{"id":38197,"date":"2026-01-25T15:00:40","date_gmt":"2026-01-25T12:00:40","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/aws-bedrock-uzerinde-akilli-bt-destek-ajansi-confluence-entegrasyonu-ile-verimlilik\/"},"modified":"2026-01-25T15:00:40","modified_gmt":"2026-01-25T12:00:40","slug":"aws-bedrock-uzerinde-akilli-bt-destek-ajansi-confluence-entegrasyonu-ile-verimlilik","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/aws-bedrock-uzerinde-akilli-bt-destek-ajansi-confluence-entegrasyonu-ile-verimlilik\/","title":{"rendered":"AWS Bedrock \u00dczerinde Ak\u0131ll\u0131 BT Destek Ajans\u0131: Confluence Entegrasyonu ile Verimlilik"},"content":{"rendered":"<h2>AWS Bedrock \u00dczerinde Ak\u0131ll\u0131 BT Destek Ajans\u0131: Confluence Entegrasyonu ile Verimlilik<\/h2>\n<p>G\u00fcn\u00fcm\u00fcz\u00fcn h\u0131zla de\u011fi\u015fen i\u015f d\u00fcnyas\u0131nda, BT destek ekipleri s\u00fcrekli artan talepler ve karma\u015f\u0131k sorunlarla kar\u015f\u0131 kar\u015f\u0131yad\u0131r. Geleneksel destek modelleri, bu y\u00fck\u00fc kald\u0131rmakta zorlan\u0131rken, yapay zeka destekli \u00e7\u00f6z\u00fcmler verimlili\u011fi art\u0131rma ve kullan\u0131c\u0131 deneyimini iyile\u015ftirme potansiyeli sunmaktad\u0131r. Bu makale, AWS Bedrock&#8217;\u0131n g\u00fc\u00e7l\u00fc yeteneklerini kullanarak, Confluence tabanl\u0131 bilgi bankalar\u0131yla entegre \u00e7al\u0131\u015fan ak\u0131ll\u0131 bir BT destek ajans\u0131n\u0131n nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 ve bunun organizasyonlara sa\u011flayaca\u011f\u0131 faydalar\u0131 detayland\u0131rmaktad\u0131r.<\/p>\n<h2>Giri\u015f: Modern BT Destek \u0130htiya\u00e7lar\u0131 ve Yapay Zeka<\/h2>\n<p>Modern i\u015fletmelerde BT departmanlar\u0131, sadece teknik sorunlar\u0131 \u00e7\u00f6zmekle kalmay\u0131p, ayn\u0131 zamanda i\u015f s\u00fcre\u00e7lerinin kesintisizli\u011fini sa\u011flamak ve \u00e7al\u0131\u015fan verimlili\u011fini desteklemek gibi kritik roller \u00fcstlenir. Ancak, artan karma\u015f\u0131kl\u0131k ve talep hacmi, geleneksel BT destek modellerini zorlamaktad\u0131r. \u00c7al\u0131\u015fanlar, s\u0131k\u00e7a sorulan sorulara h\u0131zl\u0131 yan\u0131tlar ararken, destek ekipleri tekrarlayan g\u00f6revlerle bo\u011fu\u015farak daha stratejik konulara odaklanmakta zorlanmaktad\u0131r. \u0130\u015fte tam bu noktada, yapay zeka (YZ) ve \u00f6zellikle b\u00fcy\u00fck dil modelleri (LLM&#8217;ler), BT destek s\u00fcre\u00e7lerini d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in g\u00fc\u00e7l\u00fc bir potansiyel sunmaktad\u0131r.<\/p>\n<h3>BT Destek Ekiplerinin Kar\u015f\u0131la\u015ft\u0131\u011f\u0131 Zorluklar<\/h3>\n<ul>\n<li>Tekrarlayan sorulara yan\u0131t verme y\u00fck\u00fc.<\/li>\n<li>Bilgiye eri\u015fimdeki gecikmeler ve tutars\u0131zl\u0131klar.<\/li>\n<li>\u00d6l\u00e7eklenebilirlik sorunlar\u0131, artan kullan\u0131c\u0131 say\u0131s\u0131.<\/li>\n<li>Destek personelinin t\u00fckenmi\u015fli\u011fi ve d\u00fc\u015f\u00fck motivasyon.<\/li>\n<li>Kullan\u0131c\u0131 memnuniyetini s\u00fcrd\u00fcrme zorlu\u011fu.<\/li>\n<\/ul>\n<h3>Yapay Zekan\u0131n \u00c7\u00f6z\u00fcm Potansiyeli<\/h3>\n<p>Yapay zeka, do\u011fal dil i\u015fleme (NLP) yetenekleri sayesinde kullan\u0131c\u0131 taleplerini anlayabilir, ilgili bilgileri bulabilir ve hatta sorun giderme ad\u0131mlar\u0131 \u00f6nerebilir. Bu, hem destek ekiplerinin y\u00fck\u00fcn\u00fc azalt\u0131r hem de kullan\u0131c\u0131lara an\u0131nda ve do\u011fru yan\u0131tlar sunarak genel memnuniyeti art\u0131r\u0131r. \u00d6zellikle AWS Bedrock gibi servisler, bu t\u00fcr \u00e7\u00f6z\u00fcmleri h\u0131zla geli\u015ftirmek i\u00e7in gerekli altyap\u0131y\u0131 ve modelleri sunar.