{"id":3220,"date":"2025-10-27T06:58:11","date_gmt":"2025-10-27T06:58:11","guid":{"rendered":"https:\/\/www.markus-schall.de\/?p=3220"},"modified":"2025-12-08T17:28:38","modified_gmt":"2025-12-08T17:28:38","slug":"lora-egi%cc%87ti%cc%87mi%cc%87-fi%cc%87lemaker-2025-bueyuek-di%cc%87l-modelleri%cc%87ni%cc%87n-i%cc%87nce-ayarlarini-nasil-kolaylastiriyor","status":"publish","type":"post","link":"https:\/\/www.markus-schall.de\/tr\/2025\/10\/lora-egi%cc%87ti%cc%87mi%cc%87-fi%cc%87lemaker-2025-bueyuek-di%cc%87l-modelleri%cc%87ni%cc%87n-i%cc%87nce-ayarlarini-nasil-kolaylastiriyor\/","title":{"rendered":"LoRA e\u011fitimi: FileMaker 2025 b\u00fcy\u00fck dil modellerinin ince ayar\u0131n\u0131 nas\u0131l basitle\u015ftiriyor?"},"content":{"rendered":"<p>Yapay zeka d\u00fcnyas\u0131 hareket halinde. Neredeyse her hafta yeni modeller, yeni y\u00f6ntemler ve hepsinden \u00f6nemlisi yeni olanaklar ortaya \u00e7\u0131k\u0131yor - ancak bir ger\u00e7ek de\u011fi\u015fmiyor: her teknik yenilik otomatik olarak daha iyi bir g\u00fcnl\u00fck ya\u015fama yol a\u00e7m\u0131yor. Bir\u00e7ok \u015fey deneysel, karma\u015f\u0131k ya da \u00fcretken kullan\u0131m i\u00e7in \u00e7ok maliyetli olmaya devam ediyor. Bu durum, \u00f6zellikle b\u00fcy\u00fck dil modellerinin ince ayar\u0131 olarak adland\u0131r\u0131lan ve \u00fcretken yapay zekay\u0131 kendi i\u00e7eri\u011fine, terimlerine ve tonlamalar\u0131na g\u00f6re uzmanla\u015ft\u0131rma y\u00f6nteminde a\u00e7\u0131k\u00e7a g\u00f6r\u00fclmektedir.<\/p>\n<p>Son birka\u00e7 ay boyunca bu s\u00fcrece yo\u011fun bir \u015fekilde e\u015flik ettim - \u00f6nce klasik bi\u00e7imde, Python, terminal, hata mesajlar\u0131 ve sinir bozucu kurulum d\u00f6ng\u00fcleri ile. Ve sonra: FileMaker 2025 ile, beni \u015fa\u015f\u0131rtan bir ad\u0131m - \u00e7\u00fcnk\u00fc y\u00fcksek sesle de\u011fil, netti. Ve \u00e7\u00fcnk\u00fc ba\u015fka bir yol oldu\u011funu g\u00f6sterdi.<!--more--><\/p>\n<p>Detayl\u0131 bir \u015fekilde <a href=\"https:\/\/gofilemaker.de\/tr\/2025\/10\/termi\u0307nalden-komut-dosyasina-fi\u0307lemaker-2025-lora-i\u0307nce-ayarlarini-guenluek-kullanima-uygun-hale-geti\u0307ri\u0307yor\/\" target=\"_blank\" rel=\"noopener\"><strong>gofilemaker.de hakk\u0131nda uzman makaleleri<\/strong><\/a> Tam olarak bu de\u011fi\u015fikli\u011fi belgeledim: a\u00e7\u0131k, esnek ancak istikrars\u0131z PEFT-LoRA e\u011fitiminden (\u00f6rne\u011fin Axolotl, LLaMA-Factory veya kohya_ss ile) Claris'in entegre \u00e7\u00f6z\u00fcm\u00fcne ge\u00e7i\u015f - komut dosyas\u0131 arac\u0131l\u0131\u011f\u0131yla, yerel olarak, izlenebilir.<\/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-435 { --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-435 { --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-435\" 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=\"ki als sparringspartner nutzen: wie denken im dialog produktiver wird\" data-id=\"4121\"  data-category=\"b\u00fccher ki-systeme tipps &amp; anleitungen\" data-post_tag=\"buch datenlogik denkmodelle k\u00fcnstliche intelligenz lernen llm ratgeber 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\/12\/kiyi-bir-idman-partneri-olarak-kullanmak-diyalog-icinde-duesuenmenin-nasil-daha-ueretken-hale-geldigi\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Yapay zekay\u0131 bir antrenman partneri olarak kullanmak: Diyalog i\u00e7inde d\u00fc\u015f\u00fcnmek nas\u0131l daha \u00fcretken hale gelir?