{"id":13198,"date":"2024-11-13T00:20:51","date_gmt":"2024-11-12T16:20:51","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=13198"},"modified":"2025-03-12T11:20:35","modified_gmt":"2025-03-12T03:20:35","slug":"context","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/context\/","title":{"rendered":"Context\uff1a\u65e0\u7f1d\u96c6\u6210\u5404\u7c7b\u6570\u636e\u6e90\u6e90\uff0c\u591a\u89d2\u8272Agent\u81ea\u52a8\u5316\u5b8c\u6210\u4e0d\u540c\u5de5\u4f5c\u573a\u666f\u5185\u5bb9"},"content":{"rendered":"<p>Context Autopilot \u662f\u4e00\u6b3e\u7531 Context \u516c\u53f8\u63a8\u51fa\u7684\u667a\u80fdAI\u751f\u4ea7\u529b\u5de5\u5177\uff0c\u65e8\u5728\u901a\u8fc7\u6df1\u5ea6\u96c6\u6210\u548c\u81ea\u52a8\u5316\u529e\u516c\u6765\u63d0\u5347\u56e2\u961f\u7684\u5de5\u4f5c\u6548\u7387\u3002\u8be5\u5de5\u5177\u5229\u7528\u5168\u7403\u9996\u4e2a\u4e0a\u4e0b\u6587\u5f15\u64ce Context-1\uff0c\u80fd\u591f\u4ece\u7528\u6237\u7684\u6570\u636e\u4e2d\u83b7\u53d6\u6df1\u5ea6\u5f15\u7528\u548c\u65b0\u9896\u89c1\u89e3\uff0c\u63d0\u4f9b\u51c6\u786e\u7684\u7b54\u6848\u3002Context Autopilot \u652f\u6301100\u591a\u79cd\u96c6\u6210\uff0c\u80fd\u591f\u65e0\u7f1d\u8fde\u63a5\u7528\u6237\u7684\u5404\u79cd\u6570\u636e\u6e90\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u751f\u6210\u548c\u7f16\u8f91\u4e13\u4e1a\u6587\u6863\u3001\u6f14\u793a\u6587\u7a3f\u548c\u6570\u636e\u53ef\u89c6\u5316\u3002<\/p>\n<p>Context \u50cf\u4eba\u7c7b\u4e00\u6837\u6839\u636e\u4e0d\u540c\u5de5\u4f5c\u4efb\u52a1\u601d\u8003\uff0c\u9002\u5408\u81ea\u52a8\u5316\u751f\u6210\u5546\u4e1a\u54a8\u8be2\u3001\u8d22\u52a1\u5206\u6790\u3001\u6570\u636e\u53ef\u89c6\u5316\u3001\u4f01\u4e1a\u62a5\u544a\u64b0\u5199\u3001\u9879\u76ee\u6f14\u793a\u6587\u7a3f\u3001\u6570\u636e\u5206\u6790\u7b49\u4e13\u4e1a\u5de5\u4f5c\u573a\u666f\u3002<\/p>\n<p><img decoding=\"async\" title=\"Context\uff1a\u63a5\u5165\u529e\u516c\u6587\u6863\u5e76\u751f\u6210\u5404\u7c7b\u5de5\u4f5c\u573a\u666f\u5185\u5bb9-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/9c62b94b96551ea.png\" alt=\"Context\uff1a\u63a5\u5165\u529e\u516c\u6587\u6863\u5e76\u751f\u6210\u5404\u7c7b\u5de5\u4f5c\u573a\u666f\u5185\u5bb9-1\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" title=\"Context\uff1a\u65e0\u7f1d\u96c6\u6210\u5404\u7c7b\u6570\u636e\u6e90\u6e90\uff0c\u591a\u89d2\u8272Agent\u81ea\u52a8\u5316\u751f\u6210\u4e0d\u540c\u5de5\u4f5c\u573a\u666f\u5185\u5bb9-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/9a028f98c79ff34.jpg\" alt=\"Context\uff1a\u65e0\u7f1d\u96c6\u6210\u5404\u7c7b\u6570\u636e\u6e90\u6e90\uff0c\u591a\u89d2\u8272Agent\u81ea\u52a8\u5316\u751f\u6210\u4e0d\u540c\u5de5\u4f5c\u573a\u666f\u5185\u5bb9-1\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u6df1\u5ea6\u5f15\u7528\u548c\u65b0\u9896\u89c1\u89e3<\/strong>\uff1a\u5229\u7528 