{"id":37817,"date":"2025-05-25T23:16:57","date_gmt":"2025-05-26T02:16:57","guid":{"rendered":"https:\/\/mastertrend.info\/?p=37817"},"modified":"2025-05-25T23:20:32","modified_gmt":"2025-05-26T02:20:32","slug":"uretken-ai-ile-bir-ai-sohbet-robotu-yaratin","status":"publish","type":"post","link":"https:\/\/mastertrend.info\/tr\/crear-un-chatbot-de-ia-con-ia-generativa\/","title":{"rendered":"\u00dcretken yapay zeka ile bir yapay zeka sohbet robotu yarat\u0131n: Bug\u00fcn ba\u015flay\u0131n ve \u015fa\u015f\u0131r\u0131n!"},"content":{"rendered":"<h2>\u00dcretken Yapay Zeka ile Bir Yapay Zeka Sohbet Robotu Olu\u015fturma: 5 Kolay Ad\u0131m<\/h2>\n<h3>girii\u015f<\/h3>\n<p>Yapay zeka sohbet robotlar\u0131, ak\u0131ll\u0131 ve ba\u011flamsalla\u015ft\u0131r\u0131lm\u0131\u015f yan\u0131tlar sunmak i\u00e7in \u00dcretken Yapay Zeka&#039;y\u0131 kullan\u0131r \ud83e\udde0. Herhangi bir niyetle e\u015fle\u015fme bulunamad\u0131\u011f\u0131 durumlarda AI modeli kullan\u0131larak, s\u0131k sorulan sorulara dayal\u0131 \u00f6nceden belirlenmi\u015f niyetler ve yan\u0131tlar \u00f6nceliklendirilerek hibrit bir yakla\u015f\u0131m kullan\u0131lmaktad\u0131r. Bu, verimlili\u011fi garanti alt\u0131na al\u0131r ve chatbot&#039;un karma\u015f\u0131k sorgular\u0131 dinamik olarak ele almas\u0131na olanak tan\u0131r \u26a1.<\/p>\n<h2>Uygulama S\u00fcreci<\/h2>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-49777\" src=\"https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos.png\" alt=\"5 kolay ad\u0131mda \u00fcretken yapay zeka ile bir yapay zeka sohbet robotu olu\u015fturun\" width=\"1536\" height=\"1024\" title=\"\" srcset=\"https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos.png 1536w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos-300x200.png 300w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos-1024x683.png 1024w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos-768x512.png 768w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos-18x12.png 18w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos-120x80.png 120w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos-180x120.png 180w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos-360x240.png 360w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos-470x313.png 470w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos-750x500.png 750w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos-1520x1013.png 1520w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/05\/Crear-un-chatbot-de-IA-con-IA-generativa-5-pasos-sencillos-600x400.png 600w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/p>\n<ol>\n<li style=\"list-style-type: none\">\n<ol>\n<li><strong>Veri Toplama<\/strong><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>Chatbot&#039;un bilgi taban\u0131n\u0131 olu\u015fturmak i\u00e7in a\u015fa\u011f\u0131dakiler de dahil olmak \u00fczere ilgili veri kaynaklar\u0131 toplan\u0131r:<\/p>\n<ol>\n<li style=\"list-style-type: none\">\n<ol>\n<li style=\"list-style-type: none\">\n<ul>\n<li>PDF&#039;ler, web sayfalar\u0131 ve CSV, JSON gibi yap\u0131land\u0131r\u0131lm\u0131\u015f belgeler.