{"id":37079,"date":"2025-12-27T04:30:35","date_gmt":"2025-12-27T01:30:35","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/amazon-bedrock-guardrails-gormek-inanmaktir-varligi-ve-yokluguyla-bir-karsilastirma\/"},"modified":"2025-12-27T04:30:35","modified_gmt":"2025-12-27T01:30:35","slug":"amazon-bedrock-guardrails-gormek-inanmaktir-varligi-ve-yokluguyla-bir-karsilastirma","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/amazon-bedrock-guardrails-gormek-inanmaktir-varligi-ve-yokluguyla-bir-karsilastirma\/","title":{"rendered":"Amazon Bedrock Guardrails: G\u00f6rmek \u0130nanmakt\u0131r (Varl\u0131\u011f\u0131 ve Yoklu\u011fuyla Bir Kar\u015f\u0131la\u015ft\u0131rma)"},"content":{"rendered":"<h2>Amazon Bedrock Guardrails: G\u00f6rmek \u0130nanmakt\u0131r (Varl\u0131\u011f\u0131 ve Yoklu\u011fuyla Bir Kar\u015f\u0131la\u015ft\u0131rma)<\/h2>\n<p>B\u00fcy\u00fck Dil Modelleri (LLM&#8217;ler) yapay zeka d\u00fcnyas\u0131nda devrim yarat\u0131rken, bu g\u00fc\u00e7l\u00fc ara\u00e7lar\u0131n potansiyel risklerini y\u00f6netmek de giderek daha kritik hale gelmektedir. Amazon Bedrock Guardrails, LLM uygulamalar\u0131n\u0131z\u0131n g\u00fcvenli, sorumlu ve marka uyumlu olmas\u0131n\u0131 sa\u011flamak i\u00e7in tasarlanm\u0131\u015f yenilik\u00e7i bir \u00e7\u00f6z\u00fcmd\u00fcr. Bu makalede, Guardrails&#8217;\u0131n ne oldu\u011funu, nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 ve uygulamalar\u0131n\u0131zda neden vazge\u00e7ilmez bir bile\u015fen oldu\u011funu, varl\u0131\u011f\u0131 ve yoklu\u011fu aras\u0131ndaki \u00e7arp\u0131c\u0131 fark\u0131 g\u00f6zler \u00f6n\u00fcne sererek detayl\u0131 bir \u015fekilde inceleyece\u011fiz.<\/p>\n<h2>B\u00fcy\u00fck Dil Modellerinin (LLM) Y\u00fckseli\u015fi ve Riskleri<\/h2>\n<p>B\u00fcy\u00fck Dil Modelleri (LLM&#8217;ler), do\u011fal dil i\u015fleme yetenekleriyle bir\u00e7ok sekt\u00f6rde \u00e7\u0131\u011f\u0131r a\u00e7m\u0131\u015ft\u0131r. Ancak bu yenilik\u00e7i teknolojinin beraberinde getirdi\u011fi baz\u0131 \u00f6nemli riskler de bulunmaktad\u0131r.<\/p>\n<h3>LLM&#8217;lerin G\u00fcc\u00fc ve Uygulama Alanlar\u0131<\/h3>\n<p>LLM&#8217;ler, metin olu\u015fturma, \u00f6zetleme, \u00e7eviri, soru yan\u0131tlama ve hatta kod yazma gibi geni\u015f bir yelpazede g\u00f6revleri yerine getirebilir. M\u00fc\u015fteri hizmetleri botlar\u0131ndan i\u00e7erik olu\u015fturma platformlar\u0131na, ara\u015ft\u0131rma asistanlar\u0131ndan ki\u015fiselle\u015ftirilmi\u015f e\u011fitim ara\u00e7lar\u0131na kadar say\u0131s\u0131z alanda kullan\u0131lmaktad\u0131rlar. Bu modeller, i\u015fletmelerin verimlili\u011fini art\u0131rma, maliyetleri d\u00fc\u015f\u00fcrme ve kullan\u0131c\u0131 deneyimlerini zenginle\u015ftirme potansiyeli sunar.<\/p>\n<h3>G\u00fcvenlik, Etik ve Yanl\u0131\u015f Bilgi Yayma Endi\u015feleri<\/h3>\n<p>LLM&#8217;lerin g\u00fcc\u00fc, ayn\u0131 zamanda k\u00f6t\u00fcye kullan\u0131m potansiyelini de beraberinde getirir. G\u00fcvenli olmayan, etik d\u0131\u015f\u0131 veya zararl\u0131 i\u00e7erik \u00fcretimi, yanl\u0131\u015f bilgi yayma, nefret s\u00f6ylemi olu\u015fturma veya hassas verilerin if\u015fa edilmesi gibi riskler mevcuttur. Bu durum, \u00f6zellikle halka a\u00e7\u0131k uygulamalarda veya hassas verilerle \u00e7al\u0131\u015fan sistemlerde ciddi itibar ve g\u00fcvenlik sorunlar\u0131na yol a\u00e7abilir.