Gen AI News Talk
Choosing the right approach for generative AI-powered structured data retrieval
Organizations want direct answers to their business questions without the complexity of writing SQL queries or navigating through business intelligence (BI) dashboards to extract...
Accelerating AI innovation: Scale MCP servers for enterprise workloads with Amazon Bedrock
Generative AI has been moving at a rapid pace, with new tools, offerings, and models released frequently. According to Gartner, agentic AI is one...
Build and deploy AI inference workflows with new enhancements to the Amazon SageMaker Python...
Amazon SageMaker Inference has been a popular tool for deploying advanced machine learning (ML) and generative AI models at scale. As AI applications become...
Context extraction from image files in Amazon Q Business using LLMs
To effectively convey complex information, organizations increasingly rely on visual documentation through diagrams, charts, and technical illustrations. Although text documents are well-integrated into modern...
Build AWS architecture diagrams using Amazon Q CLI and MCP
Creating professional AWS architecture diagrams is a fundamental task for solutions architects, developers, and technical teams. These diagrams serve as essential communication tools for...
AWS costs estimation using Amazon Q CLI and AWS Cost Analysis MCP
Managing and optimizing AWS infrastructure costs is a critical challenge for organizations of all sizes. Traditional cost analysis approaches often involve the following:
Complex spreadsheets...
Tailor responsible AI with new safeguard tiers in Amazon Bedrock Guardrails
Amazon Bedrock Guardrails provides configurable safeguards to help build trusted generative AI applications at scale. It provides organizations with integrated safety and privacy safeguards...
Using Amazon SageMaker AI Random Cut Forest for NASA’s Blue Origin spacecraft sensor data
The successful deorbit, descent, and landing of spacecraft on the Moon requires precise control and monitoring of vehicle dynamics. Anomaly detection provides a unique...
Structured data response with Amazon Bedrock: Prompt Engineering and Tool Use
Generative AI is revolutionizing industries by streamlining operations and enabling innovation. While textual chat interactions with GenAI remain popular, real-world applications often depend on...
Driving cost-efficiency and speed in claims data processing with Amazon Nova Micro and Amazon...
Amazon operations span the globe, touching the lives of millions of customers, employees, and vendors every day. From the vast logistics network to the...
