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Unify structured data in Amazon Aurora and unstructured data in Amazon S3 for insights using Amazon Q

AWS Machine Learning - AI

Whether it’s structured data in databases or unstructured content in document repositories, enterprises often struggle to efficiently query and use this wealth of information. The solution combines data from an Amazon Aurora MySQL-Compatible Edition database and data stored in an Amazon Simple Storage Service (Amazon S3) bucket.

Data 111
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Principal Financial Group uses QnABot on AWS and Amazon Q Business to enhance workforce productivity with generative AI

AWS Machine Learning - AI

As Principal grew, its internal support knowledge base considerably expanded. Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles.

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Thinking of building your own AI agents? Don’t do it, advisors say

CIO

The process goes beyond storing and retrieving information and includes intelligently managing context, understanding the relevance of past interactions, and dynamically adapting the AI’s responses based on an evolving knowledge base.

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Daily Crunch: Following ‘significant reduction’ in demand, Peloton puts brakes on production

TechCrunch

Today it’s Prophecy raising $25 million for its “low-code data engineering platform.”. Does the world need another note-taking tool?

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Build your gen AI–based text-to-SQL application using RAG, powered by Amazon Bedrock (Claude 3 Sonnet and Amazon Titan for embedding)

AWS Machine Learning - AI

These logs can be used to test the accuracy and enhance the context by providing more details in the knowledge base. With the aid of a tool like this, you can create automated solutions that are accessible to nontechnical users, empowering them to interact with data more efficiently. About the Author Rajendra Choudhary is a Sr.

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Empowering everyone with GenAI to rapidly build, customize, and deploy apps securely: Highlights from the AWS New York Summit

AWS Machine Learning - AI

With App Studio, a user simply describes the application they want, what they want it to do, and the data sources they want to integrate with, and App Studio builds an application in minutes that could have taken a professional developer days to build a similar application from scratch. Read more about MemoryDB in the News Blog.

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The Good and the Bad of Databricks Lakehouse Platform

Altexsoft

What is Databricks Databricks is an analytics platform with a unified set of tools for data engineering, data management , data science, and machine learning. It combines the best elements of a data warehouse, a centralized repository for structured data, and a data lake used to host large amounts of raw data.