{"id":8231,"date":"2024-12-31T17:15:13","date_gmt":"2024-12-31T14:15:13","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/rasa-ile-sohbet-botlari-olusturma-yeni-baslayanlar-icin-kapsamli-bir-rehber\/"},"modified":"2024-12-31T17:15:13","modified_gmt":"2024-12-31T14:15:13","slug":"rasa-ile-sohbet-botlari-olusturma-yeni-baslayanlar-icin-kapsamli-bir-rehber","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/rasa-ile-sohbet-botlari-olusturma-yeni-baslayanlar-icin-kapsamli-bir-rehber\/","title":{"rendered":"Rasa ile Sohbet Botlar\u0131 Olu\u015fturma: Yeni Ba\u015flayanlar \u0130\u00e7in Kapsaml\u0131 Bir Rehber"},"content":{"rendered":"

<\/p>\n

Rasa ile Sohbet Botlar\u0131 Olu\u015fturma: Yeni Ba\u015flayanlar \u0130\u00e7in Kapsaml\u0131 Bir Rehber<\/p>\n

Merhaba! Ben Fatih Soysal ve bug\u00fcn sizlere a\u00e7\u0131k kaynakl\u0131 bir konu\u015fmal\u0131 yapay zeka (conversational AI) \u00e7er\u00e7evesi olan Rasa’y\u0131 detayl\u0131 bir \u015fekilde anlataca\u011f\u0131m. \u00d6zellikle yeni ba\u015flayanlar i\u00e7in haz\u0131rlad\u0131\u011f\u0131m bu rehberde, Rasa’n\u0131n ne oldu\u011funu, nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 ve kendi sohbet botunuzu nas\u0131l olu\u015fturabilece\u011finizi ad\u0131m ad\u0131m \u00f6\u011freneceksiniz. \u00d6ncelikle Rasa’n\u0131n ne oldu\u011funu ve neden kullanman\u0131z gerekti\u011fini a\u00e7\u0131klayal\u0131m.<\/p>\n

Rasa Nedir?<\/h2>\n

K\u0131sacas\u0131, Rasa, kendi \u00f6zel sohbet botlar\u0131n\u0131z\u0131 olu\u015fturman\u0131za olanak sa\u011flayan, g\u00fc\u00e7l\u00fc ve esnek bir a\u00e7\u0131k kaynakl\u0131 makine \u00f6\u011frenmesi \u00e7er\u00e7evesidir. Di\u011fer bir\u00e7ok sohbet botu platformundan farkl\u0131 olarak, Rasa size tam kontrol sa\u011flar. Botunuzun davran\u0131\u015flar\u0131n\u0131, ki\u015fili\u011fini ve diyalog ak\u0131\u015f\u0131n\u0131 tamamen \u00f6zelle\u015ftirebilirsiniz. Bu da, s\u0131radan ve kal\u0131pla\u015fm\u0131\u015f yan\u0131tlar yerine, daha do\u011fal ve ak\u0131c\u0131 konu\u015fmalar yaratman\u0131za imkan tan\u0131r. Ba\u015fka bir deyi\u015fle, kendi markan\u0131z\u0131n ve i\u015finizin ihtiya\u00e7lar\u0131na g\u00f6re uyarlanm\u0131\u015f, ger\u00e7ekten ki\u015fiselle\u015ftirilmi\u015f bir sohbet botu geli\u015ftirebilirsiniz.<\/p>\n

Rasa’n\u0131n Temel Bile\u015fenleri<\/h2>\n

Rasa, iki temel bile\u015fenden olu\u015fur: NLTK (Natural Language Toolkit)<\/strong> ve NLU (Natural Language Understanding)<\/strong>. NLTK, metin verilerini i\u015flemede kullan\u0131lan bir Python k\u00fct\u00fcphanesidir. NLU ise, kullan\u0131c\u0131 girdilerini anlamak ve yorumlamak i\u00e7in kullan\u0131lan bir bile\u015fendir. Bu iki bile\u015fen birlikte \u00e7al\u0131\u015farak, kullan\u0131c\u0131 girdilerini analiz eder, niyetleri (intent) ve varl\u0131klar\u0131 (entities) tan\u0131mlar ve uygun yan\u0131tlar\u0131 \u00fcretir.<\/p>\n

Bunun yan\u0131nda, Rasa’n\u0131n diyalog y\u00f6netimi<\/strong> (dialogue management) k\u0131sm\u0131 olduk\u00e7a \u00f6nemlidir. Bu k\u0131s\u0131m, botun konu\u015fma ak\u0131\u015f\u0131n\u0131 y\u00f6netmesini ve kullan\u0131c\u0131 ile tutarl\u0131 bir \u015fekilde ileti\u015fim kurmas\u0131n\u0131 sa\u011flar. \u00d6rne\u011fin, kullan\u0131c\u0131n\u0131n \u00f6nceki sorular\u0131n\u0131 hat\u0131rlayarak daha ak\u0131ll\u0131 ve ki\u015fiselle\u015ftirilmi\u015f yan\u0131tlar verebilir.<\/p>\n

