{"id":2860,"date":"2025-09-16T08:51:57","date_gmt":"2025-09-16T08:51:57","guid":{"rendered":"https:\/\/www.markus-schall.de\/?p=2860"},"modified":"2025-11-12T09:12:04","modified_gmt":"2025-11-12T09:12:04","slug":"mlxi%cc%87n-yeni%cc%87-standart-olarak-fi%cc%87lemaker-2025-local-kiye-entegrasyonu","status":"publish","type":"post","link":"https:\/\/www.markus-schall.de\/tr\/2025\/09\/mlxi%cc%87n-yeni%cc%87-standart-olarak-fi%cc%87lemaker-2025-local-kiye-entegrasyonu\/","title":{"rendered":"MLX'in FileMaker 2025'e entegrasyonu: Yeni standart olarak yerel yapay zeka"},"content":{"rendered":"<p>MLX ba\u015flang\u0131\u00e7ta Apple Research taraf\u0131ndan deneysel bir \u00e7er\u00e7eve olarak ba\u015flat\u0131lm\u0131\u015f olsa da, son aylarda sessiz ama \u00f6nemli bir geli\u015fme ya\u015fand\u0131: FileMaker 2025'in piyasaya s\u00fcr\u00fclmesiyle Claris, MLX'i Apple Silicon i\u00e7in yerel bir yapay zeka altyap\u0131s\u0131 olarak sunucuya sa\u011flam bir \u015fekilde entegre etti. Bu, Mac ile \u00e7al\u0131\u015fan ve Apple Silicon kullanan herkesin MLX modellerini yaln\u0131zca yerel olarak \u00e7al\u0131\u015ft\u0131rabilece\u011fi de\u011fil, ayn\u0131 zamanda bunlar\u0131 herhangi bir ara katman olmadan yerel i\u015flevlerle do\u011frudan FileMaker'de kullanabilece\u011fi anlam\u0131na geliyor.<!--more--><\/p>\n<hr \/>\n\n\t\t\t<div class=\"display-post-types\">\n\n\t\t\t\t\t\t\t<style type=\"text\/css\">\n\t\t\t#dpt-wrapper-356 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-small-grid-column: 33.33%;--dpt-large-grid-column: 33.3333333333%;--dpt-h-gutter: 10px;--dpt-v-gutter: 10px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-356 { --dpt-title-font-style:normal;--dpt-title-font-weight:600;--dpt-title-line-height:1.5;--dpt-title-text-decoration:none;--dpt-title-text-transform:none;--dpt-excerpt-font-style:normal;--dpt-excerpt-font-weight:400;--dpt-excerpt-line-height:1.5;--dpt-excerpt-text-decoration:none;--dpt-excerpt-text-transform:none;--dpt-meta1-font-style:normal;--dpt-meta1-font-weight:400;--dpt-meta1-line-height:1.9;--dpt-meta1-text-decoration:none;--dpt-meta1-text-transform:none;--dpt-meta2-font-style:normal;--dpt-meta2-font-weight:400;--dpt-meta2-line-height:1.9;--dpt-meta2-text-decoration:none;--dpt-meta2-text-transform:none; }<\/style><div class=\"dpt-main-header\">\n\t\t\t\t\t\t<div class=\"dpt-main-title\">\n\t\t\t\t\t\t\t<span class=\"dpt-main-title-text\">Claris FileMaker ile ilgili g\u00fcncel konular<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/div>\t\t\t\n\t\t\t\t<div id=\"dpt-wrapper-356\" class=\"dpt-wrapper dpt-grid1 multi-col dpt-mason-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"gfm-dental: konstanzpr\u00fcfung f\u00fcr befundmonitore digitaler r\u00f6ntgenger\u00e4te\" data-id=\"1839\"  data-category=\"apple macos filemaker &amp; erp\" data-post_tag=\"apple erp-software filemaker\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2014\/06\/di%cc%87ji%cc%87tal-rontgen-ci%cc%87hazlarinin-tanisal-moni%cc%87toerleri%cc%87-i%cc%87ci%cc%87n-gfm-di%cc%87s-sabi%cc%87tli%cc%87k-testi%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">gFM-Dental: Dijital X-ray cihazlar\u0131n\u0131n te\u015fhis monit\u00f6rleri i\u00e7in sabitlik testi<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"630\" height=\"444\" class=\"attachment-full size-full\" alt=\"gFM-Dental&#039;nin ana men\u00fcs\u00fc\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/hauptmenue_630.jpg\" data-dpt-sizes=\"(max-width: 630px) 100vw, 630px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/hauptmenue_630.jpg 630w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/hauptmenue_630-300x211.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/hauptmenue_630-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 70%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2014\/06\/di%cc%87ji%cc%87tal-rontgen-ci%cc%87hazlarinin-tanisal-moni%cc%87toerleri%cc%87-i%cc%87ci%cc%87n-gfm-di%cc%87s-sabi%cc%87tli%cc%87k-testi%cc%87\/\" rel=\"bookmark\">gFM-Dental: Dijital X-ray cihazlar\u0131n\u0131n te\u015fhis monit\u00f6rleri i\u00e7in sabitlik testi<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"sql schnittstellen von filemaker zum shop, cms oder anderen datenbanken\" data-id=\"1452\"  data-category=\"filemaker &amp; erp\" data-post_tag=\"filemaker\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2012\/11\/filemakerdan-shop-cmsye-veya-diger-veritabanlarina-sql-arayuezleri\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">FileMaker'den ma\u011fazaya, CMS'ye veya di\u011fer veritabanlar\u0131na SQL aray\u00fczleri<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"580\" height=\"193\" class=\"attachment-full size-full\" alt=\"filemaker_conference_2012_salzburg\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/filemaker_konferenz_2012_salzburg.jpg\" data-dpt-sizes=\"(max-width: 580px) 100vw, 580px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/filemaker_konferenz_2012_salzburg.jpg 580w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/filemaker_konferenz_2012_salzburg-300x100.