{"id":7819,"date":"2024-12-27T10:15:10","date_gmt":"2024-12-27T07:15:10","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/"},"modified":"2024-12-27T10:15:10","modified_gmt":"2024-12-27T07:15:10","slug":"basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/","title":{"rendered":"Basit RAG’den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile"},"content":{"rendered":"

<\/p>\n

Basit RAG’den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile<\/p>\n

Bu makalede, Contact Doctor’\u0131n Bio-Medical-MultiModal-Llama-3-8B-V1 modelini kullanarak basit bir Retrieval Augmented Generation (RAG) sisteminden \u00e7ok modlu ve \u00e7ok dilli bir zeka sistemine ge\u00e7i\u015f s\u00fcrecini ele alaca\u011f\u0131z. \u00d6ncelikle, basit RAG sistemlerinin s\u0131n\u0131rlamalar\u0131n\u0131 ve bu s\u0131n\u0131rlamalar\u0131 a\u015fmak i\u00e7in \u00e7ok modlu ve \u00e7ok dilli modellerin \u00f6nemini a\u00e7\u0131klayaca\u011f\u0131z. Sonras\u0131nda, Contact Doctor’\u0131n modelinin nas\u0131l bu ge\u00e7i\u015fi sa\u011flad\u0131\u011f\u0131n\u0131 ve kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z zorluklar\u0131, bunlara getirdi\u011fimiz \u00e7\u00f6z\u00fcmleri detayl\u0131 bir \u015fekilde inceleyece\u011fiz.<\/p>\n

Basit RAG Sistemlerinin S\u0131n\u0131rlamalar\u0131<\/h2>\n

Basit RAG sistemleri, \u00f6nceden belirlenmi\u015f bir veri k\u00fcmesinden ilgili bilgileri alarak ve bu bilgileri kullanarak sorular\u0131 yan\u0131tlar. Ancak bu sistemler, genellikle tek bir dil ve modalite ile s\u0131n\u0131rl\u0131d\u0131r. \u00d6rne\u011fin, sadece metin verileriyle \u00e7al\u0131\u015fabilir ve farkl\u0131 dillerdeki sorular\u0131 anlayamayabilir. Bu durum, ger\u00e7ek d\u00fcnya uygulamalar\u0131nda ciddi k\u0131s\u0131tlamalar olu\u015fturur. Dahas\u0131, karma\u015f\u0131k sorulara ve \u00e7oklu veri kaynaklar\u0131na dayal\u0131 yan\u0131tlar \u00fcretmekte zorlan\u0131rlar.<\/p>\n

\u00c7ok Modlu ve \u00c7ok Dilli Zeka Sistemlerinin \u00d6nemi<\/h2>\n

Bu k\u0131s\u0131tlamalar\u0131 a\u015fmak i\u00e7in, \u00e7ok modlu ve \u00e7ok dilli zeka sistemlerine ihtiya\u00e7 duyulur. Bu sistemler, metin, g\u00f6r\u00fcnt\u00fc, ses gibi farkl\u0131 modalitelerdeki verileri i\u015fleyebilir ve birden fazla dilde sorular\u0131 anlay\u0131p yan\u0131tlayabilir. Sonu\u00e7 olarak, \u00e7ok daha kapsaml\u0131 ve ger\u00e7ek\u00e7i yan\u0131tlar \u00fcretebilirler. \u00d6rne\u011fin, bir t\u0131p sorusunu yan\u0131tlamak i\u00e7in hem metinsel bilgileri hem de t\u0131bbi g\u00f6r\u00fcnt\u00fcleri kullanabilirler.<\/p>\n

Contact Doctor ve Bio-Medical-MultiModal-Llama-3-8B-V1<\/h2>\n

Contact Doctor, bu ihtiyac\u0131 kar\u015f\u0131lamak \u00fczere Bio-Medical-MultiModal-Llama-3-8B-V1 modelini kullan\u0131r. Bu model, b\u00fcy\u00fck bir \u00e7ok dilli ve \u00e7ok modlu veri k\u00fcmesi \u00fczerinde e\u011fitilmi\u015f olup, geni\u015f bir bilgi taban\u0131na sahiptir. Ayr\u0131ca, farkl\u0131 modalitelerdeki verileri entegre ederek \u00e7ok daha zengin ve kapsaml\u0131 yan\u0131tlar \u00fcretme yetene\u011fine sahiptir. Bu sayede, t\u0131p alan\u0131nda karma\u015f\u0131k sorulara daha do\u011fru ve ayr\u0131nt\u0131l\u0131 cevaplar sunabilir.<\/p>\n

