{"id":95686,"date":"2024-10-11T18:12:49","date_gmt":"2024-10-11T18:12:49","guid":{"rendered":"https:\/\/business-staging.udemy.com\/learning-path\/genai-deep-dive-rag-system-mastery\/"},"modified":"2025-06-24T23:51:00","modified_gmt":"2025-06-24T23:51:00","slug":"ai-deep-dive-rag-system-mastery","status":"publish","type":"learning-path","link":"https:\/\/business-staging.udemy.com\/tr\/learning-path\/ai-deep-dive-rag-system-mastery\/","title":{"rendered":"RAG Sistemi Uzmanl\u0131\u011f\u0131"},"featured_media":0,"template":"","meta":{"_acf_changed":false,"_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"","jv_blocks_editor_width":"","_genesis_block_theme_hide_title":false},"class_list":["post-95686","learning-path","type-learning-path","status-publish","hentry","post","without-featured-image"],"acf":{"best_for":false,"skills":[{"skill":"RAG sistem tasar\u0131m\u0131 ve optimizasyonu"},{"skill":"Geli\u015fmi\u015f alma teknikleri (sorgu geni\u015fletme, yeniden s\u0131ralama, DPR)"},{"skill":"LlamaIndex ve JavaScript kullanarak RAG uygulamas\u0131 geli\u015ftirme"},{"skill":"Yap\u0131land\u0131r\u0131lmam\u0131\u015f veri \u00f6n i\u015fleme ve birle\u015ftirme"},{"skill":"Vekt\u00f6r veritaban\u0131 y\u00f6netimi"},{"skill":"Bilgi grafi\u011fi olu\u015fturma ve sorgulama (Neo4j)"},{"skill":"\u00c7ok modlu RAG uygulamas\u0131 geli\u015ftirme"},{"skill":"Full-stack sohbet robotu ve yapay zeka uygulamas\u0131 da\u011f\u0131t\u0131m\u0131"}],"title":"RAG Sistemi Uzmanl\u0131\u011f\u0131","heading_paragraph":"

Bu ba\u015flang\u0131\u00e7 d\u00fczeyindeki \u00f6\u011frenim yolu, Almayla Art\u0131r\u0131lm\u0131\u015f \u00dcretim (RAG) sistemlerini ke\u015ffederek temel ve geli\u015fmi\u015f RAG tekniklerini, JavaScript ile LlamaIndex entegrasyonunu, yap\u0131land\u0131r\u0131lmam\u0131\u015f veri \u00f6n i\u015flemeyi, bilgi grafikleriyle geli\u015ftirilmi\u015f RAG ve \u00e7ok modlu RAG uygulamalar\u0131n\u0131 kapsar. \u00d6\u011frenciler vekt\u00f6r veritabanlar\u0131, yo\u011fun ge\u00e7i\u015f eri\u015fimi, \u00e7apraz kodlay\u0131c\u0131 yeniden s\u0131ralamas\u0131, Neo4j kullanarak bilgi grafi\u011fi olu\u015fturma ve modern \u00e7er\u00e7evelere sahip \u00fcretime haz\u0131r RAG uygulamalar\u0131 olu\u015fturma konusunda pratik deneyim kazan\u0131rlar.<\/p>\n","description_paragraph":"

\u00d6\u011frenim hedefleri<\/h3>\n
    \n
  1. Temel ve geli\u015fmi\u015f RAG tekniklerini ay\u0131rt ederek Almayla Art\u0131r\u0131lm\u0131\u015f \u00dcretim (RAG) ilkelerini ve mimarisini a\u00e7\u0131klay\u0131n.<\/li>\n
  2. Bilgi alma ve yan\u0131t olu\u015fturma i\u015flemlerini iyile\u015ftirmek i\u00e7in sorgu geni\u015fletme, \u00e7apraz kodlay\u0131c\u0131 yeniden s\u0131ralama ve yo\u011fun ge\u00e7i\u015f eri\u015fimi gibi geli\u015fmi\u015f RAG y\u00f6ntemleri uygulay\u0131n.<\/li>\n
  3. LlamaIndex ve JavaScript kullanarak full-stack sohbet robotu geli\u015ftirme ve vekt\u00f6r veritabanlar\u0131yla entegrasyon gibi RAG uygulamalar\u0131 olu\u015fturun ve da\u011f\u0131t\u0131n.<\/li>\n
  4. \u00d6zel \u00e7er\u00e7eveler ve birle\u015ftirme stratejileri kullanarak RAG ve LLM uygulamalar\u0131 i\u00e7in yap\u0131land\u0131r\u0131lmam\u0131\u015f verileri (PDF’ler, HTML, PPTX, g\u00f6r\u00fcnt\u00fcler) \u00f6nceden i\u015fleyin ve yap\u0131land\u0131r\u0131n.<\/li>\n
