Industries updates

This post was co-written with Jerry Liu from LlamaIndex. Retrieval Augmented Generation (RAG) has emerged as a powerful technique for enhancing the capabilities of large language models (LLMs). By combining the vast knowledge stored in external data sources with the generative power of LLMs, RAG enables you to tackle complex tasks that require both knowledge …

Build powerful RAG pipelines with LlamaIndex and Amazon Bedrock Read More »

As generative artificial intelligence (AI) continues to revolutionize every industry, the importance of effective prompt optimization through prompt engineering techniques has become key to efficiently balancing the quality of outputs, response time, and costs. Prompt engineering refers to the practice of crafting and optimizing inputs to the models by selecting appropriate words, phrases, sentences, punctuation, …

Evaluating prompts at scale with Prompt Management and Prompt Flows for Amazon Bedrock Read More »

Kubernetes is a popular orchestration platform for managing containers. Its scalability and load-balancing capabilities make it ideal for handling the variable workloads typical of machine learning (ML) applications. DevOps engineers often use Kubernetes to manage and scale ML applications, but before an ML model is available, it must be trained and evaluated and, if the …

Deploy Amazon SageMaker pipelines using AWS Controllers for Kubernetes Read More »

Generative artificial intelligence (AI) foundation models (FMs) are gaining popularity with businesses due to their versatility and potential to address a variety of use cases. The true value of FMs is realized when they are adapted for domain specific data. Managing these models across the business and model lifecycle can introduce complexity. As FMs are …

Effectively manage foundation models for generative AI applications with Amazon SageMaker Model Registry Read More »

Many ecommerce applications want to provide their users with a human-like chatbot that guides them to choose the best product as a gift for their loved ones or friends. To enhance the customer experience, the chatbot need to engage in a natural, conversational manner to understand the user’s preferences and requirements, such as the recipient’s …

Build an ecommerce product recommendation chatbot with Amazon Bedrock Agents Read More »

This post is co-written by Danilo Tommasina and Andrei Voinov from Thomson Reuters. Thomson Reuters (TR) is one of the world’s most trusted information organizations for businesses and professionals. TR provides companies with the intelligence, technology, and human expertise they need to find trusted answers, enabling them to make better decisions more quickly. TR’s customers …

How Thomson Reuters Labs achieved AI/ML innovation at pace with AWS MLOps services Read More »

At the first Google.org Impact Summit, we’re announcing new AI tools nonprofits can use to create change.

At the first Google.org Impact Summit, we’re announcing our focus areas for the coming years.

Learn more about the upcoming Video Action Campaign upgrades to Demand Gen and how you can drive better performance with more powerful features.

Learn more about the upcoming Video Action Campaign upgrades to Demand Gen and how you can drive better performance with more powerful features.