article thumbnail

An integrated experience for all your data and AI with Amazon SageMaker Unified Studio (preview)

Flipboard

SageMaker Unied Studio is an integrated development environment (IDE) for data, analytics, and AI. Discover your data and put it to work using familiar AWS tools to complete end-to-end development workflows, including data analysis, data processing, model training, generative AI app building, and more, in a single governed environment.

article thumbnail

Introducing generative AI troubleshooting for Apache Spark in AWS Glue (preview)

Flipboard

Troubleshooting these production issues requires extensive analysis of logs and metrics, often leading to extended downtimes and delayed insights from critical data pipelines. Today, we are excited to announce the preview of generative AI troubleshooting for Spark in AWS Glue. org.apache.spark.SparkException: Job aborted.

article thumbnail

Super charge your LLMs with RAG at scale using AWS Glue for Apache Spark

AWS Machine Learning Blog

An AI technique called embedding language models converts this external data into numerical representations and stores it in a vector database. This process creates a knowledge library that generative AI models can understand. About the Authors Noritaka Sekiyama is a Principal Big Data Architect on the AWS Glue team.

LLM 114