Amazon Quick unifies queries across structured and unstructured data
What happened
On 4 November 2026, the AWS Machine Learning Blog reported that Amazon Quick can connect unstructured documents in an S3 knowledge base and structured data from enriched datasets with semantic descriptions into the same Space. A custom chat agent then decides within a single conversation whether to query the knowledge base, the datasets or both, and returns a merged answer with citations. The report says the setup requires an Enterprise subscription, S3 buckets are read-only by default, and answers follow the permissions of the asking user.
Written by AI from the reports · updated 2 h ago
Timeline
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- AWS Machine Learning BlogBring structured and unstructured data together with Amazon Quick
Amazon Quick brings structured and unstructured data together in one experience. In this post, you connect Amazon S3 as a knowledge base, enrich a dataset, build a Space, and create a custom chat agent that answers business questions across both data types through a single conversational interface.
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