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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 8 | Month- August 2026

Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)

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  Published Paper Details:

  Paper Title

SymptoAI: Chatbot Powered by Retrieval-Augmented Generation (RAG)

  Authors

  Tanushree S,  Pavan. A,  MD. Zeeshan,  Syed Aasim,  Renuka Patil

  Keywords

SymptoAI: Chatbot Powered by Retrieval-Augmented Generation (RAG)

  Abstract


This paper presents the implementation of a healthcare chatbot powered by Retrieval-Augmented Generation (RAG), designed to provide accurate, reliable, and multilingual health assistance. The chatbot integrates natural language processing (NLP), image recognition, and speech processing technologies to offer personalized and accessible medical sup-port. It leverages open-access health databases for contextually relevant responses and includes computer vision capabilities for analyzing skin conditions. The system supports multilingual voice interactions, enhancing global accessibility to healthcare information. Our implementation demonstrates significant improvements over traditional rule-based healthcare chatbots, particularly in accuracy, multimodal interactions, and accessibility. Keywords--Healthcare, Chatbot, Retrieval-Augmented Generation, Natural Language Processing, Computer Vision, Multi-lingual Support, Artificial Intelligence.

  IJCRT's Publication Details

  Unique Identification Number - IJCRTBE02058

  Paper ID - 289445

  Page Number(s) - 447-453

  Pubished in - Volume 13 | Issue 7 | July 2025

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Tanushree S,  Pavan. A,  MD. Zeeshan,  Syed Aasim,  Renuka Patil,   "SymptoAI: Chatbot Powered by Retrieval-Augmented Generation (RAG)", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 7, pp.447-453, July 2025, Available at :http://www.ijcrt.org/papers/IJCRTBE02058.pdf

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Call For Paper August 2026
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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