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Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale

Flipboard

Recent advances in generative AI have led to the rapid evolution of natural language to SQL (NL2SQL) technology, which uses pre-trained large language models (LLMs) and natural language to generate database queries in the moment.

SQL 149
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Build generative AI applications quickly with Amazon Bedrock IDE in Amazon SageMaker Unified Studio

AWS Machine Learning Blog

Without specialized structured query language (SQL) knowledge or Retrieval Augmented Generation (RAG) expertise, these analysts struggle to combine insights effectively from both sources. Use Amazon Athena SQL queries to provide insights. Prompt 2: Were there any major world events in 2016 affecting the sale of Vegetables?

AWS 109
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The ultimate guide to Hyper-V backups for VMware administrators

Data Science Dojo

Windows Failover Clustering is applied in a number of different use cases, including file servers and SQL clusters, as well as Hyper-V. A Snapshots folder is created that may contain the following files: VMCX – This is the new binary format for the configuration file introduced in Windows Server 2016.

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Object-centric Process Mining on Data Mesh Architectures

Data Science Blog

Example Event Log for Process Mining The following example SQL-query is inserting Event-Activities from a SAP ERP System into an existing event log database table. I probably developed my first object-centric event log back in 2016 and used it for an industrial customer. I did not call it object-centric but dynamic data model.

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4 Great Programs Businesses Can Use to Get Accurate Data Results

Smart Data Collective

In 2016 experts projected that the “ big data ” industry would be worth somewhere around $30 billion by 2022. Looker requires zero knowledge of SQL or any other languages, and creating and implementing models for your data sets in a speedy fashion is one of the major selling points for Looker.

Analytics 128
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Analyzing the history of Tableau innovation

Tableau

Adam Selipsky becoming CEO in 2016. Chris and Christian stepped out of operational roles when Adam Selipsky became CEO in 2016. Query allowed customers from a broad range of industries to connect to clean useful data found in SQL and Cube databases. IPO in 2013. The Salesforce purchase in 2019.

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Celebrating 40 years of Db2: Running the world’s mission critical workloads

IBM Journey to AI blog

Boyce to create Structured Query Language (SQL). Developers can leverage features like REST APIs, JSON support and enhanced SQL compatibility to easily build cloud-native applications. Codd published his famous paper “ A Relational Model of Data for Large Shared Data Banks.” Chamberlin and Raymond F.

Database 101