---
title: "DuckDB + Hugging Face Workshop — 11 Nov · FDE Amsterdam"
description: "Wed 11 Nov, 12:00 · Amsterdam · by DuckDB User Group. AI-Powered Review Analysis with DuckDB and Hugging Face: Build an Automated Customer Feedback Pipeline…"
canonical_url: "https://fde.amsterdam/events/duckdb-hugging-face-workshop-2026-11-11"
meta:
  "og:description": "Wed 11 Nov, 12:00 · Amsterdam · by DuckDB User Group. AI-Powered Review Analysis with DuckDB and Hugging Face: Build an Automated Customer Feedback Pipeline…"
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  "og:title": "DuckDB + Hugging Face Workshop — 11 Nov · FDE Amsterdam"
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---

> Index of every page on this site: [llms.txt](https://fde.amsterdam/llms.txt)

# DuckDB + Hugging Face Workshop

by [DuckDB User Group](https://fde.amsterdam/communities/duckdb-user-group)

## About this event

AI-Powered Review Analysis with DuckDB and Hugging Face: Build an Automated Customer Feedback Pipeline

\\\\ HANDS-ON WORKSHOP, BRING YOUR LAPTOP! \\\\

Notes:

Space is limited, so sign up for your spot, and note it is from 12:00 to 17:00. If you're not going to make it, please unregister.

The workshop is on the 4th floor, rooms 04.508 and 04.509.

Bring a photo ID for check in at reception.

Lunch and drinks are included.

Abstract:

Ratings are slipping, thousands of reviews are piling up, and nobody knows why. In this hands-on workshop, you’ll build a pipeline that finds out automatically.

Working with 2.1 million real Amazon reviews from the Hugging Face Hub, you’ll use DuckDB to pinpoint which products are declining. Then you’ll connect that SQL to an LLM with Gradio’s gr.Workflow, so the model reads only the complaints that matter and reports the themes behind them. Finally, you’ll deploy it as a live Hugging Face Space, backed by Storage Buckets and callable as an API.

[Full details on Meetup ↗](https://www.meetup.com/duckdb/events/317045246/)

## Topics

[ML & data](https://fde.amsterdam/events/topics/ml-data) [LLMs & GenAI](https://fde.amsterdam/events/topics/llms-genai) [Hackathons](https://fde.amsterdam/events/topics/hackathons)

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## Sitemap

See the full [sitemap](https://fde.amsterdam/sitemap.md) for all pages.