{"id":9435,"date":"2025-07-28T13:54:22","date_gmt":"2025-07-28T05:54:22","guid":{"rendered":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=9435"},"modified":"2025-07-28T13:54:23","modified_gmt":"2025-07-28T05:54:23","slug":"%e6%83%85%e5%a2%83%e5%b7%a5%e7%a8%8b%ef%bc%88context-engineering%ef%bc%89%e8%a7%a3%e6%9e%90%ef%bc%9a%e6%89%93%e9%80%a0%e5%af%a6%e7%94%a8-ai-agent-%e7%9a%84%e9%97%9c%e9%8d%b5%e6%8a%80%e5%b7%a7","status":"publish","type":"post","link":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=9435","title":{"rendered":"\u60c5\u5883\u5de5\u7a0b\uff08Context Engineering\uff09\u89e3\u6790\uff1a\u6253\u9020\u5be6\u7528 AI Agent \u7684\u95dc\u9375\u6280\u5de7,\u8207\u63d0\u793a\u5de5\u7a0b\uff08Prompt Engineering\uff09\u6709\u4ec0\u9ebc\u4e0d\u540c\uff1f"},"content":{"rendered":"\n<p>\u9019\u7bc7\u6587\u7ae0\u6df1\u5ea6\u89e3\u6790\u4e86\u9019\u500bAI\u6280\u8853\u9818\u57df\u7684\u65b0\u95dc\u9375\u8a5e,\u6307\u51fa\uff1a\u96a8\u8457\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u8d70\u5411\u666e\u53ca,\u771f\u6b63\u62c9\u958b\u7af6\u722d\u5dee\u8ddd\u7684,\u4e0d\u518d\u662f\u8ab0\u64c1\u6709\u6700\u5927\u7684\u6a21\u578b,\u800c\u662f\u8ab0\u80fd\u5920\u5efa\u69cb\u6700\u6709\u7d44\u7e54\u3001\u6700\u5177\u5f48\u6027\u7684\u60c5\u5883\u7ba1\u7dda\u3002\u6587\u7ae0\u7531\u57fa\u790e\u6982\u5ff5\u51fa\u767c,\u5e36\u4f60\u5f9e\u4e0b\u6307\u4ee4\uff08\u63d0\u793a\uff09\u601d\u7dad,\u8f49\u5411\u7d66\u80cc\u666f\uff08\u60c5\u5883\uff09\u908f\u8f2f\u3002\u4f5c\u8005\u5f15\u7528AI\u9818\u57df\u5c08\u5bb6 Andrej Karpathy\u7684\u8aaa\u6cd5,\u5c07\u60c5\u5883\u5de5\u7a0b\u5b9a\u7fa9\u70ba\u5728LLM\u7684\u5de5\u4f5c\u8a18\u61b6\u4e2d,\u653e\u5165\u6070\u7576\u7684\u8cc7\u8a0a,\u9032\u800c\u5354\u52a9\u6a21\u578b\u66f4\u6e96\u78ba\u5730\u7406\u89e3\u4efb\u52d9,\u505a\u51fa\u7b26\u5408\u4e0a\u4e0b\u6587\u7684\u53cd\u61c9\u3002\u7c21\u800c\u8a00\u4e4b,\u63d0\u793a\u5de5\u7a0b\u95dc\u6ce8\u7684\u662f\u300c\u4f60\u8aaa\u4e86\u4ec0\u9ebc\u300d,\u800c\u60c5\u5883\u5de5\u7a0b\u8655\u7406\u7684\u5247\u662f\u6a21\u578b\u9084\u9700\u8981\u77e5\u9053\u4ec0\u9ebc\u3002<\/p>\n\n\n\n<p>\u5728\u6b64\u7bc7\u6587\u7ae0\u4e2d,\u4f60\u5c07\u770b\u5230\u60c5\u5883\u5de5\u7a0b\u4e0d\u53ea\u662f\u4e00\u7a2e\u958b\u767c\u6280\u5de7,\u800c\u662f\u4e00\u6574\u5957\u6db5\u84cb\u60c5\u5883\u6aa2\u7d22\u3001\u8655\u7406\u8207\u7ba1\u7406\u7684\u7cfb\u7d71\u6027\u67b6\u69cb\u3002\u6587\u7ae0\u7279\u5225\u5206\u6790\u4e86\u56db\u7a2e\u5e38\u898b\u7684\u60c5\u5883\u5931\u6557\u985e\u578b,\u4f8b\u5982\u60c5\u5883\u6c61\u67d3\u3001\u60c5\u5883\u5206\u5fc3\u8207\u60c5\u5883\u885d\u7a81,\u6307\u51fa\u591a\u6578AI\u4ee3\u7406\u4eba\u5931\u6548,\u5176\u5be6\u4e26\u975e\u6a21\u578b\u80fd\u529b\u4e0d\u8db3,\u800c\u662f\u56e0\u70ba\u7f3a\u4e4f\u9ad8\u54c1\u8cea\u7684\u80cc\u666f\u8cc7\u8a0a\u3002\u9664\u4e86\u6280\u8853\u5206\u6790,\u672c\u7bc7\u6587\u7ae0\u4e5f\u6536\u9304\u4f86\u81eaMorgan Stanley\u3001Stripe\u3001Intercom\u7b49\u4f01\u696d\u7684\u771f\u5be6\u6848\u4f8b,\u8aaa\u660e\u60c5\u5883\u5de5\u7a0b\u5982\u4f55\u63d0\u5347\u5ba2\u6236\u9ad4\u9a57\u3001\u6539\u5584\u77e5\u8b58\u7ba1\u7406,\u751a\u81f3\u6210\u70ba\u958b\u767c\u4ee3\u7406\u4eba\u5f0f\u7cfb\u7d71\u4e0d\u53ef\u6216\u7f3a\u7684\u57fa\u790e\u3002\u4f8b\u5982Stripe\u5982\u4f55\u900f\u904e\u4ee3\u7406\u4eba\u5de5\u5177\u5305\u8b93AI\u81ea\u52d5\u8207API\u4e92\u52d5\u5b8c\u6210\u652f\u4ed8\u4efb\u52d9,\u6216\u662fIntercom\u5982\u4f55\