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Bir tasarruf orta\u011f\u0131 olarak yapay zeka\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-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\/12\/kiyi-bir-idman-partneri-olarak-kullanmak-diyalog-icinde-duesuenmenin-nasil-daha-ueretken-hale-geldigi\/\" rel=\"bookmark\">Yapay zekay\u0131 bir antrenman partneri olarak kullanmak: Diyalog i\u00e7inde d\u00fc\u015f\u00fcnmek nas\u0131l daha \u00fcretken hale gelir?<\/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 k\u00fcnstliche intelligenz die softwareentwicklung und filemaker ver\u00e4ndert\" data-id=\"6029\"  data-category=\"apple iphone &amp; ipad apple macos filemaker &amp; erp ki-systeme\" data-post_tag=\"datenbanken datenlogik denkmodelle erp-software filemaker gfm-business k\u00fcnstliche intelligenz llm prozesse 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\/2026\/05\/yapay-zeka-yazilim-geli%cc%87sti%cc%87rmeyi%cc%87-ve-fi%cc%87lemakeri-nasil-degi%cc%87sti%cc%87ri%cc%87yor\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Yapay zeka yaz\u0131l\u0131m geli\u015ftirmeyi nas\u0131l de\u011fi\u015ftiriyor ve FileMaker<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"682\" class=\"attachment-full size-full\" alt=\"FileMaker veritabanlar\u0131n\u0131n geli\u015ftirilmesinde yapay zeka evrimi\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Evolution-Entwickler.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Evolution-Entwickler.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Evolution-Entwickler-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Evolution-Entwickler-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Evolution-Entwickler-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\/2026\/05\/yapay-zeka-yazilim-geli%cc%87sti%cc%87rmeyi%cc%87-ve-fi%cc%87lemakeri-nasil-degi%cc%87sti%cc%87ri%cc%87yor\/\" rel=\"bookmark\">Yapay zeka yaz\u0131l\u0131m geli\u015ftirmeyi nas\u0131l de\u011fi\u015ftiriyor ve FileMaker<\/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=\"rag mit ollama und qdrant als universelle suchmaschine f\u00fcr eigene daten\" data-id=\"2764\"  data-category=\"filemaker &amp; erp ki-systeme\" data-post_tag=\"datenbanken docker k\u00fcnstliche intelligenz llama llm mistral ollama qdrant vektordatenbank\">\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\/kendi-verileri-icin-evrensel-arama-motoru-olarak-ollama-ve-qdrant-ile-rag\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Kendi verileri i\u00e7in evrensel bir arama motoru olarak Ollama ve Qdrant ile RAG<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1920\" height=\"640\" class=\"attachment-full size-full\" alt=\"RAG, Ollama ve Qdrant kullanarak yerel yapay zekay\u0131 veritabanlar\u0131yla geni\u015fletin\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/lokale-ki-rag-ollama-qdrant.jpg\" data-dpt-sizes=\"(max-width: 1920px) 100vw, 1920px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/lokale-ki-rag-ollama-qdrant.jpg 1920w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/lokale-ki-rag-ollama-qdrant-300x100.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/lokale-ki-rag-ollama-qdrant-1024x341.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/lokale-ki-rag-ollama-qdrant-768x256.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/lokale-ki-rag-ollama-qdrant-1536x512.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/lokale-ki-rag-ollama-qdrant-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\/2025\/08\/kendi-verileri-icin-evrensel-arama-motoru-olarak-ollama-ve-qdrant-ile-rag\/\" rel=\"bookmark\">Kendi verileri i\u00e7in evrensel bir arama motoru olarak Ollama ve Qdrant ile RAG<\/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>LoRA nedir ve neden bu kadar \u00f6nemlidir?