Medical Chatbot using LLM, Faiss & LangChain

By providing automated symptom analysis, prescription suggestions, and patient support, AI-powered medical chatbots are revolutionizing digital healthcare. This work introduces a sophisticated chatbot that combines FAISS for quick and precise medical knowledge retrieval, Large Language Models (LLMs) for natural, human-like discussions, and Langchain for enhanced contextual comprehension and reasoning. The chatbot ensures data protection and regulatory compliance while providing real-time responses and personalized support. It is effective and scalable, supporting a variety of healthcare jobs, improving patient involvement, and optimizing clinical operations. Utilizing cutting-edge AI technology, the system lessens the workload for medical personnel, promotes prompt decision- making, and increases accessibility to medical information and consultations. In addition to providing patients with immediate, dependable assistance, this breakthrough opens the door for more intelligent, networked digital healthcare services. All things considered, the combination of LLMs, FAISS, and Lang Chain marks a significant advancement in the creation of intelligent, safe, and easily available AI healthcare solutions.

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Publication Details

Published
2025-05-22
DOI
https://doi.org/10.38124/ijisrt/25may629
Primary Topic
Topic Modeling
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article
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article

Medical Chatbot using LLM, Faiss & LangChain

Pragya Dhruv Yadav, S. Kumar, Patricia Kumar, ГАЧАЕВ А.М. ГАЧАЕВ А.М.
Topic Modeling
article

Medical Chatbot using LLM, Faiss & LangChain

Pragya Dhruv Yadav, S. Kumar, Patricia Kumar, ГАЧАЕВ А.М. ГАЧАЕВ А.М.
article en

Abstract

By providing automated symptom analysis, prescription suggestions, and patient support, AI-powered medical chatbots are revolutionizing digital healthcare. This work introduces a sophisticated chatbot that combines FAISS for quick and precise medical knowledge retrieval, Large Language Models (LLMs) for natural, human-like discussions, and Langchain for enhanced contextual comprehension and reasoning. The chatbot ensures data protection and regulatory compliance while providing real-time responses and personalized support. It is effective and scalable, supporting a variety of healthcare jobs, improving patient involvement, and optimizing clinical operations. Utilizing cutting-edge AI technology, the system lessens the workload for medical personnel, promotes prompt decision- making, and increases accessibility to medical information and consultations. In addition to providing patients with immediate, dependable assistance, this breakthrough opens the door for more intelligent, networked digital healthcare services. All things considered, the combination of LLMs, FAISS, and Lang Chain marks a significant advancement in the creation of intelligent, safe, and easily available AI healthcare solutions.

Openalex Percentile: Top 95%
Topic Modeling
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