{"id":3957,"date":"2024-11-15T05:30:14","date_gmt":"2024-11-15T02:30:14","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/"},"modified":"2024-11-15T05:30:14","modified_gmt":"2024-11-15T02:30:14","slug":"langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/","title":{"rendered":"LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi"},"content":{"rendered":"<p>LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi<\/p>\n<p>LangChain, b\u00fcy\u00fck dil modelleri (LLM&#8217;ler) ile etkile\u015fim kurman\u0131n ve bu modelleri ger\u00e7ek d\u00fcnya uygulamalar\u0131na entegre etmenin bir yolunu sa\u011flayan g\u00fc\u00e7l\u00fc bir \u00e7er\u00e7evedir. LangChain&#8217;in \u00f6nemli bir bile\u015feni, LLM&#8217;lerin ge\u00e7mi\u015f etkile\u015fimleri hat\u0131rlamalar\u0131na ve bu bilgilerden yararlanmalar\u0131na olanak tan\u0131yan **Bellek** bile\u015fenidir. Bu makalede LangChain&#8217;in **Bellek** bile\u015fenine derinlemesine inecek, temel **Zincir** bile\u015fenlerini inceleyecek ve **\u00c7al\u0131\u015ft\u0131r\u0131labilir** kavram\u0131n\u0131 a\u00e7\u0131klayaca\u011f\u0131z.<\/p>\n<h2>LangChain Bellek Bile\u015feni: LLM&#8217;lerin Hat\u0131ras\u0131n\u0131 Beslemek<\/h2>\n<p>LangChain&#8217;deki **Bellek** bile\u015feni, LLM&#8217;lerin konu\u015fma ge\u00e7mi\u015fini, daha \u00f6nce g\u00f6rd\u00fckleri verileri ve bunlar\u0131n sonu\u00e7lar\u0131n\u0131 hat\u0131rlamas\u0131n\u0131 sa\u011flar. Bu sayede LLM&#8217;ler daha tutarl\u0131, ba\u011flamsal olarak fark\u0131nda olan ve ge\u00e7mi\u015f deneyimlerinden faydalanan yan\u0131tlar \u00fcretebilirler. **Bellek** bile\u015feni, LLM&#8217;lerin zaman i\u00e7inde \u00f6\u011frenmesine ve bilgileri biriktirmesine olanak tan\u0131r.<\/p>\n<h2>LangChain&#8217;de Bellek Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/h2>\n<p>LangChain&#8217;de **Bellek** bile\u015feni, iki ana b\u00f6l\u00fcmden olu\u015fur: **Bellek Kayna\u011f\u0131** ve **Bellek Hat\u0131rlat\u0131c\u0131**.<\/p>\n<h3>Bellek Kayna\u011f\u0131: Bilgileri Saklamak<\/h3>\n<p>**Bellek Kayna\u011f\u0131**, LLM&#8217;lerin ge\u00e7mi\u015f etkile\u015fimlerini ve verilerini saklar. LangChain, \u00e7e\u015fitli **Bellek Kayna\u011f\u0131** t\u00fcrleri sunar:<\/p>\n<ul>\n<li>**Haf\u0131za:** Bu, LLM&#8217;nin en son konu\u015fma ge\u00e7mi\u015fini saklar ve belirli bir say\u0131da etkile\u015fimden sonra silinir.<\/li>\n<li>**SQL Bellek:** Bu, bir SQL veritaban\u0131n\u0131 LLM etkile\u015fim ge\u00e7mi\u015fini depolamak i\u00e7in kullan\u0131r.<\/li>\n<li>**Dosya Bellek:** Bu, etkile\u015fimleri ve verileri metin dosyalar\u0131nda depolar.<\/li>\n<li>**Redis Bellek:** Bu, etkile\u015fimleri ve verileri bir Redis veritaban\u0131nda depolar.<\/li>\n<li>**K\u0131sa D\u00f6nemli Bellek:** Bu, LLM&#8217;lerin belirli bir g\u00f6rev veya konu\u015fma s\u0131ras\u0131nda hat\u0131rlamas\u0131n\u0131 istedi\u011finiz belirli bilgileri depolar.