<\/h2>\n<p>LoRA, D\u00fc\u015f\u00fck S\u0131ral\u0131 Adaptasyon anlam\u0131na gelir. Kula\u011fa teknik gelen bu terimin arkas\u0131nda basit ama g\u00fc\u00e7l\u00fc bir ilke yatmaktad\u0131r: t\u00fcm bir yapay zeka modelini yeniden e\u011fitmek yerine, hedeflenen bir \u015fekilde yerle\u015ftirilen ve e\u011fitilen adapt\u00f6r a\u011f\u0131rl\u0131klar\u0131 kullan\u0131larak yaln\u0131zca \u00e7ok \u00f6zel par\u00e7alar uyarlan\u0131r. Son y\u0131llarda, bu y\u00f6ntem alana \u00f6zg\u00fc ince ayar i\u00e7in alt\u0131n standart olarak kendini kan\u0131tlam\u0131\u015ft\u0131r - \u00e7\u00fcnk\u00fc \u00e7ok az hesaplama g\u00fcc\u00fc gerektirir ve yine de m\u00fckemmel sonu\u00e7lar verir.<\/p>\n<p>Klasik yakla\u015f\u0131m bir ara\u00e7 cephaneli\u011fi gerektirir:<\/p>\n<ul>\n<li>i\u015fleyen bir Python ortam\u0131,<\/li>\n<li>uygun CUDA ve PyTorch s\u00fcr\u00fcmleri,<\/li>\n<li>Axolotl veya kohya_ss gibi bir e\u011fitim motoru,<\/li>\n<li>GPU kaynaklar\u0131 her \u015feyi halletmek i\u00e7in,<\/li>\n<li>Ve sonuncusu ama en \u00f6nemlisi: Sab\u0131r. \u00c7ok sab\u0131r.<\/li>\n<\/ul>\n<p>\u00c7\u00fcnk\u00fc YAML dosyalar\u0131, tokenizer \u00e7ak\u0131\u015fmalar\u0131 ve format d\u00f6n\u00fc\u015f\u00fcmleri (safetens\u00f6rlerden GGUF'a ve MLX'e ve geri) aras\u0131nda, kullan\u0131labilir bir sonu\u00e7 elde etmek genellikle g\u00fcnler al\u0131r. \u0130\u015fe yar\u0131yor - ama bir yandan da yap\u0131lacak bir \u015fey de\u011fil.<\/p>\n<h2>Ve sonra FileMaker 2025 geldi.<\/h2>\n<p>AI Model Server'\u0131n ve Fine-Tune Model adl\u0131 yeni bir komut dosyas\u0131 ad\u0131m\u0131n\u0131n kullan\u0131ma sunulmas\u0131yla Claris, bu y\u00f6ntemi hi\u00e7 beklenmeyen bir ortama, ili\u015fkisel bir veritaban\u0131na ta\u015f\u0131yor.<\/p>\n<p>\u0130lk ba\u015fta kula\u011fa al\u0131\u015f\u0131lmad\u0131k gelen \u015fey, yak\u0131ndan incelendi\u011finde \u00e7ok mant\u0131kl\u0131 geliyor. \u00c7\u00fcnk\u00fc iyi bir ince ayar neye ihtiya\u00e7 duyar?<\/p>\n<ul>\n<li>Yap\u0131land\u0131r\u0131lm\u0131\u015f veri,<\/li>\n<li>istikrarl\u0131 bir ortam,<\/li>\n<li>parametreleri temizle,<\/li>\n<li>ve tan\u0131mlanm\u0131\u015f bir uygulama ba\u011flam\u0131.<\/li>\n<\/ul>\n<p>FileMaker t\u00fcm bunlar\u0131 sunuyor - bu nedenle LoRA'n\u0131n bu ortama entegrasyonu yabanc\u0131 bir cisim gibi de\u011fil, mant\u0131ksal bir uzant\u0131 gibi g\u00f6r\u00fcn\u00fcyor.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-2891\" src=\"http:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power-1024x545.png\" alt=\"\" width=\"1024\" height=\"545\" srcset=\"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-300x160.png 300w, 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, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Claris-FileMaker-AI-Power.png 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3>Terminalsiz e\u011fitim - ama kontrols\u00fcz de\u011fil<\/h3>\n<p>Yaz\u0131mda, FileMaker'deki e\u011fitim s\u00fcrecinin nas\u0131l bir his oldu\u011funu ayr\u0131nt\u0131l\u0131 olarak anlat\u0131yorum:<\/p>\n<ul>\n<li>Do\u011frudan mevcut tablolardan veya JSONL dosyalar\u0131ndan veri giri\u015fi,<\/li>\n<li>\u00d6\u011frenme h\u0131z\u0131 veya katman derinli\u011fi gibi hiperparametreler do\u011frudan kod i\u00e7inde kontrol edilebilir,<\/li>\n<li>Apple-Silicon \u00fczerinde tam yerel \u00e7al\u0131\u015fma - bulut olmadan, y\u00fckleme olmadan,<\/li>\n<li>ve hepsinden \u00f6nemlisi: tekrarlanabilir ve g\u00fcnl\u00fck kullan\u0131ma uygun sonu\u00e7lar.