Context-1 \u5f15\u64ce\uff0c\u4ece\u7528\u6237\u6570\u636e\u4e2d\u63d0\u53d6\u6df1\u5ea6\u5f15\u7528\u548c\u65b0\u9896\u89c1\u89e3\u3002<\/li>\n<li><strong>\u6570\u636e\u96c6\u6210<\/strong>\uff1a\u652f\u6301100\u591a\u79cd\u6570\u636e\u96c6\u6210\uff0c\u80fd\u591f\u65e0\u7f1d\u8fde\u63a5\u7528\u6237\u7684\u5404\u79cd\u6570\u636e\u6e90\u3002<\/li>\n<li><strong>\u6587\u6863\u751f\u6210\u548c\u7f16\u8f91<\/strong>\uff1a\u5feb\u901f\u751f\u6210\u548c\u7f16\u8f91\u4e13\u4e1a\u6587\u6863\uff0c\u5305\u62ec\u5408\u540c\u3001\u62a5\u544a\u7b49\u3002<\/li>\n<li><strong>\u6f14\u793a\u6587\u7a3f\u751f\u6210\u548c\u7f16\u8f91<\/strong>\uff1a\u5feb\u901f\u751f\u6210\u548c\u7f16\u8f91\u4e13\u4e1a\u6f14\u793a\u6587\u7a3f\uff0c\u4ece\u5ba2\u6237\u6f14\u793a\u5230\u5185\u90e8\u8bc4\u5ba1\u3002<\/li>\n<li><strong>\u6570\u636e\u53ef\u89c6\u5316<\/strong>\uff1a\u4f7f\u7528 Python \u521b\u5efa\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5206\u6790\u5927\u578b\u6570\u636e\u96c6\u3002<\/li>\n<li><strong>\u81ea\u7136\u8bed\u8a00\u547d\u4ee4<\/strong>\uff1a\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u547d\u4ee4\u6784\u5efa\u548c\u4fee\u6539\u590d\u6742\u7684\u8d22\u52a1\u6a21\u578b\uff0c\u5206\u6790\u6570\u636e\u8d8b\u52bf\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u6ce8\u518c\u8d26\u6237<\/strong>\uff1a\u70b9\u51fb\u9875\u9762\u53f3\u4e0a\u89d2\u7684\u201c\u6ce8\u518c\u201d\u6309\u94ae\uff0c\u586b\u5199\u76f8\u5173\u4fe1\u606f\u5b8c\u6210\u6ce8\u518c\u3002<\/li>\n<li><strong>\u4e0b\u8f7d\u8f6f\u4ef6<\/strong>\uff1a\u6ce8\u518c\u5b8c\u6210\u540e\uff0c\u767b\u5f55\u8d26\u6237\u5e76\u4e0b\u8f7d Context Autopilot \u5b89\u88c5\u5305\u3002<\/li>\n<li><strong>\u5b89\u88c5\u8f6f\u4ef6<\/strong>\uff1a\u8fd0\u884c\u4e0b\u8f7d\u7684\u5b89\u88c5\u5305\uff0c\u6309\u7167\u63d0\u793a\u5b8c\u6210\u5b89\u88c5\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u767b\u5f55\u8d26\u6237<\/strong>\uff1a\u6253\u5f00 Context Autopilot \u8f6f\u4ef6\uff0c\u8f93\u5165\u6ce8\u518c\u65f6\u7684\u8d26\u6237\u4fe1\u606f\u8fdb\u884c\u767b\u5f55\u3002<\/li>\n<li><strong>\u6570\u636e\u96c6\u6210<\/strong>\uff1a\u5728\u4e3b\u754c\u9762\u9009\u62e9\u201c\u6570\u636e\u96c6\u6210\u201d\u9009\u9879\uff0c\u6309\u7167\u63d0\u793a\u8fde\u63a5\u9700\u8981\u96c6\u6210\u7684\u6570\u636e\u6e90\u3002<\/li>\n<li><strong>\u751f\u6210\u6587\u6863<\/strong>\uff1a\u9009\u62e9\u201c\u6587\u6863\u751f\u6210\u201d\u529f\u80fd\uff0c\u8f93\u5165\u76f8\u5173\u4fe1\u606f\uff0c\u8f6f\u4ef6\u4f1a\u81ea\u52a8\u751f\u6210\u4e13\u4e1a\u6587\u6863\u3002<\/li>\n<li><strong>\u7f16\u8f91\u6587\u6863<\/strong>\uff1a\u5728\u751f\u6210\u7684\u6587\u6863\u57fa\u