Design secure generative AI application workflows with Amazon Verified Permissions and Amazon Bedrock Agents

Favorite Amazon Bedrock Agents enable generative AI applications to perform multistep tasks across various company systems and data sources. They orchestrate and analyze the tasks and break them down into the correct logical sequences using the reasoning abilities of the foundation model (FM). Agents automatically call the necessary APIs to

Read More
Shared by AWS Machine Learning October 15, 2024

Dive deep into vector data stores using Amazon Bedrock Knowledge Bases

Favorite Customers across all industries are experimenting with generative AI to accelerate and improve business outcomes. Generative AI is used in various use cases, such as content creation, personalization, intelligent assistants, questions and answers, summarization, automation, cost-efficiencies, productivity improvement assistants, customization, innovation, and more. Generative AI solutions often use Retrieval

Read More
Shared by AWS Machine Learning October 12, 2024

Improve LLM application robustness with Amazon Bedrock Guardrails and Amazon Bedrock Agents

Favorite Agentic workflows are a fresh new perspective in building dynamic and complex business use case-based workflows with the help of large language models (LLMs) as their reasoning engine. These agentic workflows decompose the natural language query-based tasks into multiple actionable steps with iterative feedback loops and self-reflection to produce

Read More
Shared by AWS Machine Learning October 12, 2024

Boost productivity by using AI in cloud operational health management

Favorite Modern organizations increasingly depend on robust cloud infrastructure to provide business continuity and operational efficiency. Operational health events – including operational issues, software lifecycle notifications, and more – serve as critical inputs to cloud operations management. Inefficiencies in handling these events can lead to unplanned downtime, unnecessary costs, and

Read More
Shared by AWS Machine Learning October 12, 2024

Scaling Rufus, the Amazon generative AI-powered conversational shopping assistant with over 80,000 AWS Inferentia and AWS Trainium chips, for Prime Day

Favorite Amazon Rufus is a shopping assistant experience powered by generative AI. It generates answers using relevant information from across Amazon and the web to help Amazon customers make better, more informed shopping decisions. With Rufus, customers can shop alongside a generative AI-powered expert that knows Amazon’s selection inside and

Read More
Shared by AWS Machine Learning October 11, 2024