{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"DeepSeek-OCR Nedir ve Neden \u00d6nemli?","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"z2GUKYUfXU\"><a href=\"https:\/\/fatihsoysal.com\/blog\/deepseek-ocr-nedir-ve-neden-onemli\/\">DeepSeek-OCR Nedir ve Neden \u00d6nemli?<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/deepseek-ocr-nedir-ve-neden-onemli\/embed\/#?secret=z2GUKYUfXU\" width=\"600\" height=\"338\" title=\"&#8220;DeepSeek-OCR Nedir ve Neden \u00d6nemli?&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"z2GUKYUfXU\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n<\/script>\n","description":"G\u00fcn\u00fcm\u00fcz\u00fcn dijital d\u00fcnyas\u0131nda, b\u00fcy\u00fck dil modelleri (LLM'ler) ve yapay zeka uygulamalar\u0131 hayat\u0131m\u0131z\u0131n vazge\u00e7ilmez bir par\u00e7as\u0131 haline geldi. Ancak, bu g\u00fc\u00e7l\u00fc modellerin \u00f6n\u00fcndeki en b\u00fcy\u00fck engellerden biri, \u00f6zellikle uzun ve karma\u015f\u0131k belgeler s\u00f6z konusu oldu\u011funda, kar\u015f\u0131la\u015f\u0131lan token s\u0131n\u0131rlar\u0131d\u0131r. Geleneksel optik karakter tan\u0131ma (OCR) y\u00f6ntemleri, belgelerdeki metinleri ba\u015far\u0131yla dijitalle\u015ftirse de, genellikle fazla detay ve g\u00fcr\u00fclt\u00fc i\u00e7eren \u00e7\u0131kt\u0131lar \u00fcreterek LLM'lerin token limitlerini h\u0131zla doldurur. \u0130\u015fte tam bu noktada DeepSeek-OCR devreye giriyor. DeepSeek-OCR, uzun belgelerin LLM'lerde i\u015flenmesini kolayla\u015ft\u0131ran devrim niteli\u011finde bir optik ba\u011flam s\u0131k\u0131\u015ft\u0131rma teknolojisidir. Bu makalede, token say\u0131s\u0131n\u0131 nas\u0131l azaltt\u0131\u011f\u0131n\u0131, verimlili\u011fi nas\u0131l art\u0131rd\u0131\u011f\u0131n\u0131 ve belge i\u015flemeyi nas\u0131l d\u00f6n\u00fc\u015ft\u00fcrd\u00fc\u011f\u00fcn\u00fc ad\u0131m ad\u0131m ke\u015ffedece\u011fiz. Bu yenilik\u00e7i yakla\u015f\u0131m, sadece metni de\u011fil, belgenin g\u00f6rsel ve yap\u0131sal ba\u011flam\u0131n\u0131 da anlayarak \u00e7ok daha anlaml\u0131 ve kompakt girdiler olu\u015fturur. B\u00f6ylece, hem i\u015flem maliyetleri d\u00fc\u015fer hem de LLM'lerin daha uzun ve karma\u015f\u0131k metinleri daha derinlemesine analiz etme yetene\u011fi artar. Geleneksel OCR'\u0131n basit metin \u00e7\u0131karma yakla\u015f\u0131m\u0131n\u0131n aksine, DeepSeek-OCR, belgenin adeta \"ruhunu\" yakalayarak, sadece gerekli bilgiyi de\u011fil, ayn\u0131 zamanda bu bilginin belgedeki yerini ve \u00f6nemini de anlar. Bu derinlemesine anlay\u0131\u015f, \u00f6zellikle finans, hukuk ve sa\u011fl\u0131k gibi yo\u011fun belge ak\u0131\u015f\u0131 olan sekt\u00f6rlerde oyunun kurallar\u0131n\u0131 de\u011fi\u015ftirecek potansiyele sahiptir. Dolay\u0131s\u0131yla, DeepSeek-OCR, sadece bir teknoloji de\u011fil, ayn\u0131 zamanda yapay zeka destekli belge y\u00f6netiminde yeni bir d\u00f6nemin ba\u015flang\u0131c\u0131d\u0131r diyebiliriz."}