{"id":34793,"date":"2025-04-30T13:53:15","date_gmt":"2025-04-30T10:53:15","guid":{"rendered":"https:\/\/profelis.com.tr\/?p=34793"},"modified":"2025-07-23T14:43:57","modified_gmt":"2025-07-23T11:43:57","slug":"yapay-zeka-caginda-vektor-veritabanlarinin-yukselisi","status":"publish","type":"post","link":"https:\/\/profelis.com.tr\/en\/2025\/04\/30\/yapay-zeka-caginda-vektor-veritabanlarinin-yukselisi\/","title":{"rendered":"Yapay Zeka \u00c7a\u011f\u0131nda Vekt\u00f6r Veritabanlar\u0131n\u0131n Y\u00fckseli\u015fi"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"34793\" class=\"elementor elementor-34793\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e55eabc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e55eabc\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;pix_scale_in&quot;:&quot;none&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a593569\" data-id=\"a593569\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;pix_scale_in&quot;:&quot;none&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4c68d34 elementor-widget elementor-widget-text-editor\" data-id=\"4c68d34\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Yapay zeka teknolojilerinin h\u0131zla yay\u0131lmas\u0131, veri y\u00f6netimi yakla\u015f\u0131mlar\u0131n\u0131 da d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor. Bu d\u00f6n\u00fc\u015f\u00fcmde \u00f6zellikle \u00f6ne \u00e7\u0131kan teknolojilerden biri <\/span><b>vekt\u00f6r veritabanlar\u0131<\/b><span style=\"font-weight: 400;\">. Anlamsal arama, \u00f6neri sistemleri ve do\u011fal dil i\u015fleme gibi alanlarda kritik rol oynayan bu sistemler, art\u0131k geleneksel ili\u015fkisel veritabanlar\u0131n\u0131n da ilgi oda\u011f\u0131 haline geldi.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9355ab1 elementor-widget elementor-widget-image\" data-id=\"9355ab1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"640\" height=\"427\" src=\"https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapayzeka1-1024x683.png\" class=\"attachment-large size-large wp-image-34796\" alt=\"\" srcset=\"https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapayzeka1-1024x683.png 1024w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapayzeka1-300x200.png 300w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapayzeka1-768x512.png 768w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapayzeka1.png 1536w\" sizes=\"(max-width: 640px) 100vw, 640px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5f606f elementor-widget elementor-widget-heading\" data-id=\"e5f606f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Vekt\u00f6r Veritaban\u0131 Nedir?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9acb5bd elementor-widget elementor-widget-text-editor\" data-id=\"9acb5bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Vekt\u00f6r veritabanlar\u0131, yap\u0131land\u0131r\u0131lmam\u0131\u015f verileri (metin, g\u00f6rsel, ses vb.) say\u0131sal vekt\u00f6rler haline getirerek bu vekt\u00f6rler \u00fczerinde <\/span><b>benzerlik temelli arama<\/b><span style=\"font-weight: 400;\"> yap\u0131lmas\u0131n\u0131 sa\u011flar. Klasik anahtar kelime aramalar\u0131n\u0131n \u00f6tesine ge\u00e7erek, <\/span><b>anlam benzerli\u011fine<\/b><span style=\"font-weight: 400;\"> dayal\u0131 sonu\u00e7lar sunar.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edd9042 elementor-widget elementor-widget-heading\" data-id=\"edd9042\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hangi Alanlarda Kullan\u0131l\u0131r?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f1a955 elementor-widget elementor-widget-text-editor\" data-id=\"7f1a955\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><b>Sohbet botlar\u0131:<\/b><span style=\"font-weight: 400;\"> Soru-cevap sistemlerinde anlamsal ba\u011flam olu\u015fturma<\/span><\/li><li><b>Arama motorlar\u0131:<\/b><span style=\"font-weight: 400;\"> Metin ya da g\u00f6rsel i\u00e7eriklerde benzerlik arama<\/span><\/li><li><b>\u00d6neri sistemleri:<\/b><span style=\"font-weight: 400;\"> Kullan\u0131c\u0131 davran\u0131\u015flar\u0131na g\u00f6re ki\u015fiselle\u015ftirilmi\u015f \u00f6neriler<\/span><\/li><li><b>Anomali tespiti ve duygu analizi<\/b><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53a24ca elementor-widget elementor-widget-image\" data-id=\"53a24ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"360\" src=\"https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapayzeka2-1024x576.jpg\" class=\"attachment-large size-large