{"id":11923,"date":"2024-04-02T16:25:46","date_gmt":"2024-04-02T08:25:46","guid":{"rendered":"https:\/\/ihower.tw\/blog\/?p=11923"},"modified":"2025-07-19T19:32:45","modified_gmt":"2025-07-19T11:32:45","slug":"aie-generative-ai","status":"publish","type":"post","link":"https:\/\/ihower.tw\/blog\/11923-aie-generative-ai","title":{"rendered":"\u611b\u597d AI Engineer \u9031\u5831\u00a0\ud83d\ude80 \u751f\u6210\u5f0f AI \u79d1\u666e\u548c\u4f7f\u7528\u5fc3\u5f97 #10"},"content":{"rendered":"\n
\"\"<\/figure>\n\n\n\n

\u6211\u662f ihower\uff0c\u9019\u4e00\u671f\u63a8\u85a6\u4e00\u4e9b\u79d1\u666e\u6027\u8cea\u3001\u5de5\u7a0b\u5e2b\u4f7f\u7528 ChatGPT \u7684\u5fc3\u5f97\u6587\u7ae0\u3002<\/p>\n\n\n\n

\ud83d\udd1d\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u6982\u8ff0 \u5f71\u7247<\/a><\/h3>\n\n\n\n

\u7247\u957718\u5206\u9418\u7684\u751f\u6210\u5f0f AI \u6982\u8ad6\uff0c\u4ecb\u7d39\u4e86 GenAI \u662f\u4ec0\u9ebc\u3001\u57fa\u672c\u539f\u7406\u3001AI \u6642\u4ee3\u7684\u5fc3\u614b\u7b49\u7b49\uff0c\u662f\u975e\u5e38\u68d2\u7684\u5165\u9580\u79d1\u666e\u5f71\u7247\uff0c\u63d2\u5716\u52d5\u756b\u975e\u5e38\u8b9a\uff0c\u63a8\u85a6\u7d66\u6240\u6709\u4eba\u3002<\/p>\n\n\n\n

\u4f5c\u8005 Henrik Kniberg \u4e5f\u883b\u773c\u719f\u7684\uff0c\u5341\u5e7e\u5e74\u524d\u770b\u904e\u4ed6\u7684 Scrum and XP from the Trenches \u66f8\uff0c\u662f\u5165\u9580 Scrum \u548c XP \u975e\u5e38\u68d2\u7684\u5165\u9580\u66f8\u3002<\/p>\n\n\n\n\n\n\n\n

\ud83d\udc4dPrompt from 0 to 1 in 30 minutes \u5165\u9580\u6295\u5f71\u7247<\/a><\/h3>\n\n\n\n

\u7c21\u5149\u6b63\u7684\u5165\u9580 ChatGPT \u7c21\u5831\uff0c\u975e\u5e38\u9069\u5408\u521d\u5b78\u8005\uff0c\u662f\u516c\u53f8\u5167\u63a8\u5ee3 AI \u7684\u5fc5\u63a8\u85a6\u5167\u5bb9\u3002<\/p>\n\n\n\n

\ud83c\udfafWhat I learned from looking at 900 most popular open source AI tools<\/a><\/h3>\n\n\n\n

Chip Huyen \u5206\u6790\u4e86 Github \u4e0a 900 \u500b AI \u76f8\u95dc\u7684\u958b\u6e90\u5c08\u6848\uff0c\u5206\u985e\u51fa\u4e00\u500b AI Stack:<\/p>\n\n\n\n

* Infrastructure \u57fa\u790e\u8a2d\u65bd
* Model development \u6a21\u578b\u958b\u767c
* Application development \u61c9\u7528\u958b\u767c
* Applications \u61c9\u7528\u8edf\u9ad4<\/p>\n\n\n\n

\u672c\u96fb\u5b50\u5831(\u4ee5\u53ca\u6211\u7684\u8ab2\u7a0b)\u7684\u5b9a\u4f4d\u4e3b\u8981\u5c31\u662f\u5728 Application development \u9019\u4e00\u5c64\u3002
<\/p>\n\n\n\n

\ud83d\udea7How I Won Singapore\u2019s GPT-4 Prompt Engineering Competition<\/a><\/h3>\n\n\n\n

\u4f5c\u8005\u5206\u4eab\u4ed6\u5982\u4f55\u8d0f\u5f97\u65b0\u52a0\u5761\u7684\u63d0\u793a\u5de5\u7a0b\u7af6\u8cfd\uff0c\u4f8b\u5982 CO-STAR framework \u63d0\u793a\u67b6\u69cb\u3001\u4f7f\u7528\u5206\u9694\u7b26\u865f\u5206\u6bb5\u6216 XML\u3001\u5982\u4f55\u4f7f\u7528 System Prompt\u3001\u4f55\u6642\u4f7f\u7528 Advanced Data Analysis \u9032\u884c\u8cc7\u6599\u5206\u6790\u7b49\u7b49\u3002<\/p>\n\n\n\n

\ud83d\udc4aHow I use ChatGPT daily (scientist\/coder perspective)<\/a><\/h3>\n\n\n\n

\u4f5c\u8005\u662f\u524d Google \u5de5\u7a0b\u5e2b\uff0c\u73fe\u5728\u662f NVIDIA \u7684\u7814\u7a76\u54e1\uff0c\u9019\u662f\u4ed6\u6a38\u5be6\u7684\u79d1\u5b78\u5bb6\u548c\u5de5\u7a0b\u5e2b\u4f7f\u7528\u7d93\u9a57\u5206\u4eab\u3002<\/p>\n\n\n\n