Kar\u015f\u0131la\u015f\u0131lan Zorluklar ve \u00c7\u00f6z\u00fcmler<\/h2>\n

Ge\u00e7i\u015f s\u00fcrecinde, veri temizli\u011fi, model e\u011fitimi ve performans optimizasyonu gibi bir\u00e7ok zorlukla kar\u015f\u0131la\u015ft\u0131k. \u00d6rne\u011fin, farkl\u0131 kaynaklardan gelen verilerin uyumsuzlu\u011fu ve g\u00fcr\u00fclt\u00fcl\u00fc veriler modelin e\u011fitimini olumsuz etkileyebilir. Bu sorunu, geli\u015fmi\u015f veri \u00f6n i\u015fleme teknikleri ve g\u00fcr\u00fclt\u00fc filtreleme y\u00f6ntemleri kullanarak a\u015ft\u0131k. Bunun yan\u0131nda, modelin performans\u0131n\u0131 iyile\u015ftirmek i\u00e7in ince ayar (fine-tuning) ve hiperparametre optimizasyonu gibi tekniklerden faydaland\u0131k. Ayr\u0131ca, modelin yan\u0131tlar\u0131n\u0131n do\u011frulu\u011funu ve g\u00fcvenilirli\u011fini art\u0131rmak i\u00e7in \u00e7e\u015fitli do\u011frulama ve de\u011ferlendirme y\u00f6ntemleri kulland\u0131k.<\/p>\n

Sonu\u00e7<\/h2>\n

Contact Doctor’\u0131n Bio-Medical-MultiModal-Llama-3-8B-V1 modeli, basit RAG sistemlerinden \u00e7ok daha ileri bir ad\u0131m olu\u015fturmaktad\u0131r. \u00c7ok modlu ve \u00e7ok dilli yetenekleri sayesinde, daha kapsaml\u0131 ve ger\u00e7ek\u00e7i yan\u0131tlar \u00fcretebilir ve ger\u00e7ek d\u00fcnya uygulamalar\u0131nda \u00f6nemli bir potansiyele sahiptir. Bu proje, yapay zekan\u0131n t\u0131p alan\u0131ndaki kullan\u0131m\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde ilerletebilir ve daha etkili sa\u011fl\u0131k hizmetleri sunulmas\u0131na katk\u0131 sa\u011flayabilir.<\/p>\n

Daha fazla bilgi i\u00e7in fatihsoysal.com<\/a> sitesini ziyaret edebilirsiniz.<\/p>\n

Faydal\u0131 bulabilece\u011finiz bir di\u011fer kaynak: https:\/\/dev.to\/mckanth\/from-simple-rag-to-multimodal-multilingual-intelligence-using-contact-doctors-1kn0<\/a><\/p>\n

#Etiketler<\/h3>\n

#RAG #\u00c7okModlu #\u00c7okDilli #B\u00fcy\u00fckDilModeli #YapayZeka #T\u0131p #ContactDoctor #Llama #Multimodal #Multilingual #LLM #Bio-Medical-MultiModal-Llama-3-8B-V1<\/p>\n

