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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Published Paper Details:
Paper Title
MindMate: An AI-Powered Mental Health Chatbot
Authors
Suma Rajesh Ananthakrishna, Adithi S Reddy, Chaitra M, Jahnavi P, L Lavanya
Keywords
Mental health support, FAISS, LangChain, LLM, RAG, Sentiment analysis
Abstract
This paper presents MindMate, an AI-powered mental health chatbot designed to offer accessible, anonymous support through interactive, voice-enabled conversations. Leveraging fine-tuned language models, LangChain, FAISS, and Streamlit, the chatbot delivers personalized guidance and retrieves relevant information in real time. It uses retrieval-augmented generation (RAG) to enhance accuracy and integrates validated psychological tools like PHQ-9 and GAD-7 for sentiment-aware responses. The chatbot is trained on a diverse dataset of mental health dialogues, FAQs, and synthetic conversations. Built with Hugging Face transformers and a FAISS-powered retrieval system, it dynamically adapts to user inputs. MindMate is accessible through a streamlined web interface, enabling users to seek help anytime, free from judgment.
IJCRT's Publication Details
Unique Identification Number - IJCRTBE02107
Paper ID - 289380
Page Number(s) - 816-823
Pubished in - Volume 13 | Issue 7 | July 2025
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Suma Rajesh Ananthakrishna, Adithi S Reddy, Chaitra M, Jahnavi P, L Lavanya, "MindMate: An AI-Powered Mental Health Chatbot", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 7, pp.816-823, July 2025, Available at :http://www.ijcrt.org/papers/IJCRTBE02107.pdf
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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