{"id":744,"date":"2024-12-05T00:03:08","date_gmt":"2024-12-04T21:03:08","guid":{"rendered":"https:\/\/www.hardlexgroup.com.tr\/?p=744"},"modified":"2024-12-05T00:03:10","modified_gmt":"2024-12-04T21:03:10","slug":"prompt-engineering-nedir","status":"publish","type":"post","link":"https:\/\/www.hardlexgroup.com.tr\/tr\/2024\/12\/05\/prompt-engineering-nedir\/","title":{"rendered":"Prompt Engineering Nedir?"},"content":{"rendered":"<h1 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-738385d3edcbe872b9a9142ccf4a2f98\">Prompt Engineering Nedir?<\/h1>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-5d08c125f566a0db32a1567a3d7acca2\">Prompt engineering, yapay zeka modellerini y\u00f6nlendirmek i\u00e7in do\u011fru ifadelerin olu\u015fturulmas\u0131n\u0131 ifade eder. Bu teknik, yapay zeka uygulamalar\u0131nda insan-makine ileti\u015fimini g\u00fc\u00e7lendirir. <strong>Yapay zeka sistemleri<\/strong>, girdilere verilen yan\u0131tlara g\u00f6re \u00e7al\u0131\u015ft\u0131\u011f\u0131 i\u00e7in, bu girdilerin do\u011fru ve a\u00e7\u0131k \u015fekilde tasarlanmas\u0131 b\u00fcy\u00fck \u00f6nem ta\u015f\u0131r. &#8220;Prompt Engineering nedir?&#8221; sorusuna basit bir yan\u0131tla ba\u015flamak gerekirse, bu y\u00f6ntem, do\u011fru sorular veya komutlarla yapay zekan\u0131n potansiyelini en \u00fcst d\u00fczeye \u00e7\u0131karmay\u0131 hedefler.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-bba335017a69b00e46d6ba869e6a396e\"><strong>Prompt Engineering\u2019in \u00d6nemi<\/strong><\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-c47cd2231064cb3b869cd36326427b8b\">Yapay zeka modellerinin sundu\u011fu sonu\u00e7lar, verilen prompt\u2019un (komut ya da y\u00f6nlendirici ifadeler) kalitesine ba\u011fl\u0131d\u0131r. <strong>Prompt engineering<\/strong>, do\u011fru bilgiye h\u0131zl\u0131 eri\u015fim sa\u011flar ve hata oran\u0131n\u0131 azalt\u0131r. \u00d6rne\u011fin, bir m\u00fc\u015fteri destek botu, do\u011fru y\u00f6nlendirme olmadan etkisiz veya alakas\u0131z cevaplar verebilir. Bu durum, kullan\u0131c\u0131 memnuniyetini azaltabilir.<\/p>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-ea7d8198a68aefd091dd0cc4b5f81033\">Etkili bir prompt:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-70eaff69dad9c0e5f0750c30f954ea99\">Anlam\u0131 net bir \u015fekilde ifade eder.<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-a0d55cad95c1f0eeb86b67e2351f9d43\">Yapay zeka modelini spesifik bir g\u00f6reve odaklar.<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-ff009aabeb0eab4da7299b3ceead02dd\">Belirsizli\u011fi en aza indirir.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-9c3cbe23de0315e87367d4097bf8282c\"><strong>Yapay Zeka ile \u0130nsan Aras\u0131ndaki \u0130leti\u015fimde Prompt\u2019lar\u0131n Rol\u00fc<\/strong><\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-ce6c00765e7099bd1d1c67fffdbb8cf6\">Yapay zeka ile ileti\u015fim kurmak, insanlarla ileti\u015fim kurmaya benzemez. Bir insan, ba\u011flam\u0131 ve ipu\u00e7lar\u0131n\u0131 anlama konusunda olduk\u00e7a yeteneklidir; ancak yapay zeka, ba\u011flam\u0131 yaln\u0131zca verilen bilgilerle de\u011ferlendirebilir. \u0130\u015fte burada <strong>prompt engineering<\/strong> devreye girer. Do\u011fru bir \u015fekilde yaz\u0131lm\u0131\u015f bir prompt, yapay zekan\u0131n:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-052b58b34b9b7c3b32a16f6c4f0e1770\">\u0130stenilen yan\u0131t\u0131 olu\u015fturmas\u0131na,<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-69186e6e41c36e0b31af7d15dc384e83\">Gereksiz bilgileri filtrelemesine,<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-f55806e7d44b083297c439e8477ba299\">Karma\u015f\u0131k problemleri \u00e7\u00f6zmesine yard\u0131mc\u0131 olur.