ADHDNA is more than a productivity tool — it’s designed as an extension of the ADHD brain. Built on a multi-agent architecture, it combines: Voice-Call Coach Agent – offering real-time focus and motivational calls when attention drifts. Task Manager Agent – integrating with email, WhatsApp, and Notion to turn clutter into clear, prioritized next steps. Memory Agent – silently organizing documents, drive files, and websites in the background. Motivation Agent – creating personalized reward systems to keep momentum without killing creativity. We chose Coral Protocol because it enables us to connect, orchestrate, and reuse these agents securely and modularly. That means our prioritization agent or motivation system isn’t just for ADHDNA — it can be reused by other developers and apps, helping to build a wider ecosystem of intelligent agents. ADHDNA isn’t just about task management — it’s about reshaping how ADHD minds interact with technology. Instead of being overwhelmed by endless tabs, messages, and notifications, users get a simple, minimal interface with just what matters right now. This is our first step, a demo built during the Internet of Agents Hackathon with the support of lablab.ai, Coral Protocol, and all the sponsors. While our Coral V1 code is not yet complete, we believe this project shows a vision of how agentic AI can transform daily life for millions living with ADHD worldwide.

📌 Project Overview EmotionRx is an AI-powered mental wellness toolkit recommender. Users interact with a chatbot, describe their current mood, and receive a personalized set of therapeutic tools (CBT journals, stress-relief products, music, etc.). The system analyzes emotion using Llama 3 + Groq, routes through Coral Protocol agents, and uses Fetch.ai to simulate e-commerce actions. 🛠️ Tech Stack - Groq + Llama 3: Emotion classification & chat - Coral Protocol: Agent communication (MoodAgent, ProductAgent) - Fetch.ai: Shopping agent/cart system - Streamlit or React: Frontend chat interface - Snowflake: User emotion history tracking

DietDeep is an AI-powered meal planner that personalizes dietary recommendations based on user goals and meal images. It utilizes DeepSeek-R1 for meal plan generation, a pretrained YOLOv10 model for food classification, and the USDA API for nutrition data. Users enter dietary goals, upload meal images, and receive customized meal plans with portion sizes and nutritional values. The system intelligently combines detected food items with nutritional data to create well-balanced meals. Built with Streamlit for an interactive UI, DietDeep aims to simplify healthy eating using AI, making personalized nutrition accessible and efficient for individuals with diverse dietary needs.

TestFastTrack is an innovative app designed to enhance IELTS test preparation by providing immediate, intuitive feedback. Traditional learning methods often leave users struggling to understand their mistakes; TestFastTrack addresses this by utilizing real IELTS test passages and images to create a clear feedback loop. Users receive instant, detailed explanations for their errors, facilitating actionable learning rather than rote memorization. The app’s visual approach and progress tracking empower learners to engage with the material meaningfully and monitor their improvement over time. With over 3.5 million IELTS test-takers annually, TestFastTrack meets the growing demand for efficient, personalized learning tools.

AI Career Mentor is a personalized, AI-driven platform designed to support job seekers and professionals in navigating their career journeys. Created for a hackathon as a solo project, it integrates cutting-edge technology to offer features like Job Scanning, which helps users find the best-matching job listings based on their profiles, and Skills Analysis, which compares users’ skills to job market demands and suggests areas for improvement. The platform leverages Crew.ai agents for intelligent interaction and the Llama model for advanced natural language understanding, enabling precise recommendations and insights. An Interview Preparation feature (Coming Soon) will allow users to practice answering common interview questions, boosting their confidence and readiness. AI Career Mentor is a comprehensive solution designed to provide career guidance, from job searching and skill building to preparing for success in interviews. It caters to recent graduates, career switchers, and anyone looking to refine their skills and find opportunities in the job market.

Mnemosyne is an innovative application that utilizes OpenAI o1 with a Streamlit UI (for demo purposes) to enhance reading skills and overall literacy. The app captures user speech to determine their reading level and generates personalized stories based on their proficiency. Designed for readers of all ages, Mnemosyne makes learning to read engaging and effective. It ensures seamless continuity by saving and loading user progress between sessions. Remarkably, it can tell a continuous story for the entire life of the reader by drawing on every narrative, trope, character, and theme from all literature. This adaptive approach makes Mnemosyne a powerful tool for readers of all levels and ages, especially children.