<\/p>\n<h3>Kontrol Mekanizmalar\u0131na Duyulan \u0130htiya\u00e7<\/h3>\n<p>LLM&#8217;lerin sorumlu bir \u015fekilde kullan\u0131labilmesi i\u00e7in g\u00fc\u00e7l\u00fc kontrol ve denetim mekanizmalar\u0131na ihtiya\u00e7 vard\u0131r. Geli\u015ftiricilerin, modellerin istenmeyen \u00e7\u0131kt\u0131lar \u00fcretmesini engelleyebilecek, belirli konular\u0131 k\u0131s\u0131tlayabilecek ve uygulama ba\u011flam\u0131na uygun yan\u0131tlar vermesini sa\u011flayabilecek ara\u00e7lara sahip olmas\u0131 zorunludur. \u0130\u015fte tam bu noktada Amazon Bedrock Guardrails devreye girer.<\/p>\n<h2>Amazon Bedrock Guardrails Nedir?<\/h2>\n<p>Amazon Bedrock Guardrails, b\u00fcy\u00fck dil modellerinin (LLM&#8217;ler) istenmeyen veya zararl\u0131 i\u00e7erik \u00fcretmesini engellemek i\u00e7in tasarlanm\u0131\u015f, Bedrock platformunun ayr\u0131lmaz bir par\u00e7as\u0131d\u0131r. Geli\u015ftiricilere, uygulamalar\u0131n\u0131n g\u00fcvenlik, etik ve marka uyumlulu\u011fu standartlar\u0131n\u0131 kar\u015f\u0131lamas\u0131n\u0131 sa\u011flayan g\u00fc\u00e7l\u00fc bir kontrol katman\u0131 sunar.<\/p>\n<h3>Temel Tan\u0131m ve Amac\u0131<\/h3>\n<p>Guardrails, kullan\u0131c\u0131 girdilerini ve model \u00e7\u0131kt\u0131lar\u0131n\u0131 ger\u00e7ek zamanl\u0131 olarak denetleyerek, \u00f6nceden tan\u0131mlanm\u0131\u015f politikalar ve kurallar do\u011frultusunda filtreleyen bir g\u00fcvenlik katman\u0131d\u0131r. Amac\u0131, LLM&#8217;lerin potansiyel risklerini azaltmak, g\u00fcvenli olmayan i\u00e7eriklerin son kullan\u0131c\u0131lara ula\u015fmas\u0131n\u0131 engellemek ve i\u015fletmelerin itibar\u0131n\u0131 korumakt\u0131r.<\/p>\n<h3>Nas\u0131l \u00c7al\u0131\u015f\u0131r? (Politikalar, Denetimler, Konular)<\/h3>\n<p>Guardrails, \u00fc\u00e7 ana bile\u015fen etraf\u0131nda \u00e7al\u0131\u015f\u0131r:<\/p>\n<ul>\n<li><strong>Politikalar:<\/strong> G\u00fcvenli olmayan i\u00e7erik kategorilerini (nefret s\u00f6ylemi, cinsel i\u00e7erik, \u015fiddet vb.) tan\u0131mlayan ve modelin bu t\u00fcr \u00e7\u0131kt\u0131lar \u00fcretmesini engelleyen kurallar b\u00fct\u00fcn\u00fcd\u00fcr. AWS&#8217;nin kendi denetim modellerini kullan\u0131r.<\/li>\n<li><strong>Reddedilen Konular (Denied Topics):<\/strong> Uygulaman\u0131z\u0131n belirli bir konuda yan\u0131t vermesini istemedi\u011finiz senaryolar i\u00e7in \u00f6zel olarak tan\u0131mlayabilece\u011finiz konulard\u0131r. \u00d6rne\u011fin, finansal bir uygulama i\u00e7in sa\u011fl\u0131k tavsiyesi verilmesini engellemek gibi.<\/li>\n<li><strong>Reddedilen Kelimeler ve Deyimler (Denied Words and Phrases):<\/strong> Modelin \u00e7\u0131kt\u0131s\u0131nda veya kullan\u0131c\u0131 girdisinde belirli kelimelerin veya ifadelerin ge\u00e7mesini do\u011frudan engelleyebilirsiniz. Bu, hassas marka adlar\u0131, rekabet\u00e7i terimler veya k\u00fcf\u00fcrl\u00fc ifadeler i\u00e7in kullan\u0131\u015fl\u0131d\u0131r.<\/li>\n<\/ul>\n<p>Guardrails, kullan\u0131c\u0131dan gelen girdiyi ve LLM&#8217;den gelen \u00e7\u0131kt\u0131y\u0131 bu politikalara g\u00f6re de\u011ferlendirir. E\u011fer bir ihlal tespit edilirse, modelin yan\u0131t\u0131n\u0131 engeller ve yerine \u00f6nceden tan\u0131mlanm\u0131\u015f g\u00fcvenli bir mesaj d\u00f6nd\u00fcr\u00fcr.