<\/p>\n<h3>Bu Makalenin Amac\u0131<\/h3>\n<p>Bu makale, AWS Bedrock \u00fczerinde ak\u0131ll\u0131 bir BT destek ajans\u0131n\u0131n nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131, \u00f6zellikle de \u015firketlerin kritik bilgi bankas\u0131 olarak kulland\u0131\u011f\u0131 Confluence ile nas\u0131l entegre edilece\u011fini teknik detaylar\u0131yla a\u00e7\u0131klamay\u0131 hedeflemektedir. Ama\u00e7, BT destek s\u00fcre\u00e7lerini otomatikle\u015ftirerek verimlili\u011fi art\u0131rmak ve kullan\u0131c\u0131 deneyimini zenginle\u015ftirmektir.<\/p>\n<h2>AWS Bedrock Nedir ve BT Deste\u011finde Neden \u00d6nemlidir?<\/h2>\n<p>AWS Bedrock, Amazon Web Services&#8217;\u0131n b\u00fcy\u00fck dil modellerini (LLM&#8217;ler) ve di\u011fer \u00fcretken yapay zeka modellerini kullanarak uygulamalar olu\u015fturmay\u0131 ve \u00f6l\u00e7eklendirmeyi kolayla\u015ft\u0131ran tam y\u00f6netilen bir hizmetidir. Bu platform, temel modelleri (FM&#8217;ler) bir API arac\u0131l\u0131\u011f\u0131yla sunarak geli\u015ftiricilerin kendi verileriyle \u00f6zelle\u015ftirilmi\u015f ve belirli g\u00f6revlere y\u00f6nelik yapay zeka \u00e7\u00f6z\u00fcmleri geli\u015ftirmesine olanak tan\u0131r.<\/p>\n<h3>Bedrock&#8217;\u0131n Temel Bile\u015fenleri (Temel Modeller, Ajanslar, Bilgi Tabanlar\u0131)<\/h3>\n<ul>\n<li><strong>Temel Modeller (Foundation Models &#8211; FM&#8217;ler):<\/strong> Amazon, AI21 Labs, Anthropic, Cohere, Meta ve Stability AI gibi \u00f6nde gelen yapay zeka \u015firketlerinin geli\u015ftirdi\u011fi \u00e7e\u015fitli LLM&#8217;lere eri\u015fim sa\u011flar. Bu modeller, metin olu\u015fturma, \u00f6zetleme, \u00e7eviri ve soru yan\u0131tlama gibi geni\u015f bir yelpazede g\u00f6revleri yerine getirebilir.<\/li>\n<li><strong>Ajanslar (Agents):<\/strong> Bedrock Ajanslar\u0131, kullan\u0131c\u0131 girdisini anlayan, bir g\u00f6revi yerine getirmek i\u00e7in ad\u0131mlar\u0131 belirleyen ve bu ad\u0131mlar\u0131 ger\u00e7ekle\u015ftirmek i\u00e7in ara\u00e7lar\u0131 (API&#8217;ler, Lambda fonksiyonlar\u0131) \u00e7a\u011f\u0131ran otonom sistemlerdir. BT destek ajans\u0131 senaryosunda, bu ajanslar Confluence&#8217;taki bilgileri sorgulayabilir veya di\u011fer sistemlerle etkile\u015fime ge\u00e7ebilir.<\/li>\n<li><strong>Bilgi Tabanlar\u0131 (Knowledge Bases):<\/strong> Bedrock Bilgi Tabanlar\u0131, \u015firketinizin \u00f6zel verilerini (belgeler, makaleler, k\u0131lavuzlar vb.) depolayarak LLM&#8217;lerin bu verilere eri\u015fmesini ve ba\u011flamsal olarak do\u011fru yan\u0131tlar \u00fcretmesini sa\u011flar. Confluence&#8217;taki BT destek dok\u00fcmantasyonu, bu bilgi tabanlar\u0131 i\u00e7in m\u00fckemmel bir kaynakt\u0131r.<\/li>\n<\/ul>\n<h3>Bedrock Ajanslar\u0131n\u0131n \u00c7al\u0131\u015fma Prensibi<\/h3>\n<p>Bir Bedrock ajans\u0131, bir kullan\u0131c\u0131dan gelen iste\u011fi ald\u0131\u011f\u0131nda a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 izler:<\/p>\n<ol>\n<li>Kullan\u0131c\u0131n\u0131n niyetini anlar (do\u011fal dil i\u015fleme).<\/li>\n<li>G\u00f6revi tamamlamak i\u00e7in bir plan olu\u015fturur.<\/li>\n<li>Bu plana uygun ara\u00e7lar\u0131 (API&#8217;ler, Lambda fonksiyonlar\u0131) \u00e7a\u011f\u0131r\u0131r.<\/li>\n<li>Ara\u00e7lardan gelen sonu\u00e7lar\u0131 i\u015fler ve kullan\u0131c\u0131ya do\u011fal dilde bir yan\u0131t sunar.