Build Agentic Ecommerce with KumoRFM
In this video we explore the use of agents and LLMs for ecommerce and develop our own advanced agent enabling advanced data science and analytics for ecommerce. We use Kumo AI's Relational Foundation Model (RFM) to produce insanely high quality predictions super fast, enabling a conversational experience with what is essentially an expert data science agent. 📌 Article: https://www.jamesbriggs.io/ecommerce-agent 📌 Notebook Code: https://github.com/aurelio-labs/cookbook/tree/main/gen-ai/agents/ecommerce-agent 📍 AI App Repo: https://github.com/jamescalam/ecommerce-agent 💡 KumoRFM: https://bit.ly/47x3WSk 📊 Kumo AI: https://bit.ly/4gduL04 Twitter: https://twitter.com/jamescalam LinkedIn: https://www.linkedin.com/in/jamescalam/ #datascience #machinelearning #python 00:00 Ecommerce and AI 01:46 Agents for Ecommerce 02:34 KumoRFM 03:24 Talking with a KumoRFM Agent 10:58 Using KumoRFM 16:51 Making Predictions with KumoRFM 19:02 Agentic Predictions 22:34 Query Dataframes Tool 25:23 Query KumoRFM Tool 26:50 Building the Agent Graph 36:12 Testing our Ecommerce Agent 46:14 Ecommerce Agent App Setup 48:00 Ecommerce and Agents