Through this exercise, we gained key insights into how propagating systems can improve patient care management, particularly with the FlagShip framework. FlagShip applies the principles of Uniqueness and Many Eyes to propagate 30 agents through time, enabling us to observe treatment outcomes. With MindsDB assigning precision care and Strawberry projecting outcomes, we can evaluate treatment effectiveness with high accuracy. The Principle of Uniqueness suggests that spatial points can be arranged in any configuration as long as each remains unique. Using this, we reduced our problem to a 90-vertex hypercube. MindsDB set the initial states, while Strawberry projected them to the final state across the vertices. This allowed us to simplify complex scenarios while maintaining the agents' unique characteristics. The Principle of Many Eyes asserts that knowing one aspect of a system allows insight into the entire system, thanks to symmetries in MD-space. Unlike traditional functions, which have one input and output, MD-systems generate multiple outputs from a single input. This enabled us to predict all 30 agents' outcomes simultaneously, making the care projection more efficient. As a result, Strawberry reliably indicated treatment effectiveness. In cases where the treatment was predicted to fail due to medication intolerance, this insight helped physicians avoid ineffective therapies and explore better alternatives or focus on improving the patient’s quality of life through traditional means. Conversely, when treatments were predicted to succeed, they could be confidently applied, ensuring favorable outcomes. This approach not only improves patient care but also reduces unnecessary costs from ineffective treatments. By using FlagShip’s predictive systems, we are advancing more personalized, cost-effective, and precise healthcare strategies.

docXmart is your intelligent multilingual assistant designed to streamline and enhance all your document-related tasks. Whether you need to summarize lengthy reports, highlight key points, translate text into different languages, or extract critical information, docXmart is here to assist. Our platform supports a wide range of document formats, including .txt, .md, .pdf, and .docx, making it incredibly versatile and accommodating for various types of content. Key Features: Wide Format Support: Upload documents in .txt, .md, .pdf, or .docx formats, ensuring compatibility with your preferred file types. User-Friendly Interface: Easily upload your documents through a simple drag-and-drop interface or by browsing your files, with support for files up to 200MB. Task Variety: Choose from a comprehensive range of tasks tailored to different needs: General Features: Summarize text, extract important points, translate languages, and highlight key sections of your documents. Educational Features: Specialized tools for educators and students, including document annotation, citation management, and integration with educational platforms. Legal and Professional Features: Tools designed for legal professionals, such as contract analysis, legal language translation, case summary generation, and document comparison. Accurate Processing: Advanced algorithms ensure high-quality results, providing precise outputs whether you are dealing with technical documents, academic papers, business reports, or casual reading material. Productivity Enhancement: Automate document processing tasks to save time and effort, allowing individuals and businesses to focus on more strategic activities. Multilingual Capabilities: Support for a wide array of languages, facilitating seamless translation and communication across different linguistic barriers. Upload your document easily, describe your task, and let docXmart process it swiftly.

Gynae Genius is a state-of-the-art AI chatbot meticulously designed to support pregnant women, mothers, and their infants. By leveraging advanced AI technology, Gynae Genius offers comprehensive guidance and information on a wide array of health concerns, ensuring that mothers and their babies receive the best possible care and support. Comprehensive Support for Pregnant Women Pregnancy is a transformative journey filled with numerous questions and concerns. Gynae Genius is here to provide reliable answers and support at every stage of this journey. Whether you’re in your first trimester or nearing delivery, our chatbot can offer: Nutritional Guidance: Get tailored advice on what to eat to support your baby’s development and maintain your own health. Symptom Checker: Understand common pregnancy symptoms and receive recommendations on when to seek medical advice. Exercise Tips: Learn about safe exercises to stay fit and prepare your body for childbirth. Mental Health Support: Access resources and tips to manage stress, anxiety, and other mental health challenges during pregnancy.

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