<\/li>\n<li>Chatbot&#039;un alan\u0131na ili\u015fkin m\u00fc\u015fteriye \u00f6zel bilgiler.<\/li>\n<li>\u015eirket politikalar\u0131, t\u0131bbi y\u00f6nergeler veya mali bilgiler gibi orijinal belgeler.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Veri \u00d6n \u0130\u015fleme<\/strong><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>Kimlik Bilgilerinin Silinmesi ve G\u00f6r\u00fcnt\u00fclerin Kald\u0131r\u0131lmas\u0131: Gizlilik d\u00fczenlemelerine uymak i\u00e7in, hassas bilgiler belirli veri k\u00fcmelerinden kald\u0131r\u0131l\u0131r.<\/p>\n<p>Otomatik \u00d6n \u0130\u015fleme: Dosyalar\u0131n i\u015flenmesinde Python betikleri kullan\u0131l\u0131r ve bunlar\u0131n yaln\u0131zca kimli\u011fi belirsizle\u015ftirilmi\u015f metin i\u00e7ermesi sa\u011flan\u0131r.<\/p>\n<p>Standart Bi\u00e7imlendirme: Metin, tutarl\u0131l\u0131k sa\u011flanarak indeksleme i\u00e7in \u00e7\u0131kar\u0131l\u0131r, temizlenir ve yap\u0131land\u0131r\u0131l\u0131r.<\/p>\n<ol>\n<li style=\"list-style-type: none\">\n<ol>\n<li><strong>Veri Depolama<\/strong><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>\u0130\u015flenen t\u00fcm belgeler Azure Blob Storage, AWS S3 veya Google Cloud Storage \u2601\ufe0f gibi bulut \u00e7\u00f6z\u00fcmlerinde saklan\u0131r.<\/p>\n<p>Dizinleme i\u00e7in desteklenen formatlar aras\u0131nda CSV, HTML, JSON, PDF, TXT ve Microsoft Office formatlar\u0131 (Word, PPT, Excel) bulunur.<\/p>\n<p>Her chatbot uygulamas\u0131n\u0131n, bilgi taban\u0131 belgelerini d\u00fczenli tutmak i\u00e7in \u00f6zel bir depolama kab\u0131 vard\u0131r.<\/p>\n<ol>\n<li style=\"list-style-type: none\">\n<ol>\n<li><strong>Endeksler Olu\u015fturma<\/strong><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>Alma verimlili\u011fini optimize etmek i\u00e7in Azure OpenAI Studio, ElasticSearch, VectorDB veya di\u011fer AI arama ara\u00e7lar\u0131 kullan\u0131larak bir dizin olu\u015fturulur.<\/p>\n<p>Dizin, metnin \u00e7\u0131kar\u0131lmas\u0131, y\u00f6netilebilir b\u00f6l\u00fcmlere ayr\u0131lmas\u0131 ve bu par\u00e7alar\u0131n h\u0131zl\u0131 arama i\u00e7in kaydedilmesiyle olu\u015fturulur.<\/p>\n<p>Bu, AI modelinin \u00e7al\u0131\u015fma zaman\u0131nda t\u00fcm belgeleri i\u015flemek yerine, ilgili bilgileri verimli bir \u015fekilde aramas\u0131na ve almas\u0131na olanak tan\u0131r.<\/p>\n<ol>\n<li style=\"list-style-type: none\">\n<ol>\n<li><strong>\u00dcretken Yapay Zeka Modelinin Da\u011f\u0131t\u0131m\u0131<\/strong><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>GPT-3.5, GPT-4 veya di\u011fer LLM&#039;ler gibi yapay zeka modelleri bulut hizmetleri arac\u0131l\u0131\u011f\u0131yla da\u011f\u0131t\u0131l\u0131r.<\/p>\n<p>Modellere eri\u015fim i\u00e7in entegrasyon gerekiyor ve kota limitleri kullan\u0131m ihtiya\u00e7lar\u0131na g\u00f6re ayarlanabiliyor \ud83d\udd27.