wp-image-34798\" alt=\"\" srcset=\"https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapayzeka2-1024x576.jpg 1024w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapayzeka2-300x169.jpg 300w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapayzeka2-768x432.jpg 768w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapayzeka2-1536x864.jpg 1536w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapayzeka2.jpg 1920w\" sizes=\"(max-width: 640px) 100vw, 640px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb1263e elementor-widget elementor-widget-heading\" data-id=\"bb1263e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Sa\u011fl\u0131kl\u0131 Bir Vekt\u00f6r Veritaban\u0131 \u0130\u00e7in Gerekenler\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fae7628 elementor-widget elementor-widget-text-editor\" data-id=\"fae7628\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Y\u00fcksek performansl\u0131 benzerlik arama (ANN \u2013 Approximate Nearest Neighbor)<\/span><span style=\"font-weight: 400;\"><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">HNSW veya IVFFlat gibi geli\u015fmi\u015f indeksleme y\u00f6ntemleri<\/span><span style=\"font-weight: 400;\"><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Y\u00fcksek boyutlu vekt\u00f6rleri verimli saklayabilme<\/span><span style=\"font-weight: 400;\"><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SQL ve AI sistemleriyle uyumlu \u00e7al\u0131\u015fabilme<\/span><span style=\"font-weight: 400;\"><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">G\u00fcvenlik, \u00f6l\u00e7eklenebilirlik ve kolay entegrasyon<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4407cb5 elementor-widget elementor-widget-heading\" data-id=\"4407cb5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Neden Bu Kadar \u00d6nemli?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19e708f elementor-widget elementor-widget-text-editor\" data-id=\"19e708f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Yapay zeka modelleri, \u00f6zellikle <\/span><b>embedding (g\u00f6m\u00fc) tabanl\u0131<\/b><span style=\"font-weight: 400;\"> \u00e7al\u0131\u015fan sistemlerde, metin ya da g\u00f6rselleri \u00e7ok boyutlu vekt\u00f6rlere d\u00f6n\u00fc\u015ft\u00fcrerek i\u015fler. Bu vekt\u00f6rlerin verimli \u015fekilde saklanmas\u0131 ve aranmas\u0131, modelin ba\u015far\u0131s\u0131n\u0131 do\u011frudan etkiler. Bu nedenle <\/span><b>vekt\u00f6r veritaban\u0131 altyap\u0131s\u0131<\/b><span style=\"font-weight: 400;\">, modern AI uygulamalar\u0131n\u0131n temel bile\u015fenlerinden biri haline gelmi\u015ftir.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f9637f elementor-widget elementor-widget-image\" data-id=\"8f9637f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"360\" src=\"https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapay-zeka-vektorveritabani3-1024x576.jpg\" class=\"attachment-large size-large wp-image-34799\" alt=\"\" srcset=\"https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapay-zeka-vektorveritabani3-1024x576.jpg 1024w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapay-zeka-vektorveritabani3-300x169.jpg 300w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapay-zeka-vektorveritabani3-768x432.jpg 768w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapay-zeka-vektorveritabani3-1536x864.jpg 1536w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapay-zeka-vektorveritabani3.jpg 1920w\" sizes=\"(max-width: 640px) 100vw, 640px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5573388 elementor-widget elementor-widget-heading\" data-id=\"5573388\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pop\u00fcler RDMBS Veritabanlar\u0131 Bu Trende Nas\u0131l Yakla\u015f\u0131yor?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75db03f elementor-widget elementor-widget-heading\" data-id=\"75db03f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">PostgreSQL \u2013 pgvector ile Esnek ve A\u00e7\u0131k Kaynak \u00c7\u00f6z\u00fcm\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06bfd16 elementor-widget elementor-widget-text-editor\" data-id=\"06bfd16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">pgvector<\/span><span style=\"font-weight: 400;\"> eklentisi ile 3 farkl\u0131 mesafe metrikli vekt\u00f6r arama deste\u011fi (L2, cosine, inner product) sunar (kaynak:<\/span><a href=\"https:\/\/github.com\/pgvector\/pgvector\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">https:\/\/github.com\/pgvector\/pgvector<\/span><\/a><span