<\/li>\n<\/ol>\n<h3>BT Deste\u011fi \u0130\u00e7in Avantajlar\u0131<\/h3>\n<p>Bedrock, BT destek ajanslar\u0131 i\u00e7in ideal bir platformdur \u00e7\u00fcnk\u00fc:<\/p>\n<ul>\n<li>\u00d6zelle\u015ftirilebilir: \u015eirketinizin \u00f6zel ihtiya\u00e7lar\u0131na ve verilerine g\u00f6re uyarlanabilir.<\/li>\n<li>\u00d6l\u00e7eklenebilir: Artan talep hacmini kolayca y\u00f6netebilir.<\/li>\n<li>G\u00fcvenli: AWS&#8217;nin sa\u011flam g\u00fcvenlik altyap\u0131s\u0131ndan faydalan\u0131r.<\/li>\n<li>Entegre edilebilir: Mevcut sistemlerinizle (Confluence, Jira, Slack) kolayca entegre edilebilir.<\/li>\n<\/ul>\n<h2>Confluence&#8217;\u0131n Rol\u00fc: Bilgi Bankas\u0131 Olarak G\u00fcc\u00fc<\/h2>\n<p>Atlassian Confluence, ekiplerin bilgi olu\u015fturmas\u0131, payla\u015fmas\u0131 ve i\u015fbirli\u011fi yapmas\u0131 i\u00e7in tasarlanm\u0131\u015f g\u00fc\u00e7l\u00fc bir i\u015fbirli\u011fi arac\u0131d\u0131r. BT departmanlar\u0131 i\u00e7in, Confluence genellikle sorun giderme k\u0131lavuzlar\u0131, prosed\u00fcrler, s\u0131k\u00e7a sorulan sorular (SSS), politika belgeleri ve sistem mimarisi dok\u00fcmantasyonu gibi kritik bilgilerin merkezi bir deposu olarak hizmet verir.<\/p>\n<h3>Confluence Neden \u0130deal Bir Bilgi Kayna\u011f\u0131d\u0131r?<\/h3>\n<p>Confluence&#8217;\u0131n BT destek ajans\u0131 i\u00e7in ideal bir bilgi kayna\u011f\u0131 olmas\u0131n\u0131n ba\u015fl\u0131ca nedenleri \u015funlard\u0131r:<\/p>\n<ul>\n<li><strong>Merkezi Depolama:<\/strong> T\u00fcm BT dok\u00fcmantasyonunu tek bir yerde toplar.<\/li>\n<li><strong>Yap\u0131land\u0131r\u0131lm\u0131\u015f ve Yap\u0131land\u0131r\u0131lmam\u0131\u015f Veri:<\/strong> Hem makaleler, blog yaz\u0131lar\u0131 gibi yap\u0131land\u0131r\u0131lmam\u0131\u015f metinleri hem de tablolar, listeler gibi yar\u0131 yap\u0131land\u0131r\u0131lm\u0131\u015f verileri bar\u0131nd\u0131rabilir.<\/li>\n<li><strong>S\u00fcr\u00fcm Kontrol\u00fc:<\/strong> Bilgilerin g\u00fcncel ve do\u011fru kalmas\u0131n\u0131 sa\u011flayan s\u00fcr\u00fcm ge\u00e7mi\u015fi sunar.<\/li>\n<li><strong>Eri\u015fim Kontrol\u00fc:<\/strong> Kimlerin hangi bilgilere eri\u015febilece\u011fini granular d\u00fczeyde y\u00f6netmeye olanak tan\u0131r.<\/li>\n<li><strong>Arama Yetenekleri:<\/strong> Kendi g\u00fc\u00e7l\u00fc arama motoru sayesinde bilgilere h\u0131zl\u0131 eri\u015fim sa\u011flar.<\/li>\n<\/ul>\n<h3>Yap\u0131land\u0131r\u0131lm\u0131\u015f ve Yap\u0131land\u0131r\u0131lmam\u0131\u015f Veri Y\u00f6netimi<\/h3>\n<p>Confluence, metin tabanl\u0131 makalelerden tutun, kod bloklar\u0131na, tablolara ve hatta g\u00f6m\u00fcl\u00fc medyaya kadar \u00e7e\u015fitli i\u00e7erik t\u00fcrlerini destekler. Bu \u00e7e\u015fitlilik, bir YZ ajans\u0131n\u0131n farkl\u0131 bilgi formatlar\u0131ndan \u00f6\u011frenmesini ve bunlar\u0131 kullanmas\u0131n\u0131 gerektirir. Bedrock&#8217;\u0131n bilgi tabanlar\u0131, bu farkl\u0131 veri t\u00fcrlerini i\u015fleyebilir ve vekt\u00f6r temsillerine d\u00f6n\u00fc\u015ft\u00fcrerek LLM&#8217;lerin anlamsal aramalar yapmas\u0131n\u0131 sa\u011flar.<\/p>\n<h3>BT Dok\u00fcmantasyonunda Confluence Kullan\u0131m\u0131<\/h3>\n<p>Bir\u00e7ok kurulu\u015f, Confluence&#8217;\u0131 a\u015fa\u011f\u0131daki BT dok\u00fcmantasyon t\u00fcrleri i\u00e7in kullan\u0131r:<\/p>\n<table border=\"1\">\n<thead>\n<tr>\n<th>Dok\u00fcman T\u00fcr\u00fc<\/th>\n<th>\u00d6rnek \u0130\u00e7erik<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Sorun Giderme K\u0131lavuzlar\u0131<\/td>\n<td>&#8220;Wi-Fi ba\u011flant\u0131 sorunlar\u0131n\u0131 giderme&#8221;, &#8220;VPN kurulum ad\u0131mlar\u0131&#8221;<\/td>\n<\/tr>\n<tr>\n<td>SSS (S\u0131k\u00e7a Sorulan Sorular)<\/td>\n<td>&#8220;\u015eifremi nas\u0131l s\u0131f\u0131rlar\u0131m?