Rohit Vemparala@RVKarmani

Suvidha is a conversational AI-powered shopping assistant designed to bring true convenience to online shopping and to empower users to make smarter shopping decisions — faster. Instead of relying on sponsored ads or generic reviews, Suvidha taps into authentic Reddit discussions, using a large language model to distill thousands of user experiences into concise, trustworthy insights. As users chat with Suvidha, it dynamically learns their preferences — like budget, brand loyalty, or feature priorities — and adapts its recommendations in real time. It also leverages smart caching to avoid redundant API calls, ensuring a seamless and responsive experience. Once a user has made an informed choice, the app offers a direct path to purchase by listing actionable product links — making the journey from confusion to confident checkout incredibly smooth. With Suvidha, we bring the power of real voices, personalization, and AI-driven speed together to deliver what online shopping should have always been: effortless, intelligent, and truly convenient.

In today’s fast-paced world, we consume news in fragments — often just a headline or a single article. Pulse aims to bridge this gap by offering a smart, contextualised view of global events. Users can search or interact with recent happenings and receive real-time, LLM-powered insights beyond isolated articles. What makes Pulse unique is its local-first architecture, powered by RSS feeds, making it extendable to any domain where RSS is applicable — finance, health, or niche blogs. At its core is a fast incremental query engine (Feldora) that powers lightning-fast retrieval. Relevant articles are embedded and stored in Zilliz (Milvus), enabling semantic search. We built this as a prototype full-stack application using: • Rust server for performance-critical backend, • Python server for LLM orchestration (using Novita AI), • Next.js UI for intuitive interaction, • Traefik for reverse proxy and service routing, • TRAE for intelligent AI-assisted developer support across backend and frontend. Most importantly, we leveraged Trae's AI coding assistance to iterate rapidly across the stack — from auto-generating backend boilerplate, optimizing queries, to scaffolding frontend components. Trae helped us move faster and focus on logic rather than wiring.

Join the Internet of Agents Hackathon to build real-world, rentable agents using Coral Protocol and Solana-powered payments. 📅 September 14–21, 2025 Sept 14–21: Build online with global innovators. Submit projects by the deadline. Sept 20 (NYC): On-site build day at Solana Skyline (invitation only). Sept 21 (NYC): Live pitches, networking, and winner announcements. 🧠 Mentorship from experts and Coral specialists throughout. 🤝 Participate solo or in teams. 📍 Travel and accommodation not covered. 🚀 Sign up now to secure your spot before the Kick-Off Stream!

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!

🕒 Complete the challenge within 48 hours and unlock incredible prizes! 📅 June 13 - June 15 – Participate online, collaborating with innovators and builders to explore a new way of software development. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 💰 $80,000 in credits and prizes! ⏳ Sign up before the Kick-Off Stream to secure your spot!