style=\"font-weight: 400;\">)<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>IVFFlat<\/b><span style=\"font-weight: 400;\"> ve <\/span><b>HNSW<\/b><span style=\"font-weight: 400;\"> indeksleri sayesinde y\u00fcksek performansl\u0131 aramalar yap\u0131labilir (kaynak:<\/span><a href=\"https:\/\/aws.amazon.com\/blogs\/database\/accelerate-hnsw-indexing-and-searching-with-pgvector\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">https:\/\/aws.amazon.com\/blogs\/database\/accelerate-hnsw-indexing-and-searching-with-pgvector\/<\/span><\/a><span style=\"font-weight: 400;\">)<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A\u00e7\u0131k kaynak ekosistemde en yayg\u0131n kullan\u0131lan vekt\u00f6r \u00e7\u00f6z\u00fcm\u00fcd\u00fcr<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AWS, Azure, GCP gibi b\u00fcy\u00fck bulut platformlar\u0131nda desteklenmektedir<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Profelis, PostgreSQL ve pgvector kurulumu, yap\u0131land\u0131rmas\u0131 ve kurumsal deste\u011fi konular\u0131nda dan\u0131\u015fmanl\u0131k hizmeti sunmaktad\u0131r.<\/b><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b808ff9 elementor-widget elementor-widget-heading\" data-id=\"b808ff9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">EnterpriseDB (EDB) \u2013 Postgres AI ile \u00dcretken Yapay Zeka i\u00e7in Optimize\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5ed135 elementor-widget elementor-widget-text-editor\" data-id=\"d5ed135\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">pgvector entegrasyonuna ek olarak <\/span><span style=\"font-weight: 400;\">Pipelines<\/span><span style=\"font-weight: 400;\"> uzant\u0131s\u0131 ile veritaban\u0131 i\u00e7i embedding deste\u011fi sunar (kaynak:<\/span><a href=\"https:\/\/www.enterprisedb.com\/blog\/path-vector-database-success\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">https:\/\/www.enterprisedb.com\/blog\/path-vector-database-success<\/span><\/a><span style=\"font-weight: 400;\">)<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">RAG (Retrieval-Augmented Generation) senaryolar\u0131na haz\u0131r yap\u0131<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Y\u00fcksek performansl\u0131 ve \u00f6l\u00e7eklenebilir kurumsal PostgreSQL \u00e7\u00f6z\u00fcm\u00fcd\u00fcr<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Profelis, T\u00fcrkiye\u2019de EDB\u2019nin yetkili i\u015f orta\u011f\u0131 olarak lisanslama, destek ve teknik entegrasyon hizmetleri sa\u011flamaktad\u0131r.<\/b><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71db2e7 elementor-widget elementor-widget-heading\" data-id=\"71db2e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">MariaDB \u2013 MariaDB Vector ile Do\u011frudan Entegre Vekt\u00f6r Tipi\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c113a4 elementor-widget elementor-widget-text-editor\" data-id=\"3c113a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">MariaDB 11.7 ile gelen <\/span><span style=\"font-weight: 400;\">VECTOR<\/span><span style=\"font-weight: 400;\"> veri tipi ve HNSW indeks deste\u011fi sunar (kaynak: https:\/\/mariadb.com\/docs\/server\/data-types\/vector\/)<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A\u00e7\u0131k kaynak ve SkySQL bulut ortamlar\u0131nda eri\u015filebilir<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00d6neri sistemleri, benzerlik arama, embedding deposu gibi senaryolara y\u00f6neliktir<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Profelis, MariaDB kurulum, g\u00f6\u00e7 (migration) ve y\u00fcksek eri\u015filebilirlik yap\u0131land\u0131rmalar\u0131 konusunda uzmanla\u015fm\u0131\u015ft\u0131r.<\/b><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebd4b8b elementor-widget elementor-widget-image\" data-id=\"ebd4b8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"427\" src=\"https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapay-zeka-vektor-veritabani4-1024x683.png\" class=\"attachment-large size-large wp-image-34800\" alt=\"\" srcset=\"https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapay-zeka-vektor-veritabani4-1024x683.png 1024w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapay-zeka-vektor-veritabani4-300x200.png 300w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapay-zeka-vektor-veritabani4-768x512.png 768w, https:\/\/profelis.com.tr\/wp-content\/uploads\/2025\/04\/yapay-zeka-vektor-veritabani4.png 1536w\" sizes=\"(max-width: 640px) 100vw, 