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Enriching metadata for accurate text-to-SQL generation for Amazon Athena

AWS Big Data

Writing SQL queries requires not just remembering the SQL syntax rules, but also knowledge of the tables metadata, which is data about table schemas, relationships among the tables, and possible column values. Although LLMs can generate syntactically correct SQL queries, they still need the table metadata for writing accurate SQL query.

Metadata 105
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Recap of Amazon Redshift key product announcements in 2024

AWS Big Data

Amazon Redshift made significant strides in 2024, rolling out over 100 features and enhancements. Figure1: Summary of the features and enhancements in 2024 Lets walk through some of the recent key launches, including the new announcements at AWS re:Invent 2024.

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2024 Gartner Market Guide To DataOps

DataKitchen

2024 Gartner Market Guide To DataOps We at DataKitchen are thrilled to see the publication of the Gartner Market Guide to DataOps, a milestone in the evolution of this critical software category. The post 2024 Gartner Market Guide To DataOps first appeared on DataKitchen. Contact us to learn more!

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Integrate custom applications with AWS Lake Formation – Part 2

AWS Big Data

Run the following commands: export PROJ_NAME=lfappblog aws s3 cp s3://aws-blogs-artifacts-public/BDB-3934/schema.graphql ~/${PROJ_NAME}/amplify/backend/api/${PROJ_NAME}/schema.graphql In the s chema.graphql file, you can see that the lf-app-lambda-engine function is set as the data source for the GraphQL queries.

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Enhance data governance with enforced metadata rules in Amazon DataZone

AWS Big Data

We’re excited to announce a new feature in Amazon DataZone that offers enhanced metadata governance for your subscription approval process. With this update, domain owners can define and enforce metadata requirements for data consumers when they request access to data assets. Key benefits The feature benefits multiple stakeholders.

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My Reflections on the Gartner® Hype Cycle™ for Data Management, 2024

Data Virtualization

The post My Reflections on the Gartner Hype Cycle for Data Management, 2024 appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information. Gartner Hype Cycle methodology provides a view of how.

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The next generation of Amazon SageMaker: The center for all your data, analytics, and AI

AWS Big Data

This week on the keynote stages at AWS re:Invent 2024, you heard from Matt Garman, CEO, AWS, and Swami Sivasubramanian, VP of AI and Data, AWS, speak about the next generation of Amazon SageMaker , the center for all of your data, analytics, and AI. The relationship between analytics and AI is rapidly evolving.