&#8221;, &#8220;Yeni yaz\u0131l\u0131m talebi nas\u0131l yap\u0131l\u0131r?&#8221;<\/td>\n<\/tr>\n<tr>\n<td>Politikalar ve Prosed\u00fcrler<\/td>\n<td>&#8220;G\u00fcvenlik politikas\u0131&#8221;, &#8220;Yaz\u0131l\u0131m y\u00fckleme prosed\u00fcr\u00fc&#8221;<\/td>\n<\/tr>\n<tr>\n<td>Sistem Dok\u00fcmantasyonu<\/td>\n<td>&#8220;Uygulama mimarisi&#8221;, &#8220;Sunucu yap\u0131land\u0131rmalar\u0131&#8221;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Bu zengin bilgi birikimi, Bedrock ajans\u0131n\u0131n ak\u0131ll\u0131 ve ba\u011flamsal yan\u0131tlar \u00fcretmesi i\u00e7in paha bi\u00e7ilmez bir kaynakt\u0131r.<\/p>\n<h2>AWS Bedrock Ajans\u0131 Olu\u015fturma ve Confluence Entegrasyonu Ad\u0131mlar\u0131<\/h2>\n<p>Confluence&#8217;taki bilgileri kullanarak bir AWS Bedrock ajans\u0131 olu\u015fturmak, birka\u00e7 temel ad\u0131mdan olu\u015fur. Bu s\u00fcre\u00e7, verilerin haz\u0131rlanmas\u0131ndan ajans\u0131n yap\u0131land\u0131r\u0131lmas\u0131na ve entegrasyonuna kadar uzan\u0131r.<\/p>\n<h3>Confluence Verilerini Haz\u0131rlama<\/h3>\n<p>\u0130lk ad\u0131m, Confluence&#8217;taki verileri Bedrock&#8217;\u0131n kullanabilece\u011fi bir formata d\u00f6n\u00fc\u015ft\u00fcrmektir. Bu genellikle \u015fu ad\u0131mlar\u0131 i\u00e7erir:<\/p>\n<ol>\n<li><strong>API Eri\u015fimi:<\/strong> Confluence API&#8217;sini kullanarak ilgili sayfalar\u0131, alanlar\u0131 ve ekleri programatik olarak d\u0131\u015fa aktar\u0131n. Atlassian API anahtarlar\u0131 veya OAuth kimlik do\u011frulamas\u0131 gerekecektir.<\/li>\n<li><strong>Veri Temizli\u011fi ve \u00d6n \u0130\u015fleme:<\/strong> D\u0131\u015fa aktar\u0131lan verilerde gereksiz HTML etiketlerini, bi\u00e7imlendirme sorunlar\u0131n\u0131 ve yinelenen i\u00e7erikleri temizleyin. Sadece ajans\u0131n yan\u0131t vermesi i\u00e7in kritik olan bilgileri ay\u0131klay\u0131n.<\/li>\n<li><strong>Uygun Format:<\/strong> Verileri genellikle JSON, CSV veya d\u00fcz metin dosyalar\u0131 olarak S3&#8217;e y\u00fcklemeye uygun bir formata d\u00f6n\u00fc\u015ft\u00fcr\u00fcn. Her bir Confluence sayfas\u0131 veya \u00f6nemli bilgi blo\u011fu ayr\u0131 bir belge olarak ele al\u0131nabilir.<\/li>\n<\/ol>\n<pre><code class=\"language-python\">\n# \u00d6rnek Confluence API \u00e7a\u011fr\u0131s\u0131 (pseudocode)\nimport requests\n\nCONFLUENCE_URL = \"https:\/\/your-domain.atlassian.net\/wiki\/rest\/api\"\nAPI_TOKEN = \"YOUR_API_TOKEN\"\nHEADERS = {\n    \"Authorization\": f\"Bearer {API_TOKEN}\",\n    \"Content-Type\": \"application\/json\"\n}\n\ndef get_confluence_page_content(page_id):\n    response = requests.get(f\"{CONFLUENCE_URL}\/content\/{page_id}?expand=body.storage\", headers=HEADERS)\n    if response.status_code == 200:\n        return response.json()['body']['storage']['value']\n    return None\n\n# Sayfalar\u0131 \u00e7ek, temizle ve S3'e y\u00fckle\n<\/pre>\n<p><\/code><\/p>\n<h3>AWS Bedrock Bilgi Taban\u0131 Olu\u015fturma<\/h3>\n<p>Haz\u0131rlanan Confluence verilerini Bedrock Bilgi Taban\u0131'na entegre etmek i\u00e7in:<\/p>\n<ol>\n<li><strong>S3 Kovas\u0131 Olu\u015fturma:<\/strong> Temizlenmi\u015f Confluence verilerini depolamak i\u00e7in bir Amazon S3 kovas\u0131 olu\u015fturun.<\/li>\n<li><strong>Vekt\u00f6r Veritaban\u0131 Se\u00e7imi:<\/strong> Bedrock Bilgi Taban\u0131, verileri vekt\u00f6r temsillerine d\u00f6n\u00fc\u015ft\u00fcrmek ve anlamsal arama yapmak i\u00e7in bir vekt\u00f6r veritaban\u0131 kullan\u0131r. Amazon OpenSearch Service veya Pinecone gibi se\u00e7enekler mevcuttur.