AI Innovators Showcase

Title: Doctor Recommendation AI RAG Model. Purpose: The purpose of this AI model is to provide personalized doctor recommendations by analyzing both current and past medical issues presented by the user. The model ensures that patients are matched with the most relevant specialists based on their immediate healthcare needs. Input:  Natural Language Question (describing medical issue(s)) Output:  Recommendations of Most Suitable Doctors including doctor’s name, specialization, available timings, and contact information.

Title: AI-powered Mental Health Diagnoser Chatbot Purpose: The purpose of this AI model is to retrieve relevant results against a user query. In addition, it will also provide specific answers to user queries. Input: Natural Language Query describing a mental health issue. Output: A diagnosis or explanation related to the mental health issue based on the Mental_Health_FAQ Dataset.

Title: AI-powered Hadith Explorer Chatbot Purpose: The purpose of this AI model is to assist users in exploring and retrieving relevant Hadiths based on their queries. The chatbot provides both direct answers and a broader context to help users understand the teachings of the Prophet Muhammad (PBUH). Input: Natural Language Query describing a topic or seeking information related to Hadith. Output: Question Answer System: Provides direct, concise responses to user queries, including Hadith text, book name, chapter number, section number, Hadith number, and grade. Semantic Search: Retrieves and displays full Hadiths related to the query, providing a broader context with detailed Hadith information.

Title: AI-powered Personalized Recipe Generator (A Chatbot regarding Recipes) Purpose: The purpose of this AI model is to retrieve complete recipes along with their ingredients, effectiveness, and relevant recipes with brief descriptions based on the name of the dish. Additionally, it will provide answers to user queries related to recipes. Input: Name of Dish or User Query related to Recipe Output: Provides a response to user queries (dish name) that includes a brief description of the dish, a list of ingredients, the recipe, cooking time, the effectiveness of the recipe, and a list of relevant dishes with brief descriptions. Also provides responses to other queries related to recipes and does not respond to any query that is not related to the topic.

Title: AI-powered Personalized Recipe Generator (A Chatbot regarding Recipes) Purpose: The purpose of this AI model is to retrieve complete recipes along with their ingredients, effectiveness, and relevant recipes with brief descriptions based on the name of the dish. Additionally, it will provide answers to user queries related to recipes. Input: Name of Dish or User Query related to Recipe Output: Provides a response to user queries (dish name) that includes a brief description of the dish, a list of ingredients, the recipe, cooking time, the effectiveness of the recipe, and a list of relevant dishes with brief descriptions. Also provides responses to other queries related to recipes and does not respond to any query that is not related to the topic.

Title: AI-Powered Research Paper Summarizer Purpose: The AI-powered research paper summarizer is designed to provide concise and accurate summaries of academic research papers. This tool is particularly useful for researchers, students, and professionals who need to quickly grasp the core ideas of lengthy and complex documents. By analyzing and condensing the content, the summarizer ensures that users can efficiently extract the most relevant information. Input: Full text of a research paper or academic article. Output: A concise summary highlighting the key points, contributions, and findings of the paper.

Title: Health Risk Assessment Application Purpose: To assess the health risks of individuals based on their personal data and provide AI-generated recommendations and lifestyle advice. Input: Gender (male/female) Age (numeric) Weight (numeric) Medical History (none/diabetes/hypertension/cardiovascular disease/asthma) Exercise Frequency (numeric) Nutrition (balanced/vegetarian/high sugar/low carb) Output: Health Risk Level (Low/High) Exercise Recommendation Lifestyle Advice AI-generated reasons Suggestions for improvement

Title: AI-Chatbot for Entity Finder Purpose: The purpose of this application is to provide comprehensive and relevant information from multiple sources by handling a wide range of queries. It ensures users receive detailed responses while incorporating robust error handling for reliability. Input: User queries (e.g., Toyota Prius 2024 specifications, research on quantum computing 2024) Output: Detailed summaries of web content related to the query Specific details such as MSRP, MPG, Engines and Transmission, entities like companies and products

Title: Chatbot Result Analyzer Purpose: The purpose of this AI system is to enhance the relevance and focus of summaries generated in response to user queries. It not only answers questions but also evaluates the relevance of the information, ensuring precise and clear summaries. Input: User queries related to various topics (e.g., how to prepare a basic pasta dish, latest trends in AI for healthcare) Output: Detailed summaries of web content related to the query Binary relevance indicator (Yes/No) for each piece of content

Title: AI-Based GPT Model for Device Status Querying Purpose: The purpose of this project is to create a Python-based model akin to a GPT, rather than a conventional chatbot. This model is trained on a custom dataset provided by the user, allowing it to generate results based on queries related to the dataset, such as checking the status of devices. Input: User queries related to the dataset (e.g., device status) Output: Generated responses based on the dataset, including the status of devices Chat history storage for future reference

Title: Research Paper Summarization using Generative AI Tool Purpose: The purpose of this AI model is to extract content from a research paper to help users understand the paper from a high-level perspective. It also provides the summary in a text format for download. Input: Research paper in PDF User Prompt Output: Summary Generation: Provides the research paper title extracted from the PDF, a precise summary, and a download option for the user. Language: English

Title: Intelligent Hadith Query System: A Flask-based Chatbot with FAISS and Language Models Purpose: The purpose of this AI model is to retrieve relevant Hadith from Abu-Duad based on user queries. In addition, it will also provide specific answers to user queries. Input: User Query Output: Chatbot Response: Provides direct, concise responses to user queries, including the English translation of the Hadith, Chapter number, and Hadith number.

Title: HealthHive AI-Powered Medical Assistance Chatbot Purpose: HealthHive is an advanced AI-powered chatbot designed to provide users with reliable and comprehensive medical assistance. The primary goal of HealthHive is to help users navigate their health-related concerns by offering detailed and accurate information based on the latest medical research and web sources. Whether a user has a specific medical query, requires information about symptoms, or seeks guidance on managing chronic conditions, HealthHive is equipped to deliver personalized and relevant responses. Input: User Medical Query: The chatbot accepts a wide range of health-related questions from users, including symptoms, treatment options, medication information, and general wellness inquiries. Output: The chatbot processes the user's query and retrieves relevant medical research articles from PubMed, along with supplementary information from trusted web sources. It then generates a detailed response that includes: Summaries of the latest research findings. Relevant health information sourced from credible websites. A synthesized answer that addresses the user's specific query, offering actionable advice and insights. If no relevant information is found, the chatbot informs the user accordingly and may suggest alternative queries.

Title: AI-powered Semantic Search Engine and Question Answering System for The Holy Quran. Purpose: The purpose of this AI model is to retrieve relevant Ayat.e.Mubarika from the Holy Quran against a user query. In addition, it will also provide specific answers to user queries. Input:  User Query Output:  Question Answer System: Provides direct, concise responses to user queries. Includes Surah and Ayah numbers, translations, and context.  Semantic Search: Retrieves and displays full verses related to the query. Provides a broader context with detailed verse information. Technology: State-of-the-art Generative Ai techniques.