  5. Bilgi grafiklerini ve \u00e7ok modlu verileri RAG sistemlerine entegre edin ve Neo4j ve GPT-4 gibi ara\u00e7lardan yararlanarak karma\u015f\u0131k, ba\u011flama duyarl\u0131 alma ve \u00f6neri i\u015f ak\u0131\u015flar\u0131 sa\u011flay\u0131n.<\/li>\n<\/ol>\n

    Hedef kitle<\/h3>\n

    Bu yol; yapay zeka m\u00fchendisleri, veri bilimcileri, yaz\u0131l\u0131m geli\u015ftiriciler ve ger\u00e7ek uygulamalar i\u00e7in RAG sistemlerinde ustala\u015fmak isteyen teknik profesyoneller i\u00e7in tasarlanm\u0131\u015ft\u0131r. En son teknoloji \u00fcr\u00fcn\u00fc ara\u00e7lar\u0131 ve \u00e7er\u00e7eveleri kullanarak geli\u015fmi\u015f almayla art\u0131r\u0131lm\u0131\u015f yapay zeka \u00e7\u00f6z\u00fcmleri olu\u015fturmak, optimize etmek ve uygulamak isteyen temel programlama deneyimi olanlar i\u00e7in uygundur.<\/p>\n","category":"Teknik Uzmanlar"},"yoast_head":"\nRAG Sistemi Uzmanl\u0131\u011f\u0131 - Udemy Business<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"RAG Sistemi Uzmanl\u0131\u011f\u0131\" \/>\n<meta property=\"og:url\" content=\"https:\/\/business-staging.udemy.com\/tr\/learning-path\/ai-deep-dive-rag-system-mastery\/\" \/>\n<meta property=\"og:site_name\" content=\"Udemy Business\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/udemy\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-24T23:51:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/business-staging.udemy.com\/wp-content\/uploads\/2023\/06\/udemy-business-organic-social-share-1200x630-refresh-2.png.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@udemy\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/learning-path\\\/ai-deep-dive-rag-system-mastery\\\/\",\"url\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/learning-path\\\/ai-deep-dive-rag-system-mastery\\\/\",\"name\":\"RAG Sistemi Uzmanl\u0131\u011f\u0131 - Udemy Business\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/#website\"},\"datePublished\":\"2024-10-11T18:12:49+00:00\",\"dateModified\":\"2025-06-24T23:51:00+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/learning-path\\\/ai-deep-dive-rag-system-mastery\\\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/learning-path\\\/ai-deep-dive-rag-system-mastery\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/learning-path\\\/ai-deep-dive-rag-system-mastery\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"RAG Sistemi Uzmanl\u0131\u011f\u0131\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/#website\",\"url\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/\",\"name\":\"Udemy Business\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/#organization\",\"name\":\"Udemy Business\",\"url\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/business-staging.udemy.com\\\/wp-content\\\/uploads\\\/2021\\\/04\\\/udemy-business-logo.svg\",\"contentUrl\":\"https:\\\/\\\/business-staging.udemy.com\\\/wp-content\\\/uploads\\\/2021\\\/04\\\/udemy-business-logo.svg\",\"width\":164,\"height\":28,\"caption\":\"Udemy Business\"},\"image\":{\"@id\":\"https:\\\/\\\/business-staging.udemy.com\\\/tr\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/udemy\",\"https:\\\/\\\/x.com\\\/udemy\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/udemy\",\"https:\\\/\\\/www.instagram.com\\\/udemy\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"RAG