Tejas Mahadik, Kirti Wanjale, Varsha Jadhav

AI-Driven Mental Health Assistant

Enhancing Emotional Wellbeing with Llama-2 and Sentiment Analysis

• Broschiertes Buch

Produktbeschreibung

The book focuses on the development and innovation behind a Mental Health Assistant Chatbot designed to provide supportive, contextually aware conversations for mental health care. This chatbot leverages Llama-2, an advanced AI model, to offer compassionate, sentiment-driven responses tailored to individual users' emotional states. It integrates sentiment analysis to adapt its tone dynamically and uses a CSV-based Q&A storage system to maintain conversational continuity and context. Featuring a Gradio-powered interface, the chatbot enables real-time, continuous interaction with users, promoting mental well-being through thoughtful engagement. The book details the project's objectives, methodology, technical implementation, challenges, and research insights, emphasizing its transformative role in mental health support and AI-driven therapy advancements.

Produktdetails

• Verlag: LAP Lambert Academic Publishing / OmniScriptum
• Seitenzahl: 52
• Erscheinungstermin: 18. November 2024
• Englisch
• Abmessung: 220mm x 150mm x 4mm
• Gewicht: 96g
• ISBN-13: 9783659918940
• ISBN-10: 3659918946
• Artikelnr.: 72557842

Autorenporträt

Tejas Mahadik is a Mobile app developer and AI enthusiast, passionate about solving real-world problems using cutting-edge technology. Specializing in generative AI and LLMs, Tejas created an innovative Mental Health Assistant Chatbot that offers supportive, sentiment-driven interactions, aiming to transform mental health care through technology.