<\/li>\n<li><strong>Bilgi Taban\u0131 Yap\u0131land\u0131rmas\u0131:<\/strong> AWS Konsolu veya API arac\u0131l\u0131\u011f\u0131yla yeni bir Bedrock Bilgi Taban\u0131 olu\u015fturun. S3 kovas\u0131n\u0131 veri kayna\u011f\u0131 olarak belirtin ve bir vekt\u00f6r veritaban\u0131 entegrasyonu se\u00e7in. Bedrock, verileri otomatik olarak alacak, par\u00e7alara ay\u0131racak (chunking) ve vekt\u00f6rle\u015ftirecektir.<\/li>\n<\/ol>\n<h3>Bedrock Ajans\u0131 Yap\u0131land\u0131rma<\/h3>\n<p>Ajans, kullan\u0131c\u0131n\u0131n talebini anlayacak ve Confluence'taki bilgileri kullanarak yan\u0131t verecek \u015fekilde yap\u0131land\u0131r\u0131lmal\u0131d\u0131r:<\/p>\n<ol>\n<li><strong>Ajans Olu\u015fturma:<\/strong> AWS Bedrock konsolunda yeni bir ajans olu\u015fturun.<\/li>\n<li><strong>Talimatlar (Instructions):<\/strong> Ajans\u0131n amac\u0131n\u0131 ve davran\u0131\u015f\u0131n\u0131 tan\u0131mlayan net talimatlar sa\u011flay\u0131n. \u00d6rne\u011fin: \"Sen bir BT destek ajans\u0131s\u0131n. Kullan\u0131c\u0131lar\u0131n BT ile ilgili sorular\u0131n\u0131 Confluence bilgi taban\u0131n\u0131 kullanarak yan\u0131tla. E\u011fer bilgi yoksa, bir insan destek uzman\u0131na y\u00f6nlendirme yap.\"<\/li>\n<li><strong>Temel Model Se\u00e7imi:<\/strong> Ajans\u0131n kullanaca\u011f\u0131 temel modeli se\u00e7in (\u00f6rne\u011fin, Anthropic Claude, Amazon Titan).<\/li>\n<li><strong>Bilgi Taban\u0131 Ekleme:<\/strong> Olu\u015fturdu\u011funuz Confluence tabanl\u0131 bilgi taban\u0131n\u0131 ajansa ba\u011flay\u0131n.<\/li>\n<li><strong>Ara\u00e7 Tan\u0131mlama (Tools):<\/strong> Ajans\u0131n ger\u00e7ekle\u015ftirebilece\u011fi eylemleri tan\u0131mlay\u0131n. Confluence'a do\u011frudan bir API \u00e7a\u011fr\u0131s\u0131 yapma veya Jira'da bilet olu\u015fturma gibi ara\u00e7lar tan\u0131mlanabilir.<\/li>\n<\/ol>\n<pre><code class=\"language-json\">\n\/\/ \u00d6rnek bir Bedrock Ajans\u0131 Talimat\u0131 (JSON format\u0131nda)\n{\n  \"agentName\": \"BTDestekAjansi\",\n  \"instruction\": \"Sen, \u015firket i\u00e7i BT destek uzman\u0131 olarak hareket eden bir yapay zeka ajans\u0131s\u0131n. G\u00f6revin, kullan\u0131c\u0131lar\u0131n teknik sorular\u0131n\u0131 yan\u0131tlamak, sorun giderme ad\u0131mlar\u0131 sunmak ve s\u0131k\u00e7a sorulan sorulara Confluence bilgi taban\u0131n\u0131 kullanarak yan\u0131t vermektir. Bilgi taban\u0131nda bulunamayan veya karma\u015f\u0131k konularda kullan\u0131c\u0131y\u0131 bir insan destek uzman\u0131na y\u00f6nlendirmelisin. Yan\u0131tlar\u0131n k\u0131sa, net ve anla\u015f\u0131l\u0131r olmal\u0131d\u0131r.\",\n  \"foundationModel\": \"anthropic.claude-v2\",\n  \"agentResourceRoleArn\": \"arn:aws:iam::123456789012:role\/BedrockAgentRole\",\n  \"knowledgeBases\": [\n    {\n      \"knowledgeBaseId\": \"ABCDEFGHIJ\", \/\/ Confluence Bilgi Taban\u0131 ID'si\n      \"description\": \"\u015eirket i\u00e7i BT destek Confluence sayfalar\u0131n\u0131 i\u00e7erir.\"\n    }\n  ],\n  \"agentActions\": [\n    \/\/ Confluence'a \u00f6zel API \u00e7a\u011fr\u0131lar\u0131 veya Jira entegrasyonu i\u00e7in ara\u00e7lar buraya eklenebilir.\n  ]\n}\n<\/pre>\n<p><\/code><\/p>\n<h3>Ajans\u0131 Confluence ile Ba\u011flama<\/h3>\n<p>Bedrock Ajans\u0131, Confluence'taki bilgilere do\u011frudan eri\u015fmek i\u00e7in Bilgi Taban\u0131 entegrasyonunu kullan\u0131r. Ancak, daha geli\u015fmi\u015f senaryolar i\u00e7in (\u00f6rne\u011fin, Confluence'ta bir sayfa olu\u015fturma veya g\u00fcncelleme), ajansa \u00f6zel <strong>ara\u00e7lar (tools)<\/strong> tan\u0131mlaman\u0131z gerekebilir. Bu ara\u00e7lar genellikle AWS Lambda fonksiyonlar\u0131 arac\u0131l\u0131\u011f\u0131yla uygulan\u0131r ve Confluence API'si ile etkile\u015fime girer.