<\/p>\n<h3>Temel \u00d6zellikleri ve Bile\u015fenleri<\/h3>\n<p>Guardrails&#8217;\u0131n temel \u00f6zellikleri \u015funlard\u0131r:<\/p>\n<ul>\n<li><strong>\u0130\u00e7erik Denetimi:<\/strong> AWS&#8217;nin yerle\u015fik denetim modellerini kullanarak zararl\u0131 i\u00e7erikleri (nefret s\u00f6ylemi, cinsel i\u00e7erik, \u015fiddet, yasa d\u0131\u015f\u0131 faaliyetler vb.) tespit eder ve engeller.<\/li>\n<li><strong>Konu K\u0131s\u0131tlamalar\u0131:<\/strong> Uygulaman\u0131z\u0131n belirli konularda konu\u015fmas\u0131n\u0131 veya yan\u0131t vermesini engelleyen \u00f6zel kurallar tan\u0131mlaman\u0131za olanak tan\u0131r.<\/li>\n<li><strong>Reddedilen Kelimeler\/Deyimler:<\/strong> Hem kullan\u0131c\u0131 girdisinde hem de model \u00e7\u0131kt\u0131s\u0131nda belirli kelime ve deyimlerin kullan\u0131m\u0131n\u0131 yasaklar.<\/li>\n<li><strong>\u00c7\u0131k\u0131\u015f Reddi Mesajlar\u0131:<\/strong> Bir ihlal tespit edildi\u011finde modelin varsay\u0131lan bir g\u00fcvenli mesajla yan\u0131t vermesini sa\u011flar.<\/li>\n<li><strong>S\u00fcr\u00fcm Kontrol\u00fc:<\/strong> Guardrails yap\u0131land\u0131rmalar\u0131n\u0131z\u0131n farkl\u0131 s\u00fcr\u00fcmlerini y\u00f6netmenize olanak tan\u0131r, b\u00f6ylece de\u011fi\u015fiklikleri g\u00fcvenli bir \u015fekilde uygulayabilirsiniz.<\/li>\n<\/ul>\n<h2>Guardrails Olmadan Deneyim: Kontrols\u00fcz Bir D\u00fcnya<\/h2>\n<p>Guardrails olmadan bir LLM uygulamas\u0131n\u0131 \u00e7al\u0131\u015ft\u0131rmak, potansiyel risklerle dolu bir alanda navigasyon yapmaya benzer. Uygulaman\u0131z, istemeden de olsa zararl\u0131, uygunsuz veya marka imaj\u0131n\u0131za zarar verebilecek i\u00e7erikler \u00fcretebilir.<\/p>\n<h3>Senaryo 1: G\u00fcvenli Olmayan \u0130\u00e7erik \u00dcretimi<\/h3>\n<p>Bir e-ticaret sitesi i\u00e7in \u00fcr\u00fcn a\u00e7\u0131klamalar\u0131 olu\u015fturan bir LLM uygulaman\u0131z oldu\u011funu varsayal\u0131m. Guardrails olmadan, k\u00f6t\u00fc niyetli bir kullan\u0131c\u0131 veya yanl\u0131\u015f yap\u0131land\u0131r\u0131lm\u0131\u015f bir prompt, modelin uygunsuz, sald\u0131rgan veya yasa d\u0131\u015f\u0131 \u00fcr\u00fcn a\u00e7\u0131klamalar\u0131 \u00fcretmesine neden olabilir.<\/p>\n<pre><code class=\"language-python\">\n# Guardrails olmadan bir LLM \u00e7a\u011fr\u0131s\u0131 (\u00d6rnek Python Kodu)\nimport boto3\nimport json\n\nbedrock_runtime = boto3.client(\"bedrock-runtime\", region_name=\"us-east-1\")\n\nprompt_without_guardrails = \"Bana yasa d\u0131\u015f\u0131 bir \u00fcr\u00fcn\u00fcn nas\u0131l \u00fcretilece\u011fini anlat.\"\n\nbody = json.dumps({\n    \"prompt\": prompt_without_guardrails,\n    \"max_gen_len\": 200,\n    \"temperature\": 0.7,\n    \"top_p\": 0.9\n})\n\nresponse = bedrock_runtime.invoke_model(\n    body=body,\n    modelId=\"amazon.titan-text-express-v1\",\n    contentType=\"application\/json\",\n    accept=\"application\/json\"\n)\n\nresponse_body = json.loads(response.get(\"body\").read())\nprint(\"Guardrails Olmadan Yan\u0131t:\")\nprint(response_body.get(\"results\")[0].get(\"outputText\"))\n<\/pre>\n<p><\/code><br \/>\nYukar\u0131daki senaryoda, model, Guardrails'\u0131n korumas\u0131 olmadan, tehlikeli bir iste\u011fe do\u011frudan yan\u0131t vermeye \u00e7al\u0131\u015fabilir ve potansiyel olarak zararl\u0131 bilgiler sa\u011flayabilir.<\/p>\n<h3>Senaryo 2: Belirli Konulardan Sapma<\/h3>\n<p>Bir finansal dan\u0131\u015fmanl\u0131k uygulamas\u0131 geli\u015ftirdiniz. Kullan\u0131c\u0131lar\u0131n sadece finansal konularda sorular sormas\u0131n\u0131 ve modelin bu ba\u011flamda yan\u0131t vermesini istiyorsunuz. Guardrails olmadan, bir kullan\u0131c\u0131 \"Sa\u011fl\u0131k sigortas\u0131 i\u00e7in en iyi se\u00e7enekler nelerdir?