Rasa ile Bir Sohbet Botu Olu\u015fturma<\/h2>\n

Rasa ile bir sohbet botu olu\u015fturmak, birka\u00e7 ad\u0131m\u0131 i\u00e7erir. \u0130lk ad\u0131m, gerekli olan k\u00fct\u00fcphaneleri kurmakt\u0131r. Daha sonra, botunuzun niyetlerini, varl\u0131klar\u0131n\u0131 ve hikayelerini (stories) tan\u0131mlayan bir yap\u0131land\u0131rma dosyas\u0131 olu\u015fturman\u0131z gerekmektedir. Bu dosyalarda, botunuzun nas\u0131l yan\u0131t vermesi gerekti\u011fini, hangi durumlarda hangi yan\u0131tlar\u0131 se\u00e7mesi gerekti\u011fini tan\u0131mlars\u0131n\u0131z. Sonras\u0131nda, e\u011fitim verileri ile botunuzu e\u011fitmeniz ve performans\u0131n\u0131 test etmeniz gerekir. Bu s\u00fcre\u00e7te, Rasa’n\u0131n sa\u011flad\u0131\u011f\u0131 komut sat\u0131r\u0131 ara\u00e7lar\u0131 olduk\u00e7a yard\u0131mc\u0131 olacakt\u0131r. Ayr\u0131nt\u0131l\u0131 ad\u0131mlar ve kod \u00f6rnekleri i\u00e7in Rasa resmi d\u00f6k\u00fcmanlar\u0131na<\/a> g\u00f6z atabilirsiniz.<\/p>\n


\n# \u00f6rnek bir Rasa NLU konfig\u00fcrasyon dosyas\u0131
\nlanguage: en
\npipeline:
\n- name: WhitespaceTokenizer
\n- name: RegexFeaturizer
\n- name: LexicalSyntacticFeaturizer
\n- name: CountVectorsFeaturizer
\n- name: CountVectorsFeaturizer
\n analyzer: char_lb
\n- name: DIETClassifier
\n epochs: 100
\n<\/code><\/p>\n

Rasa’n\u0131n Avantajlar\u0131<\/h2>\n

Rasa’n\u0131n en b\u00fcy\u00fck avantajlar\u0131ndan biri, a\u00e7\u0131k kaynakl\u0131<\/strong> olmas\u0131d\u0131r. Bu, topluluk deste\u011fiyle s\u00fcrekli geli\u015fen ve g\u00fcncellenen bir \u00e7er\u00e7eve anlam\u0131na gelir. Ayr\u0131ca, \u00f6zelle\u015ftirilebilirlik<\/strong> seviyesi olduk\u00e7a y\u00fcksektir. Kendi \u00f6zel ihtiya\u00e7lar\u0131n\u0131za g\u00f6re botunuzu tamamen ki\u015fiselle\u015ftirebilirsiniz. Son olarak, g\u00fc\u00e7l\u00fc bir topluluk<\/strong> sayesinde, kar\u015f\u0131la\u015fabilece\u011finiz sorunlara kolayca \u00e7\u00f6z\u00fcm bulabilirsiniz.<\/p>\n

Rasa, e\u011fitim verilerinizin kalitesine ba\u011fl\u0131 olarak performans g\u00f6sterecektir. Yeterli ve kaliteli e\u011fitim verisi, ba\u015far\u0131l\u0131 bir sohbet botu olu\u015fturman\u0131n anahtar\u0131d\u0131r. Bu nedenle, botunuzu e\u011fitmek i\u00e7in harcayaca\u011f\u0131n\u0131z zaman ve \u00e7aba, sonu\u00e7lar\u0131n kalitesini do\u011frudan etkileyecektir. Unutmay\u0131n, bir sohbet botu olu\u015fturmak bir s\u00fcre\u00e7tir ve s\u00fcrekli iyile\u015ftirme gerektirir.<\/p>\n

Daha fazla bilgi ve kaynak i\u00e7in kendi web sitemi fatihsoysal.com<\/a> adresini ziyaret edebilirsiniz. Bu makaleyi faydal\u0131 buldu\u011funuzu umar\u0131m. Sorular\u0131n\u0131z veya \u00f6nerileriniz varsa, l\u00fctfen bana bildirin.<\/p>\n

#Etiketler: Rasa, sohbet botu, yapay zeka, chatbot, konu\u015fmal\u0131 yapay zeka, conversational AI, makine \u00f6\u011frenmesi, open source, Rasa kurulumu, Rasa \u00f6rnekleri, Fatih Soysal, NLU, NLTK, diyalog y\u00f6netimi
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