AWS News Blog
Category: Database
Build RAG applications with MongoDB Atlas, now available in Knowledge Bases for Amazon Bedrock
Foundational models (FMs) are trained on large volumes of data and use billions of parameters. However, in order to answer customers’ questions related to domain-specific private data, they need to reference an authoritative knowledge base outside of the model’s training data sources. This is commonly achieved using a technique known as Retrieval Augmented Generation (RAG). […]
AWS Weekly Roundup: Amazon EC2 G6 instances, Mistral Large on Amazon Bedrock, AWS Deadline Cloud, and more (April 8, 2024)
We’re just two days away from AWS Summit Sydney (April 10–11) and a month away from the AWS Summit season in Southeast Asia, starting with the AWS Summit Singapore (May 7) and the AWS Summit Bangkok (May 30). If you happen to be in Sydney, Singapore, or Bangkok around those dates, please join us. Last […]
AWS Weekly Roundup — Savings Plans, Amazon DynamoDB, AWS CodeArtifact, and more — March 25, 2024
AWS Summit season is starting! I’m happy I will meet our customers, partners, and the press next week at the AWS Summit Paris and the week after at the AWS Summit Amsterdam. I’ll show you how mobile application developers can use generative artificial intelligence (AI) to boost their productivity. Be sure to stop by and […]
Run and manage open source InfluxDB databases with Amazon Timestream
Starting today, you can use InfluxDB as a database engine in Amazon Timestream. This support makes it easy for you to run near real-time time-series applications using InfluxDB and open source APIs, including open source Telegraf agents that collect time-series observations. Now you have two database engines to choose in Timestream: Timestream for LiveAnalytics and […]
Amazon RDS now supports io2 Block Express volumes for mission-critical database workloads
March 7, 2024: Post updated to change GB to GiB. March 8, 2024: Post updated to reflect correct region availability. Today, I am pleased to announce the availability of Provisioned IOPS (PIOPS) io2 Block Express storage volumes for all database engines in Amazon Relational Database Service (Amazon RDS). Amazon RDS provides you the flexibility to […]
Knowledge Bases for Amazon Bedrock now supports Amazon Aurora PostgreSQL and Cohere embedding models
During AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for Retrieval Augmented Generation (RAG). In my previous post, I described how Knowledge Bases for Amazon Bedrock manages the end-to-end RAG workflow […]
AWS Weekly Roundup — AWS Step Functions, Amazon ECS, Amazon EKS, Amazon LightSail, Amazon VPC, and more — January 29, 2024
This past week our service teams continue to innovate on your behalf, and a lot has happened in the Amazon Web Services (AWS) universe. I’ll also share about all the AWS Community events and initiatives that are happening around the world. Let’s dive in! Last week’s launches Here are some launches that got my attention: […]
AWS Weekly Roundup — Amazon ECS, RDS for MySQL, EMR Studio, AWS Community, and more — January 22, 2024
As usual, a lot has happened in the Amazon Web Services (AWS) universe this past week. I’m also excited about all the AWS Community events and initiatives that are happening around the world. Let’s take a look together! Last week’s launches Here are some launches that got my attention: Amazon Elastic Container Service (Amazon ECS) […]