<\/li>\n<\/ul>\n<h3>Bellek Hat\u0131rlat\u0131c\u0131: Bilgileri Kullanmak<\/h3>\n<p>**Bellek Hat\u0131rlat\u0131c\u0131**, LLM&#8217;lere ge\u00e7mi\u015f bilgilerini sunmaktan sorumludur. **Bellek Hat\u0131rlat\u0131c\u0131s\u0131**, belirli bir **Bellek Kayna\u011f\u0131** ile birlikte kullan\u0131l\u0131r ve LLM&#8217;nin ihtiyac\u0131na g\u00f6re ge\u00e7mi\u015f bilgileri nas\u0131l sunaca\u011f\u0131n\u0131 belirler.<\/p>\n<p>**Bellek Hat\u0131rlat\u0131c\u0131s\u0131** t\u00fcrleri \u015funlard\u0131r:<\/p>\n<ul>\n<li>**En Son K:** En son K etkile\u015fimi sunar.<\/li>\n<li>**Etiket Tabanl\u0131:** Belirli etiketlerle ili\u015fkili etkile\u015fimleri sunar.<\/li>\n<li>**\u00d6zet:** Ge\u00e7mi\u015f etkile\u015fimlerini \u00f6zetler.<\/li>\n<\/ul>\n<h2>LangChain&#8217;de Zincir Bile\u015fenleri: LLM&#8217;leri Etkile\u015fimli Hale Getirmek<\/h2>\n<p>LangChain, LLM&#8217;leri kullanarak \u00e7e\u015fitli g\u00f6revleri otomatikle\u015ftirmek i\u00e7in bir dizi **Zincir** bile\u015feni sunar. **Zincirler**, belirli bir g\u00f6revi tamamlamak i\u00e7in bir dizi **\u00c7al\u0131\u015ft\u0131r\u0131labilir** \u00f6\u011feyi bir araya getirir. Bu **\u00c7al\u0131\u015ft\u0131r\u0131labilir** \u00f6\u011feler, LLM&#8217;lerin istemleri i\u015flemeleri, verileri almalar\u0131, d\u00f6n\u00fc\u015ft\u00fcrmeleri ve \u00e7\u0131kt\u0131lar \u00fcretmeleri gibi i\u015flemleri ger\u00e7ekle\u015ftirir.<\/p>\n<h2>LangChain&#8217;de \u00c7al\u0131\u015ft\u0131r\u0131labilir: Temel \u0130\u015flemleri Tan\u0131mlamak<\/h2>\n<p>**\u00c7al\u0131\u015ft\u0131r\u0131labilir** \u00f6\u011feler, LangChain&#8217;de belirli i\u015flemleri temsil eden temel yap\u0131 ta\u015flar\u0131d\u0131r. Bir **\u00c7al\u0131\u015ft\u0131r\u0131labilir**, bir i\u015flevi \u00e7al\u0131\u015ft\u0131rmak, bir LLM&#8217;ye istem g\u00f6ndermek, bir veritaban\u0131yla etkile\u015fim kurmak veya dosya i\u015flemleri ger\u00e7ekle\u015ftirmek gibi g\u00f6revleri yerine getirebilir. **\u00c7al\u0131\u015ft\u0131r\u0131labilir** \u00f6\u011feler, **Zincirler** i\u00e7inde birle\u015ftirilerek karma\u015f\u0131k i\u015f ak\u0131\u015flar\u0131 olu\u015fturulabilir.<\/p>\n<h2>LangChain&#8217;de Bellek, Zincir ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u00d6rne\u011fi<\/h2>\n<p>Bir chatbot \u00f6rne\u011fini ele alal\u0131m. Bu chatbot, kullan\u0131c\u0131larla etkile\u015fim kurarken onlar\u0131n ge\u00e7mi\u015f konu\u015fmas\u0131n\u0131 hat\u0131rlamal\u0131d\u0131r. LangChain&#8217;i kullanarak bu chatbot&#8217;u \u015f\u00f6yle yap\u0131land\u0131rabiliriz:<\/p>\n<ol>\n<li>**Bellek:** Bir **Bellek Kayna\u011f\u0131** olarak **Haf\u0131za** kullanarak chatbot&#8217;un en son konu\u015fma ge\u00e7mi\u015fini saklayaca\u011f\u0131z.<\/li>\n<li>**Zincir:** Chatbot&#8217;un yan\u0131t\u0131n\u0131 olu\u015fturmak i\u00e7in **Zincir** olarak **LLMZincir** kullanaca\u011f\u0131z.