<\/li>\n<\/ul>\n<p>Elbette baz\u0131 s\u0131n\u0131rlamalar var. FileMaker (hen\u00fcz) \u00e7oklu model sunumuna, katman dondurma stratejilerine veya GGUF veya ONNX gibi di\u011fer formatlara aktar\u0131ma izin vermemektedir. Bu bir ara\u015ft\u0131rma arac\u0131 de\u011fil, dil modellerini \u015firkete \u00f6zg\u00fc terimlere, yan\u0131tlara, \u00fcr\u00fcn a\u00e7\u0131klamalar\u0131na veya dahili diyalog yap\u0131lar\u0131na uyarlamak gibi net kullan\u0131m durumlar\u0131 i\u00e7in bir ara\u00e7t\u0131r.<\/p>\n<p>Cazibesi de burada yat\u0131yor: \u00c7al\u0131\u015f\u0131yor. \u0130stikrarl\u0131. Tekrarlanabilir. Ve m\u00fcmk\u00fcn oldu\u011funu d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcmden daha h\u0131zl\u0131.<\/p>\n<hr \/>\n<h3>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=\"6bebd265ff45d214b49176fe1449fd81\" data-pid=\"2764\" 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=\"c63f973389\" autocomplete=\"off\"><div class=\"basic-elements\"><div class=\"basic-element basic-question basic-question-text-vertical\" data-id=\"10\" data-uid=\"f2c6d76e5a6900ecd30ebc045cf88667\" 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<h2>Kim daha yak\u0131ndan bakmal\u0131 - ve neden?<\/h2>\n<p>Bu makale sadece yapay zekay\u0131 anlamakla kalmay\u0131p ayn\u0131 zamanda onu kullanmak isteyen herkese y\u00f6neliktir:<\/p>\n<ul>\n<li><strong>Genel M\u00fcd\u00fcr<\/strong>Veri koruma ve verimlili\u011fi uyumla\u015ft\u0131rmak isteyen.<\/li>\n<li><strong>Geli\u015ftirici<\/strong>Her seferinde s\u0131f\u0131rdan ba\u015flamak istemeyenler.<\/li>\n<li><strong>Stratejistler<\/strong>Yapay zekan\u0131n sadece d\u0131\u015far\u0131dan \"sat\u0131n al\u0131namayaca\u011f\u0131n\u0131\", ayn\u0131 zamanda i\u00e7eriden de e\u011fitilebilece\u011fini fark eden.<\/li>\n<\/ul>\n<p>FileMaker 2025'te, dil modellerinin ince ayar\u0131 i\u015f ak\u0131\u015f\u0131n\u0131n bir par\u00e7as\u0131 haline gelecek - yabanc\u0131 bir cisim olarak de\u011fil, ger\u00e7ek bir ara\u00e7 olarak. Bu, yapay zekan\u0131n g\u00fcnl\u00fck kullan\u0131ma uygunlu\u011fu konusunda ne kadar yol kat etti\u011fimizi g\u00f6steren sessiz ama kal\u0131c\u0131 bir de\u011fi\u015fimdir.<\/p>\n<p><strong>Makaleye:<\/strong><br \/>\n<a href=\"https:\/\/gofilemaker.de\/tr\/2025\/10\/termi\u0307nalden-komut-dosyasina-fi\u0307lemaker-2025-lora-i\u0307nce-ayarlarini-guenluek-kullanima-uygun-hale-geti\u0307ri\u0307yor\/\" target=\"_blank\" rel=\"noopener\"><strong>Terminalden komut dosyas\u0131na: FileMaker 2025, LoRA ince ayar\u0131n\u0131 g\u00fcnl\u00fck kullan\u0131ma uygun hale getiriyor<\/strong><\/a><\/p>\n<p>Bir sonraki makalede, bir dil modelinin FileMaker ile pratikte nas\u0131l e\u011fitilebilece\u011fini a\u00e7\u0131klayaca\u011f\u0131m ve ayr\u0131ca ilgili bir \u00f6rnek komut dosyas\u0131 sunaca\u011f\u0131m.<\/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-436 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-h-gutter: 10px;--dpt-v-gutter: 9px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-436 { --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\">Sanat ve k\u00fclt\u00fcr \u00fczerine g\u00fcncel makaleler<\/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-436\" class=\"dpt-wrapper dpt-mag1 land1 dpt-cropped dpt-flex-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"wenn pflicht wieder pflicht wird. eine art essay von herrn von l&#8217;oreot.