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Andhik Ampuh Yunanto
Politeknik Elektronika Negeri Surabaya
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Journal : Informatics, Electrical and Electronics Engineering

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EMASJID, APLIKASI CHATBOT ISLAMI DENGAN METODE RAG (RETRIEVAL-AUGMENTED GENERATION) Fathoni, Kholid; Sudaryanto, Aris; Syarif, Iwan; Darmawan, Zakha Maisat Eka; Yunanto, Andhik Ampuh; Prasetyo; Aji , Rendra Suprobo; Fauzy, Aryazaky Iman; Hakkun, Rizky Yuniar
Jurnal Teknik Elektro dan Informatika Vol 5 No 1 (2025): INFOTRON
Publisher : Universitas Islam Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33474/infotron.v5i1.22894

Abstract

The development of a religious chatbot is crucial for fostering good understanding and mitigating potential social conflicts arising from religious misunderstandings. This study introduces the Intelligent Religious Assistant ChatBot, developed using the Retrieval-Augmented Generation (RAG) method within a Large Language Model (LLM). RAG combines information retrieval from authoritative sources integrated into a database with text generation to produce user-specific answers. The application has been fully developed and performance-tested, demonstrating its capability to provide accurate and contextually appropriate answers based on authoritative Islamic references endorsed by major Indonesian Islamic organizations, including Nahdlatul Ulama, Muhammadiyah, and the Indonesian Ulema Council (MUI).
Co-Authors ., Nailussa’ada Adam Shidqul Aziz Adhiemas Andira Anantha Putra Aditama, Darmawan Aditya Wahyu Nugraha Aditya Yogi Dwi Nugraha Afifah, Amalia Ahmad Syauqi Ahsan Ahsan, Ahmad Syauqi Aji , Rendra Suprobo Akbar, Rizky Januar Al Falah, Adam Ghazy Al, Mohammad Jawahir Alfaqih, Wildan Maulana Akbar Ali Ridho Barakbah Arna Fariza Arrochim, Jihan Ghaniyyah Putri Asmara, Rengga Aziz, Adam Shidqul Basofi, Arif Bilqis Amaliah Binti Khoirunnisa Bitafsaji, Ashitak Marchi Damastuti, Fardani Annisa Daniel Oranova Darlis Herumurti Darmawan, Zakha Maisat Eka Desy Intan Permatasari Desy Intan Permatasari Desy Intan Permatasari, Desy Intan Dina Ayu Fitriana Edelani, Renovita Entin Martiana Kusumaningtyas Fadilah Fahrul Hardiansyah Fadilah Fahrul Hardiansyah Fadilah Fahrul Hardiansyah, Fadilah Fahrul Fathoni, Kholid Fauzy, Aryazaky Iman Ferry Astika Saputra Hadziq Fabroyir Hasnaa, Rosyiidah Hero Yudo Martono Humaira, Fitrah Maharani Ikawati, Yunia Imam Kuswardayan Imam Kuswardayan Ira Prasetyaningrum Ira Prasetyaningrum iwan Syarif Jauari Akhmad Nur Hasim Jihan Ghaniyyah Putri Arrochim Kevin Juliandito Suhartono Khofifah Vionillah Fauzia Khoirunnisa, Asy Syaffa Khoirunnisa, Binti Kindarya, Fabyan Kusuma, Selvia Ferdiana Kusumaningtyas, Amalia M Udin Harun Al Rasyid, M Udin Harun Majid, Nur Syaela Martono, Hero Yudo Maulidan Bagus Afridian Rasyid Mega Putri Rahmawati Darta Mochammad Farhan Alfiansyah Mohammad Robihul Mufid Monica Kristania Mubarok, Akhmad Romdhoni Mubarok, Ilham Muhammad Ali Wildan Muhammad Fajar Mukhti Muhammad Reza Pahlevi Nadhif Nadhif Nailussa'ada Nailussa'ada Nailussa`ada Nailussa’ada . Nailussa’ada, Nailussa’ada Nana Ramadijanti, Nana Nugraha, Aditya Yogi Dwi Nur Rosyid Mubtadai, Nur Rosyid Panggalih, Bintang Ampuh Prasetyo Prasetyo, Edy Eko Pratama, Borneo Satria Pratama, Chrysna Ardy Putra Primajaya, Grezio Arifiyan Rafly Arief Kanza Ramadhany Candra Arif Putra Ridho Rahman Hariadi Rizki Dwi Lestari Rizki Dwi Lestari Rizky Yuniar Hakkun Sa'adah, Umi Sabila Jamal Saniyatul Mawaddah Santoso, Dian Septiani Sariati Sariati, Sariati Sarwosri Sarwosri Shihab, Dufan Quraish Shintawati, Wella Putri Sinta Apriliya Tri Prastiani Siska Arifiani Siti Rochimah Subara, Deni Sudaryanto, Aris Sumarsono, Irwan Sylvi Indryana Safira Taufiq Hidayatullah Thooriqoh, Hazna At Tri Hadiah Muliawati, Tri Hadiah Umi Sa'adah Umi Sa'adah Veha Ramadhan Desendaya Wahyu Puji Ramadhan Wibowo, Prasetyo Wildan, Muhammad Ali Wiratmoko Yuwono Wiratmoko Yuwono Wulandari, Irma Yanuar Risah Prayogi Yanuar Risah Prayogi Yuhana, Umi Laili Yusma Rohmatus Sholikha Zufar, Farhan Izzudin Az Zulhaydar Fairozal Akbar