<\/li>\n<li>**\u00c7al\u0131\u015ft\u0131r\u0131labilir:** **LLMZincir**, LLM&#8217;ye bir istem g\u00f6ndermek i\u00e7in **LLM\u00c7al\u0131\u015ft\u0131r\u0131labilir** \u00f6\u011fesini kullanacakt\u0131r. Bu istem, kullan\u0131c\u0131 mesaj\u0131n\u0131 ve **Bellek Kayna\u011f\u0131**&#8217;ndan al\u0131nan ge\u00e7mi\u015f mesajlar\u0131 i\u00e7erecektir.<\/li>\n<\/ol>\n<p>Kullan\u0131c\u0131 mesaj\u0131n\u0131 LLM&#8217;ye g\u00f6ndermeden \u00f6nce **Bellek Hat\u0131rlat\u0131c\u0131s\u0131**, ge\u00e7mi\u015f mesajlar\u0131 LLM&#8217;ye sa\u011flamak i\u00e7in **Haf\u0131za**&#8217;dan bilgiler alacakt\u0131r. Bu \u015fekilde chatbot, ge\u00e7mi\u015f etkile\u015fimleri anlar ve daha tutarl\u0131 yan\u0131tlar \u00fcretir.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>LangChain&#8217;in **Bellek** bile\u015feni, LLM&#8217;lere daha \u00f6nce g\u00f6rd\u00fckleri verileri ve etkile\u015fimleri hat\u0131rlamalar\u0131n\u0131 sa\u011flayarak daha ba\u011flamsal ve bilgiye dayal\u0131 yan\u0131tlar olu\u015fturmalar\u0131n\u0131 m\u00fcmk\u00fcn k\u0131lar. **Zincirler** ve **\u00c7al\u0131\u015ft\u0131r\u0131labilir** \u00f6\u011feler, LangChain&#8217;i LLM&#8217;leri kullanarak \u00e7e\u015fitli g\u00f6revleri otomatikle\u015ftirmek i\u00e7in g\u00fc\u00e7l\u00fc bir \u00e7er\u00e7eve haline getirir. LangChain&#8217;in bu \u00f6zelliklerinin, LLM&#8217;leri ger\u00e7ek d\u00fcnya uygulamalar\u0131nda daha etkili bir \u015fekilde kullanmam\u0131z\u0131 sa\u011flama potansiyeli vard\u0131r.<\/p>\n<h2>Kaynaklar<\/h2>\n<ul>\n<li><a href=\"https:\/\/langchain.readthedocs.io\/en\/latest\/\">LangChain Dok\u00fcmantasyonu<\/a><\/li>\n<li><a href=\"https:\/\/dev.to\/jamesli\/langchain-memory-component-deep-dive-chain-components-and-runnable-study-359p\">Orijinal Makale<\/a><\/li>\n<\/ul>\n<h2>#Etiketler<\/h2>\n<p>#LangChain #Bellek #Zincir #\u00c7al\u0131\u015ft\u0131r\u0131labilir #LLM #B\u00fcy\u00fckDilModelleri #YapayZeka #Makine\u00d6\u011frenmesi #Do\u011falDil\u0130\u015fleme #Chatbot #Uygulamalar #Geli\u015ftirme #Teknoloji #FatihSoysal #fatihsoysal.com<\/p>\n","protected":false},"excerpt":{"rendered":"LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi LangChain, b\u00fcy\u00fck dil modelleri (LLM&#8217;ler) ile etkile\u015fim kurman\u0131n ve&hellip;","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-3957","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","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) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi<\/title>\n<meta name=\"description\" content=\"LangChain, b\u00fcy\u00fck dil modelleri (LLM&#039;ler) ile etkile\u015fim kurman\u0131n ve bu modelleri ger\u00e7ek d\u00fcnya uygulamalar\u0131na entegre etmenin bir yolunu sa\u011flayan g\u00fc\u00e7l\u00fc bir \u00e7er\u00e7evedir. LangChain&#039;in \u00f6nemli bir bile\u015feni, LLM&#039;lerin ge\u00e7mi\u015f etkile\u015fimleri hat\u0131rlamalar\u0131na ve bu bilgilerden yararlanmalar\u0131na olanak tan\u0131yan **Bellek** bile\u015fenidir. Bu makalede LangChain&#039;in **Bellek** bile\u015fenine derinlemesine inecek, temel **Zincir** bile\u015fenlerini inceleyecek ve **\u00c7al\u0131\u015ft\u0131r\u0131labilir** kavram\u0131n\u0131 a\u00e7\u0131klayaca\u011f\u0131z.