\u4f8b\u5982\u62ff\u4f86\u5beb command line \u6307\u4ee4\u3001\u5beb\u5c0f code script\u3001\u5beb  regular expressions\u3001\u6539\u5beb\u7a0b\u5f0f\u78bc\u3001\u88fd\u4f5c LaTeX\u3001\u6587\u5b57\u5de5\u4f5c\u3001\u5e6b\u52a9\u5b78\u7fd2\u3001\u5716\u50cf\u751f\u6210\u3001\u982d\u8166\u98a8\u66b4\u3001\u77e5\u8b58\u5eab\u7b49\u7b49\uff0c\u66ff\u4ee3\u4e86\u5f88\u591a\u539f\u5148\u4f7f\u7528 Google \u7684\u5834\u666f\u3002<\/p>\n\n\n\n

\ud83c\udf6dLLMs and programming in the first days of 2024<\/a><\/h3>\n\n\n\n

Antirez \u662f\u77e5\u540d\u8cc7\u6599\u5eab Redis \u7684\u5275\u8fa6\u4eba\uff0c\u9019\u662f\u4ed6\u5927\u91cf\u4f7f\u7528 LLMs \u52a0\u901f\u7a0b\u5f0f\u8a2d\u8a08\u7684\u7d93\u9a57\u3002<\/p>\n\n\n\n

* \u5be6\u7528\u6027: \u53ef\u4ee5\u4e0d\u7528\u6d6a\u8cbb\u7cbe\u795e\u80fd\u91cf\u5728\u4e0d\u503c\u5f97\u52aa\u529b\u7684\u4e8b\u60c5\u4e0a\uff0c\u4f8b\u5982\u641c\u5c0b\u7121\u8da3\u7684\u6587\u4ef6(\u53c8\u5674\u4e86 Google \u8d8a\u4f86\u8d8a\u96e3\u7528\u4e86)\u3001\u5b78\u7fd2\u904e\u65bc\u8907\u96dc\u7684 API\u3001\u5beb\u4e00\u4e9b\u7528\u904e\u5c31\u4e1f\u7684\u7a0b\u5f0f\u78bc\u7b49\u7b49
* \u5c40\u9650\u6027: \u5728\u7cfb\u7d71\u7a0b\u5f0f\u8a2d\u8a08\u548c\u6f14\u7b97\u6cd5\u5834\u666f\uff0c\u4ecd\u6709\u4e0d\u8db3<\/p>\n\n\n\n

\u7e3d\u4e4b\uff0c\u62d2\u7d55\u4f7f\u7528 LLMs \u662f\u4e0d\u660e\u667a\u7684\uff0c\u6211\u5011\u61c9\u8a72\u5b78\u6703\u5982\u4f55\u5411 LLMs \u63d0\u51fa\u597d\u7684\u554f\u984c\uff0c\u9019\u5c07\u662f\u57fa\u672c\u6280\u80fd\u3002
\u4e00\u4e9b\u91cd\u8907\u6027\u9ad8\u7684\u7a0b\u5f0f\u8a2d\u8a08\u5de5\u4f5c\u5c07\u88ab\u53d6\u4ee3\uff0c\u7a0b\u5f0f\u8a2d\u8a08\u5e2b\u9700\u8981\u601d\u8003\u81ea\u5df1\u7684\u5b9a\u4f4d\u3002
\u66f4\u4f55\u6cc1\uff0c \u5927\u90e8\u5206\u73fe\u4eca\u7684\u7a0b\u5f0f\u8a2d\u8a08\u90fd\u662f\u5728\u7a0d\u5fae\u4e0d\u540c\u7684\u5f62\u5f0f\u4e2d\u91cd\u8907\u8457\u76f8\u540c\u7684\u6771\u897f\u3002\u5176\u5be6\u4e26\u4e0d\u9700\u8981\u9ad8\u5ea6\u7684\u63a8\u7406\u80fd\u529b\u3002<\/p>\n\n\n\n

—-<\/p>\n\n\n\n

\u6700\u5f8c\uff0c\u6211\u7684\u4e0b\u4e00\u6b21\u5be6\u9ad4\u73ed\u958b\u8ab2\u662f\u548c\u751f\u6210\u5f0f AI \u5e74\u6703<\/a>\u5408\u4f5c\uff0c\u6703\u5728\u751f\u6210\u5f0f AI \u9031<\/a>\u6709\u4e00\u6574\u5929\u7684\u5de5\u4f5c\u574a\uff0c\u6b61\u8fce\u5831\u540d<\/a>\u53c3\u52a0\u3002<\/p>\n\n\n\n

\"\"<\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"

\u6211\u662f ihower\uff0c\u9019\u4e00\u671f\u63a8\u85a6\u4e00\u4e9b\u79d1\u666e\u6027\u8cea\u3001\u5de5\u7a0b\u5e2b\u4f7f\u7528 ChatGPT \u7684\u5fc3\u5f97\u6587\u7ae0\u3002 \ud83d\udd1d\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u6982\u8ff0 \u5f71 … <\/p>\n

\u95b1\u8b80\u5168\u6587\u3008\u611b\u597d AI Engineer \u9031\u5831\u00a0\ud83d\ude80 \u751f\u6210\u5f0f AI \u79d1\u666e\u548c\u4f7f\u7528\u5fc3\u5f97 #10\u3009<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"jetpack_post_was_ever_published":false,"_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_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[91],"tags":[],"class_list":["post-11923","post","type-post","status-publish","format-standard","hentry","category-aie","entry"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p1q6tG-36j","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/11923","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/comments?post=11923"}],"version-history":[{"count":7,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/11923\/revisions"}],"predecessor-version":[{"id":13024,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/11923\/revisions\/13024"}],"wp:attachment":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/media?parent=11923"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/categories?post=11923"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/tags?post=11923"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}