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

Flipboard

These tables house complex domain-specific schemas, with instances of nested tables and multi-dimensional data that require complex database queries and domain-specific knowledge for data retrieval. The solution uses the data domain to construct prompt inputs for the generative LLM.

SQL 146
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“Smart Data Is The Future of FinTech” – Speaker Spotlight: Q&A with Patrick Koeck – Data Natives Berlin 2016

Dataconomy

Before coming to Creamfinance he tested his mettle in companies such as Alkoe GmbH, the Coca-Cola Hellenic Bottling Company and KPMG Austria, where he focused on database management and Financial Controlling.

Database 110
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Build generative AI applications quickly with Amazon Bedrock IDE in Amazon SageMaker Unified Studio

AWS Machine Learning Blog

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. Prompt 2: Were there any major world events in 2016 affecting the sale of Vegetables?

AWS 110
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Clinton-Sanders Data Breach Highlights Power of Big Data in Politics

Dataconomy

Big Data Breaches and Big Databases are setting the scene for the presidential election this year. Obama may have pioneered the big data campaign, but the 2016 elections are pitting data scientist against data scientist. What kind of data do politicians wield and just how much is it worth?

Big Data 126
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The ultimate guide to Hyper-V backups for VMware administrators

Data Science Dojo

vmsd – This database file contains all the pertinent snapshot information. .vmsn 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. It replaces the XML file found in 2012 R2 and earlier.

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Benchmarking Amazon Nova and GPT-4o models with FloTorch

AWS Machine Learning Blog

simple_w_condition Movie In 2016, which movie was distinguished for its visual effects at the oscars? Vector database FloTorch selected Amazon OpenSearch Service as a vector database for its high-performance metrics. simple Music Can you tell me how many grammies were won by arlo guthrie until 60th grammy (2017)?

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Object-centric Process Mining on Data Mesh Architectures

Data Science Blog

The database for Process Mining is also establishing itself as an important hub for Data Science and AI applications, as process traces are very granular and informative about what is really going on in the business processes. I probably developed my first object-centric event log back in 2016 and used it for an industrial customer.