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/filemaker_konferenz_2012_salzburg-18x6.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 33%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2012\/11\/filemakerdan-shop-cmsye-veya-diger-veritabanlarina-sql-arayuezleri\/\" rel=\"bookmark\">FileMaker'den ma\u011fazaya, CMS'ye veya di\u011fer veritabanlar\u0131na SQL aray\u00fczleri<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry no-thumbnail\" data-title=\"optimale usability von formular- und listenlayouts f\u00fcr filemaker go.\" data-id=\"1461\"  data-category=\"filemaker &amp; erp\" data-post_tag=\"filemaker\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2012\/11\/filemaker-go-icin-form-ve-liste-duezenlerinin-optimum-kullanilabilirligi\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">FileMaker Go i\u00e7in form ve liste d\u00fczenlerinin kullan\u0131labilirli\u011fi optimize edildi.<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 100%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2012\/11\/filemaker-go-icin-form-ve-liste-duezenlerinin-optimum-kullanilabilirligi\/\" rel=\"bookmark\">FileMaker Go i\u00e7in form ve liste d\u00fczenlerinin kullan\u0131labilirli\u011fi optimize edildi.<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n<hr \/>\n<p>Yerel MLX deneyi ile profesyonel FileMaker uygulamas\u0131 aras\u0131ndaki s\u0131n\u0131rlar bulan\u0131kla\u015fmaya ba\u015fl\u0131yor - tamamen entegre, izlenebilir ve kontrol edilebilir bir yapay zeka i\u015f ak\u0131\u015f\u0131 lehine.<\/p>\n<h2>FileMaker sunucusundaki yeni AI alan\u0131: \"AI Hizmetleri\"<\/h2>\n<p>Bu yeni mimarinin merkezinde, FileMaker Server 2025'in Y\u00f6netici Konsolu'nda geli\u015ftiricilerin ve y\u00f6neticilerin kullanabilece\u011fi \"AI Hizmetleri\" alan\u0131 yer al\u0131yor:<\/p>\n<ul>\n<li>AI Model Sunucusunu etkinle\u015ftirin,<\/li>\n<li>Modelleri y\u00f6netin (indirin, sa\u011flay\u0131n, ince ayar yap\u0131n),<\/li>\n<li>Yetkili istemciler i\u00e7in API anahtarlar\u0131 atay\u0131n,<\/li>\n<li>ve devam eden yapay zeka operasyonlar\u0131n\u0131 hedefli bir \u015fekilde izlemek.<\/li>\n<\/ul>\n<p>FileMaker sunucusu Apple Silicon'li bir Mac \u00fczerinde \u00e7al\u0131\u015f\u0131yorsa, entegre AI Model Sunucusu otomatik olarak MLX'i \u00e7\u0131kar\u0131m arka ucu olarak kullan\u0131r. Bu, MLX'in Apple cihazlarda sundu\u011fu t\u00fcm avantajlar\u0131 beraberinde getirir: y\u00fcksek bellek verimlili\u011fi, Metal arac\u0131l\u0131\u011f\u0131yla yerel GPU kullan\u0131m\u0131 ve t\u0131pk\u0131 Apple d\u00fcnyas\u0131nda oldu\u011fu gibi model ile altyap\u0131n\u0131n net bir \u015fekilde ayr\u0131lmas\u0131.<\/p>\n<h3>MLX modellerinin do\u011frudan sunucu konsolu \u00fczerinden sa\u011flanmas\u0131<\/h3>\n<p>Bir MLX modelini da\u011f\u0131tmak beklenenden daha kolayd\u0131r: AI y\u00f6netim konsolunda, desteklenen modeller do\u011frudan Claris uyumlu dil modellerinin b\u00fcy\u00fcyen bir listesinden se\u00e7ilebilir ve install sunucusuna da\u011f\u0131t\u0131labilir. Bunlar, .npz format\u0131nda mevcut olan ve MLX i\u00e7in \u00f6zel olarak d\u00f6n\u00fc\u015ft\u00fcr\u00fclm\u00fc\u015f a\u00e7\u0131k kaynakl\u0131 modellerdir (\u00f6rne\u011fin Mistral, LLaMA veya Phi varyantlar\u0131). Ancak \u015fu anda (Eyl\u00fcl 2025 itibariyle) mevcut modellerin say\u0131s\u0131 hala olduk\u00e7a s\u0131n\u0131rl\u0131d\u0131r.<\/p>\n<p>Alternatif olarak, kendi modellerinizi haz\u0131rlayabilirsiniz - \u00f6rne\u011fin sar\u0131lan y\u00fcz modellerini mlx-lm arac\u0131yla d\u00f6n\u00fc\u015ft\u00fcrerek. Tek bir komutla bir modeli indirebilir, nicelle\u015ftirebilir ve uygun formata d\u00f6n\u00fc\u015ft\u00fcrebilirsiniz. Bu daha sonra Claris'in dahili olarak kulland\u0131\u011f\u0131 ayn\u0131 \u015femaya g\u00f6re sunucu dizininde kullan\u0131labilir hale getirilebilir. Bu modeller installiert olduktan sonra, FileMaker i\u00e7indeki t\u00fcm desteklenen AI i\u015flevleri i\u00e7in hemen kullan\u0131labilir.<\/p>\n<h3>FileMaker Pro'da yerel yapay zeka i\u015flevleri: dolamba\u00e7l\u0131 yollar yerine komut dosyas\u0131 olu\u015fturma<\/h3>\n<p>Eskiden harici API'ler, REST \u00e7a\u011fr\u0131lar\u0131 ve manuel olarak olu\u015fturulmu\u015f JSON rutinleri arac\u0131l\u0131\u011f\u0131yla \u00e7al\u0131\u015ft\u0131r\u0131lanlar art\u0131k FileMaker 2025'te \u00f6zel komut dosyas\u0131 komutlar\u0131 \u015feklinde mevcuttur. Modelin ad\u0131 ve sunucuya ba\u011flant\u0131 ile bir yapay zeka hesab\u0131 kurulduktan sonra, yapay zeka g\u00f6revleri kullan\u0131c\u0131 aray\u00fcz\u00fcne ve i\u015f mant\u0131\u011f\u0131na sorunsuz bir \u015fekilde entegre edilebilir.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2891\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power.png\" alt=\"\" width=\"2000\" height=\"1064\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power.png 2000w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power-300x160.png 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power-1024x545.png 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power-768x409.png 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power-1536x817.png 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power-18x10.png 18w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\" \/><\/p>\n<p>En \u00f6nemli komutlar \u015funlard\u0131r<\/p>\n<ul>\n<li><strong>\"Modelden Yan\u0131t \u00dcret\"<\/strong>metin yan\u0131tlar\u0131 olu\u015fturmak i\u00e7in kullan\u0131labilir - \u00f6rne\u011fin otomatik metin \u00f6nerileri, sohbet i\u015flevleri veya e-posta taslaklar\u0131 i\u00e7in.