Blog

The new efficient multi-adapter inference feature of Amazon SageMaker unlocks exciting possibilities for customers using fine-tuned models. This capability integrates with SageMaker inference components to allow you to deploy and manage hundreds of fine-tuned Low-Rank Adaptation (LoRA) adapters through SageMaker APIs. Multi-adapter inference handles the registration of fine-tuned adapters with a base model and dynamically …

Easily deploy and manage hundreds of LoRA adapters with SageMaker efficient multi-adapter inference Read More »

Prompt engineering refers to the practice of writing instructions to get the desired responses from foundation models (FMs). You might have to spend months experimenting and iterating on your prompts, following the best practices for each model, to achieve your desired output. Furthermore, these prompts are specific to a model and task, and performance isn’t …

Improve the performance of your Generative AI applications with Prompt Optimization on Amazon Bedrock Read More »

Enterprises are facing challenges in accessing their data assets scattered across various sources because of increasing complexities in managing vast amount of data. Traditional search methods often fail to provide comprehensive and contextual results, particularly for unstructured data or complex queries. Search solutions in modern big data management must facilitate efficient and accurate search of …

Search enterprise data assets using LLMs backed by knowledge graphs Read More »

Generative AI continues to transform numerous industries and activities, with one such application being the enhancement of chess, a traditional human game, with sophisticated AI and large language models (LLMs). Using the Custom Model Import feature in Amazon Bedrock, you can now create engaging matches between foundation models (FMs) fine-tuned for chess gameplay, combining classical …

Embodied AI Chess with Amazon Bedrock Read More »

Large language models (LLMs) have witnessed an unprecedented surge in popularity, with customers increasingly using publicly available models such as Llama, Stable Diffusion, and Mistral. Across diverse industries—including healthcare, finance, and marketing—organizations are now engaged in pre-training and fine-tuning these increasingly larger LLMs, which often boast billions of parameters and larger input sequence length. Although …

Efficiently train models with large sequence lengths using Amazon SageMaker model parallel Read More »

Generative AI agents are designed to interact with their environment to achieve specific objectives, such as automating repetitive tasks and augmenting human capabilities. By orchestrating multistep workflows that adapt to evolving goals in real time, these agents increase productivity, reduce errors, and deliver more personalized experiences. To manage these complex workflows effectively, agents rely on …

Getting started with Amazon Bedrock Agents custom orchestrator Read More »

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that best suits your use case. With the Amazon Bedrock serverless experience, you can get started quickly, privately customize …

Use Amazon Bedrock Agents for code scanning, optimization, and remediation Read More »

Google has launched the AI Campus in Somers Town, Camden, home to a two-year education pilot aimed to help inspire, inform, and educate local sixth form students in the …

As you may know, November is the month for Microsoft’s largest customer and partner event—Microsoft Ignite. This year, we in the Cost management team, announced key product updates at this event to enable your FinOps journey. Below, you’ll find a summary of these enhancements. We invite you to explore and take full advantage of these …

Microsoft Cost Management updates—November 2024 Read More »

Seamless integration of customer experience, collaboration tools, and relevant data is the foundation for delivering knowledge-based productivity gains. In this post, we show you how to integrate the popular Slack messaging service with AWS generative AI services to build a natural language assistant where business users can ask questions of an unstructured dataset. To demonstrate, …

Create a generative AI assistant with Slack and Amazon Bedrock Read More »