@kashyapshamanth56

FoodBot is an intelligent, LLM-powered chatbot that simplifies food discovery and ordering. It enables users to interact naturally, sharing their location and craving, while the bot fetches top nearby restaurants using SerpAPI, generates real-time menus via LLM tools, and maintains context through a Knowledge Graph. The architecture leverages LangChain’s ReAct agent paradigm, orchestrating multiple modular tools including a LocationNormalizer, RestaurantSearchTool, and MenuTool. It features a clean Gradio interface, blazing-fast Groq inference, and strong multi-agent design principles. This project showcases how conversational agents can solve real-world problems using fast, scalable, and modular AI systems. FoodBot also demonstrates how this agent-based design can be extended to other domains like travel booking and e-commerce marketplaces, making it a strong candidate for further development. details are in github repo: https://github.com/Ashwath-Shetty/raise_hackathon_prosus_track?tab=readme-ov-file#-how-to-extend-this-solution-to-other-services

This is your chance to push boundaries, solve real-world challenges, and create impact at the official hackathon of the RAISE Summit 2025 at one of Paris's most iconic venues: Le Carrousel du Louvre. 📅 July 4–8, 2025 — Collaborate online with a global community of innovators. 🏛️ July 8–9, 2025 — Limited on-site access to the RAISE Summit in Paris (300 participants), exclusively for selected teams. 🏆 July 9, 2025 — Winners will be announced live on stage during the RAISE Summit. 🌟 Expert mentors will guide you throughout your hackathon journey. 🤝 Work solo or build your dream team to create something extraordinary. 💰 Compete for a share of up to $150,000 in prizes. 🔒 Sign up before the Kick-Off Stream to secure your spot!