640px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-386a9c8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"386a9c8\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;pix_scale_in&quot;:&quot;none&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-21c30cd\" data-id=\"21c30cd\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;pix_scale_in&quot;:&quot;none&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-46fef60 elementor-widget elementor-widget-heading\" data-id=\"46fef60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Sonu\u00e7<\/h4>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-de8d341 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"de8d341\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;pix_scale_in&quot;:&quot;none&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8262b8e\" data-id=\"8262b8e\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;pix_scale_in&quot;:&quot;none&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5d5d5d7 elementor-widget elementor-widget-text-editor\" data-id=\"5d5d5d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Vekt\u00f6r veritabanlar\u0131 art\u0131k sadece teknoloji firmalar\u0131n\u0131n de\u011fil, her sekt\u00f6rden kurumun g\u00fcndeminde. Do\u011fru yap\u0131land\u0131r\u0131lm\u0131\u015f bir vekt\u00f6r veritaban\u0131, hem mevcut verilerinizi daha anlaml\u0131 hale getirir hem de yapay zeka uygulamalar\u0131n\u0131 do\u011frudan i\u015f s\u00fcre\u00e7lerinize entegre etmenizi sa\u011flar.<\/span><\/p><p><span style=\"font-weight: 400;\">PostgreSQL, EDB ve MariaDB gibi yayg\u0131n veritabanlar\u0131n\u0131n bu alandaki geli\u015fmeleri takip edip \u00e7\u00f6z\u00fcmler \u00fcretmesi, bu d\u00f6n\u00fc\u015f\u00fcm\u00fcn kal\u0131c\u0131 oldu\u011funu g\u00f6steriyor.<\/span><\/p><p><span style=\"font-weight: 400;\">Gelece\u011fin yapay zeka uygulamalar\u0131, yaln\u0131zca ak\u0131ll\u0131 algoritmalara de\u011fil, bu algoritmalar\u0131 besleyecek <\/span><b>anlamsal veriye<\/b><span style=\"font-weight: 400;\"> de ihtiya\u00e7 duyuyor. Bu nedenle, vekt\u00f6r veritabanlar\u0131na ge\u00e7i\u015f sadece bir teknoloji tercihi de\u011fil, <\/span><b>stratejik bir karar<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><b>Profelis olarak<\/b><span style=\"font-weight: 400;\">, a\u00e7\u0131k kaynak veritaban\u0131 \u00e7\u00f6z\u00fcmlerinden kurumsal sistem entegrasyonlar\u0131na kadar geni\u015f bir yelpazede hizmet veriyor, yapay zeka projelerinizin veri altyap\u0131s\u0131n\u0131 g\u00fc\u00e7lendiriyoruz. PostgreSQL, EDB ve MariaDB platformlar\u0131ndaki deneyimimizle, projelerinize uygun vekt\u00f6r veritaban\u0131 \u00e7\u00f6z\u00fcmlerini belirlemenize ve hayata ge\u00e7irmenize yard\u0131mc\u0131 olabiliriz.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Yapay zek\u00e2 \u00e7a\u011f\u0131nda, \u00f6zellikle b\u00fcy\u00fck \u00f6l\u00e7ekli veri ve derin \u00f6\u011frenme uygulamalar\u0131nda y\u00fcksek h\u0131zl\u0131 benzerlik aramas\u0131 i\u00e7in \u00f6zelle\u015fmi\u015f vekt\u00f6r veritabanlar\u0131n\u0131n y\u00fckseli\u015fi, AI projelerinin verimlilik ve performans\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131r\u0131yor.<\/p>","protected":false},"author":5,"featured_media":34822,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[129],"tags":[],"class_list":["post-34793","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-veritabani"],"_links":{"self":[{"href":"https:\/\/profelis.com.tr\/en\/wp-json\/wp\/v2\/posts\/34793","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/profelis.com.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/profelis.com.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/profelis.com.tr\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/profelis.com.tr\/en\/wp-json\/wp\/v2\/comments?post=34793"}],"version-history":[{"count":22,"href":"https:\/\/profelis.com.tr\/en\/wp-json\/wp\/v2\/posts\/34793\/revisions"}],"predecessor-version":[{"id":35595,"href":"https:\/\/profelis.com.tr\/en\/wp-json\/wp\/v2\/posts\/34793\/revisions\/35595"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/profelis.com.tr\/en\/wp-json\/wp\/v2\/media\/34822"}],"wp:attachment":[{"href":"https:\/\/profelis.com.tr\/en\/wp-json\/wp\/v2\/media?parent=34793"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/profelis.com.tr\/en\/wp-json\/wp\/v2\/categories?post=34793"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/profelis.com.tr\/en\/wp-json\/wp\/v2\/tags?post=34793"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}