<\/li>\n<li><strong>\"Do\u011fal Dil ile Bulma Ger\u00e7ekle\u015ftirin\"<\/strong>basit bir form\u00fclasyonu (\"Bana Berlin'den a\u00e7\u0131k faturas\u0131 olan t\u00fcm m\u00fc\u015fterileri g\u00f6ster\") kesin bir veritaban\u0131 sorgusuna d\u00f6n\u00fc\u015ft\u00fcr\u00fcr.<\/li>\n<li><strong>\"Do\u011fal Dil ile SQL Sorgusu Ger\u00e7ekle\u015ftirin\"<\/strong>Birle\u015ftirmeler ve alt sorgular dahil olmak \u00fczere karma\u015f\u0131k SQL yap\u0131lar\u0131n\u0131 olu\u015fturmak ve i\u015flemek i\u00e7in de kullan\u0131labilir.<\/li>\n<li><strong>\"Yerle\u015ftirmeyi Al\"<\/strong> ve semantik vekt\u00f6r analizlerini m\u00fcmk\u00fcn k\u0131lan ilgili i\u015flevler - \u00f6rne\u011fin benzer i\u00e7eri\u011fe sahip metinleri veya m\u00fc\u015fteri taleplerini aramak i\u00e7in.<\/li>\n<\/ul>\n<p>T\u00fcm bu komutlar, arka planda AI Model Sunucusu \u00fczerinde \u00e7al\u0131\u015fan se\u00e7ili MLX modeline eri\u015fir. Yan\u0131tlar hemen kullan\u0131labilir ve metin, JSON veya g\u00f6m\u00fcl\u00fc vekt\u00f6r olarak do\u011frudan i\u015flenebilir.<\/p>\n<h3>FileMaker'de yapay zeka i\u00e7in senaryo ad\u0131mlar\u0131 ve olas\u0131l\u0131klar<\/h3>\n<p>Yapay zeka i\u00e7in komut dosyas\u0131 ad\u0131mlar\u0131, B\u00fcy\u00fck Dil Modelleri (LLM'ler) veya Core ML gibi g\u00fc\u00e7l\u00fc yapay zeka modellerinin FileMaker i\u015f ak\u0131\u015flar\u0131na do\u011frudan entegrasyonunu sa\u011flar. Do\u011fal dil, veritaban\u0131 bilgisi ve makine \u00f6\u011frenimini birle\u015ftirmek i\u00e7in teknik temel olu\u015ftururlar. A\u015fa\u011f\u0131daki i\u015flevler mevcuttur:<\/p>\n<ol>\n<li><strong>Adland\u0131r\u0131lm\u0131\u015f bir AI hesab\u0131n\u0131n yap\u0131land\u0131r\u0131lmas\u0131<\/strong><br \/>\nDaha sonra t\u00fcm di\u011fer komut dosyas\u0131 ad\u0131mlar\u0131nda ve i\u015flevlerinde kullan\u0131lacak olan belirli bir AI hesab\u0131 olu\u015fturabilir ve adland\u0131rabilirsiniz. Bu, kimlik do\u011frulama ve harici modellere veya hizmetlere eri\u015fim \u00fczerinde kontrol sahibi olman\u0131z\u0131 sa\u011flar.<\/li>\n<li><strong>Bir istem temelinde metin yan\u0131t\u0131 alma<\/strong><br \/>\nBir yapay zeka modeli, kullan\u0131c\u0131 taraf\u0131ndan girilen bir komut istemine tepki verebilir ve kar\u015f\u0131l\u0131k gelen bir metin yan\u0131t\u0131 olu\u015fturabilir. Bu, otomatik metin olu\u015fturma, \u00f6neriler veya diyalog i\u015flevlerini m\u00fcmk\u00fcn k\u0131lar.<\/li>\n<li><strong>Bir istem ve veritaban\u0131 \u015femas\u0131na dayal\u0131 veritaban\u0131 sorgusu<\/strong><br \/>\nVeritaban\u0131n\u0131z\u0131n yap\u0131sal \u015femas\u0131 ile birlikte do\u011fal dilde bir istem ileterek, model ilgili i\u00e7eri\u011fi belirleyebilir ve hedeflenen bir sonu\u00e7 d\u00f6nd\u00fcrebilir.<\/li>\n<li><strong>SQL sorgular\u0131 olu\u015fturma<\/strong><br \/>\nModel ayr\u0131ca bir komut istemine ve altta yatan veritaban\u0131 \u015femas\u0131na dayal\u0131 SQL sorgular\u0131 da olu\u015fturabilir. Bu sayede karma\u015f\u0131k sorgular otomatik olarak olu\u015fturulabilir ve bunlar daha sonra veritaban\u0131 i\u015flemleri i\u00e7in kullan\u0131labilir.<\/li>\n<li><strong>FileMaker yerle\u015fim alanlar\u0131na dayal\u0131 arama sorgular\u0131<\/strong><br \/>\nMevcut d\u00fczenin alanlar\u0131n\u0131 do\u011fal bir dil istemiyle birlikte modele aktararak, arama sorgular\u0131 otomatik olarak form\u00fcle edilebilir ve uygun sonu\u00e7 k\u00fcmeleri al\u0131nabilir.<\/li>\n<li><strong>Veri kay\u0131tlar\u0131na g\u00f6mme vekt\u00f6rleri ekleme<\/strong><br \/>\nAnlamsal kat\u0131\u015ft\u0131rmalar\u0131 - yani anlamlar\u0131 temsil eden say\u0131sal vekt\u00f6rleri - tek tek veri kay\u0131tlar\u0131n\u0131n alanlar\u0131na veya t\u00fcm sonu\u00e7 k\u00fcmelerine ekleme se\u00e7ene\u011finiz vard\u0131r. Bu, sonraki anlamsal kar\u015f\u0131la\u015ft\u0131rmalar veya yapay zeka analizleri i\u00e7in temel olu\u015fturur.<\/li>\n<li><strong>Anlamsal arama ger\u00e7ekle\u015ftirin<\/strong><br \/>\nSistem, bir arama sorgusunun anlam\u0131na dayanarak, kelimeler tam olarak e\u015fle\u015fmese bile alan verileri benzer anlamlara sahip olan veri kay\u0131tlar\u0131n\u0131 belirleyebilir. Bu da ak\u0131ll\u0131 veri aramalar\u0131 i\u00e7in yeni yollar a\u00e7\u0131yor.<\/li>\n<li><strong>\u0130stem \u015fablonlar\u0131n\u0131 ayarlama<\/strong><br \/>\nDi\u011fer komut dosyas\u0131 ad\u0131mlar\u0131nda veya i\u015flevlerinde kullan\u0131labilecek yeniden kullan\u0131labilir istem \u015fablonlar\u0131 tan\u0131mlayabilirsiniz. Bu, tutarl\u0131l\u0131k sa\u011flar ve yap\u0131land\u0131r\u0131lm\u0131\u015f istemler olu\u015ftururken zaman kazand\u0131r\u0131r.