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Building Data Pipelines to Create Apps with Large Language Models

KDnuggets

For production grade LLM apps, you need a robust data pipeline. This article talks about the different stages of building a Gen AI data pipeline and what is included in these stages.

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Prophecy’s generative AI assistant ushers in a new era of data pipeline automation

Flipboard

Data engineering startup Prophecy is giving a new turn to data pipeline creation. Known for its low-code SQL tooling, the California-based company today announced data copilot, a generative AI assistant that can create trusted data pipelines from natural language prompts and improve pipeline quality …

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DataStax Plumbs AI Into Smarter Data Pipelines

Adrian Bridgwater for Forbes

We can also use AI to perform lower-level software & data system functions that users will be mostly oblivious to to make make users' apps & services work correctly.

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Streaming Data Pipelines: What Are They and How to Build One

Precisely

The concept of streaming data was born of necessity. More than ever, advanced analytics, ML, and AI are providing the foundation for innovation, efficiency, and profitability. But insights derived from day-old data don’t cut it. Business success is based on how we use continuously changing data.

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Learn How to Build Airtight Data Pipelines for your AI Initiatives

databricks

"I can't think of anything that's been more powerful since the desktop computer." — Michael Carbin, Associate Professor, MIT, and Founding Advisor, MosaicML A.

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AWS Widens Data Pipelines + Creates Amazon Q Gen-AI Assistant

Adrian Bridgwater for Forbes

Because data exists in so varied a set of structures and forms that we can do much with it - but, that means we need ways to connect all our data.

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Lakehouse Monitoring: A Unified Solution for Quality of Data and AI

databricks

Introduction Databricks Lakehouse Monitoring allows you to monitor all your data pipelines – from data to features to ML models – without additional too.