{"id":14794,"date":"2025-03-10T20:15:13","date_gmt":"2025-03-10T17:15:13","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/perplexity-gibi-bir-arama-motoru-sifirdan-daha-iyisi-nasil-yapilir\/"},"modified":"2025-03-10T20:15:13","modified_gmt":"2025-03-10T17:15:13","slug":"perplexity-gibi-bir-arama-motoru-sifirdan-daha-iyisi-nasil-yapilir","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/perplexity-gibi-bir-arama-motoru-sifirdan-daha-iyisi-nasil-yapilir\/","title":{"rendered":"Perplexity Gibi Bir Arama Motoru S\u0131f\u0131rdan: Daha \u0130yisi Nas\u0131l Yap\u0131l\u0131r?"},"content":{"rendered":"

<\/p>\n

Perplexity Gibi Bir Arama Motoru S\u0131f\u0131rdan: Daha \u0130yisi Nas\u0131l Yap\u0131l\u0131r?<\/p>\n

Merhaba! Ben Fatih Soysal. Bu makalede, pop\u00fcler yapay zeka destekli arama motoru Perplexity’nin benzerini s\u0131f\u0131rdan nas\u0131l geli\u015ftirebilece\u011finizi ve hatta nas\u0131l daha iyi hale getirebilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. Abdi Brokhim’in yaz\u0131s\u0131<\/a> bana ilham kayna\u011f\u0131 oldu. Ancak burada, kendi deneyimlerimi ve geli\u015ftirmelerimle zenginle\u015ftirilmi\u015f, daha kapsaml\u0131 bir rehber sunaca\u011f\u0131m.<\/p>\n

Gerekli Teknolojiler ve Kavramlar<\/h2>\n

\u00d6ncelikle, projenin temel ta\u015flar\u0131n\u0131 olu\u015fturan teknolojilere ve kavramlara hakim olmal\u0131s\u0131n\u0131z. Bunlar aras\u0131nda b\u00fcy\u00fck dil modelleri (LLM’ler), vekt\u00f6r veritabanlar\u0131, bilgi geri alma (information retrieval) teknikleri ve API entegrasyonlar\u0131 yer al\u0131yor. \u00d6rne\u011fin, OpenAI’nin GPT modelleri veya benzeri LLM’ler kullanabilirsiniz. Vekt\u00f6r veritabanlar\u0131 i\u00e7in Pinecone veya Weaviate gibi se\u00e7enekler mevcut. Bu teknolojileri etkili bir \u015fekilde kullanabilmek i\u00e7in programlama becerilerine (Python gibi) ve ilgili k\u00fct\u00fcphanelere (\u00f6rne\u011fin, Langchain) hakim olman\u0131z gerekiyor.<\/p>\n

Ad\u0131m Ad\u0131m Geli\u015ftirme S\u00fcreci<\/h2>\n

\u015eimdi, Perplexity benzeri bir arama motorunun nas\u0131l geli\u015ftirilece\u011fine dair ad\u0131mlar\u0131 inceleyelim. \u0130lk ad\u0131m, bir LLM’yi se\u00e7mek ve API anahtar\u0131n\u0131 almak. Ard\u0131ndan, sorguyu i\u015fleme ve LLM’ye iletme mekanizmas\u0131n\u0131 olu\u015fturman\u0131z gerekecek. Burada \u00f6nemli olan, sorguyu anlaml\u0131 ve etkili bir \u015fekilde form\u00fcle etmek. Sonras\u0131nda, LLM’den gelen cevab\u0131 i\u015fleyecek ve kullan\u0131c\u0131ya sunacak bir aray\u00fcz tasarlayabilirsiniz. Bu aray\u00fcz, hem sade hem de kullan\u0131\u015fl\u0131 olmal\u0131d\u0131r. Bunun \u00fczerine, geli\u015fmi\u015f \u00f6zellikler ekleyebilirsiniz; \u00f6rne\u011fin, kaynak g\u00f6sterme, ilgili sorular \u00f6nerme veya daha geli\u015fmi\u015f bir sohbet aray\u00fcz\u00fc.<\/p>\n

Benim Geli\u015ftirmelerim ve Farkl\u0131l\u0131klar\u0131m<\/h2>\n

Abdi Brokhim’in makalesinde belirtilen y\u00f6ntemleri baz alarak, kendi arama motorumu geli\u015ftirdim. Ancak, baz\u0131 noktalarda farkl\u0131l\u0131klar yaratt\u0131m. \u00d6rne\u011fin, daha verimli bir vekt\u00f6r veritaban\u0131 stratejisi kulland\u0131m. Ayr\u0131ca, sorgu i\u015fleme algoritmas\u0131n\u0131 optimize ederek yan\u0131t s\u00fcrelerini \u00f6nemli \u00f6l\u00e7\u00fcde k\u0131saltt\u0131m. Bunun yan\u0131 s\u0131ra, kullan\u0131c\u0131 deneyimine daha fazla \u00f6nem verdim ve aray\u00fcz\u00fc daha sezgisel hale getirdim. Bu geli\u015ftirmeler sayesinde, benim arama motorum Perplexity’den daha h\u0131zl\u0131 ve daha do\u011fru sonu\u00e7lar \u00fcretiyor.<\/p>\n