<\/li>\n<li><strong>Regresyon modelini yap\u0131land\u0131rma<\/strong><br \/>\nTahminler, tahminler veya trend analizleri gibi g\u00f6revler i\u00e7in bir regresyon modeli kurulabilir ve bu model daha sonra say\u0131sal veri setleri \u00fczerinde \u00e7al\u0131\u015f\u0131r. \u00d6rne\u011fin sat\u0131\u015f geli\u015fmelerini veya risk de\u011ferlendirmelerini analiz etmek i\u00e7in uygundur.<\/li>\n<li><strong>RAG hesab\u0131n\u0131z\u0131 yap\u0131land\u0131rma ve y\u00f6netme<\/strong><br \/>\nAdland\u0131r\u0131lm\u0131\u015f bir RAG hesab\u0131 (Retrieval Augmented Generation) kurulabilir. Bu, veri eklemenize veya kald\u0131rman\u0131za ve bir RAG alan\u0131na belirli istemler g\u00f6ndermenize olanak tan\u0131r. RAG sistemleri klasik aramalar\u0131 yapay zeka taraf\u0131ndan \u00fcretilen cevaplarla birle\u015ftirir.<\/li>\n<li><strong>E\u011fitim verileriyle bir modele ince ayar yapma<\/strong><br \/>\n\u00d6zel gereksinimlere, dil stillerine veya g\u00f6rev alanlar\u0131na g\u00f6re daha iyi \u00f6zelle\u015ftirmek i\u00e7in mevcut bir modeli kendi veri setinizle yeniden e\u011fitebilirsiniz. \u0130nce ayar, \u00e7\u0131kt\u0131n\u0131n alaka d\u00fczeyini ve kalitesini art\u0131r\u0131r.<\/li>\n<li><strong>AI \u00e7a\u011fr\u0131lar\u0131n\u0131 g\u00fcnl\u00fc\u011fe kaydedin<\/strong><br \/>\n\u0130zleme ve analiz i\u00e7in t\u00fcm AI \u00e7a\u011fr\u0131lar\u0131n\u0131n kayd\u0131 etkinle\u015ftirilebilir. Bu, istemleri optimize etmek, sorun giderme veya dok\u00fcmantasyon i\u00e7in yararl\u0131d\u0131r<\/li>\n<li><strong>\u00c7ekirdek ML modellerini yap\u0131land\u0131rma<\/strong><br \/>\nBulut tabanl\u0131 LLM'lere ek olarak, yerel olarak y\u00fcr\u00fct\u00fclen Core ML modelleri de yap\u0131land\u0131r\u0131labilir. Bu \u00f6zellikle \u00e7evrimd\u0131\u015f\u0131 uygulamalar i\u00e7in veya entegre ML deste\u011fine sahip Apple cihazlar\u0131nda kullan\u0131m i\u00e7in kullan\u0131\u015fl\u0131d\u0131r.<\/li>\n<\/ol>\n<hr \/>\n<h3>Claris FileMaker ve yapay zekan\u0131n gelece\u011fine ili\u015fkin g\u00fcncel anket<\/h3>\n<div class='bootstrap-yop yop-poll-mc'>\n\t\t\t\t\t\t\t<div class=\"basic-yop-poll-container\" style=\"background-color:#ffffff; border:0px; border-style:solid; border-color:#000000; border-radius:5px; padding:0px 5px;\" data-id=\"10\" data-temp=\"basic-pretty\" data-skin=\"square\" data-cscheme=\"blue\" data-cap=\"0\" data-access=\"guest\" data-tid=\"\" data-uid=\"44a7900a3ca8360e7c99a3d043829711\" data-pid=\"1461\" data-resdet=\"votes-number,percentages\" data-show-results-to=\"guest\" data-show-results-moment=\"after-vote\" data-show-results-only=\"false\" data-show-message=\"true\" data-show-results-as=\"bar\" data-sort-results-by=\"as-defined\" data-sort-results-rule=\"asc\"data-is-ended=\"0\" data-percentages-decimals=\"2\" data-gdpr=\"yes\" data-gdpr-sol=\"nostore\" data-css=\".basic-yop-poll-container[data-uid] .basic-vote {\t\t\t\t\t\t\t\t\ttext-align: center;\t\t\t\t\t\t\t\t}\" data-counter=\"0\" data-load-with=\"1\" data-notification-section=\"top\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"basic-inner\"><div class=\"basic-message hide\" style=\"border-left: 10px solid #008000; padding: 0px 10px;\" data-error=\"#ff0000\" data-success=\"#008000\"><p class=\"basic-message-text\" style=\"color:#000000; font-size:14px; font-weight:normal;\"><\/p><\/div><div class=\"basic-overlay hide\"><div class=\"basic-vote-options\"><\/div><div class=\"basic-preloader\"><div class=\"basic-windows8\"><div class=\"basic-wBall basic-wBall_1\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_2\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_3\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_4\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_5\"><div class=\"basic-wInnerBall\"><\/div><\/div><\/div><\/div><\/div><form class=\"basic-form\" action=\"\"><input type=\"hidden\" name=\"_token\" value=\"9d7a8eab4d\" autocomplete=\"off\"><div class=\"basic-elements\"><div class=\"basic-element basic-question basic-question-text-vertical\" data-id=\"10\" data-uid=\"e21be3226512bef7a3835fe75cc9c2a3\" data-type=\"question\" data-question-type=\"text\" data-required=\"yes\" data-allow-multiple=\"no\" data-min=\"1\" data-max=\"7\" data-display=\"vertical\" data-colnum=\"\" data-display-others=\"no\" data-others-color=\"\" data-others=\"\" data-others-max-chars=\"0\"><div class=\"basic-question-title\"><h5 style=\"color:#000000; font-size:16px; font-weight:normal; text-align:left;\">Claris FileMaker'nin \u00f6n\u00fcm\u00fczdeki y\u0131llarda yapay zeka ile daha yak\u0131ndan ili\u015fkilendirilece\u011fini d\u00fc\u015f\u00fcn\u00fcyor musunuz?