Re:Invent 2023 : Les annonces qui nous ont marqués - Jour 4

La vision d'Anda (Professional Solutions Architect AWS)

1. AWS announces vector search for Amazon DocumentDB

   • Blog post : Vector search for Amazon DocumentDB (with MongoDB compatibility) is now generally available

2. Amazon SageMaker Canvas now supports natural language instructions for data preparation

   • Blog post : Use natural language to explore and prepare data with a new capability of Amazon SageMaker Canvas

3. AWS Clean Rooms ML is now available in preview

   • Blog post : AWS Clean Rooms ML helps customers and partners apply ML models without sharing raw data (preview)

Les 3 nouvelles les plus marquantes pour moi :

1. AWS announces OR1 for Amazon OpenSearch Service

2. Announcing new AWS AI Service Cards - to advance responsible AI

3. Amazon OpenSearch Service zero-ETL integration with Amazon S3 preview now available

Les autres annonces qui vont apporter de la valeur dans nos architectures :

BedRock

• Stable Diffusion XL 1.0 foundation model from Stability AI is now generally available in Amazon Bedrock
• Amazon Titan Image Generator foundation model in Amazon Bedrock now available in preview
• Llama 2 70B foundation model from Meta is now available in Amazon Bedrock
• Claude 2.1 foundation model from Anthropic is now generally available in Amazon Bedrock
• Evaluate, compare, and select the best FMs for your use case in Amazon Bedrock (Preview)
• Amazon Bedrock now supports batch inference
• Amazon Titan Text models—Express and Lite—now generally available in Amazon Bedrock

Amazon SageMaker

• Amazon SageMaker Clarify now supports foundation model (FM) evaluations in preview
• SageMaker now provides improved SDK tooling and UX for model deployment
• Announcing smart sifting of data for Amazon SageMaker Model Training in preview
• Announcing Amazon SageMaker HyperPod, a purpose-built infrastructure for distributed training at scale
• Amazon SageMaker launches new inference capabilities to reduce costs and latency
• Amazon SageMaker Pipelines now provide a simplified developer experience for AI/ML workflows
• Leverage FMs for business analysis at scale with Amazon SageMaker Canvas
• Announcing API support for creating Amazon SageMaker Notebook jobs

Database

• Amazon Neptune Analytics is now generally available
• AWS announces vector search for Amazon MemoryDB for Redis (Preview)

Analytics

• AWS Clean Rooms Differential Privacy is now available in preview
• Vector engine for Amazon OpenSearch Serverless now generally available

Amazon Redshift

• Amazon Redshift now supports metadata security to simplify multi-tenant applications
• Amazon Redshift announces general availability of support for Apache Iceberg
• Announcing enhanced manageability and usability features for Amazon Redshift Serverless
• Amazon Redshift announces general availability of row-level security enhancements
• Amazon Q generative SQL is now available in Amazon Redshift Query Editor (preview)

Autre

• Announcing SaaS Quick Launch for AWS Marketplace