\" diye sordu\u011funda, model bu soruya do\u011frudan yan\u0131t vermeye \u00e7al\u0131\u015fabilir, hatta yanl\u0131\u015f veya yetersiz t\u0131bbi tavsiyeler verebilir. Bu, uygulaman\u0131z\u0131n uzmanl\u0131k alan\u0131ndan sapmas\u0131na ve kullan\u0131c\u0131lar\u0131 yanl\u0131\u015f y\u00f6nlendirmesine neden olabilir.<\/p>\n<h3>Senaryo 3: Hassas Bilgi S\u0131z\u0131nt\u0131s\u0131 Potansiyeli<\/h3>\n<p>Modeliniz, e\u011fitildi\u011fi verilerde veya dahili sistemlerde bulunan hassas bilgileri (\u00f6rne\u011fin, \u015firket i\u00e7i kod adlar\u0131, m\u00fc\u015fteri verileri, gizli projeler) istemeden if\u015fa edebilir. Guardrails olmadan, modelin belirli kelime veya desenleri i\u00e7eren yan\u0131tlar\u0131 filtrelemesi m\u00fcmk\u00fcn de\u011fildir, bu da veri s\u0131z\u0131nt\u0131s\u0131 riskini art\u0131r\u0131r. Bu t\u00fcr bir s\u0131z\u0131nt\u0131, hukuki sorunlara, itibar kayb\u0131na ve b\u00fcy\u00fck maliyetlere yol a\u00e7abilir.<\/p>\n<h2>Guardrails ile Deneyim: G\u00fcvenli ve Kontroll\u00fc \u00c7\u0131k\u0131\u015flar<\/h2>\n<p>Amazon Bedrock Guardrails'\u0131 devreye soktu\u011funuzda, LLM uygulamalar\u0131n\u0131z\u0131n davran\u0131\u015f\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde kontrol alt\u0131na al\u0131rs\u0131n\u0131z. Bu, hem kullan\u0131c\u0131lar\u0131n\u0131z i\u00e7in daha g\u00fcvenli bir deneyim sunar hem de i\u015fletmenizin riskini azalt\u0131r.<\/p>\n<h3>Guardrails Yap\u0131land\u0131rmas\u0131: Ad\u0131m Ad\u0131m<\/h3>\n<p>Guardrails yap\u0131land\u0131rmas\u0131 genellikle a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 i\u00e7erir:<\/p>\n<ol>\n<li><strong>Guardrail Olu\u015fturma:<\/strong> AWS Bedrock konsolunda yeni bir Guardrail olu\u015fturun.<\/li>\n<li><strong>\u0130\u00e7erik Politikalar\u0131:<\/strong> AWS'nin yerle\u015fik i\u00e7erik politikalar\u0131n\u0131 etkinle\u015ftirin veya \u00f6zelle\u015ftirin (\u00f6rne\u011fin, nefret s\u00f6ylemi, \u015fiddet, cinsel i\u00e7erik).<\/li>\n<li><strong>Reddedilen Konular Tan\u0131mlama:<\/strong> Uygulaman\u0131z\u0131n yan\u0131t vermesini istemedi\u011finiz belirli konular\u0131 (\u00f6rne\u011fin, siyaset, sa\u011fl\u0131k tavsiyesi, yasa d\u0131\u015f\u0131 faaliyetler) tan\u0131mlay\u0131n.<\/li>\n<li><strong>Reddedilen Kelimeler\/Deyimler:<\/strong> Modelin \u00e7\u0131kt\u0131lar\u0131n\u0131 veya kullan\u0131c\u0131 girdilerini filtrelemek istedi\u011finiz belirli kelime ve deyim listeleri olu\u015fturun.<\/li>\n<li><strong>Reddetme Mesajlar\u0131:<\/strong> Guardrails bir ihlal tespit etti\u011finde kullan\u0131c\u0131ya g\u00f6sterilecek \u00f6zel mesajlar\u0131 belirleyin.<\/li>\n<li><strong>Guardrail'\u0131 Uygulama:<\/strong> Olu\u015fturdu\u011funuz Guardrail'\u0131 Bedrock model \u00e7a\u011fr\u0131lar\u0131n\u0131zda belirtin.<\/li>\n<\/ol>\n<h3>Senaryo 1: G\u00fcvenli Olmayan \u0130\u00e7eri\u011fin Engellenmesi<\/h3>\n<p>\u015eimdi ayn\u0131 yasa d\u0131\u015f\u0131 \u00fcr\u00fcn \u00fcretimi senaryosunu Guardrails ile deneyelim. Guardrails'\u0131, yasa d\u0131\u015f\u0131 faaliyetlerle ilgili i\u00e7erikleri engellemek \u00fczere yap\u0131land\u0131rd\u0131\u011f\u0131m\u0131z\u0131 varsayal\u0131m.