7840\u4e0a\uff0c\u53ef\u4ee5\u4f7f\u7528\u5185\u7f6e\u7684\u7f16\u8f91\u5de5\u5177\u8fdb\u884c\u4fee\u6539\u548c\u5b8c\u5584\u3002<\/li>\n<li><strong>\u521b\u5efa\u6f14\u793a\u6587\u7a3f<\/strong>\uff1a\u9009\u62e9\u201c\u6f14\u793a\u6587\u7a3f\u751f\u6210\u201d\u529f\u80fd\uff0c\u8f93\u5165\u76f8\u5173\u4fe1\u606f\uff0c\u8f6f\u4ef6\u4f1a\u81ea\u52a8\u751f\u6210\u4e13\u4e1a\u6f14\u793a\u6587\u7a3f\u3002<\/li>\n<li><strong>\u6570\u636e\u53ef\u89c6\u5316<\/strong>\uff1a\u9009\u62e9\u201c\u6570\u636e\u53ef\u89c6\u5316\u201d\u529f\u80fd\uff0c\u4f7f\u7528 Python \u4ee3\u7801\u521b\u5efa\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5206\u6790\u6570\u636e\u8d8b\u52bf\u3002<\/li>\n<li><strong>\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u547d\u4ee4<\/strong>\uff1a\u5728\u201c\u81ea\u7136\u8bed\u8a00\u547d\u4ee4\u201d\u754c\u9762\uff0c\u8f93\u5165\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff0c\u8f6f\u4ef6\u4f1a\u81ea\u52a8\u6267\u884c\u76f8\u5e94\u7684\u64cd\u4f5c\uff0c\u5982\u6784\u5efa\u8d22\u52a1\u6a21\u578b\u3001\u5206\u6790\u6570\u636e\u8d8b\u52bf\u7b49\u3002<\/li>\n<\/ol>\n<h3>\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u6df1\u5ea6\u5f15\u7528\u548c\u65b0\u9896\u89c1\u89e3<\/strong>\uff1a\u5728\u4e3b\u754c\u9762\u9009\u62e9\u201c\u6df1\u5ea6\u5f15\u7528\u201d\u529f\u80fd\uff0c\u8f93\u5165\u9700\u8981\u5206\u6790\u7684\u6570\u636e\uff0c\u8f6f\u4ef6\u4f1a\u81ea\u52a8\u63d0\u53d6\u6df1\u5ea6\u5f15\u7528\u548c\u65b0\u9896\u89c1\u89e3\u3002<\/li>\n<li><strong>\u6570\u636e\u96c6\u6210<\/strong>\uff1a\u5728\u201c\u6570\u636e\u96c6\u6210\u201d\u754c\u9762\uff0c\u9009\u62e9\u9700\u8981\u96c6\u6210\u7684\u6570\u636e\u6e90\uff0c\u6309\u7167\u63d0\u793a\u5b8c\u6210\u8fde\u63a5\u3002<\/li>\n<li><strong>\u6587\u6863\u751f\u6210\u548c\u7f16\u8f91<\/strong>\uff1a\u5728\u201c\u6587\u6863\u751f\u6210\u201d\u754c\u9762\uff0c\u8f93\u5165\u76f8\u5173\u4fe1\u606f\uff0c\u8f6f\u4ef6\u4f1a\u81ea\u52a8\u751f\u6210\u6587\u6863\u3002\u751f\u6210\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528\u5185\u7f6e\u7684\u7f16\u8f91\u5de5\u5177\u8fdb\u884c\u4fee\u6539\u548c\u5b8c\u5584\u3002<\/li>\n<li><strong>\u6f14\u793a\u6587\u7a3f\u751f\u6210\u548c\u7f16\u8f91<\/strong>\uff1a\u5728\u201c\u6f14\u793a\u6587\u7a3f\u751f\u6210\u201d\u754c\u9762\uff0c\u8f93\u5165\u76f8\u5173\u4fe1\u606f\uff0c\u8f6f\u4ef6\u4f1a\u81ea\u52a8\u751f\u6210\u6f14\u793a\u6587\u7a3f\u3002\u751f\u6210\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528\u5185\u7f6e\u7684\u7f16\u8f91\u5de5\u5177\u8fdb\u884c\u4fee\u6539\u548c\u5b8c\u5584\u3002<\/li>\n<li><strong>\u6570\u636e\u53ef\u89c6\u5316<\/strong>\uff1a\u5728\u201c\u6570\u636e\u53ef\u89c6\u5316\u201d\u754c\u9762\uff0c\u8f93\u5165 Python \u4ee3\u7801\uff0c\u8f6f\u4ef6\u4f1a\u81ea\u52a8\u751f\u6210\u6570\u636e\u53ef\u89c6\u5316\u56fe\u8868\u3002<\/li>\n<li><strong>\u81ea\u7136\u8bed\u8a00\u547d\u4ee4<\/strong>\uff1a\u5728\u201c\u81ea\u7136\u8bed\u8a00\u547d\u4ee4\u201d\u754c\u9762\uff0c\u8f93\u5165\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff0c\u8f6f\u4ef6\u4f1a\u81ea\u52a8\u6267\u884c\u76f8\u5e94\u7684\u64cd\u4f5c\uff0c\u5982\u6784\u5efa\u8d22\u52a1\u6a21\u578b\u3001\u5206\u6790\u6570\u636e\u8d8b\u52bf\u7b49\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>\u5f15\u5165 Context Autopilot<\/h2>\n<p>\u5728<strong>Context<\/strong>\uff0c\u6211\u4eec\u5f88\u9ad8\u5174\u63a8\u51fa<strong>Autopilot<\/strong>\u00a0\u2014 \u4e00\u6b3e\u50cf\u60a8\u4e00\u6837\u5b66\u4e60\u3001\u50cf\u60a8\u4e00\u6837\u601d\u8003\u3001\u50cf\u60a8\u4e00\u6837\u4f7f\u7528\u5de5\u5177\u7684 AI \u751f\u4ea7\u529b\u5957\u4ef6\u3002Autopilot \u7531\u4e16\u754c\u4e0a\u7b2c\u4e00\u4e2a<strong>\u4e0a\u4e0b\u6587\u5f15\u64ce<\/strong>\u63d0\u4f9b\u652f\u6301\uff0c\u65e8\u5728\u4e0e\u60a8\u73b0\u6709\u7684\u5de5\u4f5c\u6d41\u7a0b\u65e0\u7f1d\u96c6\u6210\uff0c\u80fd\u591f\u5904\u7406\u5f53\u4eca\u5927\u591a\u6570\u4fe1\u606f\u5de5\u4f5c\u3002<\/p>\n<p><strong>\u91cd\u65b0\u601d\u8003\u4eba\u5de5\u667a\u80fd\u7684\u5de5\u5177<\/strong><\/p>\n<p>\u968f\u7740\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM) \u53d8\u5f97\u8d8a\u6765\u8d8a\u667a\u80fd\uff0c\u6211\u4eec\u4f7f\u7528\u7684\u5de5\u5177\u4e5f\u9700\u8981\u968f\u4e4b\u53d1\u5c55\u3002\u4f20\u7edf\u8f6f\u4ef6\u662f\u4e3a\u4eba\u5de5\u8f93\u5165\u800c\u6784\u5efa\u7684 \u2014 \u2014 \u8fd9\u4e00\u4f20\u7edf\u53ef\u4ee5\u8ffd\u6eaf\u5230 20 \u4e16\u7eaa 70 \u5e74\u4ee3\u3002\u8fd9\u79cd\u6a21\u5f0f\u6b63\u5728\u53d1\u751f\u53d8\u5316\uff0c\u672a\u6765\u7684\u6838\u5fc3\u662f\u751f\u6210\u6027\u3002\u5f53\u524d\u7684\u89e3\u51b3\u65b9\u6848\u901a\u5e38\u662f\u589e\u91cf\u5f0f\u7684\u3001\u4e0d\u53ef\u89e3\u91ca\u7684\uff0c\u6216\u8005\u9700\u8981\u6539\u53d8\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4ece\u800c\u9650\u5236\u4e86\u5b83\u4eec\u7684\u91c7\u7528\u548c\u5b9e\u7528\u6027\u3002<\/p>\n<p><strong>\u57fa\u4e8e LLM \u7684\u64cd\u4f5c\u7cfb\u7edf<\/strong><\/p>\n<p>Autopilot \u901a\u8fc7\u63d0\u4f9b\u57fa\u4e8e LLM \u7684\u64cd\u4f5c\u7cfb\u7edf\u6765\u89e3\u51b3\u8fd9\u4e9b\u6311\u6218\uff0c\u5728\u8be5\u7cfb\u7edf\u4e2d\uff0c\u6a21\u578b\u6210\u4e3a\u4e3b\u8981\u7684\u534f\u8c03\u5668\u548c\u63a8\u7406\u5668\uff0c\u4e0e\u6211\u4eec\u7684\u4e0a\u4e0b\u6587\u5f15\u64ce\u534f\u540c\u5de5\u4f5c\u3002\u5b83\u901a\u8fc7\u63d0\u4f9b\u4e13\u7528\u5de5\u5177\u548c\u7a00\u7f3a\u7684\u60c5\u5883\u4e0a\u4e0b\u6587\u6765\u89e3\u9664\u6a21\u578b\u7684\u675f\u7f1a\uff0c\u4f7f\u5b83\u4eec\u80fd\u591f\u89e3\u6790\u7ec4\u7ec7\u5e76\u66f4\u50cf\u4eba\u7c7b\u4e00\u6837\u601d\u8003\u3002<\/p>\n<p>Autopilot \u62e5\u6709\u81ea\u5df1\u7684\u5de5\u4f5c\u7a7a\u95f4\uff0c\u76f4\u63a5\u8fde\u63a5\u5230 Drive \u548c Sharepoint \u7b49\u670d\u52a1\u3001Slack \u548c Email \u7b49\u901a\u4fe1\u6e20\u9053\u4ee5\u53ca\u5ba2\u6237\u6587\u6863\u3001\u4e2a\u4eba\u7b14\u8bb0\u548c\u5916\u90e8\u6570\u636e\u5e93\u3002<\/p>\n<p><strong>\u4e0e\u73b0\u6709\u5de5\u4f5c\u6d41\u7a0b\u65e0\u7f1d\u96c6\u6210<\/strong><\/p>\n<p>Autopilot \u4f7f\u7528\u4e0e\u60a8\u76f8\u540c\u7684\u5de5\u5177\u6784\u5efa\u9879\u76ee\u3002\u5b83\u53ef\u4ee5\u4f7f\u7528\u5b8c\u6574\u7684\u529e\u516c\u5957\u4ef6\u3001\u6d4f\u89c8\u5668\u548c\u4ee3\u7801\u7f16\u8f91\u5668\u3002Autopilot \u5e94\u7528\u7a0b\u5e8f\u4e13\u4e3a\u5176\u81ea\u8eab\u800c\u8bbe\u8ba1\uff0c\u652f\u6301\u76f4\u63a5\u72b6\u6001\u64cd\u4f5c\u548c\u590d\u6742\u7684\u591a\u6b65\u9aa4\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n<p>\u8fd9\u4e3a\u4eba\u5de5\u667a\u80fd\u63d0\u4f9b\u4e86\u4eba\u7c7b\u6240\u9700\u7684\u5fc5\u8981\u77e5\u8bc6\uff0c\u4ee5\u5b9e\u73b0\u6709\u610f\u4e49\u7684\u7406\u89e3\u548c\u4e92\u52a8\u3002\u81ea\u52a8\u9a7e\u9a76\u4eea\u80fd\u591f\u79ef\u6781\u5730\u4e0e\u7528\u6237\u5408\u4f5c\uff0c\u8be2\u95ee\u504f\u597d\u548c\u4fe1\u606f\uff0c\u83b7\u53d6\u53cd\u9988\uff0c\u5e76\u5e76\u884c\u6267\u884c\u4efb\u52a1\uff0c\u540c\u65f6\u8ba9\u60a8\u4e13\u6ce8\u4e8e\u6700\u91cd\u8981\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u901a\u8fc7\u5b9e\u65f6\u62a5\u544a\u8fdb\u5ea6\uff0c\u5b83\u5b9e\u73b0\u4e86\u6301\u7eed\u7684\u4eba\u673a\u534f\u4f5c\u3002\u9762\u5bf9\u590d\u6742\u7684\u6311\u6218\u65f6\uff0cAutopilot \u53ef\u4ee5\u81ea\u6211\u590d\u5236\uff0c\u7ec4\u5efa\u6210\u7fa4\u7684\u534f\u4f5c\u4ee3\u7406\uff0c\u4e13\u6ce8\u4e8e\u4e00\u4e2a\u5171\u540c\u7684\u76ee\u6807\u3002\u8fd9\u53ef\u4ee5\u9ad8\u6548\u5730\u59d4\u6d3e\u548c\u6267\u884c\u4efb\u52a1\uff0c\u5c31\u50cf\u4e00\u4e2a\u534f\u8c03\u826f\u597d\u7684\u56e2\u961f\u4e00\u6837\u3002<\/p>\n<p><strong>\u5185\u5b58\u5806\u6808\uff1a\u4e3a\u4e0a\u4e0b\u6587\u5f15\u64ce\u63d0\u4f9b\u52a8\u529b<\/strong><\/p>\n<p><strong>\u6240\u6709\u8fd9\u4e9b\u90fd\u662f\u7531 Autopilot \u7684\u5185\u5b58\u5806\u6808<\/strong>\u5b9e\u73b0\u7684\uff0c\u5b83\u8d85\u8d8a\u4e86\u5171\u4eab\u5de5\u4f5c\u533a\uff0c\u4ee5\u786e\u4fdd\u6587\u4ef6\u7cfb\u7edf\u548c\u8f93\u5165\u4e4b\u95f4\u7684\u4e00\u81f4\u6027\u3002\u5b83\u652f\u6301\u6301\u7eed\u7684\u53cd\u5c04\u548c\u8f93\u51fa\u8fed\u4ee3\u2014\u2014\u8fd9\u5c31\u662f\u4e0a\u4e0b\u6587\u5f15\u64ce\u3002<\/p>\n<p><strong>\u4e0a\u4e0b\u6587\u5f15\u64ce\uff1a\u4e00\u79cd\u65b0\u8303\u5f0f<\/strong><\/p>\n<p>\u4e0a\u4e0b\u6587\u5f15\u64ce\u5141\u8bb8\u6a21\u578b\u5bf9\u5927\u91cf\u77e5\u8bc6\u8fdb\u884c\u63a8\u7406\uff0c\u5e76\u771f\u6b63\u7406\u89e3\u3002\u8fd9\u4e5f\u662f