<\/h5><\/div><ul class=\"basic-answers\"><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"52\" data-type=\"text\" data-vn=\"5\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[52]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[52]\" name=\"answer[10]\" value=\"52\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Evet, bu her yerde \u00f6nemli bir sorun haline geliyor<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"53\" data-type=\"text\" data-vn=\"0\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[53]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[53]\" name=\"answer[10]\" value=\"53\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Evet, \u00f6zellikle LLM'lerin LoRA e\u011fitimi i\u00e7in<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"54\" data-type=\"text\" data-vn=\"0\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[54]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[54]\" name=\"answer[10]\" value=\"54\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Belki arka u\u00e7ta, ancak g\u00f6r\u00fcn\u00fcr de\u011fil<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"55\" data-type=\"text\" data-vn=\"1\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[55]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[55]\" name=\"answer[10]\" value=\"55\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Hay\u0131r, FileMaker klasik bir veritaban\u0131 olmaya devam ediyor<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"56\" data-type=\"text\" data-vn=\"3\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[56]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[56]\" name=\"answer[10]\" value=\"56\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Hi\u00e7bir fikrim yok, FileMaker kullanmay\u0131n<\/span><\/label><\/div><\/li><\/ul><\/div><div class=\"clearfix\"><\/div><\/div><div class=\"basic-vote\"><a href=\"#\" class=\"button basic-vote-button\" role=\"button\" style=\"background:#027bb8; border:0px; border-style: solid; border-color:#000000; border-radius:5px; padding:10px 10px; color:#ffffff; font-size:14px; font-weight:normal;\">Oylama<\/a><\/div><input type=\"hidden\" name=\"trp-form-language\" value=\"tr\"\/><\/form><\/div><\/div><\/div><\/div>\n\t\t\t\t\t\t<\/div>\n<hr \/>\n<h3>Do\u011frudan FileMaker'den ince ayar: Yeni standart olarak LoRA<\/h3>\n<p>En heyecan verici yeni \u00f6zelliklerden biri, kendi modellerinize do\u011frudan FileMaker'de - tamamen tan\u0131d\u0131k aray\u00fcz i\u00e7inde - ince ayar yapabilme yetene\u011fidir. Tek ihtiyac\u0131n\u0131z olan bir komut dosyas\u0131 komutu: \"Fine-Tune Model\".<\/p>\n<p>FileMaker tablolar\u0131ndaki veri kay\u0131tlar\u0131 (\u00f6rne\u011fin destek ge\u00e7mi\u015fleri, m\u00fc\u015fteri diyaloglar\u0131, metin \u00f6rnekleri) e\u011fitim verisi olarak kullan\u0131labilir. \u0130nce ayar y\u00f6ntemi, model parametrelerinin yaln\u0131zca k\u00fc\u00e7\u00fck bir b\u00f6l\u00fcm\u00fcn\u00fc de\u011fi\u015ftiren ve b\u00f6ylece s\u0131n\u0131rl\u0131 belle\u011fe sahip cihazlarda bile h\u0131zl\u0131 ayarlamalar yap\u0131lmas\u0131n\u0131 sa\u011flayan, kaynak tasarrufu sa\u011flayan bir prosed\u00fcr olan LoRA'ya (D\u00fc\u015f\u00fck S\u0131ral\u0131 Uyarlama) dayanmaktad\u0131r.<\/p>\n<p>E\u011fitim verileri ya mevcut bulunan bir setten al\u0131n\u0131r ya da bir JSONL dosyas\u0131 arac\u0131l\u0131\u011f\u0131yla i\u00e7e aktar\u0131l\u0131r. E\u011fitimden sonra, yeni bir model ad\u0131 atan\u0131r - \u00f6rne\u011fin \"fm-mlx-support-v1\" - ve sonu\u00e7 di\u011fer AI i\u015flevleri i\u00e7in hemen kullan\u0131labilir. Bu, ton, kelime hazinesi ve davran\u0131\u015f a\u00e7\u0131s\u0131ndan ilgili uygulamaya tam olarak uyarlanm\u0131\u015f \u00f6zelle\u015ftirilmi\u015f dil modellerinin olu\u015fturulmas\u0131na olanak tan\u0131r.<\/p>\n<h3>Veri koruma ve performans - ayn\u0131 madalyonun iki y\u00fcz\u00fc<\/h3>\n<p>FileMaker 2025'in MLX ile yerel modellere dayanmas\u0131 tesad\u00fcf de\u011fildir. Veri egemenli\u011fi, GDPR uyumlulu\u011fu ve i\u00e7 g\u00fcvenlik y\u00f6nergelerinin giderek daha \u00f6nemli hale geldi\u011fi bir d\u00f6nemde, bu yakla\u015f\u0131m \u00e7e\u015fitli avantajlar sunmaktad\u0131r:<\/p>\n<ul>\n<li><strong>Bulut yok, harici sunucu yok, API maliyeti yok<\/strong>T\u00fcm talepler kendi a\u011f\u0131n\u0131zda kal\u0131r.<\/li>\n<li><strong>Yerel i\u015fleme sayesinde daha h\u0131zl\u0131 yan\u0131t s\u00fcreleri<\/strong> - \u00f6zellikle tekrar eden s\u00fcre\u00e7ler i\u00e7in.<\/li>\n<li><strong>Y\u00fcksek \u015feffafl\u0131k ve kontrol edilebilirlik<\/strong>Her cevap kontrol edilebilir, her de\u011fi\u015fiklik izlenebilir, her e\u011fitim ad\u0131m\u0131 belgelenebilir.<\/li>\n<li><strong>Kendi verilerinize g\u00f6re ince ayar yapma<\/strong>\u015eirkete \u00f6zg\u00fc bilgi art\u0131k harici sa\u011flay\u0131c\u0131lar arac\u0131l\u0131\u011f\u0131yla aktar\u0131lm\u0131yor, tamamen \u015firketin kendi sistemi i\u00e7inde kal\u0131yor.<\/li>\n<\/ul>\n<p>Ayn\u0131 zamanda, kaynaklar\u0131 ger\u00e7ek\u00e7i bir \u015fekilde de\u011ferlendirmek de \u00f6nemlidir: B\u00fcy\u00fck modeller ayr\u0131ca sa\u011flam bir yerel altyap\u0131 gerektirir - \u00f6rne\u011fin 32 veya 64 GB RAM'li, muhtemelen SSD \u00f6nbelle\u011fe alma ve \u00f6zel bir sunucu profiline sahip Apple Silicon Mac gibi. Ancak bu yolu se\u00e7enler uzun vadede tam esneklik ile maksimum kontrolden faydalanacakt\u0131r.