u5728\u5ba2\u670d\u4ea4\u63a5\u6642\u81ea\u52d5\u7522\u51fa\u6458\u8981,\u9019\u4e9b\u90fd\u662f\u60c5\u5883\u5de5\u7a0b\u843d\u5730\u7684\u5be6\u4f8b\u3002<\/p>\n\n\n\n<p>\u6587\u7ae0\u9032\u4e00\u6b65\u6307\u51fa,\u60c5\u5883\u5de5\u7a0b\u4e0d\u50c5\u662f\u6280\u8853\u9078\u64c7,\u66f4\u662f\u8ca1\u52d9\u6c7a\u7b56\uff1a\u76f8\u5c0d\u65bc\u6602\u8cb4\u53c8\u7b28\u91cd\u7684\u6a21\u578b\u5fae\u8abf,\u63a1\u7528\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09\u70ba\u6838\u5fc3\u7684\u60c5\u5883\u8a2d\u8a08,\u66f4\u5177\u5f48\u6027\u8207\u6210\u672c\u6548\u76ca\u3002\u9019\u7a2e\u7b56\u7565\u7684\u6210\u529f,\u6b63\u5728\u50ac\u751f\u4e00\u500b\u5168\u65b0\u89d2\u8272\uff1a\u60c5\u5883\u5de5\u7a0b\u5e2b\uff08Context Engineer\uff09,\u4ed6\u5011\u5c07\u6210\u70ba\u4f01\u696dAI\u5718\u968a\u4e2d\u7684\u95dc\u9375\u4eba\u7269,\u8ca0\u8cac\u8a2d\u8a08\u8cc7\u8a0a\u6d41\u3001\u6574\u5408\u77e5\u8b58\u5eab,\u4e26\u78ba\u4fddAI\u4ee3\u7406\u4eba\u5728\u52d5\u614b\u74b0\u5883\u4e2d\u4f9d\u7136\u80fd\u505a\u51fa\u6b63\u78ba\u5224\u65b7\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u4f60\u95dc\u6ce8AI\u5de5\u7a0b\u3001\u5e0c\u671b\u7406\u89e3\u771f\u6b63\u6253\u9020\u5be6\u7528\u578bAI\u7cfb\u7d71\u7684\u5e95\u5c64\u908f\u8f2f,\u6b64\u7bc7\u6587\u7ae0\u4e0d\u50c5\u80fd\u5e6b\u4f60\u91d0\u6e05\u63d0\u793avs.\u60c5\u5883\u7684\u5dee\u7570,\u66f4\u80fd\u8b93\u4f60\u5c0d\u672a\u4f86AI\u61c9\u7528\u7684\u8a2d\u8a08\u7b56\u7565,\u7522\u751f\u5168\u65b0\u7684\u8996\u89d2\u8207\u60f3\u50cf\u3002<\/p>\n\n\n\n<p>\u95b1\u8b80\u5b8c\u6574\u6587\u7ae0: <a href=\"https:\/\/ikala.ai\/zh-tw\/blog\/ikala-ai-insight\/introduction-to-context-engineering-ai-agent-vs-prompt-engineering\/\">https:\/\/ikala.ai\/zh-tw\/blog\/ikala-ai-insight\/introduction-to-context-engineering-ai-agent-vs-prompt-engineering\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9019\u7bc7\u6587\u7ae0\u6df1\u5ea6\u89e3\u6790\u4e86\u9019\u500bAI\u6280\u8853\u9818\u57df\u7684\u65b0\u95dc\u9375\u8a5e,\u6307\u51fa\uff1a\u96a8\u8457\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u8d70\u5411\u666e\u53ca,\u771f\u6b63\u62c9\u958b\u7af6\u722d\u5dee\u8ddd\u7684,\u4e0d\u518d\u662f\u8ab0\u64c1\u6709\u6700\u5927\u7684\u6a21\u578b,\u800c\u662f\u8ab0\u80fd\u5920\u5efa\u69cb\u6700\u6709\u7d44\u7e54\u3001\u6700\u5177\u5f48\u6027\u7684\u60c5\u5883\u7ba1\u7dda\u3002\u6587\u7ae0&hellip;<\/p>\n","protected":false},"author":4,"featured_media":9436,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[579],"tags":[26],"class_list":["post-9435","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-579","tag-ai"],"gutentor_comment":0,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2025\/07\/%E8%9E%A2%E5%B9%95%E6%93%B7%E5%8F%96%E7%95%AB%E9%9D%A2-2025-07-28-135359.png?fit=781%2C442&ssl=1","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/9435","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9435"}],"version-history":[{"count":1,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/9435\/revisions"}],"predecessor-version":[{"id":9437,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/9435\/revisions\/9437"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/media\/9436"}],"wp:attachment":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9435"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9435"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9435"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}