\" data-id=\"3010\"  data-category=\"allgemein gesellschaft kunst &amp; kultur stories &amp; humor\" data-post_tag=\"deutschland erfahrungen geopolitik krisen pers\u00f6nlichkeitsentwicklung sicherheitspolitik\">\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\/goerev-tekrar-goerev-oldugunda-bay-von-loreotun-bi%cc%87r-tuer-denemesi%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">G\u00f6rev tekrar g\u00f6reve d\u00f6n\u00fc\u015ft\u00fc\u011f\u00fcnde. Bay von L'oreot'un bir t\u00fcr denemesi.<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Beklenmedik bir telefon g\u00f6r\u00fc\u015fmesi\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/loreot-pflicht-anruf.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/loreot-pflicht-anruf.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/loreot-pflicht-anruf-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/loreot-pflicht-anruf-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/loreot-pflicht-anruf-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/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\/goerev-tekrar-goerev-oldugunda-bay-von-loreotun-bi%cc%87r-tuer-denemesi%cc%87\/\" rel=\"bookmark\">G\u00f6rev tekrar g\u00f6reve d\u00f6n\u00fc\u015ft\u00fc\u011f\u00fcnde. Bay von L'oreot'un bir t\u00fcr denemesi.<\/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 war syrien vor dem krieg? wer regiert heute? was bedeutet das f\u00fcr gefl\u00fcchtete in deutschland?\" data-id=\"4628\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"deutschland europa geopolitik krisen meinungsfreiheit sicherheitspolitik\">\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\/2026\/01\/savastan-oence-suri%cc%87ye-nasildi-buguen-ki%cc%87m-yoeneti%cc%87yor-bu-almanyadaki%cc%87-muelteci%cc%87ler-i%cc%87ci%cc%87n-ne-anlama-geli%cc%87yor\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Sava\u015ftan \u00f6nce Suriye nas\u0131l bir yerdi? Bug\u00fcn kim y\u00f6netiyor? Bu Almanya'daki m\u00fclteciler i\u00e7in ne anlama geliyor?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Suriye ve \u015eam\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Syrien-Damaskus.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Syrien-Damaskus.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Syrien-Damaskus-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Syrien-Damaskus-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Syrien-Damaskus-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/01\/savastan-oence-suri%cc%87ye-nasildi-buguen-ki%cc%87m-yoeneti%cc%87yor-bu-almanyadaki%cc%87-muelteci%cc%87ler-i%cc%87ci%cc%87n-ne-anlama-geli%cc%87yor\/\" rel=\"bookmark\">Sava\u015ftan \u00f6nce Suriye nas\u0131l bir yerdi? Bug\u00fcn kim y\u00f6netiyor? Bu Almanya'daki m\u00fclteciler i\u00e7in ne anlama geliyor?<\/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=\"jan-josef liefers: ein portr\u00e4t \u00fcber haltung, herkunft und k\u00fcnstlerische freiheit\" data-id=\"3854\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"deutschland erfahrungen krisen lernen meinungsfreiheit musik pers\u00f6nlichkeitsentwicklung portrait\">\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\/12\/jan-josef-liefers-bi%cc%87r-tutum-koeken-ve-sanatsal-oezguerluek-portresi%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Jan-Josef Liefers: Tav\u0131r, k\u00f6ken ve sanatsal \u00f6zg\u00fcrl\u00fck \u00fczerine bir portre<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Jan-Josef Liefers\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/jan-josef-liefers-bi%cc%87r-tutum-koeken-ve-sanatsal-oezguerluek-portresi%cc%87\/\" rel=\"bookmark\">Jan-Josef Liefers: Tav\u0131r, k\u00f6ken ve sanatsal \u00f6zg\u00fcrl\u00fck \u00fczerine bir portre<\/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=\"was ist der sinn des