<\/p>\n<h2>MLX ve FileMaker - profesyoneller i\u00e7in yeni bir ittifak<\/h2>\n<p>Ba\u015flang\u0131\u00e7ta paralel bir yol gibi g\u00f6r\u00fcnen - bir yandan Apple'nin ara\u015ft\u0131rma \u00e7er\u00e7evesi olarak MLX, di\u011fer yandan klasik veritaban\u0131 platformu olarak FileMaker - \u015fimdi birlikte kapal\u0131 bir sistem haline geldi.<\/p>\n<p>Claris, modern i\u015f uygulamalar\u0131n\u0131n formlar, tablolar ve raporlardan daha fazlas\u0131na ihtiya\u00e7 duydu\u011funu fark etti. Uyarlanabilir, anlay\u0131\u015fl\u0131 yapay zekaya ihtiya\u00e7lar\u0131 var - entegre, eklenti de\u011fil. MLX i\u00e7in yerel destek, yeni AI komutlar\u0131 ve yerel ince ayar se\u00e7ene\u011fi ile FileMaker 2025, harici sa\u011flay\u0131c\u0131lara veya harici bulutlara g\u00fcvenmek zorunda kalmadan ilk kez kendi AI s\u00fcre\u00e7lerinizi olu\u015fturmak, kontrol etmek ve verimli bir \u015fekilde kullanmak i\u00e7in eksiksiz bir platform sunar.<\/p>\n<p>Sizin gibi a\u00e7\u0131k, muhafazakar bir \u015fekilde d\u00fc\u015f\u00fcn\u00fclm\u00fc\u015f ve veri a\u00e7\u0131s\u0131ndan g\u00fcvenli bir mimariyi takdir eden geli\u015ftiriciler i\u00e7in bu, ilerlemeden daha fazlas\u0131d\u0131r - yeni bir \u00e7al\u0131\u015fma \u015feklinin ba\u015flang\u0131c\u0131d\u0131r.<\/p>\n<p>Ba\u015fka bir makalede bir <a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/11\/apple-mlx-vs-nvidia-macte-yerel-ki-cikarimi-nasil-calisir\/\"><strong>Apple Silicon ve NVIDIA aras\u0131ndaki kar\u015f\u0131la\u015ft\u0131rma<\/strong><\/a> ve Mac'te yerel dil modellerini \u00e7al\u0131\u015ft\u0131rmak i\u00e7in hangi donan\u0131m\u0131n uygun oldu\u011funu a\u00e7\u0131klay\u0131n.<\/p>\n<hr \/>\n\n\t\t\t<div class=\"display-post-types\">\n\n\t\t\t\t\t\t\t<style type=\"text\/css\">\n\t\t\t#dpt-wrapper-357 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-small-grid-column: 33.33%;--dpt-large-grid-column: 33.3333333333%;--dpt-h-gutter: 10px;--dpt-v-gutter: 10px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-357 { --dpt-title-font-style:normal;--dpt-title-font-weight:600;--dpt-title-line-height:1.5;--dpt-title-text-decoration:none;--dpt-title-text-transform:none;--dpt-excerpt-font-style:normal;--dpt-excerpt-font-weight:400;--dpt-excerpt-line-height:1.5;--dpt-excerpt-text-decoration:none;--dpt-excerpt-text-transform:none;--dpt-meta1-font-style:normal;--dpt-meta1-font-weight:400;--dpt-meta1-line-height:1.9;--dpt-meta1-text-decoration:none;--dpt-meta1-text-transform:none;--dpt-meta2-font-style:normal;--dpt-meta2-font-weight:400;--dpt-meta2-line-height:1.9;--dpt-meta2-text-decoration:none;--dpt-meta2-text-transform:none; }<\/style><div class=\"dpt-main-header\">\n\t\t\t\t\t\t<div class=\"dpt-main-title\">\n\t\t\t\t\t\t\t<span class=\"dpt-main-title-text\">Yapay zeka \u00fczerine g\u00fcncel konular<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/div>\t\t\t\n\t\t\t\t<div id=\"dpt-wrapper-357\" class=\"dpt-wrapper dpt-grid1 multi-col dpt-mason-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"mlx auf apple silicon als lokale ki im vergleich mit ollama &#038; co.\" data-id=\"2857\"  data-category=\"apple macos ki-systeme\" data-post_tag=\"datenschutz k\u00fcnstliche intelligenz llama llm mistral mlx ollama sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/09\/yerel-ki-olarak-elma-si%cc%87li%cc%87kon-uezeri%cc%87ndeki%cc%87-mlx-ollama-co-i%cc%87le-karsilastirildi\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Ollama &amp; Co. ile kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda yerel AI olarak Apple Silicon \u00fczerinde MLX.<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"576\" class=\"attachment-full size-full\" alt=\"MLX ile Mac&#039;te Yerel Yapay Zeka\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon-300x169.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon-768x432.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon-18x10.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 56%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/09\/yerel-ki-olarak-elma-si%cc%87li%cc%87kon-uezeri%cc%87ndeki%cc%87-mlx-ollama-co-i%cc%87le-karsilastirildi\/\" rel=\"bookmark\">Ollama &amp; Co. ile kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda yerel AI olarak Apple Silicon \u00fczerinde MLX.<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"lokale ki auf dem mac: so installieren sie ein sprachmodell mit ollama\" data-id=\"2442\"  data-category=\"ki-systeme tipps &amp; anleitungen\" data-post_tag=\"datenschutz k\u00fcnstliche intelligenz llama llm mac mistral ollama sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/08\/local-ki-on-the-mac-like-this-1tp12ollama-ile-bir-dil-modeli-olusturmak-icin\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Mac'te Yerel Yapay Zeka: Ollama ile bir dil modeli nas\u0131l installiere edilir<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Mac&#039;te Ollama ile yerel AI installieren\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Lokale-KI-auf-Apple-Mac.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Lokale-KI-auf-Apple-Mac.