\" \/>\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\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi\" \/>\n<meta property=\"og:description\" content=\"LangChain, b\u00fcy\u00fck dil modelleri (LLM&#039;ler) ile etkile\u015fim kurman\u0131n ve bu modelleri ger\u00e7ek d\u00fcnya uygulamalar\u0131na entegre etmenin bir yolunu sa\u011flayan g\u00fc\u00e7l\u00fc bir \u00e7er\u00e7evedir. LangChain&#039;in \u00f6nemli bir bile\u015feni, LLM&#039;lerin ge\u00e7mi\u015f etkile\u015fimleri hat\u0131rlamalar\u0131na ve bu bilgilerden yararlanmalar\u0131na olanak tan\u0131yan **Bellek** bile\u015fenidir. Bu makalede LangChain&#039;in **Bellek** bile\u015fenine derinlemesine inecek, temel **Zincir** bile\u015fenlerini inceleyecek ve **\u00c7al\u0131\u015ft\u0131r\u0131labilir** kavram\u0131n\u0131 a\u00e7\u0131klayaca\u011f\u0131z.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-15T02:30:14+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=\"4 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi\",\"datePublished\":\"2024-11-15T02:30:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/\"},\"wordCount\":838,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/\",\"name\":\"LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2024-11-15T02:30:14+00:00\",\"description\":\"LangChain, b\u00fcy\u00fck dil modelleri (LLM'ler) ile etkile\u015fim kurman\u0131n ve bu modelleri ger\u00e7ek d\u00fcnya uygulamalar\u0131na entegre etmenin bir yolunu sa\u011flayan g\u00fc\u00e7l\u00fc bir \u00e7er\u00e7evedir. LangChain'in \u00f6nemli bir bile\u015feni, LLM'lerin ge\u00e7mi\u015f etkile\u015fimleri hat\u0131rlamalar\u0131na ve bu bilgilerden yararlanmalar\u0131na olanak tan\u0131yan **Bellek** bile\u015fenidir. Bu makalede LangChain'in **Bellek** bile\u015fenine derinlemesine inecek, temel **Zincir** bile\u015fenlerini inceleyecek ve **\u00c7al\u0131\u015ft\u0131r\u0131labilir** kavram\u0131n\u0131 a\u00e7\u0131klayaca\u011f\u0131z.\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi\"}]},{\"@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":"LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi","description":"LangChain, b\u00fcy\u00fck dil modelleri (LLM'ler) ile etkile\u015fim kurman\u0131n ve bu modelleri ger\u00e7ek d\u00fcnya uygulamalar\u0131na entegre etmenin bir yolunu sa\u011flayan g\u00fc\u00e7l\u00fc bir \u00e7er\u00e7evedir. LangChain'in \u00f6nemli bir bile\u015feni, LLM'lerin ge\u00e7mi\u015f etkile\u015fimleri hat\u0131rlamalar\u0131na ve bu bilgilerden yararlanmalar\u0131na olanak tan\u0131yan **Bellek** bile\u015fenidir. Bu makalede LangChain'in **Bellek** bile\u015fenine derinlemesine inecek, temel **Zincir** bile\u015fenlerini inceleyecek ve **\u00c7al\u0131\u015ft\u0131r\u0131labilir** kavram\u0131n\u0131 