Krishay Nair@krishay_nair489

Our project focuses on enhancing disaster response and recovery efforts through advanced technology. We've integrated LangFlow, OpenAI, AI/ML APIs, and Streamlit to develop a robust RAG chatbot. This chatbot provides crucial information on natural disasters, including interactive maps, safe zone locations, and a flood prediction model. Our platform offers a comprehensive dashboard displaying regions prone to floods with prevention tips. Users can contribute through surveys, enabling data collection for targeted relief efforts. With real-time notifications and community engagement, we aim to build a resilient network equipped to mitigate and respond effectively to disasters.

Legaily is an innovative app built to streamline legal workflows for lawyers and judges by solving key challenges in documentation, translation, and case management. In India, where legal documents are often drafted in various regional languages, translations can be costly and time-consuming. Legaily’s Document AI feature provides accurate, AI-powered translations between English and local languages using chunking techniques, reducing reliance on expensive translators. The app also offers a Summarize Document feature, utilizing NLP to condense lengthy legal documents without missing crucial details. Lawyers can quickly assess whether to take on a case, speeding up client consultations. The Simplify Language tool converts complex legal jargon, often recorded by stenographers, into more understandable language, making legal documents accessible to all lawyers. Legaily’s Document Search feature, powered by NLP, helps lawyers find relevant case precedents by understanding user intent. It reduces the hassle of searching through countless legal archives for favorable judgments, especially for critical cases. The app's Query Page is a chatbot trained to give personalized legal advice, including potential charges, rights, and next steps in a case. Judge View leverages blockchain via Hyperledger Fabric to securely share judge-signed documents. Lawyers receive a unique hashcode to access these documents digitally, removing the need for physical court visits. With additional tools like Document Drafting Templates and the Advocate Diary to manage cases, Legaily enhances productivity and organization, providing lawyers with a comprehensive solution for modern legal practice.