Autopilot \u80fd\u591f\u89c4\u5212\u3001\u63a8\u7406\u548c\u6267\u884c\u9700\u8981\u6570\u767e\u6b65\u7684\u4efb\u52a1\u7684\u539f\u56e0\u3002<\/p>\n<p>\u68c0\u7d22\u589e\u5f3a\u751f\u6210 (<a href=\"https:\/\/www.kdjingpai.com\/pt\/rag\/\">RAG<\/a>) \u4ece\u6839\u672c\u4e0a\u53d7\u5230\u641c\u7d22\u67b6\u6784\u7684\u9650\u5236\uff0c\u53ea\u80fd\u6269\u5c55\u5230\u5c11\u6570\u8bed\u4e49\u76f8\u4f3c\u7684\u6570\u636e\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cAutopilot \u7684\u4e0a\u4e0b\u6587\u5f15\u64ce\u53ef\u8ba9\u5927\u91cf\u4ee3\u7406\u4e0d\u65ad\u904d\u5386\u60a8\u7684\u77e5\u8bc6\u5e93\uff0c\u8ffd\u8e2a\u65b0\u8def\u5f84\uff0c\u53d1\u73b0\u8054\u7cfb\u5e76\u53d1\u6398\u89c1\u89e3\u3002\u901a\u8fc7\u63d0\u70bc\u6570\u5343\u6b21\u4ea4\u4e92\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u5e9e\u5927\u7684\u4e0a\u4e0b\u6587\u4e2d\u63d0\u4f9b\u5c16\u7aef\u60c5\u62a5\uff0c\u800c\u4e0d\u4f1a\u51fa\u73b0\u4e0e\u957f\u4e0a\u4e0b\u6587\u6a21\u578b\u76f8\u5173\u7684\u6027\u80fd\u4e0b\u964d\u3002<\/p>\n<p>\u4e0a\u4e0b\u6587\u662f\u52a8\u6001\u7684\uff0c\u5b83\u53ef\u4ee5\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u4e0d\u65ad\u5b66\u4e60\u5e76\u7ea0\u6b63\u9519\u8bef\u3002Autopilot \u4e0d\u65ad\u76d1\u63a7\u4f20\u5165\u7684\u4fe1\u606f\uff0c\u5e76\u901a\u8fc7\u67e5\u8be2\u5916\u90e8\u6570\u636e\u6e90\u81ea\u4e3b\u5b8c\u5584\u81ea\u8eab\u3002\u8fd9\u53ef\u4ee5\u5b9e\u73b0\u6df1\u5165\u7684\u4efb\u52a1\u7406\u89e3\u548c\u6280\u80fd\u83b7\u53d6\u2014\u2014Autopilot \u53ef\u4ee5\u50cf\u4efb\u4f55\u5458\u5de5\u4e00\u6837\u63a5\u53d7\u60a8\u9009\u62e9\u7684\u6307\u4ee4\u96c6\u7684\u57f9\u8bad\u3002<\/p>\n<p><strong>\u6280\u672f\u8bc4\u4f30\uff1a\u5bf9\u4e0a\u4e0b\u6587\u5f15\u64ce\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5<\/strong><\/p>\n<p>\u4e3a\u4e86\u8bc4\u4f30\u6211\u4eec\u7684\u4e0a\u4e0b\u6587\u5f15\u64ce\u7684\u6709\u6548\u6027\uff0c\u6211\u4eec\u4f7f\u7528\u4e24\u4e2a\u7efc\u5408\u57fa\u51c6\u5c06\u5176\u4e0e\u5176\u4ed6\u524d\u6cbf\u6a21\u578b\u548c RAG \u5b9e\u73b0\u8fdb\u884c\u4e86\u5bf9\u6bd4\uff1a<\/p>\n<ul>\n<li><strong>HELMET<\/strong>\uff1a<em>\u5982\u4f55\u6709\u6548\u5f7b\u5e95\u5730\u8bc4\u4f30\u957f\u4e0a\u4e0b\u6587\u8bed\u8a00\u6a21\u578b<\/em>(Yen \u7b49\u4eba\uff0c2024)<\/li>\n<li><strong>LOFT<\/strong>\uff1a<em>\u957f\u4e0a\u4e0b\u6587\u524d\u6cbf\u57fa\u51c6\u6d4b\u8bd5\uff0c<\/em>\u5f15\u5165\u4e8e<em>\u300a\u957f\u4e0a\u4e0b\u6587\u8bed\u8a00\u6a21\u578b\u80fd\u5426\u5305\u542b\u68c0\u7d22\u3001RAG\u3001SQL \u7b49\uff1f\u300b<\/em>\uff08Lee \u7b49\u4eba\uff0c2024 \u5e74\uff09<\/li>\n<\/ul>\n<p><strong>\u4f20\u7edf\u57fa\u51c6\u7684\u5c40\u9650\u6027<\/strong><\/p>\n<p>\u6d41\u884c\u7684\u201c\u5927\u6d77\u635e\u9488\u201d\u6d4b\u8bd5\u8bc4\u4f30\u6a21\u578b\u5728\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3\u5185\u5b9a\u4f4d\u7279\u5b9a\u4fe1\u606f\u7684\u80fd\u529b\u3002\u7136\u800c\uff0c\u51e0\u4e4e\u6240\u6709\u6a21\u578b\u90fd\u5df2\u7ecf\u9971\u548c\uff0c\u5e76\u4e14\u4e0e\u5b9e\u9645\u6027\u80fd\u51e0\u4e4e\u6ca1\u6709\u5173\u8054\u3002HELMET \u663e\u8457\u6539\u8fdb\u4e86\u73b0\u6709\u7684\u957f\u4e0a\u4e0b\u6587\u57fa\u51c6\uff0c\u5e76\u89e3\u51b3\u4e86\u5176\u4ed6\u6d41\u884c\u57fa\u51c6\uff08\u5982 RULER\uff09\u7684\u7f3a\u70b9\u3002<\/p>\n<p><strong>HELMET \u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c<\/strong><\/p>\n<p><strong> <img decoding=\"async\" title=\"Context\uff1a\u65e0\u7f1d\u96c6\u6210\u5404\u7c7b\u6570\u636e\u6e90\u6e90\uff0c\u591a\u89d2\u8272Agent\u81ea\u52a8\u5316\u751f\u6210\u4e0d\u540c\u5de5\u4f5c\u573a\u666f\u5185\u5bb9-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/8eb876df65dda23.jpg\" alt=\"Context\uff1a\u65e0\u7f1d\u96c6\u6210\u5404\u7c7b\u6570\u636e\u6e90\u6e90\uff0c\u591a\u89d2\u8272Agent\u81ea\u52a8\u5316\u751f\u6210\u4e0d\u540c\u5de5\u4f5c\u573a\u666f\u5185\u5bb9-1\" \/> \u56fe 1<\/strong>\u5c55\u793a\u4e86\u524d\u6cbf LCLM\uff08Llama-3.1 8B\/70B\u3001GPT-4omini\u3001GPT-4o-08-06 \u548c Gemini-1.5 Flash\/Pro\uff09\u5728 128k \u4e2a <a href=\"https:\/\/www.kdjingpai.com\/pt\/tokenization\/\">token<\/a> \u8f93\u5165\u957f\u5ea6\u4e0b\u7684\u957f\u4e0a\u4e0b\u6587\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\u3002\u51fa\u73b0\u4e86\u610f\u60f3\u4e0d\u5230\u7684\u8d8b\u52bf\uff1a\u5728 RULER \u4e0a\uff0cLlama 8B \u7684\u8868\u73b0\u4f18\u4e8e Llama 70B\uff0c\u800c <a href=\"https:\/\/www.kdjingpai.com\/pt\/geminibardgubu\/\">Gemini<\/a> 1.5 Flash \u7684\u8868\u73b0\u4f18\u4e8e Gemini 1.5 Pro\u3002\u540c\u6837\uff0c\u5728 InfiniteBench \u4e0a\uff0cLlama 8B \u7684\u8868\u73b0\u4f18\u4e8e Llama 70B\uff0c\u800c\u5728\u201c\u5927\u6d77\u635e\u9488\u201d\u4e0a\uff0cGemini 1.5 Flash \u7684\u8868\u73b0\u4f18\u4e8e Gemini 1.5 Pro\u3002\u53e6\u4e00\u65b9\u9762\uff0cHELMET \u5bf9\u8fd9\u4e9b\u524d\u6cbf\u6a21\u578b\u7684\u6392\u540d\u66f4\u4e3a\u4e00\u81f4\u3002<\/p>\n<p><strong> <img decoding=\"async\" title=\"Context\uff1a\u65e0\u7f1d\u96c6\u6210\u5404\u7c7b\u6570\u636e\u6e90\u6e90\uff0c\u591a\u89d2\u8272Agent\u81ea\u52a8\u5316\u751f\u6210\u4e0d\u540c\u5de5\u4f5c\u573a\u666f\u5185\u5bb9-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/9664446b7a4fc3f.jpg\" alt=\"Context\uff1a\u65e0\u7f1d\u96c6\u6210\u5404\u7c7b\u6570\u636e\u6e90\u6e90\uff0c\u591a\u89d2\u8272Agent\u81ea\u52a8\u5316\u751f\u6210\u4e0d\u540c\u5de5\u4f5c\u573a\u666f\u5185\u5bb9-1\" \/> \u56fe 