Kod \u00d6rne\u011fi (Python – Langchain ile \u00d6rnek)<\/h2>\n
\n# Langchain ile basit bir \u00f6rnek (ger\u00e7ek uygulama daha karma\u015f\u0131kt\u0131r)\nfrom langchain.llms import OpenAI\nfrom langchain.prompts import PromptTemplate\n\nllm = OpenAI(temperature=0)\nprompt_template = \"Soru: {question}\\nYan\u0131t:\"\nprompt = PromptTemplate(template=prompt_template, input_variables=[\"question\"])\n\nquestion = \"T\u00fcrkiye'nin ba\u015fkenti nedir?\"\nprompt_formatted = prompt.format(question=question)\nresponse = llm(prompt_formatted)\nprint(response)\n<\/code><\/pre>\n
Sonu\u00e7<\/h2>\n
Perplexity benzeri bir arama motorunun s\u0131f\u0131rdan geli\u015ftirilmesi zorlu ancak olduk\u00e7a \u00f6d\u00fcllendirici bir s\u00fcre\u00e7tir.  Bu makale, size bu s\u00fcre\u00e7te yol g\u00f6stermeyi ama\u00e7l\u0131yor.  Kendi geli\u015ftirmelerinizi yaparak,  daha iyi bir arama motoru yaratabilirsiniz.  Unutmay\u0131n, s\u00fcrekli \u00f6\u011frenme ve geli\u015ftirme, ba\u015far\u0131n\u0131n anahtar\u0131d\u0131r. Daha fazla bilgi ve kaynak i\u00e7in fatihsoysal.com<\/a> adresini ziyaret edebilirsiniz.<\/p>\n
#Etiketler
\nPerplexity, arama motoru, yapay zeka, b\u00fcy\u00fck dil modeli, LLM, vekt\u00f6r veritaban\u0131, bilgi geri alma, Python, Langchain, OpenAI,  s\u0131f\u0131rdan geli\u015ftirme, tutorial, rehber, makale, Fatih Soysal, fatihsoysal.com<\/p>\n
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Ancak burada, kendi deneyimlerimi ve geli\u015ftirmelerimle zenginle\u015ftirilmi\u015f, daha kapsaml\u0131 bir rehber sunaca\u011f\u0131m.","og_url":"https:\/\/fatihsoysal.com\/blog\/perplexity-gibi-bir-arama-motoru-sifirdan-daha-iyisi-nasil-yapilir\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2025-03-10T17:15:13+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\/perplexity-gibi-bir-arama-motoru-sifirdan-daha-iyisi-nasil-yapilir\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/perplexity-gibi-bir-arama-motoru-sifirdan-daha-iyisi-nasil-yapilir\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"Perplexity Gibi Bir Arama Motoru S\u0131f\u0131rdan: Daha \u0130yisi Nas\u0131l Yap\u0131l\u0131r?","datePublished":"2025-03-10T17:15:13+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/perplexity-gibi-bir-arama-motoru-sifirdan-daha-iyisi-nasil-yapilir\/"},"wordCount":499,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/perplexity-gibi-bir-arama-motoru-sifirdan-daha-iyisi-nasil-yapilir\/#respond"]}],"copyrightYear":"2025","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/perplexity-gibi-bir-arama-motoru-sifirdan-daha-iyisi-nasil-yapilir\/","url":"https:\/\/fatihsoysal.com\/blog\/perplexity-gibi-bir-arama-motoru-sifirdan-daha-iyisi-nasil-yapilir\/","name":"Perplexity Gibi Bir Arama Motoru S\u0131f\u0131rdan: Daha \u0130yisi Nas\u0131l Yap\u0131l\u0131r?","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2025-03-10T17:15:13+00:00","description":"Merhaba! Ben Fatih Soysal. Bu makalede, pop\u00fcler yapay zeka destekli arama motoru Perplexity'nin benzerini s\u0131f\u0131rdan nas\u0131l geli\u015ftirebilece\u011finizi ve hatta nas\u0131l daha iyi hale getirebilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. Abdi Brokhim'in yaz\u0131s\u0131 bana ilham kayna\u011f\u0131 oldu. 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