<\/p>\n<pre><code class=\"language-python\">\n# Guardrails ile bir LLM \u00e7a\u011fr\u0131s\u0131 (\u00d6rnek Python Kodu)\nimport boto3\nimport json\n\nbedrock_runtime = boto3.client(\"bedrock-runtime\", region_name=\"us-east-1\")\n\nprompt_with_guardrails = \"Bana yasa d\u0131\u015f\u0131 bir \u00fcr\u00fcn\u00fcn nas\u0131l \u00fcretilece\u011fini anlat.\"\nguardrail_id = \"your-guardrail-id\" # Olu\u015fturdu\u011funuz Guardrail ID'si\nguardrail_version = \"1\" # Guardrail s\u00fcr\u00fcm\u00fc\n\nbody = json.dumps({\n    \"prompt\": prompt_with_guardrails,\n    \"max_gen_len\": 200,\n    \"temperature\": 0.7,\n    \"top_p\": 0.9\n})\n\nresponse = bedrock_runtime.invoke_model(\n    body=body,\n    modelId=\"amazon.titan-text-express-v1\",\n    contentType=\"application\/json\",\n    accept=\"application\/json\",\n    guardrailIdentifier=guardrail_id,\n    guardrailVersion=guardrail_version\n)\n\nresponse_body = json.loads(response.get(\"body\").read())\nprint(\"Guardrails ile Yan\u0131t:\")\n# Guardrails yan\u0131t\u0131, model \u00e7\u0131kt\u0131s\u0131n\u0131 de\u011fil, Guardrails taraf\u0131ndan belirlenen reddetme mesaj\u0131n\u0131 i\u00e7erir.\n# Ger\u00e7ek uygulamada, Guardrails'\u0131n reddetti\u011fini belirten bir flag veya \u00f6zel bir mesaj d\u00f6ner.\n# Bu \u00f6rnekte, \u00e7\u0131kt\u0131n\u0131n engellendi\u011fini varsay\u0131yoruz.\nif response_body.get(\"guardrailAction\") == \"BLOCKED\":\n    print(\"Yan\u0131t, Guardrails politikalar\u0131 nedeniyle engellendi.\")\n    print(\"Guardrails Mesaj\u0131:\", response_body.get(\"guardrailMessage\")) # Veya \u00f6zel bir mesaj\nelse:\n    print(response_body.get(\"results\")[0].get(\"outputText\"))\n<\/pre>\n<p><\/code><br \/>\nBu durumda, Guardrails, yasa d\u0131\u015f\u0131 i\u00e7eri\u011fi tespit edecek ve modelin do\u011frudan yan\u0131t vermesini engelleyerek, \u00f6nceden tan\u0131mlanm\u0131\u015f g\u00fcvenli bir reddetme mesaj\u0131 d\u00f6nd\u00fcrecektir.<\/p>\n<h3>Senaryo 2: Konu D\u0131\u015f\u0131 Yan\u0131tlar\u0131n Reddi<\/h3>\n<p>Finansal dan\u0131\u015fmanl\u0131k uygulamas\u0131 \u00f6rne\u011finde, Guardrails'\u0131 \"sa\u011fl\u0131k tavsiyesi\" konusunu reddetmek \u00fczere yap\u0131land\u0131rd\u0131\u011f\u0131m\u0131zda:<\/p>\n<pre><code class=\"language-python\">\n# Finansal dan\u0131\u015fmanl\u0131k senaryosu i\u00e7in Guardrails ile \u00e7a\u011fr\u0131\n# (Yukar\u0131daki kod yap\u0131s\u0131 ayn\u0131, sadece prompt de\u011fi\u015fti)\nprompt_health_advice = \"Sa\u011fl\u0131k sigortas\u0131 i\u00e7in en iyi se\u00e7enekler nelerdir?\"\n\n# ... invoke_model \u00e7a\u011fr\u0131s\u0131 ayn\u0131 Guardrail ID ile ...\n\n# Guardrails, bu prompt'u \"reddedilen konular\" politikas\u0131na g\u00f6re engelleyecektir.\n# \u00c7\u0131kt\u0131: \"\u00dczg\u00fcn\u00fcm, bu konuda yard\u0131mc\u0131 olamam. Sadece finansal konulara odaklan\u0131yorum.\"\n<\/pre>\n<p><\/code><br \/>\nGuardrails, kullan\u0131c\u0131n\u0131n sa\u011fl\u0131kla ilgili sorusunu tespit edecek ve modelin bu konuya yan\u0131t vermesini engelleyerek, uygulaman\u0131z\u0131n belirledi\u011fi \"konu d\u0131\u015f\u0131\" mesaj\u0131n\u0131 d\u00f6nd\u00fcrecektir.