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Tag: Querying

Orchestrate an end-to-end ETL pipeline using Amazon S3, AWS Glue, and Amazon Redshift Serverless with Amazon MWAA | Amazon Web Services

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a managed orchestration service for Apache Airflow that you can use to set up and...

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Retrieval Augmented Generation: Where Information Retrieval Meets Text Generation – KDnuggets

Image created by Author using Midjourney  Introduction to RAG In the constantly evolving world of language models, one steadfast methodology of particular note is Retrieval Augmented...

How Kraken Wallet addresses challenges in mobile crypto security

We believe that the most secure mobile crypto wallet is one that overcomes the inherent constraints of its mobile operating system. For instance, on...

Explore data with ease: Use SQL and Text-to-SQL in Amazon SageMaker Studio JupyterLab notebooks | Amazon Web Services

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In the process...

New Tool Shields Organizations From NXDOMAIN Attacks

Attacks against the Domain Name System (DNS) are numerous and varied, so organizations have to rely on layers of protective measures, such as traffic...

Amazon DataZone announces integration with AWS Lake Formation hybrid access mode for the AWS Glue Data Catalog | Amazon Web Services

Last week, we announced the general availability of the integration between Amazon DataZone and AWS Lake Formation hybrid access mode. In this post, we...

Knowledge Bases for Amazon Bedrock now supports metadata filtering to improve retrieval accuracy | Amazon Web Services

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, you can securely...

Build knowledge-powered conversational applications using LlamaIndex and Llama 2-Chat | Amazon Web Services

Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When building LLM applications,...

5 Free SQL Courses for Data Science Beginners – KDnuggets

Image by Author  If you’re interested in pivoting to a data career, you probably know that using data effectively to answer business questions is...

Why It’s Time to Rethink Generative AI in the Enterprise – DATAVERSITY

If you’ve been keeping an eye on the evolution of generative AI (GenAI) technology recently, you’re likely familiar with its core concepts: how GenAI...

How Aura from Unity revolutionized their big data pipeline with Amazon Redshift Serverless | Amazon Web Services

This post is co-written with  Amir Souchami and  Fabian Szenkier from Unity. Aura from Unity (formerly known...

Why the Rise of LLMs and GenAI Requires a New Approach to Data Storage – DATAVERSITY

The new wave of data-hungry machine learning (ML) and generative AI (GenAI)-driven operations and security solutions has increased the urgency for companies to adopt...

A Hands-On Guide to Creating a PDF-based Q&A Assistant with Llama2 and LlamaIndex

Introduction The advent of AI and machine learning has revolutionized how we interact with information, making it easier to retrieve, understand, and utilize. In this...

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