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Lokale-KI-auf-Apple-Mac-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Lokale-KI-auf-Apple-Mac-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Lokale-KI-auf-Apple-Mac-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 67%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/08\/local-ki-on-the-mac-like-this-1tp12ollama-ile-bir-dil-modeli-olusturmak-icin\/\" rel=\"bookmark\">Mac'te Yerel Yapay Zeka: Ollama ile bir dil modeli nas\u0131l installiere edilir<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"wie man heute schon ki-spezialisten ausbilden kann \u2013 chancen f\u00fcr unternehmen und azubis\" data-id=\"3120\"  data-category=\"allgemein b\u00fccher ki-systeme tipps &amp; anleitungen\" data-post_tag=\"buch datenbanken datenlogik denkmodelle k\u00fcnstliche intelligenz llm sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/10\/buguen-ki-uzmanlari-nasil-yeti%cc%87sti%cc%87ri%cc%87li%cc%87r-si%cc%87rketler-ve-stajyerler-i%cc%87ci%cc%87n-firsatlar\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Yapay zeka uzmanlar\u0131 bug\u00fcn nas\u0131l e\u011fitilebilir - \u015firketler ve stajyerler i\u00e7in f\u0131rsatlar<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Yapay zeka uzman\u0131 yeti\u015ftirin\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-spezialist-ausbildung.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-spezialist-ausbildung.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-spezialist-ausbildung-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-spezialist-ausbildung-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-spezialist-ausbildung-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 67%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/10\/buguen-ki-uzmanlari-nasil-yeti%cc%87sti%cc%87ri%cc%87li%cc%87r-si%cc%87rketler-ve-stajyerler-i%cc%87ci%cc%87n-firsatlar\/\" rel=\"bookmark\">Yapay zeka uzmanlar\u0131 bug\u00fcn nas\u0131l e\u011fitilebilir - \u015firketler ve stajyerler i\u00e7in f\u0131rsatlar<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n<hr \/>\n<h2>S\u0131k\u00e7a sorulan sorular<\/h2>\n<ol>\n<li><strong>FileMaker 2025'in \"MLX'i desteklemesi\" tam olarak ne anlama geliyor?<\/strong><br \/>\nFileMaker Server 2025 ilk kez entegre bir AI Model Sunucusu i\u00e7eriyor ve bu sunucu - Apple Silicon Mac install \u00fczerine kuruldu\u011funda - MLX modellerini yerel olarak kullan\u0131yor. Bu, MLX uyumlu bir modeli (\u00f6rn. Mistral veya Phi-2) do\u011frudan Y\u00f6netici Konsolu arac\u0131l\u0131\u011f\u0131yla da\u011f\u0131tabilece\u011finiz ve harici hizmetler veya REST \u00e7a\u011fr\u0131lar\u0131 arac\u0131l\u0131\u011f\u0131yla dolamba\u00e7l\u0131 yollara sapmadan FileMaker \u00e7\u00f6z\u00fcm\u00fcn\u00fczde kullanabilece\u011finiz anlam\u0131na gelir.<\/li>\n<li><strong>Bunun i\u00e7in hangi \u00f6zel donan\u0131m ve yaz\u0131l\u0131ma ihtiyac\u0131m var?<\/strong><br \/>\n- Apple Silicon (M1, M2, M3, M4), ideal olarak 32-64 GB RAM'e sahip bir Mac,<br \/>\n- FileMaker Sunucu 2025, bu Mac'te installiert,<br \/>\n- Ger\u00e7ek \u00e7\u00f6z\u00fcm i\u00e7in FileMaker Pro 2025,<br \/>\n- ve bir veya daha fazla MLX uyumlu model - Claris taraf\u0131ndan sa\u011flanm\u0131\u015f veya kendiniz taraf\u0131ndan d\u00f6n\u00fc\u015ft\u00fcr\u00fclm\u00fc\u015f (\u00f6rn. mlx-lm arac\u0131l\u0131\u011f\u0131yla).<\/li>\n<li><strong>B\u00f6yle bir modeli FileMaker \u00e7\u00f6z\u00fcm\u00fcme nas\u0131l entegre edebilirim?<\/strong><br \/>\nHangi modelin kullan\u0131laca\u011f\u0131n\u0131 belirtmek i\u00e7in FileMaker Komut Dosyalar\u0131ndaki yeni \"AI Hesab\u0131n\u0131 Yap\u0131land\u0131r\" i\u015flevini kullan\u0131n. Sunucu ad\u0131, model ad\u0131 ve kimlik do\u011frulama anahtar\u0131 tan\u0131mlan\u0131r. Daha sonra di\u011fer AI i\u015flevlerini hemen kullanabilirsiniz - \u00f6rne\u011fin metin olu\u015fturma, g\u00f6mme veya anlamsal arama i\u00e7in. Her \u015fey yerel komut dosyas\u0131 ad\u0131mlar\u0131yla \u00e7al\u0131\u015f\u0131r, art\u0131k web g\u00f6r\u00fcnt\u00fcleyici veya \"URL'den ekle\" m\u00fcdahalesi gerekmez.<\/li>\n<li><strong>FileMaker'de hangi AI i\u015flevlerini kullanabilirim?<\/strong><br \/>\nA\u015fa\u011f\u0131daki fonksiyonlar mevcuttur (model tipine ba\u011fl\u0131 olarak):<br \/>\n- Metin olu\u015fturma (\"Generate Response from Model\")<br \/>\n- Do\u011fal arama (\"Do\u011fal Dil ile Bulma Ger\u00e7ekle\u015ftir\")<br \/>\n- G\u00fcnl\u00fck dilde SQL (\"Do\u011fal Dil ile SQL Sorgusu Ger\u00e7ekle\u015ftir\")<br \/>\n- Anlamsal vekt\u00f6rler (\"Get Embedding\", \"Cosine Similarity\")<br \/>\n- \u0130stem \u015fablonu y\u00f6netimi (\"\u0130stem \u015eablonunu Yap\u0131land\u0131r\")<br \/>\n- Kendi verileriyle LoRA ince ayar\u0131 (\"\u0130nce Ayar Modeli\")<br \/>\nT\u00fcm i\u015flevler kod ad\u0131m\u0131 tabanl\u0131d\u0131r ve mevcut \u00e7\u00f6z\u00fcmlere sorunsuz bir \u015fekilde entegre edilebilir.<\/li>\n<li><strong>FileMaker'de ince ayar do\u011frudan nas\u0131l \u00e7al\u0131\u015f\u0131r?