<\/p>\n<h3>Test ve \u0130yile\u015ftirme<\/h3>\n<p>Ajans\u0131 da\u011f\u0131tmadan \u00f6nce kapsaml\u0131 testler yapmak \u00e7ok \u00f6nemlidir. Farkl\u0131 kullan\u0131c\u0131 senaryolar\u0131n\u0131 sim\u00fcle edin, ajans\u0131n yan\u0131tlar\u0131n\u0131n do\u011frulu\u011funu ve tutarl\u0131l\u0131\u011f\u0131n\u0131 kontrol edin. Geri bildirimleri toplayarak ajans\u0131n talimatlar\u0131n\u0131, bilgi taban\u0131n\u0131 ve ara\u00e7lar\u0131n\u0131 s\u00fcrekli olarak iyile\u015ftirin.<\/p>\n<h2>Veri G\u00fcvenli\u011fi ve Eri\u015fim Kontrol\u00fc<\/h2>\n<p>Hassas BT bilgilerini i\u015flerken veri g\u00fcvenli\u011fi ve eri\u015fim kontrol\u00fc en \u00f6nemli \u00f6nceliklerden biridir. AWS Bedrock ve Confluence entegrasyonunda bu konulara dikkat etmek kritik \u00f6neme sahiptir.<\/p>\n<h3>AWS IAM ve Confluence API G\u00fcvenli\u011fi<\/h3>\n<ul>\n<li><strong>AWS IAM (Identity and Access Management):<\/strong> Bedrock ajans\u0131n\u0131n S3 kovas\u0131na ve vekt\u00f6r veritaban\u0131na eri\u015fimini AWS IAM rolleri ve politikalar\u0131 ile s\u0131n\u0131rlay\u0131n. En az ayr\u0131cal\u0131k prensibini uygulay\u0131n.<\/li>\n<li><strong>Confluence API Kimlik Do\u011frulamas\u0131:<\/strong> Confluence API'sine eri\u015fim i\u00e7in g\u00fc\u00e7l\u00fc kimlik do\u011frulama y\u00f6ntemleri kullan\u0131n (\u00f6rne\u011fin, API tokenlar\u0131 veya OAuth 2.0). Bu kimlik bilgilerini AWS Secrets Manager gibi g\u00fcvenli bir yerde saklay\u0131n ve Lambda fonksiyonlar\u0131n\u0131zdan eri\u015fin.<\/li>\n<\/ul>\n<h3>Veri \u015eifreleme ve Gizlilik<\/h3>\n<ul>\n<li><strong>Aktar\u0131m Halindeki Veri:<\/strong> Confluence API'sinden S3'e ve Bedrock'a veri aktar\u0131m\u0131 s\u0131ras\u0131nda TLS\/SSL \u015fifrelemesi kullan\u0131ld\u0131\u011f\u0131ndan emin olun.<\/li>\n<li><strong>Beklemedeki Veri:<\/strong> S3 kovas\u0131nda depolanan Confluence verilerini AWS KMS (Key Management Service) ile \u015fifreleyin. Vekt\u00f6r veritaban\u0131n\u0131z\u0131n da beklemedeki verileri \u015fifreledi\u011finden emin olun.<\/li>\n<li><strong>Hassas Bilgilerin Y\u00f6netimi:<\/strong> Confluence'ta \u00e7ok hassas ki\u015fisel veya \u015firket verileri varsa, bunlar\u0131 YZ ajans\u0131na a\u00e7madan \u00f6nce maskeleme veya filtreleme stratejileri uygulay\u0131n.<\/li>\n<\/ul>\n<h3>Denetim ve Loglama<\/h3>\n<p>T\u00fcm ajans etkile\u015fimlerini ve Confluence API \u00e7a\u011fr\u0131lar\u0131n\u0131 denetlemek ve loglamak, g\u00fcvenlik olaylar\u0131n\u0131 tespit etmek ve uyumluluk gereksinimlerini kar\u015f\u0131lamak i\u00e7in \u00f6nemlidir. AWS CloudTrail ve Amazon CloudWatch, bu loglar\u0131 toplamak ve analiz etmek i\u00e7in kullan\u0131labilir.<\/p>\n<h2>Pratik Kullan\u0131m Senaryolar\u0131 ve Faydalar\u0131<\/h2>\n<p>AWS Bedrock ve Confluence entegrasyonu ile olu\u015fturulan bir BT destek ajans\u0131, \u00e7e\u015fitli pratik senaryolarda de\u011ferli faydalar sa\u011flayabilir.<\/p>\n<h3>S\u0131k\u00e7a Sorulan Sorular\u0131 Otomatik Yan\u0131tlama<\/h3>\n<p>Kullan\u0131c\u0131lar \"\u015eifremi nas\u0131l s\u0131f\u0131rlar\u0131m?\", \"VPN'e nas\u0131l ba\u011flan\u0131r\u0131m?\" veya \"Yeni bir yaz\u0131l\u0131m talebi nas\u0131l olu\u015fturulur?