The AI-Powered Disaster Response System scans social media in real-time using DeepSeek AI/ML to detect disaster alerts & categorize theem into 3 categories based on severity level Smart Chatbot with DeepSeek RAG answers emergency queries using past disaster reports & safety guidelines which uses embeddings and vector database Voice Recognition enables non-English speakers to get real-time support. Emergency Alerts & Preparedness Guides ensure quick & informed action and provide links to youtube videos. It provides guidelines, psychological support and preaparedness checklist. We are working on integrating live location, IoT device integration and decentralized communication network

Our project leverages a client-server model, using Flutter as the client-side application and Streamlit as the server-side platform. The Flutter app is responsible for collecting real-time network performance data such as latency, packet loss, bandwidth, and other key metrics directly from the user's device. This app serves as the interface for the end user, providing a simple and intuitive dashboard for monitoring their network health. On the other hand, Streamlit acts as the server-side component, where the collected data is sent for processing and analysis. Through Streamlit, we integrate AI algorithms to analyze network performance, detect potential issues, and provide actionable recommendations. The AI model helps to predict and troubleshoot network problems before they affect service quality. Streamlit also handles data visualization, presenting the results to the user in a clear and insightful way. This architecture is powerful because it separates the responsibilities of data collection and analysis, allowing for a flexible and scalable solution. Flutter ensures that the user has a seamless experience, while Streamlit handles complex computations and provides robust backend support, making the entire system efficient and easy to scale. By using Flutter and Streamlit together, we provide a complete solution that enhances connectivity management, specifically for public sector institutions such as schools and health centers in underserved regions.

VitalGuide is an offline emergency assistance app designed to save lives during natural disasters or situations where connectivity is unavailable. The app addresses the critical need for reliable survival guidance and emergency first-aid instructions. It uses a Retrieval-Augmented Generation (RAG) system and the Gemma 2 model to provide quick and accurate answers by leveraging government datasets and trusted sources like PDFs and guides. This is important because FEMA's manual is large and unwieldy, and slower to leaf through than our LLM tool, when the seconds matter. Gemma 2 also has general knowledge that the FEMA manual doesn't have and can be asked follow-up questions if information is unclear. Specialized for individuals, communities, and first responders, it features multilingual support, ensuring accessibility for diverse users. Its unique offline functionality guarantees availability anytime, anywhere. VitalGuide empowers users with lifesaving knowledge, bridging the gap when conventional communication methods fail.

marketXminds AI-powered hybrid CRM and POS system enhances business decision-making, optimizes marketing, and improves customer retention with real-time insights. It integrates AI features like product recommendations, personalized pricing, customer segmentation, and churn predictions. Leveraging Meta's Llama 3.2 and Llama 3.1 models, the system combines edge and cloud-based AI to handle both low-latency and complex tasks. 2. Key Features a. Hybrid AI -Edge AI : Lightweight Llama 3.2 models (1B/3B) perform real-time tasks -Cloud AI, Complex tasks, such as large-scale data analysis and pricing optimization, are processed on cloud servers using Llama 3.2 models (11B/90B). b. Llama 3.2 Integration - CRM & POS Insights: Llama 3.2 models predict churn, recommend personalized pricing, and generate strategic business insights. - Real-time Inference: Ensures fast response on edge devices without relying heavily on network connectivity. c. CRM Features : Customer Segmentation & Recommendations, Dynamic Pricing & Promotions. - Customer Retention & Churn Prediction - Automated Campaign Management: Supports AI-driven marketing campaigns for better targeting and results. d. POS Integration - Personalized POS Flow: Offers personalized product recommendations, listings, and dynamic pricing . - Sustainability Incentives: Tracks eco-friendly purchases and rewards customers, while monitoring carbon footprints. e. Advanced Analytics & KPI Recommendations - Business Strategies: Llama 3.2 models analyze KPIs to generate actionable business strategies. - Dashboard: Visually displays KPIs and recommendations. f. Sustainability Insights - Tracking & Incentives: Monitors product carbon footprints and provides suggestions for reducing environmental impact. g. Sentiment Analysis & Follow-ups - Real-time Sentiment: Analyzes customer feedback for improved strategies. - Automated Follow-ups: Sends follow-up actions based on sentiment results.

