Harry Hernández Arias@harry_hernndez_arias435

Planning a group trip is often a fragmented and chaotic process, spread across countless chat messages, forgotten spreadsheets, and conflicting preferences. Travel Buddies (Prosus) emerges as the definitive solution to this challenge, consolidating the entire process into a single, intelligent, and collaborative web platform. Our mission is to transform the cumbersome task of planning into the exciting first step of the adventure. To achieve this, we integrate four technological pillars: Group Chat & Dedicated AI Agent: The interface is intelligently divided. A group chat space serves as a social hub for brainstorming and free-form discussion, capturing the specific desires for the trip. In parallel, a direct chat with a powerful AI agent allows the group to turn that conversation into action by requesting concrete plans and modifications. "Dual Context" Recommendations: The magic of Travel Buddies lies in its AI, which goes beyond generic recommendations. It uses a "Dual Context" model, merging the short-term memory of the chat conversation (what the group wants for this trip) with the long-term memory stored in our knowledge graph. Knowledge Graph: Through Neo4j, we build a dynamic profile for each user. This graph understands the DNA of each traveler: their passions (art, nature, gastronomy), budget, and travel style. This ensures that the proposed itinerary is not only coherent but also deeply personal. Real-Time Features: The platform comes alive with an interactive experience. The itinerary, visualized on a calendar or map, updates in real-time for all members as proposals are discussed. A democratic voting system ensures that every decision, from the flight to the final night's dinner, is reached by consensus, guaranteeing everyone feels part of the plan. From ideation to final booking, Travel Buddies orchestrates every step, turning chaos into collaboration and uncertainty into a perfect, shared itinerary.

Join our $1,000,000+ startup challenge series powered by Surge 📌 This announcement outlines the launch of a Global Human+AI Exchange — aligning universities, global cities, talent networks, and industry to accelerate human-centered AI innovation, technology transfer, and economic growth. 👉 Read more here ⏱️ 8 days to turn your idea, or existing product, into an investable demo. 📅 February 6 - 15, 2026 • Feb 6 - 14 (Online Phase) - Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on February 14th. 🕙 Doors open at 10:00 AM, first come, first served. • Feb 14 (On‑site Build Day) - Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Feb 15 (On‑site Demos & Awards) - Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. 🌟 Get feedback from startup mentors and technical experts. 📍 On-site Venue (Feb 14–15): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📲 Real-time on-site updates (SF) For real-time announcements and information during the on-site portion (Feb 14–15), join the LabLab SF Chapter WhatsApp group: 👉 Join the WhatsApp group 🤝 Join solo or with a team. New founders and existing startups are welcome. 🏆 $1,000,000+ in credits, token prizes, perks and funding opportunity. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Apply now to build, validate, and pitch with purpose.

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!