CELLFORCE AI is a Strands Agents-powered shopping advisor for smartphones. Instead of acting as a simple product search box, the agent understands a buyer's needs, searches a multi-brand catalog, evaluates processor performance, display refresh rate, camera, battery, storage, price and other specifications, compares candidates, and explains why a recommendation fits the buyer. It also evaluates seller and offer trust signals such as warranty information, return policy, seller identity and availability, clearly distinguishes recommendations from sponsored offers, and can provide a purchase link. The core principle is Trust Before Commission: monetization must never override the user's best match. The MVP targets smartphone buyers and the professional sellers who help them make decisions. The prototype will use synthetic/demo catalog data where live commercial data is not yet available, clearly labeled as such, and will be built with Strands Agents SDK and AWS services. The longer-term vision is a trusted mobile-commerce intelligence layer connecting consumers, retailers and transparent advertising.
Built With
- ai-agents
- amazon-bedrock
- amazon-web-services
- e-commerce
- python
- recommendation-engine
- smartphones
- strands-agents-sdk
- streamlit
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