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-57b24466ad25ae941e9fb70766ba5373\"><strong>Do\u011fru Bir Prompt Neden \u00d6nemlidir?<\/strong><\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-6ec8c0d3e920923a377999698f3289e2\">K\u00f6t\u00fc tasarlanm\u0131\u015f bir prompt, yanl\u0131\u015f veya eksik yan\u0131tlar \u00fcretebilir. \u00d6rne\u011fin:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-06fb3926e6fafc2145788002e0873d28\">Yanl\u0131\u015f: \u201cHava nas\u0131l?\u201d (Bu soruya verilecek yan\u0131t, net bir ba\u011flam i\u00e7ermedi\u011fi i\u00e7in yan\u0131lt\u0131c\u0131 olabilir.)<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-2594842211df606c08f806891c54c743\">Do\u011fru: \u201cBug\u00fcn \u0130stanbul\u2019da hava nas\u0131l olacak?\u201d (Spesifik bir konum ve zaman belirtildi\u011fi i\u00e7in yan\u0131t daha do\u011fru olur.)<\/li>\n<\/ul>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-59e4e2420d46e5eda931cb249ddad810\">Do\u011fru bir prompt:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-3b6382752f29cf641a159ad4a3049cbe\">Belirli bir ba\u011flam sunar.<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-0160be4d023d9f26de398e3219715330\">Gereksiz karma\u015f\u0131kl\u0131klar\u0131 \u00f6nler.<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-c9f87245405b5b92a9e2abc9869631de\">Net bir hedef belirler.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-5dfbcf1c4cd8d6a547568a9a42b3b46f\"><strong>Prompt T\u00fcrleri: Spesifik ve A\u00e7\u0131k Prompt\u2019lar<\/strong><\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-155ce7164e7dccad21de36cb140db8ac\"><strong>Spesifik Prompt\u2019lar<\/strong><br>Belirli bir g\u00f6revi yerine getirmek i\u00e7in net ve a\u00e7\u0131k talimatlar i\u00e7erir. \u00d6rnek: \u201cBir paragrafta yapay zekan\u0131n avantajlar\u0131n\u0131 a\u00e7\u0131kla.\u201d<\/p>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-9f2821f65cbb6635c80eaa406285107a\"><strong>A\u00e7\u0131k Prompt\u2019lar<\/strong><br>Daha genel ifadeler i\u00e7erir ve yapay zekan\u0131n yarat\u0131c\u0131 bir \u015fekilde yan\u0131t vermesine olanak tan\u0131r. \u00d6rnek: \u201cYapay zeka hakk\u0131nda ne d\u00fc\u015f\u00fcn\u00fcyorsun?\u201d<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-7c95534581a02791282b1df7577e3be2\"><strong>Prompt Engineering\u2019in Tarih\u00e7esi<\/strong><\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-d969ae0c9181f172a07e97678e486f26\">Prompt engineering\u2019in temelleri, NLP\u2019nin geli\u015fimiyle birlikte at\u0131lm\u0131\u015ft\u0131r. \u00d6zellikle b\u00fcy\u00fck dil modellerinin ortaya \u00e7\u0131k\u0131\u015f\u0131yla birlikte bu teknik daha da \u00f6nem kazanm\u0131\u015ft\u0131r. GPT-3 ve ChatGPT gibi modeller, prompt\u2019lar\u0131n g\u00fcc\u00fcn\u00fc kan\u0131tlayan \u00f6nemli \u00f6rneklerdir.