Category: Amazon Machine Learning

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 […]

Happy Lunar New Year! Wishing you a year filled with joy, success, and endless opportunities! May the Year of the Dragon bring uninterrupted connections and limitless growth 🐉 ☁️ In case you missed it, here’s outstanding news you need to know as you plan your year in early 2024. AWS was named as a Leader […]

With all the generative AI announcements at AWS re:invent 2023, I’ve committed to dive deep into this technology and learn as much as I can. If you are too, I’m happy that among other resources available, the AWS community also has a space that I can access for generative AI tools and guides. Last week’s […]

Today we’re previewing a new chat experience for AWS Glue that will let you use natural language to author and troubleshoot data integration jobs. Amazon Q data integration in AWS Glue will reduce the time and effort you need to learn, build, and run data integration jobs using AWS Glue data integration engines. You can […]

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) […]

Happy New Year! Cloud technologies, machine learning, and generative AI have become more accessible, impacting nearly every aspect of our lives. Amazon CTO Dr. Werner Vogels offers four tech predictions for 2024 and beyond: Generative AI becomes culturally aware FemTech finally takes off AI assistants redefine developer productivity Education evolves to match the speed of […]

I’m happy to share that you can now evaluate, compare, and select the best foundation models (FMs) for your use case in Amazon Bedrock. Model Evaluation on Amazon Bedrock is available today in preview. Amazon Bedrock offers a choice of automatic evaluation and human evaluation. You can use automatic evaluation with predefined metrics such as […]

Today, we’re introducing two new Amazon Titan multimodal foundation models (FMs): Amazon Titan Image Generator (preview) and Amazon Titan Multimodal Embeddings. I’m also happy to share that Amazon Titan Text Lite and Amazon Titan Text Express are now generally available in Amazon Bedrock. You can now choose from three available Amazon Titan Text FMs, including […]