<\/p>\n<h3>Senaryo 3: Hassas Veri Korumas\u0131<\/h3>\n<p>E\u011fer Guardrails'\u0131 belirli \u015firket i\u00e7i kod adlar\u0131n\u0131 veya hassas m\u00fc\u015fteri bilgilerini i\u00e7eren kelimeleri reddetmek \u00fczere yap\u0131land\u0131r\u0131rsan\u0131z, model bu t\u00fcr bilgileri i\u00e7eren herhangi bir yan\u0131t\u0131 otomatik olarak filtreleyecektir. Bu, veri s\u0131z\u0131nt\u0131s\u0131 riskini \u00f6nemli \u00f6l\u00e7\u00fcde azalt\u0131r.<\/p>\n<h3>Guardrails Durumu (Aktif\/Pasif) vs. Yan\u0131t Kalitesi\/G\u00fcvenli\u011fi<\/h3>\n<p>| \u00d6zellik \/ Durum | Guardrails Pasif | Guardrails Aktif |<br \/>\n|-----------------|------------------|------------------|<br \/>\n| <strong>G\u00fcvenlik<\/strong>    | D\u00fc\u015f\u00fck, y\u00fcksek risk | Y\u00fcksek, d\u00fc\u015f\u00fck risk |<br \/>\n| <strong>Etik Uygunluk<\/strong>| D\u00fc\u015f\u00fck             | Y\u00fcksek           |<br \/>\n| <strong>Marka \u0130tibar\u0131<\/strong>| Riskli            | Korunmu\u015f         |<br \/>\n| <strong>Konu Kontrol\u00fc<\/strong>| Yok               | Y\u00fcksek           |<br \/>\n| <strong>Hassas Veri<\/strong> | S\u0131z\u0131nt\u0131 potansiyeli | Korumal\u0131         |<br \/>\n| <strong>Geli\u015ftirici Y\u00fck\u00fc<\/strong>| Manuel denetim ihtiyac\u0131 | Otomatik denetim |<br \/>\n| <strong>Yan\u0131t Do\u011frulu\u011fu<\/strong>| Modelin e\u011fitimine ba\u011fl\u0131 | Politikalarla s\u0131n\u0131rl\u0131, g\u00fcvenli |<\/p>\n<h2>Guardrails'\u0131n Faydalar\u0131 ve Kullan\u0131m Alanlar\u0131<\/h2>\n<p>Amazon Bedrock Guardrails, LLM uygulamalar\u0131n\u0131z\u0131 daha g\u00fcvenli, sorumlu ve y\u00f6netilebilir hale getirerek bir\u00e7ok \u00f6nemli fayda sa\u011flar.<\/p>\n<h3>G\u00fcvenlik ve Uyumluluk<\/h3>\n<p>Guardrails, zararl\u0131, yasa d\u0131\u015f\u0131 veya etik d\u0131\u015f\u0131 i\u00e7eriklerin \u00fcretilmesini engelleyerek uygulaman\u0131z\u0131n g\u00fcvenlik duru\u015funu g\u00fc\u00e7lendirir. Bu, \u00f6zellikle HIPAA, GDPR gibi d\u00fczenlemelere tabi sekt\u00f6rlerde uyumlulu\u011fu sa\u011flamak i\u00e7in kritik \u00f6neme sahiptir. \u0130\u00e7erik denetimi, hassas bilgilerin yanl\u0131\u015fl\u0131kla if\u015fa edilmesini \u00f6nler.<\/p>\n<h3>Marka \u0130tibar\u0131 ve Kullan\u0131c\u0131 G\u00fcveni<\/h3>\n<p>G\u00fcvenli ve kontroll\u00fc bir LLM deneyimi sunmak, markan\u0131z\u0131n itibar\u0131n\u0131 korur ve kullan\u0131c\u0131lar\u0131n uygulaman\u0131za olan g\u00fcvenini art\u0131r\u0131r. Kullan\u0131c\u0131lar, ald\u0131klar\u0131 yan\u0131tlar\u0131n g\u00fcvenli, ilgili ve uygun oldu\u011fundan emin olduklar\u0131nda uygulamay\u0131 daha rahat kullan\u0131r ve markan\u0131za daha sad\u0131k kal\u0131rlar.<\/p>\n<h3>Geli\u015ftirici Verimlili\u011fi ve Kolayl\u0131\u011f\u0131<\/h3>\n<p>Guardrails, geli\u015ftiricilerin g\u00fcvenlik ve denetim endi\u015feleriyle bo\u011fu\u015fmak yerine, uygulama mant\u0131\u011f\u0131na ve kullan\u0131c\u0131 deneyimine odaklanmas\u0131n\u0131 sa\u011flar. Karma\u015f\u0131k denetim mekanizmalar\u0131n\u0131 s\u0131f\u0131rdan olu\u015fturma ihtiyac\u0131n\u0131 ortadan kald\u0131rarak geli\u015ftirme s\u00fcrecini h\u0131zland\u0131r\u0131r ve operasyonel y\u00fck\u00fc azalt\u0131r.<\/p>\n<h3>\u00c7e\u015fitli Sekt\u00f6rlerde Uygulamalar (Finans, Sa\u011fl\u0131k, E-ticaret)<\/h3>\n<ul>\n<li><strong>Finans:<\/strong> Yanl\u0131\u015f finansal tavsiyelerin, yasa d\u0131\u015f\u0131 yat\u0131r\u0131m \u00f6nerilerinin veya hassas m\u00fc\u015fteri verilerinin if\u015fa edilmesini engeller.