video1.0<iframe src="https://www.loom.com/embed/27a3bbf46869495ca7226f8dd702e38a" frameborder="0" width="2560" height="1920" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>19202560Loomhttps://www.loom.com19202560https://cdn.loom.com/sessions/thumbnails/27a3bbf46869495ca7226f8dd702e38a-3289f206eb87a43f.gif1550.252Hi everyone, in this video, I’m excited to showcase the multi-agent product assistant I’ve been developing, which acts as an AI shopping assistant using Amazon Electronics data. I walk you through the architecture, highlighting how user requests are processed through a Streamlit UI and FastAPI, with a robust orchestration layer managed by Langref. We have specialized agents for product QA, shopping cart, and warehouse management, all working together to ensure a seamless shopping experience. I also touch on the reliability and scalability of the system, including our CI-CD processes with GitHub Actions. Please stay tuned for the live demo at the end!