GenAI News
Customize Amazon Nova models to improve tool usage
Modern large language models (LLMs) excel in language processing but are limited by their static training data. However, as industries require more adaptive, decision-making...
Evaluate Amazon Bedrock Agents with Ragas and LLM-as-a-judge
AI agents are quickly becoming an integral part of customer workflows across industries by automating complex tasks, enhancing decision-making, and streamlining operations. However, the...
Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency,...
This blog post is co-written with Renuka Kumar and Thomas Matthew from Cisco.
Enterprise data by its very nature spans diverse data domains, such as...
Combine keyword and semantic search for text and images using Amazon...
Customers today expect to find products quickly and efficiently through intuitive search functionality. A seamless search journey not only enhances the overall user experience,...
AWS Field Experience reduced cost and delivered low latency and high...
AWS Field Experience (AFX) empowers Amazon Web Services (AWS) sales teams with generative AI solutions built on Amazon Bedrock, improving how AWS sellers and...
Protect sensitive data in RAG applications with Amazon Bedrock
Retrieval Augmented Generation (RAG) applications have become increasingly popular due to their ability to enhance generative AI tasks with contextually relevant information. Implementing RAG-based...
Build an AI-powered document processing platform with open source NER model...
Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors...
How Infosys improved accessibility for Event Knowledge using Amazon Nova Pro,...
This post is co-written with Saibal Samaddar, Tanushree Halder, and Lokesh Joshi from Infosys Consulting.
Critical insights and expertise are concentrated among thought leaders and...
Use Amazon Bedrock Intelligent Prompt Routing for cost and latency benefits
In December, we announced the preview availability for Amazon Bedrock Intelligent Prompt Routing, which provides a single serverless endpoint to efficiently route requests between different...
Accuracy evaluation framework for Amazon Q Business – Part 2
In the first post of this series, we introduced a comprehensive evaluation framework for Amazon Q Business, a fully managed Retrieval Augmented Generation (RAG)...