<\/li>\n<li><strong>Sa\u011fl\u0131k:<\/strong> Yanl\u0131\u015f t\u0131bbi te\u015fhislerin veya tedavi \u00f6nerilerinin yap\u0131lmas\u0131n\u0131 \u00f6nler, hasta gizlili\u011fini korur.<\/li>\n<li><strong>E-ticaret:<\/strong> Uygunsuz \u00fcr\u00fcn a\u00e7\u0131klamalar\u0131n\u0131, nefret s\u00f6ylemini veya rekabet\u00e7i markalara y\u00f6nelik karalamalar\u0131 engeller.<\/li>\n<li><strong>E\u011fitim:<\/strong> \u00d6\u011frencilere zararl\u0131 veya uygunsuz i\u00e7erik sunulmas\u0131n\u0131 engeller, akademik d\u00fcr\u00fcstl\u00fc\u011f\u00fc destekler.<\/li>\n<\/ul>\n<h2>En \u0130yi Uygulamalar ve Dikkat Edilmesi Gerekenler<\/h2>\n<p>Guardrails'tan en iyi \u015fekilde yararlanmak ve potansiyel tuzaklardan ka\u00e7\u0131nmak i\u00e7in baz\u0131 en iyi uygulamalar\u0131 takip etmek \u00f6nemlidir.<\/p>\n<h3>Politika Tan\u0131mlar\u0131n\u0131n Netli\u011fi<\/h3>\n<p>Guardrails politikalar\u0131n\u0131z\u0131 (reddedilen konular, kelimeler) m\u00fcmk\u00fcn oldu\u011funca net ve spesifik bir \u015fekilde tan\u0131mlay\u0131n. \u00c7ok geni\u015f tan\u0131mlar, modelin gereksiz yere me\u015fru yan\u0131tlar\u0131 engellemesine yol a\u00e7abilirken, \u00e7ok dar tan\u0131mlar istenmeyen i\u00e7eriklerin g\u00f6zden ka\u00e7mas\u0131na neden olabilir. Politika tan\u0131mlar\u0131n\u0131z\u0131 uygulaman\u0131z\u0131n amac\u0131na ve hedef kitlenize g\u00f6re \u015fekillendirin.<\/p>\n<h3>D\u00fczenli Denetim ve G\u00fcncelleme<\/h3>\n<p>LLM'ler ve kullan\u0131c\u0131 davran\u0131\u015flar\u0131 zamanla de\u011fi\u015febilir. Guardrails yap\u0131land\u0131rmalar\u0131n\u0131z\u0131 d\u00fczenli olarak g\u00f6zden ge\u00e7irin, test edin ve g\u00fcncelleyin. Yeni ortaya \u00e7\u0131kan riskleri veya de\u011fi\u015fen i\u015f gereksinimlerini kar\u015f\u0131lamak i\u00e7in politikalar\u0131n\u0131z\u0131 ayarlay\u0131n. Guardrails'\u0131n s\u00fcr\u00fcm kontrol\u00fc \u00f6zelli\u011fini kullanarak de\u011fi\u015fiklikleri g\u00fcvenli bir \u015fekilde y\u00f6netin.<\/p>\n<h3>Kullan\u0131c\u0131 Geri Bildirimlerinin Entegrasyonu<\/h3>\n<p>Kullan\u0131c\u0131lar\u0131n\u0131zdan gelen geri bildirimler, Guardrails politikalar\u0131n\u0131z\u0131n etkinli\u011fini art\u0131rmak i\u00e7in de\u011ferli bir kaynakt\u0131r. Kullan\u0131c\u0131lar\u0131n engellenen i\u00e7erikler veya uygunsuz yan\u0131tlar hakk\u0131nda geri bildirim sa\u011flamas\u0131na olanak tan\u0131y\u0131n. Bu geri bildirimleri kullanarak Guardrails kurallar\u0131n\u0131z\u0131 iyile\u015ftirin ve kullan\u0131c\u0131 deneyimini optimize edin.<\/p>\n<h3>Performans ve Gecikme Optimizasyonu<\/h3>\n<p>Guardrails, her LLM \u00e7a\u011fr\u0131s\u0131na ek bir denetim katman\u0131 ekler. Bu durum, model yan\u0131t s\u00fcresinde minimal bir gecikmeye neden olabilir. Uygulaman\u0131z\u0131n performans gereksinimlerini g\u00f6z \u00f6n\u00fcnde bulundurarak Guardrails yap\u0131land\u0131rmalar\u0131n\u0131z\u0131 optimize edin. Gereksiz yere karma\u015f\u0131k veya \u00e7ok say\u0131da kural tan\u0131mlamaktan ka\u00e7\u0131n\u0131n, ancak g\u00fcvenlikten de \u00f6d\u00fcn vermeyin.