Aptimi-A is an all-in-one study platform designed to streamline the learning experience for students. In a world where learners often juggle multiple apps for studying, task management, and focus, Aptimi-A addresses the problem of fragmentation and disorganization. By integrating personalized study plans, focus tools, and PDF editing capabilities, it enhances productivity and engagement. Targeting high school and college students, Aptimi-A features a unique beeping notification system that alerts users when they switch tabs, helping maintain concentration during study sessions. Additionally, its streak tracker encourages consistent study habits, while integrated task management tools ensure organization and visibility of progress. By consolidating essential study tools into one cohesive platform, Aptimi-A empowers students to take charge of their education and achieve their academic goals.

Tech Job Recommender provides users with personalized job recommendations based on input like job titles, skills, and locations. It summarizes job descriptions, making them easier to understand, and allows users to translate descriptions into multiple languages. Users can also search for jobs through integrated job search functionality, finding relevant positions across various platforms. The platform ensures a smooth and user-friendly experience, helping individuals find suitable job opportunities and access detailed information about each job, along with articles and news related to their selected job or location for better decision-making.

The Social Media Post Optimizer is a powerful tool designed to enhance your social media presence by optimizing both text and images. With this app, you can input your social media post and upload an image to receive AI-generated suggestions for improving engagement. The app utilizes advanced AI models to recommend relevant keywords, tags, and content enhancements, as well as regenerate your post for maximum impact. It also analyzes your image to provide insights on brightness, contrast, sharpness, and color distribution, offering practical suggestions to improve its visual quality. Additionally, the tool predicts potential likes, comments, and reposts, and includes sentiment and readability analysis to ensure your content is effective and engaging. Visualize your post's performance with an engagement bar chart and get actionable tips to optimize your social media strategy. The user-friendly interface makes it easy to enhance your content and boost your online presence.

Project Name: SmartCoder Developers face challenges such as: Manual Code Reviews: Time-consuming and error-prone. Boilerplate Code Generation: Tedious and repetitive. Test Case Generation: Labor-intensive and often incomplete. Code Documentation: Frequently neglected, leading to maintenance issues. So SmartCoder AI leverages Codestral to automate and enhance software development, addressing these challenges with: AI-Powered Code Review Assistant which analyzes code structure and quality, detects bugs and enforces coding standards, provides improvement suggestions. Intelligent Code Snippet Generator: Generates code snippets from natural language descriptions, customizable and integrates common libraries. AI-Driven Test Case Generator: Generates comprehensive test cases and provides coverage reports. Code Documentation Generator: Parses code and generates human-readable documentation. Market Value Code Review Assistant: Ensures consistent code quality, saving time. Code Snippet Generator: Speeds up coding and reduces errors. Test Case Generator: Enhances code reliability and saves time. Documentation Generator: Maintains comprehensive code documentation, crucial for large and open-source projects. Conclusion "SmartCoder" automates critical aspects of software development, improving productivity, code quality, and efficiency. It meets the high demand for automated development tools, making it a valuable asset for development teams.

1. Optimised Prompt based on User's reuirement with simplicity and precision. User are asked to fill the answer based on the default questions like goals , interest and challenges faced, based on the mentioned criteria. Solution: It will be a prompt that gets generated along with the solution that is provided based on the tailored prompt. 2. In built AI application for Brainstorming - The AI will directly interact based on the prompt, it will be more refined and video link is also added. 3. Providing additional features like youtube links that are related to the topic of discussion - For every prompt answered, there will be a youtube link. Why you ask? We understood the Customer pain point where we felt that for certain propts for example: cooking having a video along with the videos would really help the customers to work on this with ease and confidence. 4. How does this bring value as a product and business: a) As a product - To provide an assistance for any kind of AI tools: as AI is available, but the instructions required to prompt the AI is not available. This is where Volund comes in. Avoiding reprtition prompts and instructions saving time and effort with additional links always helps in providing a good experience. b) As a business - We are able to include a large number of potential users that have not been included and building AI.With a growing market in AI, the dependency on right prompt with becomes very important to understand the intention of the user who is looking for solutions.

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TruLens provides a robust suite of tools for neural network development and monitoring, including LLMs. You can utilize TruLens-Eval for evaluation and TruLens-Explain for deep learning explainability, independently. Explore these valuable tools while taking on the challenge!

Join the world’s first Custom GPTs Hackathon to create your own AI tools! Innovate with GPTs: Explore the possibilities of creating custom versions of ChatGPT for specific tasks or purposes. No Coding Required: Anyone can build their own GPT; coding skills are not necessary. Hands-on Experience: The primary benefit of this Hackathon is the opportunity to gain practical, hands-on experience with OpenAI's GPT technology. Educational Focus: Use this event as an educational journey to understand the capabilities and applications of GPTs.