<\/p>\n<p>\u00d6zellikle b\u00fcy\u00fck veri k\u00fcmelerinin i\u015flenmesi s\u0131ras\u0131nda, anlamsal arama yetenekleri i\u00e7in bir vekt\u00f6r arama dizini uygulan\u0131rken g\u00f6mme modelleri kullan\u0131labilir.<\/p>\n<ol>\n<li style=\"list-style-type: none\">\n<ol>\n<li><strong>API Yap\u0131land\u0131rmas\u0131<\/strong><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>Arama dizini yap\u0131land\u0131r\u0131ld\u0131ktan ve AI modeli da\u011f\u0131t\u0131ld\u0131ktan sonra, Sohbet Tamamlama API&#039;si yap\u0131land\u0131r\u0131l\u0131r:<\/p>\n<ol>\n<li style=\"list-style-type: none\">\n<ul>\n<li>Chatbot, arama endeksi ve yapay zeka modeliyle entegre olarak ilgili verileri elde ediyor.<\/li>\n<li>API \u00e7a\u011fr\u0131lar\u0131, verileri almak, sohbet ge\u00e7mi\u015fini korumak ve \u00f6zet yan\u0131tlar olu\u015fturmak \u00fczere yap\u0131land\u0131r\u0131lm\u0131\u015ft\u0131r.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2>AI Chatbot \u0130\u015f Ak\u0131\u015f\u0131<\/h2>\n<p><strong>Kullan\u0131c\u0131 Sorgulama \u0130\u015flemleri:<\/strong> Bir kullan\u0131c\u0131 chatbot&#039;a bir soru g\u00f6nderir.<\/p>\n<p><strong>Arama Dizini Kurtarma:<\/strong> Sorgu arama dizinine g\u00f6nderilir ve benzerli\u011fe g\u00f6re en alakal\u0131 K metin par\u00e7as\u0131 bulunur.<\/p>\n<p><strong>AI Model Yan\u0131tlar\u0131n\u0131n Olu\u015fturulmas\u0131:<\/strong> Al\u0131nan metin par\u00e7ac\u0131klar\u0131, kullan\u0131c\u0131n\u0131n sorgu ve sohbet ge\u00e7mi\u015fiyle birlikte yapay zeka modeline aktar\u0131l\u0131yor.<\/p>\n<p><strong>\u00d6zet Cevap ve Al\u0131nt\u0131lar:<\/strong> Yapay zeka modeli, \u00e7o\u011funlukla orijinal kaynaklara referanslar i\u00e7eren ba\u011flamsal bir yan\u0131t \u00fcretir.<\/p>\n<p><strong>Yan\u0131t Teslimi:<\/strong> Chatbot, \u00fcretilen yan\u0131t\u0131, varsa at\u0131fta bulunulan belgelere ba\u011flant\u0131lar ile birlikte sa\u011flar \ud83d\udd17.<\/p>\n<h2>Farkl\u0131 hizmetleri kullanarak bir sohbet robotunun nas\u0131l verimli bir \u015fekilde olu\u015fturulaca\u011f\u0131na dair ek a\u00e7\u0131klamalar<\/h2>\n<h3>Belge Depolama ve Eri\u015fim<\/h3>\n<p>Belgeler bulut depolama \u00e7\u00f6z\u00fcmlerinde saklan\u0131yor ve yapay zeka arama servisleri taraf\u0131ndan indeksleniyor.<\/p>\n<p>Yapay zeka modeli, dizinlenmi\u015f referanslar\u0131 al\u0131r ve kullan\u0131c\u0131lar\u0131n eri\u015febilece\u011fi belge URL&#039;lerini sa\u011flar.<\/p>\n<p>Kimlik gizleme i\u015flemi uygulansa bile kullan\u0131c\u0131lar depolama alan\u0131ndaki orijinal dosyalara y\u00f6nlendirilecektir.<\/p>\n<h3>Farkl\u0131 Dosya T\u00fcrlerini Y\u00f6netme<\/h3>\n<p>HTML dosyalar\u0131 i\u00e7in: Chatbot, bir belgeye ba\u011flant\u0131 sa\u011flamak yerine, kullan\u0131c\u0131lar\u0131 bir ara yaz\u0131l\u0131m ayar\u0131 arac\u0131l\u0131\u011f\u0131yla canl\u0131 bir web sayfas\u0131 s\u00fcr\u00fcm\u00fcne y\u00f6nlendirebilir.