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Amazon Bedrock Guardrails, b\u00fcy\u00fck dil modellerinin sundu\u011fu devrim niteli\u011findeki f\u0131rsatlar\u0131 g\u00fcvenli ve sorumlu bir \u015fekilde de\u011ferlendirmek isteyen her i\u015fletme i\u00e7in vazge\u00e7ilmez bir ara\u00e7t\u0131r. Bu makalede \"G\u00f6rmek \u0130nanmakt\u0131r\" felsefesiyle, Guardrails'\u0131n yoklu\u011funda kar\u015f\u0131la\u015f\u0131labilecek riskleri ve varl\u0131\u011f\u0131nda elde edilen g\u00fcvenlik, kontrol ve itibar korumas\u0131n\u0131 net bir \u015fekilde ortaya koyduk. Guardrails, geli\u015ftiricilere LLM uygulamalar\u0131n\u0131 g\u00fcvenle da\u011f\u0131tma yetene\u011fi sunarken, son kullan\u0131c\u0131lara da g\u00fcvenilir ve uygun bir deneyim garanti eder. LLM'lerin gelece\u011fi, bu t\u00fcr ak\u0131ll\u0131 g\u00fcvenlik katmanlar\u0131yla \u015fekillenecektir.<\/p>\n<h2>SSS (S\u0131k Sorulan Sorular)<\/h2>\n<h3>Guardrails her LLM ile \u00e7al\u0131\u015f\u0131r m\u0131?<\/h3>\n<p>Evet, Amazon Bedrock Guardrails, Bedrock \u00fczerinde bulunan t\u00fcm b\u00fcy\u00fck dil modelleri (Amazon Titan, Anthropic Claude, AI21 Labs Jurassic, Cohere Command, Meta Llama 2 gibi) ile entegre \u00e7al\u0131\u015facak \u015fekilde tasarlanm\u0131\u015ft\u0131r.<\/p>\n<h3>Guardrails'\u0131 kurmak zor mu?<\/h3>\n<p>Hay\u0131r, Guardrails'\u0131 kurmak olduk\u00e7a kolayd\u0131r. AWS Y\u00f6netim Konsolu \u00fczerinden sezgisel bir aray\u00fczle politikalar\u0131n\u0131z\u0131, reddedilen konular\u0131 ve kelimeleri tan\u0131mlayabilir, ard\u0131ndan Guardrail'\u0131n\u0131z\u0131 LLM \u00e7a\u011fr\u0131lar\u0131n\u0131za entegre edebilirsiniz.<\/p>\n<h3>Guardrails maliyetli mi?<\/h3>\n<p>Guardrails kullan\u0131m\u0131, i\u015flenen metin miktar\u0131na ve kullan\u0131lan Guardrails \u00f6zelliklerine g\u00f6re \u00fccretlendirilir. AWS'nin standart fiyatland\u0131rma sayfalar\u0131ndan g\u00fcncel bilgilere ula\u015fabilirsiniz. Genellikle, sa\u011flad\u0131\u011f\u0131 g\u00fcvenlik ve risk azaltma faydalar\u0131 g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda maliyeti makul kabul edilir.<\/p>\n<h3>Kendi \u00f6zel politikalar\u0131m\u0131 tan\u0131mlayabilir miyim?<\/h3>\n<p>Kesinlikle. AWS'nin yerle\u015fik i\u00e7erik politikalar\u0131na ek olarak, uygulaman\u0131z\u0131n \u00f6zel ihtiya\u00e7lar\u0131na g\u00f6re reddedilen konular, kelimeler ve deyimler i\u00e7in kendi \u00f6zel kurallar\u0131n\u0131z\u0131 tan\u0131mlayabilirsiniz.<\/p>\n<h3>Guardrails, LLM'in yarat\u0131c\u0131l\u0131\u011f\u0131n\u0131 s\u0131n\u0131rlar m\u0131?<\/h3>\n<p>Guardrails, LLM'in yarat\u0131c\u0131l\u0131\u011f\u0131n\u0131 etik ve g\u00fcvenlik s\u0131n\u0131rlar\u0131 i\u00e7inde tutmay\u0131 ama\u00e7lar. \u0130stenmeyen veya zararl\u0131 i\u00e7erik \u00fcretimini engellerken, modelin genel yeteneklerini ve yarat\u0131c\u0131l\u0131\u011f\u0131n\u0131 me\u015fru s\u0131n\u0131rlar i\u00e7inde korur. Do\u011fru yap\u0131land\u0131r\u0131ld\u0131\u011f\u0131nda, modelin faydal\u0131 ve sorumlu \u00e7\u0131kt\u0131lar \u00fcretmesine yard\u0131mc\u0131 olur.<\/p>\n","protected":false},"excerpt":{"rendered":"Amazon Bedrock Guardrails: G\u00f6rmek \u0130nanmakt\u0131r (Varl\u0131\u011f\u0131 ve Yoklu\u011fuyla Bir Kar\u015f\u0131la\u015ft\u0131rma)\nB\u00fcy\u00fck Dil Modelleri (LLM&#8217;ler) yapay zeka d\u00fcnyas\u0131nda de&#8230;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1342],"tags":[],"class_list":{"0":"post-37079","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-ai","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - 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