a\u00e7\u0131klayaca\u011f\u0131z.","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\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/","og_locale":"tr_TR","og_type":"article","og_title":"LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi","og_description":"LangChain, b\u00fcy\u00fck dil modelleri (LLM'ler) ile etkile\u015fim kurman\u0131n ve bu modelleri ger\u00e7ek d\u00fcnya uygulamalar\u0131na entegre etmenin bir yolunu sa\u011flayan g\u00fc\u00e7l\u00fc bir \u00e7er\u00e7evedir. LangChain'in \u00f6nemli bir bile\u015feni, LLM'lerin ge\u00e7mi\u015f etkile\u015fimleri hat\u0131rlamalar\u0131na ve bu bilgilerden yararlanmalar\u0131na olanak tan\u0131yan **Bellek** bile\u015fenidir. Bu makalede LangChain'in **Bellek** bile\u015fenine derinlemesine inecek, temel **Zincir** bile\u015fenlerini inceleyecek ve **\u00c7al\u0131\u015ft\u0131r\u0131labilir** kavram\u0131n\u0131 a\u00e7\u0131klayaca\u011f\u0131z.","og_url":"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2024-11-15T02:30:14+00:00","author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"4 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi","datePublished":"2024-11-15T02:30:14+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/"},"wordCount":838,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/#respond"]}],"copyrightYear":"2024","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/","url":"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/","name":"LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2024-11-15T02:30:14+00:00","description":"LangChain, b\u00fcy\u00fck dil modelleri (LLM'ler) ile etkile\u015fim kurman\u0131n ve bu modelleri ger\u00e7ek d\u00fcnya uygulamalar\u0131na entegre etmenin bir yolunu sa\u011flayan g\u00fc\u00e7l\u00fc bir \u00e7er\u00e7evedir. LangChain'in \u00f6nemli bir bile\u015feni, LLM'lerin ge\u00e7mi\u015f etkile\u015fimleri hat\u0131rlamalar\u0131na ve bu bilgilerden yararlanmalar\u0131na olanak tan\u0131yan **Bellek** bile\u015fenidir. Bu makalede LangChain'in **Bellek** bile\u015fenine derinlemesine inecek, temel **Zincir** bile\u015fenlerini inceleyecek ve **\u00c7al\u0131\u015ft\u0131r\u0131labilir** kavram\u0131n\u0131 a\u00e7\u0131klayaca\u011f\u0131z.","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/langchain-bellek-bileseni-derinlemesine-zincir-bilesenleri-ve-calistirilabilir-incelemesi\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"LangChain Bellek Bile\u015feni Derinlemesine: Zincir Bile\u015fenleri ve \u00c7al\u0131\u015ft\u0131r\u0131labilir \u0130ncelemesi"}]},{"@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\/3957","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=3957"}],"version-history":[{"count":0,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/3957\/revisions"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=3957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=3957"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=3957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}