Nabiha Waseem@nabihawaseem31

In the realm of agriculture, timely and accurate information can be the difference between a bountiful harvest and a failed crop. SPROUT addresses this critical need by offering an innovative platform that combines the power of AI with cutting-edge technologies like NDVI image analysis, multimodal data synthesis, and retrieval-augmented generation (RAG) to deliver real-time insights into crop health and disease diagnostics. Our target audience includes farmers, agronomists, and agricultural enterprises seeking to leverage technology for enhanced decision-making. By utilizing tools such as Vertex AI for disease classification and vector search, LangChain with LlamaIndex for nuanced query responses, and Multimodal RAG for image analysis, SPROUT offers a comprehensive solution that goes beyond traditional farming applications. One of SPROUT's unique features is the incorporation of CLIP, Hugging face Embeddings and Fuyu-8b models, which empower the platform with exceptional understanding and analysis of both textual and visual data. Our evaluation with TrueLlama and TrueChain ensures that the responses and solutions provided are not only accurate but also constantly improving. In an industry where precision and efficiency are paramount, SPROUT stands out by offering a seamless and intuitive interface through Streamlit, ensuring that our sophisticated technology translates into tangible benefits for users across the globe. With SPROUT, farmers can optimize their practices, reduce environmental impact, and secure their crops' health and productivity, ushering in a new era of sustainable and informed agriculture.

BYTE: Your Pocket-Sized Nutritionist BYTE is a mobile app designed to be your personalized guide to healthy eating. It empowers you to make informed dietary decisions with features like: Scan Anything: Analyze food labels with your camera for detailed nutritional breakdowns. AI-powered Chatbot: Ask questions about food and get personalized advice based on your health profile. Multilingual Support: Get dietary guidance in multiple languages for a more inclusive experience. Find Alternatives: Discover suitable substitutes for foods that don't fit your dietary needs. Vibrant Community: Connect with others who share similar dietary restrictions and exchange tips. Built with Cutting-Edge Technology: BYTE leverages Google Cloud technologies and advanced AI models to deliver accurate and personalized results. Secure Data Management: Your health information is securely stored in Google Cloud Firestore. Advanced Image Recognition: Analyze food labels with BYTE's powerful image recognition capabilities. Personalized Chatbot: Cohere's AI models power the chatbot to understand your questions and provide tailored dietary advice. Multilingual Support: Google Translate ensures clear communication regardless of your language. Designed for Your Convenience: BYTE's user-friendly interface makes navigating your dietary needs effortless. Simple Form: Easily share your dietary restrictions and preferences for personalized recommendations. Profile Management: Manage your information, upload documents, and control your app settings. Favorites List: Save your preferred food items and recipes for easy access. Real-Time Updates: Enjoy seamless and responsive interactions within the app. Join the BYTE Community: BYTE goes beyond just an app; it's a supportive community for individuals with diverse dietary needs. Connect and Share: Engage in discussions, share experiences, & learn from others. Find Support: Feel empowered and motivated on your health journey with a supportive community.

BYTE is an innovative mobile app that acts as your pocket-sized nutritionist, empowering individuals to make informed dietary choices. Using cutting-edge AI models and Google Cloud technologies, BYTE helps users understand their food options and manage their health more effectively The app features a powerful image recognition tool that allows users to scan food labels and get detailed nutritional breakdowns in real-time. BYTE’s AI-powered chatbot provides personalized advice based on each user’s unique health profile, dietary restrictions, and preferences. With multilingual support, BYTE offers guidance in multiple languages, making it accessible to users worldwide. BYTE also fosters a vibrant community, enabling users to connect, share experiences, and support each other on their health journeys. The app ensures data privacy by securely storing personal information, allowing users to maintain control over their health data. Whether you're looking for healthier food alternatives, need advice on managing dietary restrictions, or want a simple platform to track your nutrition, BYTE provides a comprehensive, easy-to-use solution. By combining AI, cloud technology, and a user-centered design, BYTE empowers individuals to make healthier choices and live a more informed lifestyle.