International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 11 Issue: 05 | May 2024
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p-ISSN: 2395-0072
MENTAL HEALTH ASSISTANT(CHATBOT) USING OPENAI API Aatika1, Ashi Bhagoria2, Kumari Anu3, Mr. Suresh Kumar4 1 Department of Information Technology, Engineering, Galgotias College of Engineering and Technology, Uttar
Pradesh, India
2 Department of Information Technology, Engineering, Galgotias College of Engineering and Technology, Uttar
Pradesh, India 3Department of Information Technology, Engineering, Galgotias College of Engineering and Technology, Uttar
Pradesh, India 4Assistant Professor, Department of Information Technology, Engineering, Galgotias College of Engineering and
Technology, Uttar Pradesh, India ---------------------------------------------------------------------***--------------------------------------------------------------------InsightfulAI Mind Tracker represents a significant Abstract - This research introduces InsightfulAI Mind
advancement in the field of mental health technology by leveraging advanced NLP techniques[1] integrating medical literature and evidence-based practices, and utilizing powerful tools such as the OpenAI API, Langchain library, and Large Language Models (LLMs).
Tracker, a mental health assistant that aims to develop a web application that provides individuals with an accessible tool to assess their mental health status using advanced NLP techniques and insights from medical literature. It goes beyond traditional assessment tools by offering nuanced insights and personalized recommendations, guiding users towards appropriate support and treatment options. The project utilizes technologies like the OpenAI API,Langchain library, and LLMs, with future plans to expand its features for real-time monitoring and integration with existing mental health care systems, offering a promising avenue for promoting mental well-being and fostering informed support-seeking behavior.
The core objective of InsightfulAI Mind Tracker is to empower individuals with valuable insights into their mentalhealth, enabling them to make informed decisions about seeking appropriate support and treatment. By amalgamating technology, linguistics, and medical knowledge, InsightfulAI Mind Tracker aims to bridge the gap between usersand mental healthawareness, promoting proactive self-assessment and fostering a culture of wellbeing[5].
Key Words: Mental health, assessment, Natural Language Processing (NLP), InsightfulAI Mind Tracker, OpenAI API, Langchain library, Large Language Models (LLMs), real-time monitoring.
The project's objectives include providing a simple and accessible tool for mental health assessment, integrating medical literature for analysis, managing high-dimensional vector databases efficiently, and designing an intuitive user interface. Methodologies such as NLP, sentiment analysis, and advanced NLP techniques are used to achieve these objectives by analyzing user responses, understanding emotional context, deriving insights, and ensuring privacy and security[4].
1. INTRODUCTION In today’s society, mental health challenges have become increasingly prevalent, affecting individuals across diverse demographics. Recognizing the seriousness of this issue, our project aims to tackle the complexities of assessing and monitoring mental health. Mental health issues often manifest subtly and can be difficult to identify in their early stages. As a result, there is a critical need for accessible tools that empower individuals to proactively evaluate their mentalwell-being.
InsightfulAI Mind Tracker is a promising tool that can revolutionize the landscape of mental health assessment and monitoring. It offers individuals a convenient and effective way to assess their mental well-being, enabling early detection of potential issues and guiding them towards appropriate support and treatment options.
Introducing "InsightfulAI Mind Tracker," a cutting-edge web application designed to serve as a user-friendly and accessible tool for mental health assessment. Leveraging advanced Natural Language Processing (NLP) techniques and insights from extensive medical literature, InsightfulAI Mind Tracker provides users with a uanced understanding of their mental health status. Through a carefully curated set of questions, users can engage with the application to assess various facets of their mental wellbeing, facilitating early detection of potential issues.
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Impact Factor value: 8.226
Through its innovative use of technology and medical knowledge, InsightfulAI Mind Tracker has the potential to significantly impact mental health awareness and care, promoting a culture of proactive self-assessment and wellbeing.
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