lebens? religionen, philosophen und helmut thielicke im vergleich\" data-id=\"6071\"  data-category=\"allgemein gesellschaft ki-systeme kunst &amp; kultur stories &amp; humor\" data-post_tag=\"denkmodelle erfahrungen gesundheit krisen k\u00fcnstliche intelligenz meinungsfreiheit pers\u00f6nlichkeitsentwicklung portrait\">\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\/2026\/05\/yasamin-anlami-nedi%cc%87r-di%cc%87nler-fi%cc%87lozoflar-ve-helmut-thielicke-karsilastirmasi\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Hayat\u0131n anlam\u0131 nedir? Dinler, filozoflar ve Helmut Thielicke aras\u0131nda bir kar\u015f\u0131la\u015ft\u0131rma<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"682\" class=\"attachment-full size-full\" alt=\"Hayat\u0131n anlam\u0131 sorusu\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Sinn-des-Lebens.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Sinn-des-Lebens.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Sinn-des-Lebens-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Sinn-des-Lebens-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Sinn-des-Lebens-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/05\/yasamin-anlami-nedi%cc%87r-di%cc%87nler-fi%cc%87lozoflar-ve-helmut-thielicke-karsilastirmasi\/\" rel=\"bookmark\">Hayat\u0131n anlam\u0131 nedir? Dinler, filozoflar ve Helmut Thielicke aras\u0131nda bir kar\u015f\u0131la\u015ft\u0131rma<\/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 \/>","protected":false},"excerpt":{"rendered":"<p>Die Welt der k\u00fcnstlichen Intelligenz ist in Bewegung. Neue Modelle, neue Methoden und vor allem neue M\u00f6glichkeiten entstehen heute fast w\u00f6chentlich &#8211; und dennoch bleibt eine Erkenntnis konstant: Nicht jede technische Neuerung f\u00fchrt automatisch zu einem besseren Alltag. Vieles bleibt experimentell, komplex oder schlicht zu aufwendig f\u00fcr den produktiven Einsatz. Besonders deutlich zeigt sich das &#8230; <a title=\"Hayat\u0131n anlam\u0131 nedir? Dinler, filozoflar ve Helmut Thielicke aras\u0131nda bir kar\u015f\u0131la\u015ft\u0131rma\" class=\"read-more\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/05\/yasamin-anlami-nedi%cc%87r-di%cc%87nler-fi%cc%87lozoflar-ve-helmut-thielicke-karsilastirmasi\/\" aria-label=\"Hayat\u0131n anlam\u0131 nedir hakk\u0131nda devam\u0131n\u0131 oku Dinler, filozoflar ve Helmut Thielicke aras\u0131nda bir kar\u015f\u0131la\u015ft\u0131rma\">Devam\u0131n\u0131 oku<\/a><\/p>","protected":false},"author":1,"featured_media":3222,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"iawp_total_views":218,"footnotes":""},"categories":[3,431],"tags":[440,410,471,433,465,434],"class_list":["post-3220","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-filemaker","category-ki-systeme","tag-datenbanken","tag-filemaker","tag-kuenstliche-intelligenz","tag-llm","tag-mlx","tag-sprachmodell"],"_links":{"self":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/3220","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=3220"}],"version-history":[{"count":8,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/3220\/revisions"}],"predecessor-version":[{"id":3904,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/3220\/revisions\/3904"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/media\/3222"}],"wp:attachment":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/media?parent=3220"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/categories?post=3220"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/tags?post=3220"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}