Tag: Danilo Poccia

As the weather improves in the Northern hemisphere, there are more opportunities to learn and connect. This week, I’ll be in San Francisco, and we can meet at the Nova Networking Night at the AWS GenAI Loft where we’ll dive into the world of Amazon Nova foundation models (FMs) with live demos and real-world implementations. AWS Pi Day is now a yearly tradition. It started in 2021 as a celebration of the 15th anniversary of Amazon S3. This year, there will be in-depth discussions with AWS product teams on how to build a data foundation for a unified seamless experience, managing and using data for analytics and AI workloads. Join us online to learn about the latest innovations through hands-on…

Many applications need to interact with content available through different modalities. Some of these applications process complex documents, such as insurance claims and medical bills. Mobile apps need to analyze user-generated media. Organizations need to build a semantic index on top of their digital assets that include documents, images, audio, and video files. However, getting insights from unstructured multimodal content is not easy to set up: you have to implement processing pipelines for the different data formats and go through multiple steps to get the information you need. That usually means having multiple models in production for which you have to handle cost optimizations (through fine-tuning and prompt engineering), safeguards (for example, against hallucinations), integrations with the target applications (including…

The week after AWS re:Invent builds on the excitement and energy of the event and is a good time to learn more and understand how the recent announcements can help you solve your challenges. As usual, we have you covered with our top announcements of AWS re:Invent 2024 post. You can now watch keynotes and sessions on the AWS Event YouTube channel. This year Andy Jassy, now President and CEO at Amazon, returned to re:Invent and shared some thoughts in these videos. Drawing on experiences Amazon has had building distributed systems at massive scale, Werner Vogels, VP and CTO at Amazon, shared critical lessons and strategies he has learned for managing complex systems in his keynote. Last week’s launches Here…

Today, Amazon Bedrock introduces four enhancements that streamline how you can analyze data with generative AI: Amazon Bedrock Data Automation (preview) – A fully managed capability of Amazon Bedrock that streamlines the generation of valuable insights from unstructured, multimodal content such as documents, images, audio, and videos. With Amazon Bedrock Data Automation, you can build automated intelligent document processing (IDP), media analysis, and Retrieval-Augmented Generation (RAG) workflows quickly and cost-effectively. Insights include video summaries of key moments, detection of inappropriate image content, automated analysis of complex documents, and much more. You can customize outputs to tailor insights into your specific business needs. Amazon Bedrock Data Automation can be used as a standalone feature or as a parser when setting up…