AWS App Studio introduces a prebuilt solutions catalog and cross-instance Import and Export

Favorite AWS App Studio is a generative AI-powered service that uses natural language to build business applications, empowering a new set of builders to create applications in minutes. With App Studio, technical professionals such as IT project managers, data engineers, enterprise architects, and solution architects can quickly develop applications tailored

Read More
Shared by AWS Machine Learning April 2, 2025

Minimize generative AI hallucinations with Amazon Bedrock Automated Reasoning checks

Favorite Foundation models (FMs) and generative AI are transforming enterprise operations across industries. McKinsey & Company’s recent research estimates generative AI could contribute up to $4.4 trillion annually to the global economy through enhanced operational efficiency, productivity growth of 0.1% to 0.6% annually, improved customer experience through personalized interactions, and

Read More
Shared by AWS Machine Learning April 2, 2025

Generate compliant content with Amazon Bedrock and ConstitutionalChain

Favorite Generative AI has emerged as a powerful tool for content creation, offering several key benefits that can significantly enhance the efficiency and effectiveness of content production processes such as creating marketing materials, image generation, content moderation etc. Constitutional AI and LangGraph‘s reflection mechanisms represent two complementary approaches to ensuring

Read More
Shared by AWS Machine Learning April 2, 2025

Harness the power of MCP servers with Amazon Bedrock Agents

Favorite AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. Amazon Bedrock Agents enables this functionality by orchestrating foundation models (FMs) with data sources, applications, and user inputs to complete goal-oriented tasks through API integration and knowledge base

Read More
Shared by AWS Machine Learning April 2, 2025

Introducing AWS MCP Servers for code assistants (Part 1)

Favorite We’re excited to announce the open source release of AWS MCP Servers for code assistants — a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. Our specialized AWS MCP servers combine deep AWS knowledge with agentic

Read More
Shared by AWS Machine Learning April 2, 2025

Build agentic systems with CrewAI and Amazon Bedrock

Favorite This post is co-authored with Joao Moura and Tony Kipkemboi from CrewAI. The enterprise AI landscape is undergoing a seismic shift as agentic systems transition from experimental tools to mission-critical business assets. In 2025, AI agents are expected to become integral to business operations, with Deloitte predicting that 25%

Read More
Shared by AWS Machine Learning March 31, 2025

Amazon Bedrock Guardrails image content filters provide industry-leading safeguards, helping customer block up to 88% of harmful multimodal content: Generally available today

Favorite Amazon Bedrock Guardrails announces the general availability of image content filters, enabling you to moderate both image and text content in your generative AI applications. Previously limited to text-only filtering, this enhancement now provides comprehensive content moderation across both modalities. This new capability removes the heavy lifting required to

Read More
Shared by AWS Machine Learning March 28, 2025