\u5f02\u6b65\u4efb\u52a1&#xff09;<\/h4>\n<p>\u89c6\u9891\u751f\u6210\u662f\u5f02\u6b65\u7684&#xff1a;\u5148\u63d0\u4ea4\u4efb\u52a1\u62ff\u5230 video_id&#xff0c;\u518d\u8f6e\u8be2\u4efb\u52a1\u72b6\u6001\u76f4\u5230\u5b8c\u6210\u53d6\u56de\u89c6\u9891\u5730\u5740\u3002\u6ce8\u610f seconds \u53c2\u6570\u9700\u4f20\u5b57\u7b26\u4e32\u3002GitHub \u4e0a\u5df2\u6709\u5f00\u6e90\u9879\u76ee ViMax-Agnes \u63d0\u4f9b\u5b8c\u6574\u7684\u957f\u89c6\u9891\u5206\u955c\u751f\u6210\u6d41\u7a0b\u53c2\u8003\u3002<\/p>\n<h4>3.7 \u63a5\u5165\u7b2c\u4e09\u65b9\u5de5\u5177&#xff08;\u96f6\u4ee3\u7801\u65b9\u6848&#xff09;<\/h4>\n<p>\u56e0\u4e3a\u517c\u5bb9 OpenAI \u683c\u5f0f&#xff0c;Agnes \u53ef\u4ee5\u76f4\u63a5\u63a5\u5165\u4e3b\u6d41 AI \u5de5\u5177&#xff0c;\u793e\u533a\u5df2\u6709\u5927\u91cf\u6559\u7a0b&#xff1a;<\/p>\n<ul>\n<li>Claude Code \/ Codex&#xff1a;\u7528 cc-switch \u6216 LiteLLM \u4ee3\u7406\u5207\u6362\u6a21\u578b\u6e90<\/li>\n<li>Trae IDE&#xff1a;\u8bbe\u7f6e \u2192 \u6a21\u578b \u2192 \u6dfb\u52a0\u81ea\u5b9a\u4e49\u6a21\u578b&#xff0c;\u586b\u5165\u6a21\u578b\u540d\u548c API \u5730\u5740<\/li>\n<li>WorkBuddy \/ Hermes&#xff1a;\u628a API \u5730\u5740\u548c\u6a21\u578b\u5217\u8868\u53d1\u7ed9 Agent&#xff0c;\u8ba9\u5b83\u81ea\u52a8\u6253\u5305\u6210 Skill \u8c03\u7528<\/li>\n<\/ul>\n<hr \/>\n<h3>\u56db\u3001AI \u7f16\u7a0b\u5de5\u5177&#xff1a;Agnes Code<\/h3>\n<p>\u9664\u4e86\u6a21\u578b&#xff0c;Sapiens AI \u8fd8\u63a8\u51fa\u4e86\u81ea\u5df1\u7684 AI \u7f16\u7a0b\u4ea7\u54c1\u7ebf&#xff1a;<\/p>\n<h4>4.1 Agnes Code \u684c\u9762 IDE<\/h4>\n<p>\u4e0e Agnes-2.5-Flash \u540c\u65e5&#xff08;7\u670813\u65e5&#xff09;\u4e0a\u7ebf\u7684\u684c\u9762\u7f16\u7a0b\u5de5\u5177&#xff0c;\u7edf\u4e00\u8d26\u53f7\u4f53\u7cfb&#xff0c;\u4e00\u5957\u79ef\u5206\u901a\u5403\u6240\u6709\u80fd\u529b\u3002<\/p>\n<h4>4.2 AgnesCode for VS Code<\/h4>\n<p>VS Code \u63d2\u4ef6\u5e02\u573a\u7684\u5b98\u65b9\u6269\u5c55&#xff08;\u53d1\u5e03\u8005 AgnesAI&#xff09;&#xff0c;\u628a Agnes-2.5-Flash \u76f4\u63a5\u5e26\u8fdb\u7f16\u8f91\u5668&#xff1a;\u4ee3\u7801\u8865\u5168\u3001\u8c03\u8bd5\u5efa\u8bae\u3001Agent \u5de5\u4f5c\u6d41&#xff0c;\u65e0\u9700\u79bb\u5f00 VS Code\u3002\u5b89\u88c5\u547d\u4ee4&#xff1a;ext install AgnesAI.SapiensAI\u3002<\/p>\n<h4>4.3 \u5b9e\u6218\u5b9a\u4f4d<\/h4>\n<p>SWE-bench Verified 75.6 \u5206\u610f\u5473\u7740\u5b83\u80fd\u505a\u8de8\u6587\u4ef6\u534f\u540c\u4fee\u6539\u3001\u4e3b\u52a8\u5b9a\u4f4d\u6d88\u9664 Bug\u3001\u4ece\u96f6\u6784\u5efa\u5b8c\u6574\u5e94\u7528\u3001\u534f\u8c03\u5341\u51e0\u4e2a\u76f8\u4e92\u4f9d\u8d56\u6587\u4ef6\u7684\u5927\u89c4\u6a21\u6539\u9020\u3002\u793e\u533a\u5b9e\u6d4b\u53cd\u9988&#xff1a;\u65e5\u5e38\u4ee3\u7801\u4efb\u52a1\u4e0e\u5934\u90e8\u4ed8\u8d39\u6a21\u578b\u7684\u4f53\u611f\u5dee\u8ddd\u4e0d\u5927&#xff0c;\u800c\u6210\u672c\u662f\u96f6\u2014\u2014\u5bf9\u6bcf\u6708 20 \u7f8e\u5143\u8ba2\u9605\u8d39\u611f\u5230\u8089\u75bc\u7684\u5f00\u53d1\u8005&#xff0c;\u8fd9\u662f\u4e00\u4e2a\u53ef\u4ee5\u76f4\u63a5\u4e0a\u624b\u9a8c\u8bc1\u7684\u66ff\u4ee3\u65b9\u6848\u3002<\/p>\n<hr \/>\n<h3>\u4e94\u3001\u521b\u4f5c\u8005\u4fa7&#xff1a;Pavo \u89c6\u9891\u521b\u4f5c\u5e73\u53f0<\/h3>\n<p>\u9762\u5411\u89c6\u9891\u521b\u4f5c\u8005&#xff0c;Agnes \u8fd8\u4e0a\u7ebf\u4e86 PC \u7aef\u521b\u4f5c\u5e73\u53f0 Pavo&#xff08;\u636e\u7532\u5b50\u5149\u5e74\u62a5\u9053&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\u56db\u5927\u6a21\u5757&#xff1a;Agent \u4e00\u53e5\u8bdd\u6210\u7247\u3001\u5267\u60c5\u77ed\u7247&#xff08;\u5267\u672c\u2192\u5206\u955c\u2192\u6210\u7247\u5168\u81ea\u52a8&#xff09;\u3001\u56fe\u7247\u751f\u6210\u3001\u89c6\u9891\u751f\u6210<\/li>\n<li>\u667a\u80fd\u6a21\u578b\u8def\u7531&#xff1a;\u7b80\u5355\u573a\u666f\u8c03\u7528\u81ea\u5bb6\u514d\u8d39\u6a21\u578b&#xff0c;\u590d\u6742\u8fd0\u955c\u8c03\u7528\u884c\u4e1a\u5934\u90e8\u6a21\u578b&#xff0c;\u6027\u4ef7\u6bd4\u6700\u4f18<\/li>\n<li>\u5df2\u96c6\u6210 Seedream\u3001Seedance\u3001Wan \u7b49\u7b2c\u4e09\u65b9\u6a21\u578b&#xff0c;\u4e00\u4e2a\u5e73\u53f0\u5b8c\u6210\u5168\u6d41\u7a0b<\/li>\n<\/ul>\n<p>\u5b9e\u6d4b\u6848\u4f8b&#xff1a;15 \u79d2\u8033\u673a\u7535\u5546\u5e7f\u544a\u7247\u4e0d\u5230 40 \u79d2\u751f\u6210&#xff1b;1 \u5206 41 \u79d2\u5bab\u5d0e\u9a8f\u98ce\u683c\u52a8\u753b\u77ed\u7247\u7ea6 15 \u5206\u949f\u5b8c\u6210\u2014\u2014\u8fc7\u53bb\u9700\u8981 2 \u5929\u3002<\/p>\n<hr \/>\n<h3>\u516d\u3001\u51b7\u9759\u63d0\u9192&#xff1a;\u514d\u8d39\u5348\u9910\u7684\u4e09\u6761\u8fb9\u754c<\/h3>\n<li>RPM \u9650\u5236\u662f\u771f\u5b9e\u7ea6\u675f&#xff1a;\u514d\u8d39\u7248\u7ea6 30 RPM&#xff0c;\u9002\u5408\u65e5\u5e38\u5f00\u53d1\u3001\u539f\u578b\u9a8c\u8bc1\u3001\u4e2a\u4eba\u9879\u76ee&#xff1b;\u5927\u89c4\u6a21\u81ea\u52a8\u5316 Agent \u9700\u5347\u7ea7 Token Plan\u3002<\/li>\n<li>\u4ec5\u9650\u81ea\u6709\u6a21\u578b&#xff1a;\u514d\u8d39\u7684\u662f Agnes \u81ea\u7814\u6a21\u578b&#xff0c;\u7b2c\u4e09\u65b9\u6a21\u578b\u7ecf\u5e73\u53f0\u8c03\u7528\u6309\u4f1a\u5458\u6536\u8d39\u3002<\/li>\n<li>\u4e0e\u9876\u7ea7\u65d7\u8230\u4ecd\u6709\u5dee\u8ddd&#xff1a;SWE-bench 75.6 vs Opus 4.8 \u7684 87.6&#xff0c;\u590d\u6742\u63a8\u7406\u4efb\u52a1\u4e0a\u4e0d\u8981\u6307\u671b\u5b83\u5b8c\u5168\u66ff\u4ee3\u4ed8\u8d39\u65d7\u8230\u2014\u2014\u5b83\u662f\u4f18\u79c0\u7684&#034;\u65e5\u5e38\u4e3b\u529b &#043; \u514d\u8d39\u5f39\u836f\u5e93&#034;&#xff0c;\u4e0d\u662f\u4e07\u80fd\u66ff\u4ee3\u54c1\u3002<\/li>\n<hr \/>\n<h3>\u603b\u7ed3&#xff1a;\u4e09\u4e2a\u6570\u5b57\u8bb0\u4f4f Agnes AI<\/h3>\n<table>\n<tr>\u7ef4\u5ea6\u6570\u5b57\u542b\u4e49<\/tr>\n<tbody>\n<tr>\n<td>\u4ef7\u683c<\/td>\n<td>$0<\/td>\n<td>\u6587\u672c&#043;\u56fe\u7247&#043;\u89c6\u9891 API \u65e0\u9650\u671f\u514d\u8d39<\/td>\n<\/tr>\n<tr>\n<td>\u80fd\u529b<\/td>\n<td>\u5168\u7403\u7b2c 9<\/td>\n<td>Claw-Eval Agent \u699c Pass&#064;3 60.9%<\/td>\n<\/tr>\n<tr>\n<td>\u7f16\u7801<\/td>\n<td>75.6<\/td>\n<td>SWE-bench Verified&#xff0c;\u903c\u8fd1\u7b2c\u4e00\u68af\u961f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Agnes AI 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