4+ hour, 26+ min ago   (668+ words) This post is cowritten with James Luo from BGL. Data analysis is emerging as a high-impact use case for AI agents. According to Anthropic's 2026 State of AI Agents Report, 60% of organizations rank data analysis and report generation as their most…...

5+ hour, 40+ min ago   (757+ words) This approach significantly reduces the technical barrier to entry for organizations while making sure they maintain control over security and access permissions. By using Amazon Quick Suite custom connectors, organizations can transform file management operations into simple, conversation-based interactions that…...

6+ hour, 13+ min ago   (797+ words) We also introduce an optimized solution to automatically load Hive dimension table data into Alluxio Universal Flash Storage (UFS) through the Alluxio cache layer. This enables Flink to perform temporal joins on changing data, accurately reflecting the content of a…...

8+ hour, 32+ min ago   (1006+ words) In this post, we demonstrate, through a detailed case study of an epidemiologist conducting clinical cohort analysis, how SageMaker Data Agent can help reduce weeks of data preparation into days, and days of analysis development into hours'ultimately accelerating the path…...

1+ day, 4+ hour ago   (451+ words) You can implement two strategies for caching. The first, prompt caching, implements caching the dynamically created context or prompts invoked by your LLMs. The second, request-response caching, implements storing the request response pairs and reusing them in subsequent queries. For…...

1+ day, 4+ hour ago   (761+ words) In this post, we show how to set up workforce access with SageMaker Unified Studio using Ping Identity as an external IdP with IAM Identity Center. We walk through the following high-level steps to implement this solution: For this walkthrough,…...

1+ day, 4+ hour ago   (790+ words) Amazon Connect customers can use enriched customer profiles with AI powered recommendations for common use cases such as: Here's a quick overview of all the steps to be followed For this walk through, it is assumed you have the following…...

1+ day, 8+ hour ago   (541+ words) This post was cowritten by Rishi Srivastava and Scott Reynolds from Clarus Care. The workflow consists of the following high-level steps: The models used for each specific function are described in solution detail sections. Some challenges the team tackled during…...

4+ day, 4+ hour ago   (998+ words) The open-source Visual Asset Management System (VAMS) now supports GPU-accelerated reinforcement learning (RL) for robotic assets through integration with NVIDIA Isaac Lab. This pipeline enables teams to train and evaluate RL policies directly from their asset management workflow, leveraging AWS…...

4+ day, 7+ hour ago   (499+ words) Managing ModelOps workflows can be complex and time-consuming. If you've struggled with setting up project templates for your data science team, you know that the previous approach using AWS Service Catalog required configuring portfolios, products, and managing complex permissions'adding significant…...