2<\/strong>\u6bd4\u8f83\u4e86 ZeroSCROLLS\u3001LongBench\u3001L-Eval\u3001RULER\u3001\u221eBENCH \u548c HELMET \u7b49\u957f\u4e0a\u4e0b\u6587\u57fa\u51c6\u3002HELMET \u5177\u6709\u4e03\u4e2a\u4e0d\u540c\u7684\u4efb\u52a1\u7c7b\u522b\uff0c\u5b83\u4eec\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u8f83\u4f4e\u3002\u5b83\u652f\u6301\u5bf9\u5927\u4e8e 128k \u4e2a\u6807\u8bb0\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u5927\u5c0f\u8fdb\u884c\u8bc4\u4f30\uff1b\u4f46\u662f\uff0c\u5b98\u65b9\u5b58\u50a8\u5e93\u76ee\u524d\u652f\u6301\u5bf9\u9ad8\u8fbe 128k \u4e2a\u6807\u8bb0\u4e0a\u4e0b\u6587\u5927\u5c0f\u7684\u8bc4\u4f30\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u6211\u4eec\u4f7f\u7528 LOFT \u6765\u8bc4\u4f30\u66f4\u957f\u4e0a\u4e0b\u6587\u5927\u5c0f\uff08\u7279\u522b\u662f 100 \u4e07\u4e2a\u6807\u8bb0\uff09\u7684\u6027\u80fd\u3002<\/p>\n<p><strong>\u8bc4\u4f30\u65b9\u6cd5<\/strong><\/p>\n<p>\u6211\u4eec\u4f7f\u7528\u4ee5\u4e0b\u53c2\u6570\u8fdb\u884c\u4e86\u8bc4\u4f30\uff1a<\/p>\n<ul>\n<li><strong>\u5934\u76d4<\/strong>\uff1a\u5728\u6574\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u7684\u968f\u673a 15\uff05 \u5b50\u96c6\u4e0a\u8fd0\u884c\u3002\n<ul>\n<li><strong>\u4efb\u52a1\u7c7b\u578b\u548c\u6307\u6807<\/strong>\uff1a\n<ul>\n<li><strong>RAG<\/strong>\uff1a\u5b50\u5b57\u7b26\u4e32\u7cbe\u786e\u5339\u914d<\/li>\n<li><strong>\u6bb5\u843d\u91cd\u65b0\u6392\u5e8f<\/strong>\uff1aNDCG@10\uff08\u6807\u51c6\u5316\u6298\u6263\u7d2f\u79ef\u589e\u76ca\uff09<\/li>\n<li><strong>\u5e26\u5f15\u6587\u7684\u751f\u6210<\/strong>\uff1a\u56de\u5fc6\/\u5f15\u7528<\/li>\n<li><strong>\u957f\u6587\u6863 QA<\/strong>\uff1a\u57fa\u4e8e\u6a21\u578b\/ROUGE F1\/\u51c6\u786e\u7387<\/li>\n<li><strong>\u6458\u8981<\/strong>\uff1a\u57fa\u4e8e\u6a21\u578b<\/li>\n<li><strong>\u591a\u6837\u672c\u60c5\u5883\u5b66\u4e60<\/strong>\uff1a\u51c6\u786e\u6027<\/li>\n<li><strong>\u7efc\u5408\u53ec\u56de<\/strong>\uff1a\u5b50\u5b57\u7b26\u4e32\u7cbe\u786e\u5339\u914d<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>LOFT<\/strong>\uff1a\u5728\u4e09\u4e2a\u4efb\u52a1\u7684\u968f\u673a 30\uff05 \u5b50\u96c6\u4e0a\u8fd0\u884c\u3002\n<ul>\n<li><strong>\u4efb\u52a1\u7c7b\u578b\u548c\u6307\u6807<\/strong>\uff1a\n<ul>\n<li><strong>RAG<\/strong>\uff1a\u5b50\u8de8\u5ea6\u7cbe\u786e\u5339\u914d<\/li>\n<li><strong>\u6587\u672c\u68c0\u7d22<\/strong>\uff1aRecall@1<\/li>\n<li><strong>SQL<\/strong>\uff1a\u51c6\u786e\u6027<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u7531\u4e8e\u5b98\u65b9\u5b58\u50a8\u5e93\u4e2d\u6ca1\u6709\u53ef\u7528\u4e8e\u6d4b\u8bd5 100 \u4e07\u4e2a token 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