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-064631c1e5a5cfadf94cc03628d3761b\"><strong>ChatGPT ve Prompt Engineering<\/strong><\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-3cda1d8cdeb3f786cf14eae7e374e7f6\">ChatGPT, prompt engineering uygulamalar\u0131 i\u00e7in m\u00fckemmel bir ara\u00e7t\u0131r. Kullan\u0131c\u0131lar, do\u011fru bir prompt ile karma\u015f\u0131k problemleri \u00e7\u00f6zebilir, yarat\u0131c\u0131 i\u00e7erikler \u00fcretebilir veya detayl\u0131 analizler yapabilir. \u00d6rne\u011fin:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-5c4898ab98b7a38c88fcb2521ee3bc87\">\u201cBir haftal\u0131k bir seyahat i\u00e7in rota \u00f6nerir misin?\u201d<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-6728d8b0fc158045ebcb6ef66635cc9c\">\u201cPython dilinde bir \u2018merhaba d\u00fcnya\u2019 kodu yaz.\u201d<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-7726ccf9b6b297875f663f5265338779\"><strong>Etkili Prompt \u00d6rnekleri ve Uygulamalar\u0131<\/strong><\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-ad02dc85f20c1584c79adce547125eeb\">Etkili bir prompt \u015fu \u00f6zelliklere sahip olmal\u0131d\u0131r:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-0abb0742b5c22e9e3afff8a08df1ea49\"><strong>Netlik:<\/strong> Prompt a\u00e7\u0131k ve anla\u015f\u0131l\u0131r olmal\u0131.<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-24124d6d0cc51f29dd9a2d1780e22010\"><strong>Ba\u011flam:<\/strong> G\u00f6rev veya soru ba\u011flam\u0131yla uyumlu olmal\u0131.<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-983fb714a205c3f7297eff81de93878b\"><strong>Do\u011fruluk:<\/strong> Yan\u0131lt\u0131c\u0131 ifadelerden ka\u00e7\u0131n\u0131lmal\u0131.<\/li>\n<\/ul>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-87c48bd8b196c7954509e44dfb3fad91\">\u00d6rnek:<br>Yanl\u0131\u015f: \u201cKod yaz.\u201d<br>Do\u011fru: \u201cPython kullanarak bir hesap makinesi uygulamas\u0131 i\u00e7in temel bir kod yaz.\u201d<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-ec225623e01d7850513bbc8d5d19403a\"><strong>Prompt Engineering\u2019in Avantajlar\u0131 ve Dezavantajlar\u0131<\/strong><\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-7a4b2562397fa5cab7e6ad924285a01b\"><strong>Avantajlar<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-60945114b5845363152d66f4e345d0aa\">H\u0131zl\u0131 ve do\u011fru sonu\u00e7lar elde edilir.<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-bea574357aff2716d7a9fc2e1ef63e32\">\u0130nsan hatas\u0131 minimuma iner.<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-732ea436b37fea9bda1e801de2fc6f40\">Yarat\u0131c\u0131l\u0131\u011f\u0131 art\u0131r\u0131r.<\/li>\n<\/ul>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-ed8f157555d5633a20b6c5d8ed1b5909\"><strong>Dezavantajlar<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-bc10021daa5368e20ce76cdfd2147b69\">Etkili bir prompt tasarlamak zaman alabilir.<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-09a7e611c4e8ad4855455f7d3040d05c\">Yapay zeka modeli, her zaman beklenen sonucu veremeyebilir.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-8a4b80af718d65c88dcb793aef028dda\"><strong>Prompt Engineering ve Yaz\u0131l\u0131m Geli\u015ftirme<\/strong><\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-00d5b3d324de7a0f630ccfaab813d731\">Yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7lerinde prompt engineering, otomasyon ve hata ay\u0131klama gibi alanlarda devrim yaratmaktad\u0131r. \u00d6zellikle kod tamamlama ve test senaryolar\u0131 olu\u015fturma gibi alanlarda b\u00fcy\u00fck bir potansiyele sahiptir.