GenAI News
Deploy DeepSeek-R1 Distilled Llama models in Amazon Bedrock
Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over...
Generative AI operating models in enterprise organizations with Amazon Bedrock
Generative AI can revolutionize organizations by enabling the creation of innovative applications that offer enhanced customer and employee experiences. Intelligent document processing, translation and...
Track LLM model evaluation using Amazon SageMaker managed MLflow and FMEval
Evaluating large language models (LLMs) is crucial as LLM-based systems become increasingly powerful and relevant in our society. Rigorous testing allows us to understand...
Optimizing AI responsiveness: A practical guide to Amazon Bedrock latency-optimized inference
In production generative AI applications, responsiveness is just as important as the intelligence behind the model. Whether it’s customer service teams handling time-sensitive inquiries...
Develop a RAG-based application using Amazon Aurora with Amazon Kendra
Generative AI and large language models (LLMs) are revolutionizing organizations across diverse sectors to enhance customer experience, which traditionally would take years to make...
Image and video prompt engineering for Amazon Nova Canvas and Amazon...
Amazon has introduced two new creative content generation models on Amazon Bedrock: Amazon Nova Canvas for image generation and Amazon Nova Reel for video...
Create a SageMaker inference endpoint with custom model & extended container
Amazon SageMaker provides a seamless experience for building, training, and deploying machine learning (ML) models at scale. Although SageMaker offers a wide range of...
Security best practices to consider while fine-tuning models in Amazon Bedrock
Amazon Bedrock has emerged as the preferred choice for tens of thousands of customers seeking to build their generative AI strategy. It offers a...
Secure a generative AI assistant with OWASP Top 10 mitigation
A common use case with generative AI that we usually see customers evaluate for a production use case is a generative AI-powered assistant. However,...
Streamline custom environment provisioning for Amazon SageMaker Studio: An automated CI/CD...
Attaching a custom Docker image to an Amazon SageMaker Studio domain involves several steps. First, you need to build and push the image to...
