Smart Grocery Sorter: Building a Serverless AI App with Amazon Bedrock

Описание и применение

Приложение Smart Grocery Sorter автоматически классифицирует список покупок, используя Amazon Bedrock, устраняя необходимость ручной сортировки.

Задача

Manually organizing grocery lists is time‑consuming and repetitive.

Результат

The application automatically organizes unstructured grocery lists into categories such as Fruits, Vegetables, Dairy, Grains, Meat, and Household Supplies within seconds, eliminating manual effort.

Рабочий процесс

• Enter grocery items one per line in the web interface.
• Click "Sort List" to send a JSON payload to Amazon API Gateway via Fetch API.
• API Gateway triggers a Python Lambda function that builds a prompt for Amazon Bedrock.
• Amazon Nova Lite processes the list and returns categorized items.
• Lambda formats the response as JSON and returns it through API Gateway.
• Frontend receives the JSON and displays the organized list in the browser.

Доказательства

I built Smart Grocery Sorter, a lightweight AI-powered web application that automatically organizes grocery items into meaningful categories using Amazon Bedrock and AWS serverless services.

Источник

The frontend is hosted on Netlify, while the backend logic and AI processing run on AWS.

Источник

Amazon Nova Lite processes the list and organizes the items into relevant grocery categories.

Источник