Sistemi Uzmanl\u0131\u011f\u0131 - Udemy Business","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"tr_TR","og_type":"article","og_title":"RAG Sistemi Uzmanl\u0131\u011f\u0131","og_url":"https:\/\/business-staging.udemy.com\/tr\/learning-path\/ai-deep-dive-rag-system-mastery\/","og_site_name":"Udemy Business","article_publisher":"https:\/\/www.facebook.com\/udemy","article_modified_time":"2025-06-24T23:51:00+00:00","og_image":[{"width":1200,"height":630,"url":"https:\/\/business-staging.udemy.com\/wp-content\/uploads\/2023\/06\/udemy-business-organic-social-share-1200x630-refresh-2.png.webp","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@udemy","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/business-staging.udemy.com\/tr\/learning-path\/ai-deep-dive-rag-system-mastery\/","url":"https:\/\/business-staging.udemy.com\/tr\/learning-path\/ai-deep-dive-rag-system-mastery\/","name":"RAG Sistemi Uzmanl\u0131\u011f\u0131 - Udemy Business","isPartOf":{"@id":"https:\/\/business-staging.udemy.com\/tr\/#website"},"datePublished":"2024-10-11T18:12:49+00:00","dateModified":"2025-06-24T23:51:00+00:00","breadcrumb":{"@id":"https:\/\/business-staging.udemy.com\/tr\/learning-path\/ai-deep-dive-rag-system-mastery\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/business-staging.udemy.com\/tr\/learning-path\/ai-deep-dive-rag-system-mastery\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/business-staging.udemy.com\/tr\/learning-path\/ai-deep-dive-rag-system-mastery\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/business-staging.udemy.com\/tr\/"},{"@type":"ListItem","position":2,"name":"RAG Sistemi Uzmanl\u0131\u011f\u0131"}]},{"@type":"WebSite","@id":"https:\/\/business-staging.udemy.com\/tr\/#website","url":"https:\/\/business-staging.udemy.com\/tr\/","name":"Udemy Business","description":"","publisher":{"@id":"https:\/\/business-staging.udemy.com\/tr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/business-staging.udemy.com\/tr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":"Organization","@id":"https:\/\/business-staging.udemy.com\/tr\/#organization","name":"Udemy Business","url":"https:\/\/business-staging.udemy.com\/tr\/","logo":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/business-staging.udemy.com\/tr\/#\/schema\/logo\/image\/","url":"https:\/\/business-staging.udemy.com\/wp-content\/uploads\/2021\/04\/udemy-business-logo.svg","contentUrl":"https:\/\/business-staging.udemy.com\/wp-content\/uploads\/2021\/04\/udemy-business-logo.svg","width":164,"height":28,"caption":"Udemy Business"},"image":{"@id":"https:\/\/business-staging.udemy.com\/tr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/udemy","https:\/\/x.com\/udemy","https:\/\/www.linkedin.com\/company\/udemy","https:\/\/www.instagram.com\/udemy\/"]}]}},"_links":{"self":[{"href":"https:\/\/business-staging.udemy.com\/tr\/wp-json\/wp\/v2\/learning-path\/95686","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/business-staging.udemy.com\/tr\/wp-json\/wp\/v2\/learning-path"}],"about":[{"href":"https:\/\/business-staging.udemy.com\/tr\/wp-json\/wp\/v2\/types\/learning-path"}],"wp:attachment":[{"href":"https:\/\/business-staging.udemy.com\/tr\/wp-json\/wp\/v2\/media?parent=95686"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}