<\/body>
\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Basit RAG’den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile Bu makalede, Contact Doctor’\u0131n Bio-Medical-MultiModal-Llama-3-8B-V1 modelini kullanarak basit…","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":[1],"tags":[],"class_list":{"0":"post-7819","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nBasit RAG'den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile<\/title>\n<meta name=\"description\" content=\"Bu makalede, Contact Doctor'\u0131n Bio-Medical-MultiModal-Llama-3-8B-V1 modelini kullanarak basit bir Retrieval Augmented Generation (RAG) sisteminden \u00e7ok modlu ve \u00e7ok dilli bir zeka sistemine ge\u00e7i\u015f s\u00fcrecini ele alaca\u011f\u0131z. \u00d6ncelikle, basit RAG sistemlerinin s\u0131n\u0131rlamalar\u0131n\u0131 ve bu s\u0131n\u0131rlamalar\u0131 a\u015fmak i\u00e7in \u00e7ok modlu ve \u00e7ok dilli modellerin \u00f6nemini a\u00e7\u0131klayaca\u011f\u0131z. Sonras\u0131nda, Contact Doctor'\u0131n modelinin nas\u0131l bu ge\u00e7i\u015fi sa\u011flad\u0131\u011f\u0131n\u0131 ve kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z zorluklar\u0131, bunlara getirdi\u011fimiz \u00e7\u00f6z\u00fcmleri detayl\u0131 bir \u015fekilde inceleyece\u011fiz.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Basit RAG'den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile\" \/>\n<meta property=\"og:description\" content=\"Bu makalede, Contact Doctor'\u0131n Bio-Medical-MultiModal-Llama-3-8B-V1 modelini kullanarak basit bir Retrieval Augmented Generation (RAG) sisteminden \u00e7ok modlu ve \u00e7ok dilli bir zeka sistemine ge\u00e7i\u015f s\u00fcrecini ele alaca\u011f\u0131z. \u00d6ncelikle, basit RAG sistemlerinin s\u0131n\u0131rlamalar\u0131n\u0131 ve bu s\u0131n\u0131rlamalar\u0131 a\u015fmak i\u00e7in \u00e7ok modlu ve \u00e7ok dilli modellerin \u00f6nemini a\u00e7\u0131klayaca\u011f\u0131z. Sonras\u0131nda, Contact Doctor'\u0131n modelinin nas\u0131l bu ge\u00e7i\u015fi sa\u011flad\u0131\u011f\u0131n\u0131 ve kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z zorluklar\u0131, bunlara getirdi\u011fimiz \u00e7\u00f6z\u00fcmleri detayl\u0131 bir \u015fekilde inceleyece\u011fiz.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-12-27T07:15:10+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Basit RAG’den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile\",\"datePublished\":\"2024-12-27T07:15:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/\"},\"wordCount\":586,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/\",\"name\":\"Basit RAG'den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2024-12-27T07:15:10+00:00\",\"description\":\"Bu makalede, Contact Doctor'\u0131n Bio-Medical-MultiModal-Llama-3-8B-V1 modelini kullanarak basit bir Retrieval Augmented Generation (RAG) sisteminden \u00e7ok modlu ve \u00e7ok dilli bir zeka sistemine ge\u00e7i\u015f s\u00fcrecini ele alaca\u011f\u0131z. \u00d6ncelikle, basit RAG sistemlerinin s\u0131n\u0131rlamalar\u0131n\u0131 ve bu s\u0131n\u0131rlamalar\u0131 a\u015fmak i\u00e7in \u00e7ok modlu ve \u00e7ok dilli modellerin \u00f6nemini a\u00e7\u0131klayaca\u011f\u0131z. Sonras\u0131nda, Contact Doctor'\u0131n modelinin nas\u0131l bu ge\u00e7i\u015fi sa\u011flad\u0131\u011f\u0131n\u0131 ve kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z zorluklar\u0131, bunlara getirdi\u011fimiz \u00e7\u00f6z\u00fcmleri detayl\u0131 bir \u015fekilde inceleyece\u011fiz.\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Basit RAG’den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/\",\"name\":\"Fatihsoysal.com\",\"description\":\"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim\",\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\",\"name\":\"Fatih Soysal\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"contentUrl\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"width\":512,\"height\":512,\"caption\":\"Fatih Soysal\"},\"logo\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\"},\"description\":\"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Basit RAG'den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile","description":"Bu makalede, Contact Doctor'\u0131n Bio-Medical-MultiModal-Llama-3-8B-V1 modelini kullanarak basit bir Retrieval Augmented Generation (RAG) sisteminden \u00e7ok modlu ve \u00e7ok dilli bir zeka sistemine ge\u00e7i\u015f s\u00fcrecini ele alaca\u011f\u0131z. \u00d6ncelikle, basit RAG sistemlerinin s\u0131n\u0131rlamalar\u0131n\u0131 ve bu s\u0131n\u0131rlamalar\u0131 a\u015fmak i\u00e7in \u00e7ok modlu ve \u00e7ok dilli modellerin \u00f6nemini a\u00e7\u0131klayaca\u011f\u0131z. Sonras\u0131nda, Contact Doctor'\u0131n modelinin nas\u0131l bu ge\u00e7i\u015fi sa\u011flad\u0131\u011f\u0131n\u0131 ve kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z zorluklar\u0131, bunlara getirdi\u011fimiz \u00e7\u00f6z\u00fcmleri detayl\u0131 bir \u015fekilde inceleyece\u011fiz.