---
title: Vespa.ai E-Commerce Hybrid Search Ranking Demo
emoji: 🌍
colorFrom: yellow
colorTo: blue
sdk: docker
fullWidth: true
pinned: true
app_port: 8000
license: apache-2.0
tags:
- vespa.ai
- hybrid ranking
- search suggestion
- e-commerce search
- semantic search
- vector search
- query contextualized navigation
- transformer model inference
---

Demo of the [Vespa.ai](https://vespa.ai/) [E-commerce search sample application](https://github.com/vespa-engine/sample-apps/tree/master/use-case-shopping).