<\/p>\n<p>PDF&#039;ler ve di\u011fer statik dosyalar i\u00e7in: Dizinlenmi\u015f belgeye do\u011frudan eri\u015fim bulut depolama URL&#039;leri arac\u0131l\u0131\u011f\u0131yla sa\u011flan\u0131r.<\/p>\n<h3>Arama Dizini G\u00fcncellemesi<\/h3>\n<p>Yeni dosyalar bulut depolama alan\u0131na y\u00fcklenir ve manuel olarak indekslenmesi gerekir.<\/p>\n<p>Her g\u00fcncelleme, ekleme veya silme i\u015flemi yap\u0131ld\u0131\u011f\u0131nda indeksin yeniden olu\u015fturulmas\u0131 gerekir.<\/p>\n<p>Bu s\u00fcre\u00e7 tam otomatik de\u011fildir ve g\u00fcncel verilerin mevcut oldu\u011fundan emin olmak i\u00e7in manuel olarak ger\u00e7ekle\u015ftirilmesi gerekir.<\/p>\n<h3>Arama Performans\u0131n\u0131 \u00d6zelle\u015ftirme<\/h3>\n<p>Yan\u0131t do\u011frulu\u011funu art\u0131rmak i\u00e7in Azure AI Search veya di\u011fer dizinleme hizmetlerindeki parametreler de\u011fi\u015ftirilebilir.<\/p>\n<p>Ayarlar, performans\u0131 optimize etmek i\u00e7in par\u00e7a boyutu, s\u0131ralama y\u00f6ntemleri ve dizinleme s\u0131kl\u0131\u011f\u0131n\u0131 i\u00e7erir.<\/p>\n<h3>H\u0131zl\u0131 Yan\u0131tlar ve Hiyerar\u015fik Gezinme<\/h3>\n<p>Sohbet robotlar\u0131, kullan\u0131c\u0131lar\u0131 hiyerar\u015fik kategoriler aras\u0131nda y\u00f6nlendirmek i\u00e7in genellikle h\u0131zl\u0131 yan\u0131t d\u00fc\u011fmeleri (se\u00e7iciler) kullan\u0131r.<\/p>\n<p>Bu se\u00e7icilerin, sohbet ak\u0131\u015f\u0131na uyum sa\u011flayacak \u015fekilde chatbot \u00e7er\u00e7evesi i\u00e7erisinde manuel olarak yap\u0131land\u0131r\u0131lmas\u0131 gerekir.<\/p>\n<h2>Belge Depolama ve Dizin E\u015fleme<\/h2>\n<p>A\u015fa\u011f\u0131da chatbot depolama, arama hizmetleri ve dizinlenmi\u015f bilgi tabanlar\u0131n\u0131n yap\u0131land\u0131r\u0131lm\u0131\u015f bir \u00f6rne\u011fi yer almaktad\u0131r:<\/p>\n<table>\n<thead>\n<tr>\n<th>Kategori<\/th>\n<th>Kaynak Grubu<\/th>\n<th>Depolama Hesab\u0131<\/th>\n<th>Konteyner<\/th>\n<th>Arama Hizmeti<\/th>\n<th>Dizin Ad\u0131<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Sa\u011fl\u0131k<\/td>\n<td>sa\u011fl\u0131k sohbet robotu<\/td>\n<td>sa\u011fl\u0131k belgeleri<\/td>\n<td>sa\u011fl\u0131k verileri<\/td>\n<td>sa\u011fl\u0131k arama hizmeti<\/td>\n<td>sa\u011fl\u0131k endeksi<\/td>\n<\/tr>\n<tr>\n<td>Finans<\/td>\n<td>finans sohbet robotu<\/td>\n<td>mali belgeler<\/td>\n<td>finansal veriler<\/td>\n<td>Finans arama<\/td>\n<td>finans endeksi<\/td>\n<\/tr>\n<tr>\n<td>\u0130la\u00e7<\/td>\n<td>eczane sohbet robotu<\/td>\n<td>eczane belgeleri<\/td>\n<td>eczane verileri<\/td>\n<td>eczane arama<\/td>\n<td>eczane endeksi<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u00c7\u00f6z\u00fcm<\/h2>\n<p>Bir tane in\u015fa et <a href=\"https:\/\/mastertrend.info\/tr\/xteki-grok-ai-2\/\" title=\"Grok AI on X: \u00dccretsiz eri\u015fim ve en e\u011flenceli chatbot! \ud83e\udd16\ud83c\udf89\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"6104\">Yapay zeka sohbet robotu<\/a> \u00dcretken Yapay Zeka&#039;dan yararlanmak, veri toplama, \u00f6n i\u015fleme, indeksleme ve yapay zeka modellerinin da\u011f\u0131t\u0131m\u0131n\u0131 i\u00e7erir. G\u00fc\u00e7l\u00fc bir arama alma mekanizmas\u0131 entegre ederek ve API tabanl\u0131 yan\u0131tlar \u00fcreterek, sohbet robotlar\u0131 kullan\u0131c\u0131 sorgular\u0131na ba\u011flamsalla\u015ft\u0131r\u0131lm\u0131\u015f, do\u011fru ve etkili yan\u0131tlar sa\u011flayabilir.