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/","og_locale":"tr_TR","og_type":"article","og_title":"Basit RAG'den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile","og_description":"Bu makalede, Contact Doctor'\u0131n Bio-Medical-MultiModal-Llama-3-8B-V1 modelini kullanarak basit bir Retrieval Augmented Generation (RAG) sisteminden \u00e7ok modlu ve \u00e7ok dilli bir zeka sistemine ge\u00e7i\u015f s\u00fcrecini ele alaca\u011f\u0131z. \u00d6ncelikle, basit RAG sistemlerinin s\u0131n\u0131rlamalar\u0131n\u0131 ve bu s\u0131n\u0131rlamalar\u0131 a\u015fmak i\u00e7in \u00e7ok modlu ve \u00e7ok dilli modellerin \u00f6nemini a\u00e7\u0131klayaca\u011f\u0131z. Sonras\u0131nda, Contact Doctor'\u0131n modelinin nas\u0131l bu ge\u00e7i\u015fi sa\u011flad\u0131\u011f\u0131n\u0131 ve kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z zorluklar\u0131, bunlara getirdi\u011fimiz \u00e7\u00f6z\u00fcmleri detayl\u0131 bir \u015fekilde inceleyece\u011fiz.","og_url":"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2024-12-27T07:15:10+00:00","author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"3 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"Basit RAG’den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile","datePublished":"2024-12-27T07:15:10+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/"},"wordCount":586,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/#respond"]}],"copyrightYear":"2024","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/","url":"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/","name":"Basit RAG'den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2024-12-27T07:15:10+00:00","description":"Bu makalede, Contact Doctor'\u0131n Bio-Medical-MultiModal-Llama-3-8B-V1 modelini kullanarak basit bir Retrieval Augmented Generation (RAG) sisteminden \u00e7ok modlu ve \u00e7ok dilli bir zeka sistemine ge\u00e7i\u015f s\u00fcrecini ele alaca\u011f\u0131z. \u00d6ncelikle, basit RAG sistemlerinin s\u0131n\u0131rlamalar\u0131n\u0131 ve bu s\u0131n\u0131rlamalar\u0131 a\u015fmak i\u00e7in \u00e7ok modlu ve \u00e7ok dilli modellerin \u00f6nemini a\u00e7\u0131klayaca\u011f\u0131z. Sonras\u0131nda, Contact Doctor'\u0131n modelinin nas\u0131l bu ge\u00e7i\u015fi sa\u011flad\u0131\u011f\u0131n\u0131 ve kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z zorluklar\u0131, bunlara getirdi\u011fimiz \u00e7\u00f6z\u00fcmleri detayl\u0131 bir \u015fekilde inceleyece\u011fiz.","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/basit-ragden-cok-modlu-cok-dilli-zekaya-contact-doctor-ile\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Basit RAG’den \u00c7ok Modlu \u00c7ok Dilli Zekaya: Contact Doctor ile"}]},{"@type":"WebSite","@id":"https:\/\/fatihsoysal.com\/blog\/#website","url":"https:\/\/fatihsoysal.com\/blog\/","name":"Fatihsoysal.com","description":"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim","publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":["Person","Organization"],"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1","name":"Fatih Soysal","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","contentUrl":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","width":512,"height":512,"caption":"Fatih Soysal"},"logo":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/"},"description":"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.","url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/"}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/7819","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/comments?post=7819"}],"version-history":[{"count":0,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/7819\/revisions"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=7819"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=7819"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=7819"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}