AI

Orchestrate an intelligent document processing workflow using tools in Amazon Bedrock

Generative AI is revolutionizing enterprise automation, enabling AI systems to understand context, make decisions, and act independently. Generative AI foundation models (FMs), with their ability to understand context and make decisions, are becoming powerful partners in solving sophisticated business problems. At AWS, we’re using the power of models in Amazon Bedrock to drive automation of […]

Orchestrate an intelligent document processing workflow using tools in Amazon Bedrock Read More »

Reducing hallucinations in LLM agents with a verified semantic cache using Amazon Bedrock Knowledge Bases

Large language models (LLMs) excel at generating human-like text but face a critical challenge: hallucination—producing responses that sound convincing but are factually incorrect. While these models are trained on vast amounts of generic data, they often lack the organization-specific context and up-to-date information needed for accurate responses in business settings. Retrieval Augmented Generation (RAG) techniques

Reducing hallucinations in LLM agents with a verified semantic cache using Amazon Bedrock Knowledge Bases Read More »

LLM continuous self-instruct fine-tuning framework powered by a compound AI system on Amazon SageMaker

Fine-tuning a pre-trained large language model (LLM) allows users to customize the model to perform better on domain-specific tasks or align more closely with human preferences. It is a continuous process to keep the fine-tuned model accurate and effective in changing environments, to adapt to the data distribution shift (concept drift) and prevent performance degradation

LLM continuous self-instruct fine-tuning framework powered by a compound AI system on Amazon SageMaker Read More »

Maximize your file server data’s potential by using Amazon Q Business on Amazon FSx for Windows

Organizations need efficient ways to access and analyze their enterprise data. Amazon Q Business addresses this need as a fully managed generative AI-powered assistant that helps you find information, generate content, and complete tasks using enterprise data. It provides immediate, relevant information while streamlining tasks and accelerating problem-solving. Amazon FSx for Windows File Server is

Maximize your file server data’s potential by using Amazon Q Business on Amazon FSx for Windows Read More »

AI system predicts protein fragments that can bind to or inhibit a target

All biological function is dependent on how different proteins interact with each other. Protein-protein interactions facilitate everything from transcribing DNA and controlling cell division to higher-level functions in complex organisms. Much remains unclear, however, about how these functions are orchestrated on the molecular level, and how proteins interact with each other — either with other

AI system predicts protein fragments that can bind to or inhibit a target Read More »

Generate synthetic counterparty (CR) risk data with generative AI using Amazon Bedrock LLMs and RAG

Data is the lifeblood of modern applications, driving everything from application testing to machine learning (ML) model training and evaluation. As data demands continue to surge, the emergence of generative AI models presents an innovative solution. These large language models (LLMs), trained on expansive data corpora, possess the remarkable capability to generate new content across

Generate synthetic counterparty (CR) risk data with generative AI using Amazon Bedrock LLMs and RAG Read More »

Turbocharging premium audit capabilities with the power of generative AI: Verisk’s journey toward a sophisticated conversational chat platform to enhance customer support

This post is co-written with Sajin Jacob, Jerry Chen, Siddarth Mohanram, Luis Barbier, Kristen Chenowith, and Michelle Stahl from Verisk. Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. Through advanced analytics, software, research, and industry expertise across more than 20 countries, Verisk helps build resilience for individuals,

Turbocharging premium audit capabilities with the power of generative AI: Verisk’s journey toward a sophisticated conversational chat platform to enhance customer support Read More »