Build GraphRAG applications using Amazon Bedrock Knowledge Bases - Latest AI Insights and Analysis

Build GraphRAG applications using Amazon Bedrock Knowledge Bases - Latest AI Insights and Analysis

Latest AI News and Developments

A curated selection of the most significant AI news and developments from trusted sources. Each article is directly linked to its original publication for full context and details.

Build GraphRAG applications using Amazon Bedrock Knowledge Bases

Published by AWS Machine Learning on June 2, 2025

In this post, we explore how to use Graph-based Retrieval-Augmented Generation (GraphRAG) in Amazon Bedrock Knowledge Bases to build intelligent applications. Unlike traditional vector search, which retrieves documents based on similarity scores, knowledge graphs encode relationships between entities, allowing large language models (LLMs) to retrieve information with context-aware reasoning.

Streamline personalization development: How automated ML workflows accelerate Amazon Personalize implementation

Published by AWS Machine Learning on June 2, 2025

This blog post presents an MLOps solution that uses AWS Cloud Development Kit (AWS CDK) and services like AWS Step Functions, Amazon EventBridge and Amazon Personalize to automate provisioning resources for data preparation, model training, deployment, and monitoring for Amazon Personalize.

Fast-track SOP processing using Amazon Bedrock

Published by AWS Machine Learning on June 2, 2025

When a regulatory body like the US Food and Drug Administration (FDA) introduces changes to regulations, organizations are required to evaluate the changes against their internal SOPs. When necessary, they must update their SOPs to align with the regulation changes and maintain compliance. In this post, we show different approaches using Amazon Bedrock to identify relationships between regulation...

How Google is driving a new era of American innovation in Iowa.

Published by Google AI Blog on May 30, 2025

Google is investing an additional $7 billion in Iowa within the next two years in cloud and AI infrastructure, as well as in expanded workforce development programs, mea…

Deploy Amazon SageMaker Projects with Terraform Cloud

Published by AWS Machine Learning on May 30, 2025

In this post you define, deploy, and provision a SageMaker Project custom template purely in Terraform. With no dependencies on other IaC tools, you can now enable SageMaker Projects strictly within your Terraform Enterprise infrastructure.

Sources

This curated overview brings together articles from the following trusted sources:

  • AWS Machine Learning
  • Google AI Blog

Note: All content is directly sourced from the original publications. Each article is properly cited with links to the original sources. For the most up-to-date information, please visit the original articles through the provided links.

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Q-ARDNS-Multi: A Multi-Agent Quantum Reinforcement Learning Framework with Meta-Cognitive Adaptation for Complex 3D Environments - Latest AI Insights and Analysis

Latest AI News and Developments A curated selection of the most significant AI news and developments from trusted sources. Each article is directly linked to its original publication for full context and details. Q-ARDNS-Multi: A Multi-Agent Quantum Reinforcement Learning Framework with Meta-Cognitive Adaptation for Complex 3D Environments Published by arXiv

By Robinson Aizprua