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-ab2f72dd2abbedd3ca08405f34d6f136\"><strong>Yeni Ba\u015flayanlar \u0130\u00e7in Prompt Engineering<\/strong><\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-72d0d8419a51bbcce2f42dbba82dfb9a\">Prompt engineering\u2019e ba\u015flamak i\u00e7in \u015fu ad\u0131mlar\u0131 izleyebilirsiniz:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-93a00ba1c10947861cfcf9e94687f400\">Basit ba\u015flay\u0131n.<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-815d2cfa14e60ef832241e7602fcf16f\">Geri bildirimlere a\u00e7\u0131k olun.<\/li>\n\n\n\n<li class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-bca93686092dc5c0389ae9b706297768\">S\u00fcrekli olarak deney yap\u0131n ve \u00f6\u011frenin.<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-d4bbb43ced35290710ce41c44b85069e\"><strong>S\u0131k\u00e7a Sorulan Sorular<\/strong><\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-0b3cde1f6ed9bb168c05a7614156c5a1\">Prompt Engineering nedir?<br>Yapay zeka ile etkili ileti\u015fim kurmak i\u00e7in kullan\u0131lan bir y\u00f6ntemdir.<\/p>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-fb21dae63a4c5053f5e857659de10a61\">Prompt engineering hangi alanlarda kullan\u0131l\u0131r?<br>E\u011fitim, sa\u011fl\u0131k, yaz\u0131l\u0131m geli\u015ftirme ve m\u00fc\u015fteri hizmetleri gibi bir\u00e7ok alanda kullan\u0131l\u0131r.<\/p>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-ea7ed1025aa28d293c8565b38fa1cda2\">Prompt tasarlarken nelere dikkat edilmeli?<br>Netlik, ba\u011flam ve do\u011fruluk \u00f6n planda olmal\u0131d\u0131r.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-7a3f46f5f4cb340e4740ee41ca341cb5\"><strong>Yapay Zeka \u00c7a\u011f\u0131nda \u0130leti\u015fimin Gelece\u011fi<\/strong><\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-3f60448ee4af01a9ae17a8f57fcfed5f\">Prompt engineering, yapay zeka \u00e7a\u011f\u0131nda insan-makine etkile\u015fimlerini daha verimli hale getiren bir y\u00f6ntemdir. Teknolojinin h\u0131zla ilerledi\u011fi g\u00fcn\u00fcm\u00fczde, bu y\u00f6ntemi \u00f6\u011frenmek ve uygulamak, bireyler ve i\u015fletmeler i\u00e7in b\u00fcy\u00fck bir avantaj sa\u011flayacakt\u0131r.<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Prompt Engineering Nedir? Prompt engineering, yapay zeka modellerini y\u00f6nlendirmek i\u00e7in do\u011fru ifadelerin olu\u015fturulmas\u0131n\u0131 ifade eder. Bu teknik, yapay zeka uygulamalar\u0131nda insan-makine ileti\u015fimini g\u00fc\u00e7lendirir. Yapay zeka sistemleri, girdilere verilen yan\u0131tlara g\u00f6re \u00e7al\u0131\u015ft\u0131\u011f\u0131 i\u00e7in, bu girdilerin do\u011fru ve a\u00e7\u0131k \u015fekilde tasarlanmas\u0131 b\u00fcy\u00fck \u00f6nem ta\u015f\u0131r. &#8220;Prompt Engineering nedir?&#8221; sorusuna basit bir yan\u0131tla ba\u015flamak [&hellip;]<\/p>","protected":false},"author":1,"featured_media":545,"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,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[60,22,12,458],"tags":[23,31,459,30],"class_list":["post-744","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-2025de-chatbot","category-ai","category-artifical-intelligence","category-prompt","tag-chatbot","tag-chatbotu-etkili-kullanma","tag-prompt","tag-yapay-zeka"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Prompt Engineering Nedir? - Hardlex Group Artificial Intelligence<\/title>\n<meta name=\"description\" content=\"Prompt Engineering nedir? 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