The AWS Bedrock Retail Agent is an end-to-end solution showcasing how to implement a generative AI-driven retail chatbot using AWS Bedrock services. It connects to product catalog data, leverages retrieval-augmented generation for accurate responses, and integrates with AWS Lambda and API Gateway for scalable deployment. With support for personalized recommendations, inventory status checks, and simulated order creation, it helps retailers enhance customer engagement and streamline operations. Built in TypeScript and React, it offers a customizable framework for embedding AI-powered chat functionality into e-commerce platforms.

Shobot is an AI-powered tool specifically designed for shopping mall operators, with a focus on those involved in purchasing activities. The tool helps automate several tasks including the collection of shopping mall purchase information, sending information to databases, and handling consultation and delivery agency registration. Shobot can integrate with popular shopping platforms like Smart Store, Taobao, Ably, and ZigZag, providing AI-driven customer service responses, and facilitating automatic order and delivery linkage. Its user-friendly interface and continuous updates ensure that shopping mall operators can manage their operations efficiently and stay ahead of the curve.