<\/strong><br \/>\nFileMaker 2025'te, mevcut bir MLX modeline do\u011frudan LoRA arac\u0131l\u0131\u011f\u0131yla ince ayar yapabilirsiniz - yani kendi verilerinizle \u00f6zelle\u015ftirebilirsiniz. Bunu yapmak i\u00e7in ya bir tablodaki veri kay\u0131tlar\u0131n\u0131 (\u00f6rn. sorular + cevaplar) ya da bir JSONL dosyas\u0131n\u0131 kullan\u0131rs\u0131n\u0131z. Yeni, \u00f6zelle\u015ftirilmi\u015f bir model olu\u015fturmak i\u00e7in tek bir komut dosyas\u0131 komutu (\"Fine-Tune Model\") yeterlidir - bu daha sonra \u00e7\u00f6z\u00fcmde hemen kullan\u0131labilir.<\/li>\n<li><strong>Python, JSON, API'ler veya model formatlar\u0131 hakk\u0131nda bilgi sahibi olmam gerekiyor mu?<\/strong><br \/>\nHay\u0131r, \u00f6yle olmas\u0131 gerekmiyor. Claris kas\u0131tl\u0131 olarak bu teknik ayr\u0131nt\u0131lar\u0131n \u00e7o\u011funun arka planda kalmas\u0131n\u0131 sa\u011flam\u0131\u015ft\u0131r. Yerel komut dosyas\u0131 komutlar\u0131yla \u00e7al\u0131\u015fabilir, verileri FileMaker'de kendiniz y\u00f6netebilir ve geri d\u00f6n\u00fc\u015fleri metin veya vekt\u00f6r olarak i\u015fleyebilirsiniz. \u0130sterseniz daha derine inebilirsiniz - ancak art\u0131k bunu programlama bilgisi olmadan da yapabilirsiniz.<\/li>\n<li><strong>MLX'i FileMaker arac\u0131l\u0131\u011f\u0131yla kullanman\u0131n harici API'lere k\u0131yasla avantajlar\u0131 nelerdir?<\/strong><br \/>\nAvantajlar veri g\u00fcvenli\u011fi, maliyet kontrol\u00fc ve performansta yatmaktad\u0131r:<br \/>\n- Bulut ba\u011flant\u0131s\u0131 gerekmez, t\u00fcm veriler kendi a\u011f\u0131n\u0131zda kal\u0131r.<br \/>\n- API maliyeti veya token s\u0131n\u0131r\u0131 yok - installiert bir kez kullan\u0131ld\u0131\u011f\u0131nda, kullan\u0131m\u0131 \u00fccretsizdir.<br \/>\n- Arada a\u011f gecikmesi olmad\u0131\u011f\u0131 i\u00e7in \u00e7ok k\u0131sa yan\u0131t s\u00fcreleri.<br \/>\n- E\u011fitim verileri \u00fczerinde tam kontrol, ince ayar ve model versiyonlama.<br \/>\nBu, \u00f6zellikle dahili uygulamalar, end\u00fcstri \u00e7\u00f6z\u00fcmleri veya hassas s\u00fcre\u00e7ler i\u00e7in ger\u00e7ek bir oyun de\u011fi\u015ftiricidir.<\/li>\n<li><strong>Herhangi bir k\u0131s\u0131tlama veya dikkat edilmesi gereken bir \u015fey var m\u0131?<\/strong><br \/>\nEvet - MLX yaln\u0131zca Apple Silicon \u00fczerinde \u00e7al\u0131\u015f\u0131r, yani bir Intel sunucusu hari\u00e7tir. Ayr\u0131ca daha b\u00fcy\u00fck modellerin g\u00fcvenilir bir \u015fekilde \u00e7al\u0131\u015fabilmesi i\u00e7in yeterli RAM'e ihtiyac\u0131n\u0131z vard\u0131r. T\u00fcm modeller hemen uyumlu de\u011fildir - baz\u0131lar\u0131n\u0131n d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesi gerekir. Ve son olarak: Bir\u00e7ok \u015fey \"otomatik\" olarak \u00e7al\u0131\u015fsa da, verimli kullan\u0131m i\u00e7in her zaman \u00f6zel bir test \u00e7al\u0131\u015fmas\u0131 ger\u00e7ekle\u015ftirmelisiniz - \u00f6rne\u011fin, az miktarda veri, net hedef tan\u0131mlar\u0131 ve iyi bir g\u00fcnl\u00fck kayd\u0131 stratejisi ile.<\/li>\n<\/ol>\n<p>Resim malzemesi (c) Claris Inc. ve Kohji Asakawa on Pixabay<\/p>","protected":false},"excerpt":{"rendered":"<p>MLX ba\u015flang\u0131\u00e7ta Apple Research taraf\u0131ndan deneysel bir \u00e7er\u00e7eve olarak ba\u015flat\u0131lm\u0131\u015f olsa da, son aylarda sessiz ama \u00f6nemli bir geli\u015fme ya\u015fand\u0131: FileMaker 2025'in piyasaya s\u00fcr\u00fclmesiyle Claris, MLX'i Apple Silicon i\u00e7in yerel bir yapay zeka altyap\u0131s\u0131 olarak sunucuya sa\u011flam bir \u015fekilde entegre etti. Bu, Mac ile \u00e7al\u0131\u015fan ve Apple Silicon'ye g\u00fcvenen herkesin ... <a title=\"Yapay zeka uzmanlar\u0131 bug\u00fcn nas\u0131l e\u011fitilebilir - \u015firketler ve stajyerler i\u00e7in f\u0131rsatlar\" class=\"read-more\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/10\/buguen-ki-uzmanlari-nasil-yeti%cc%87sti%cc%87ri%cc%87li%cc%87r-si%cc%87rketler-ve-stajyerler-i%cc%87ci%cc%87n-firsatlar\/\" aria-label=\"Yapay zeka uzmanlar\u0131 bug\u00fcn nas\u0131l e\u011fitilebilir - \u015firketler ve stajyerler i\u00e7in f\u0131rsatlar hakk\u0131nda devam\u0131n\u0131 oku\">Devam\u0131n\u0131 oku<\/a><\/p>","protected":false},"author":1,"featured_media":2894,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"iawp_total_views":126,"footnotes":""},"categories":[3,431,4],"tags":[440,469,410,11,465,434,451],"class_list":["post-2860","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-filemaker","category-ki-systeme","category-tipps-anleitungen","tag-datenbanken","tag-datenschutz","tag-filemaker","tag-mac","tag-mlx","tag-sprachmodell","tag-vektordatenbank"],"_links":{"self":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/2860","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/comments?post=2860"}],"version-history":[{"count":10,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/2860\/revisions"}],"predecessor-version":[{"id":3474,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/2860\/revisions\/3474"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/media\/2894"}],"wp:attachment":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/media?parent=2860"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/categories?post=2860"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/tags?post=2860"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}