Syncmerce is a comprehensive AI-driven e-commerce toolkit that helps businesses optimize their online presence. It offers various tools, including background removal, lifestyle image generation, competitor analysis, bulk image resizer, and price calculator, among others. These tools help in streamlining tasks, enhancing product visibility, and ultimately boosting sales.

The Mall Recommendation Multi-Agent System is an AI-driven framework built on a multi-agent architecture to enhance retail experiences in shopping malls. It consists of shopper agents that track visitor interactions, preference agents that analyze past and real-time data, and recommendation agents that generate tailored product and promotion suggestions. Agents communicate via a message-passing protocol to update user models, coordinate cross-agent insights, and adjust recommendations dynamically. The system supports integration with CMS and POS for real-time inventory and sales feedback. Its modular design allows developers to customize agent behaviors, integrate new data sources, and deploy on various platforms. Ideal for large retail environments, it improves customer satisfaction and boosts sales through precise, context-aware recommendations.