\" gibi sorular sordu\u011funda, ajans Confluence'taki ilgili SSS sayfalar\u0131n\u0131 veya k\u0131lavuzlar\u0131 h\u0131zla bulup do\u011fal dilde yan\u0131tlayabilir.<\/p>\n<h3>Sorun Giderme K\u0131lavuzlar\u0131 Sunma<\/h3>\n<p>\"Bilgisayar\u0131m yava\u015f \u00e7al\u0131\u015f\u0131yor\" veya \"Yaz\u0131c\u0131m yazd\u0131rm\u0131yor\" gibi daha karma\u015f\u0131k sorunlar i\u00e7in ajans, Confluence'taki ad\u0131m ad\u0131m sorun giderme k\u0131lavuzlar\u0131n\u0131 sunabilir, hatta kullan\u0131c\u0131n\u0131n belirli ad\u0131mlar\u0131 izlemesini isteyebilir.<\/p>\n<h3>Yeni \u00c7al\u0131\u015fanlara Y\u00f6nelik Bilgi Sa\u011flama<\/h3>\n<p>Yeni i\u015fe ba\u015flayanlar i\u00e7in onboarding s\u00fcrecinde, ajans \"\u015eirket a\u011f\u0131na nas\u0131l ba\u011flan\u0131r\u0131m?\", \"\u0130zin politikalar\u0131 nelerdir?\" veya \"\u0130nsan kaynaklar\u0131 departman\u0131na nas\u0131l ula\u015f\u0131r\u0131m?\" gibi sorular\u0131 yan\u0131tlayarak oryantasyon s\u00fcrecini kolayla\u015ft\u0131rabilir.<\/p>\n<h3>BT Destek Ekiplerinin Y\u00fck\u00fcn\u00fc Azaltma<\/h3>\n<p>Ajans, tekrarlayan ve basit sorular\u0131n b\u00fcy\u00fck bir k\u0131sm\u0131n\u0131 \u00fcstlenerek, insan destek uzmanlar\u0131n\u0131n daha karma\u015f\u0131k ve stratejik sorunlara odaklanmas\u0131n\u0131 sa\u011flar. Bu, genel yan\u0131t s\u00fcresini k\u0131salt\u0131r ve destek personelinin verimlili\u011fini art\u0131r\u0131r.<\/p>\n<h2>Gelecek ve Optimizasyon<\/h2>\n<p>Bir BT destek ajans\u0131n\u0131n kurulmas\u0131 sadece bir ba\u015flang\u0131\u00e7t\u0131r. S\u00fcrekli iyile\u015ftirme ve yeni entegrasyonlar, ajans\u0131n de\u011ferini art\u0131rman\u0131n anahtar\u0131d\u0131r.<\/p>\n<h3>S\u00fcrekli \u00d6\u011frenme ve Model G\u00fcncellemeleri<\/h3>\n<p>Yapay zeka modelleri s\u00fcrekli geli\u015fmektedir. Bedrock ajans\u0131n\u0131z\u0131n performans\u0131n\u0131 art\u0131rmak i\u00e7in d\u00fczenli olarak yeni temel modelleri test edin ve bilgi taban\u0131n\u0131z\u0131 g\u00fcncel tutun. Kullan\u0131c\u0131 etkile\u015fimlerinden \u00f6\u011frenerek ajans\u0131n yan\u0131t kalitesini iyile\u015ftirmek i\u00e7in geri bildirim d\u00f6ng\u00fcleri olu\u015fturun.<\/p>\n<h3>Geli\u015fmi\u015f Entegrasyonlar (Jira, Slack vb.)<\/h3>\n<p>Ajans\u0131n yeteneklerini geni\u015fletmek i\u00e7in Confluence d\u0131\u015f\u0131ndaki sistemlerle entegrasyonlar d\u00fc\u015f\u00fcnebilirsiniz:<\/p>\n<ul>\n<li><strong>Jira:<\/strong> Ajans, karma\u015f\u0131k sorunlar i\u00e7in otomatik olarak Jira'da bilet olu\u015fturabilir veya mevcut biletlerin durumunu sorgulayabilir.<\/li>\n<li><strong>Slack\/Microsoft Teams:<\/strong> Ajans\u0131 do\u011frudan ileti\u015fim platformlar\u0131na entegre ederek kullan\u0131c\u0131lar\u0131n sorular\u0131n\u0131 do\u011frudan sohbet aray\u00fcz\u00fcnden sormas\u0131n\u0131 sa\u011flay\u0131n.<\/li>\n<li><strong>Active Directory\/LDAP:<\/strong> Kullan\u0131c\u0131 kimlik do\u011frulamas\u0131n\u0131 ve yetkilendirmeyi entegre ederek ki\u015fiselle\u015ftirilmi\u015f destek sunun.<\/li>\n<\/ul>\n<h3>Kullan\u0131c\u0131 Geri Bildirimlerinin \u00d6nemi<\/h3>\n<p>Kullan\u0131c\u0131lar\u0131n ajansla etkile\u015fimlerinden sonra geri bildirim sa\u011flamalar\u0131n\u0131 te\u015fvik edin (\u00f6rne\u011fin, \"Bu yan\u0131t yard\u0131mc\u0131 oldu mu?\"). Bu geri bildirimler, ajans\u0131n performans\u0131n\u0131 \u00f6l\u00e7mek ve gelecekteki iyile\u015ftirmeler i\u00e7in de\u011ferli veriler sa\u011flamak a\u00e7\u0131s\u0131ndan kritik \u00f6neme sahiptir.