Olzhas Yergali @olzhas-yergali

Our idea is to show how purchasing process can be sped up and made easy using AI Agents. A counter part of selling with AI. This approach unveils the world of AI interactive marketplaces, cutting huge portions of internet out by making the first touch to suppliers, figuring out their ability to provide requested goods and services. We - the Blue Red C team have built an MVP of agents system that allows users giving a task to our system via a voice-prompt to find the best supplier of goods and services they need. - The voice prompt is analyzed with Speach-to-Text models on Groq platform. The full transcript is sent to User Profile Knowledge Graph supported by Graphiti and Neo4j, after that a structured summary of the user request is written in DB. - Voice prompt generates a task of internet search for suppliers via SERP API. Phone numbers of suppliers are found and stored in a queue. - Twilio API is utilized to call suppliers and find out availability of requested products and services. - Summary of each call is stored in DB for comparison analysis. - Llama-3-8b-8192 hosted on Groq platform is used for summarizing pros and cons of each supplier to give a suggestion to choose certain supplier. - After user makes the final decision our system calls the chosen supplier and places an order to them. (Not implemented yet) We believe that the problem we chose to help all sized businesses and customers with will always have the room for improvement. The goal - find the best deal on the market.

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!