# Amazon Quick connects S3 documents and structured datasets through one chat agent

> Original title: Bring structured and unstructured data together with Amazon Quick

- Source: AWS Machine Learning Blog
- Published: 2026-11-03T16:49:29.000Z
- Bad Influence: https://badinfluence.news/items/sppu7i8ir6vwi4kl70sdn79se
- Original: https://aws.amazon.com/blogs/machine-learning/bring-structured-and-unstructured-data-together-with-amazon-quick/

## Summary

AWS says Amazon Quick lets users query structured data and unstructured S3 documents in a single conversational AI agent. Structured data is loaded as enriched datasets that the agent translates into SQL, while documents are indexed through S3-backed knowledge bases. Users need an Amazon Quick Enterprise subscription to create datasets.