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>AWS Bedrock \u00fczerinde Confluence ile entegre bir ak\u0131ll\u0131 BT destek ajans\u0131 olu\u015fturmak, modern i\u015fletmeler i\u00e7in oyunun kurallar\u0131n\u0131 de\u011fi\u015ftiren bir yakla\u015f\u0131md\u0131r. Bu \u00e7\u00f6z\u00fcm, BT destek ekiplerinin \u00fczerindeki y\u00fck\u00fc hafifletirken, kullan\u0131c\u0131lara an\u0131nda, do\u011fru ve tutarl\u0131 bilgi sa\u011flayarak genel verimlili\u011fi ve memnuniyeti \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131r\u0131r. G\u00fcvenlik ve s\u00fcrekli optimizasyon prensiplerine ba\u011fl\u0131 kalarak, bu t\u00fcr bir ajans, \u015firketinizin dijital d\u00f6n\u00fc\u015f\u00fcm yolculu\u011funda \u00f6nemli bir ad\u0131m olacakt\u0131r. Yapay zekan\u0131n g\u00fcc\u00fcn\u00fc BT destek s\u00fcre\u00e7lerine entegre etmek, sadece bug\u00fcn\u00fcn zorluklar\u0131n\u0131 \u00e7\u00f6zmekle kalmayacak, ayn\u0131 zamanda gelece\u011fin daha \u00e7evik ve verimli BT operasyonlar\u0131n\u0131n temelini atacakt\u0131r.<\/p>\n<h2>SSS (S\u0131k\u00e7a Sorulan Sorular)<\/h2>\n<h3>Confluence'daki t\u00fcm veriler kullan\u0131labilir mi?<\/h3>\n<p>Evet, Confluence'taki hemen hemen t\u00fcm metin tabanl\u0131 veriler (sayfalar, bloglar, yorumlar) Bedrock Bilgi Taban\u0131'na entegre edilebilir. Ancak, ajans\u0131n daha verimli \u00e7al\u0131\u015fmas\u0131 i\u00e7in sadece ilgili ve temizlenmi\u015f verilerin kullan\u0131lmas\u0131 \u00f6nerilir.<\/p>\n<h3>G\u00fcvenlik nas\u0131l sa\u011flan\u0131r?<\/h3>\n<p>AWS IAM rolleri ile eri\u015fim kontrol\u00fc, S3 ve vekt\u00f6r veritaban\u0131nda beklemedeki ve aktar\u0131m halindeki verilerin \u015fifrelenmesi, Confluence API eri\u015fimi i\u00e7in g\u00fcvenli kimlik do\u011frulama y\u00f6ntemleri (API tokenlar\u0131\/OAuth) ve AWS Secrets Manager kullan\u0131m\u0131 ile g\u00fcvenlik sa\u011flan\u0131r.<\/p>\n<h3>Kurulum ne kadar s\u00fcrer?<\/h3>\n<p>Kurulum s\u00fcresi, Confluence veri hacmine, mevcut altyap\u0131n\u0131za ve entegrasyon karma\u015f\u0131kl\u0131\u011f\u0131na ba\u011fl\u0131d\u0131r. Temel bir ajans ve bilgi taban\u0131 birka\u00e7 g\u00fcn i\u00e7inde kurulabilirken, kapsaml\u0131 entegrasyonlar ve optimizasyonlar birka\u00e7 hafta s\u00fcrebilir.<\/p>\n<h3>Hangi temel modeller kullan\u0131labilir?<\/h3>\n<p>AWS Bedrock, Amazon Titan, Anthropic Claude, AI21 Labs Jurassic, Cohere Command ve Stability AI Stable Diffusion gibi \u00e7e\u015fitli temel modelleri destekler. \u0130htiya\u00e7lar\u0131n\u0131za ve b\u00fct\u00e7enize en uygun modeli se\u00e7ebilirsiniz.<\/p>\n<h3>Maliyetler nas\u0131l hesaplan\u0131r?<\/h3>\n<p>Maliyetler, kullan\u0131lan temel modelin t\u00fcr\u00fcne ve kullan\u0131m miktar\u0131na (token say\u0131s\u0131), S3 depolama maliyetlerine, vekt\u00f6r veritaban\u0131 maliyetlerine (OpenSearch veya Pinecone), Lambda fonksiyonlar\u0131n\u0131n \u00e7al\u0131\u015fma s\u00fcresine ve di\u011fer AWS servislerinin kullan\u0131m\u0131na g\u00f6re de\u011fi\u015fir.<\/p>\n","protected":false},"excerpt":{"rendered":"Modern i\u015fletmelerde BT departmanlar\u0131, sadece teknik sorunlar\u0131 \u00e7\u00f6zmekle kalmay\u0131p, ayn\u0131 zamanda i\u015f s\u00fcre\u00e7lerinin kesintisizli\u011fini sa\u011flamak ve \u00e7al\u0131&#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":[1406],"tags":[],"class_list":{"0":"post-38197","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-aws","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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