Agent Gateway for the online boutique

This project demonstrates adding agentic workflow to the online boutique. By adding a new agents microservice we enable agentic functionality for product discovery, checkout and customer support.

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Inspiration

Enable agentic workflow for the online boutique.

What it does

Adds agentic functionality to the online boutique

How we built it

Built using agent development kit. For the product data set, I loaded about 1000 shoes from a free kaggle ecommerce dataset and added embeddings for product names and images using Vertex AI multimodal embedding model.

Challenges we ran into

Querying embeddings on alloydb can be quite slow even with indexes enabled

Accomplishments that we're proud of

Ability to discover products using similarity search, adding them to cart and completing checkout.

What we learned

How to implement a team of agents using adk.

What's next for Agent Gateway for the online boutique

Complete agentic functionality for customer support, image search, order tracking and improve the responsiveness and speed of the assistant.

Built With

  • adk
  • fastapi
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