<\/p>\n<p>Bilgi taban\u0131n\u0131n ve arama dizininin d\u00fczenli bak\u0131m\u0131, chatbot&#039;un yan\u0131tlar\u0131n\u0131n g\u00fcncel kalmas\u0131n\u0131 sa\u011flar. Gelecekteki geli\u015ftirmeler aras\u0131nda g\u00f6mme tabanl\u0131 anlamsal arama, \u00e7ok modlu yapay zeka yetenekleri ve dinamik bilgi g\u00fcncellemeleri yer alabilir ve bunlar daha ak\u0131ll\u0131 ve daha \u00f6l\u00e7eklenebilir sohbet robotu \u00e7\u00f6z\u00fcmlerine olanak tan\u0131yabilir \ud83c\udf10.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u00dcretken yapay zeka ile bir yapay zeka sohbet robotu olu\u015fturmak d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcn\u00fczden daha kolay. Dakikalar i\u00e7inde nas\u0131l yapaca\u011f\u0131n\u0131z\u0131 \u00f6\u011frenin! \ud83e\udd16\u2728<\/p>","protected":false},"author":1,"featured_media":49775,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","iawp_total_views":48,"jnews-multi-image_gallery":[],"jnews_single_post":[],"jnews_primary_category":[],"jnews_social_meta":[],"jnews_review":[],"enable_review":"","type":"","name":"","summary":"","brand":"","sku":"","good":[],"bad":[],"score_override":"","override_value":"","rating":[],"price":[],"jnews_override_counter":[],"footnotes":""},"categories":[880],"tags":[1445,1622,1558],"class_list":["post-37817","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia","tag-evergreencontent","tag-innovacion","tag-techtips"],"_links":{"self":[{"href":"https:\/\/mastertrend.info\/tr\/wp-json\/wp\/v2\/posts\/37817","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mastertrend.info\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mastertrend.info\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mastertrend.info\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mastertrend.info\/tr\/wp-json\/wp\/v2\/comments?post=37817"}],"version-history":[{"count":1,"href":"https:\/\/mastertrend.info\/tr\/wp-json\/wp\/v2\/posts\/37817\/revisions"}],"predecessor-version":[{"id":94841,"href":"https:\/\/mastertrend.info\/tr\/wp-json\/wp\/v2\/posts\/37817\/revisions\/94841"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mastertrend.info\/tr\/wp-json\/wp\/v2\/media\/49775"}],"wp:attachment":[{"href":"https:\/\/mastertrend.info\/tr\/wp-json\/wp\/v2\/media?parent=37817"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mastertrend.info\/tr\/wp-json\/wp\/v2\/categories?post=37817"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mastertrend.info\/tr\/wp-json\/wp\/v2\/tags?post=37817"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}