Artificial Intelligence

Category: Amazon Nova

Diagram illustrates the solution architecture of Amazon Nova Sonic

Build real-time conversational AI experiences using Amazon Nova Sonic and LiveKit

mazon Nova Sonic is now integrated with LiveKit’s WebRTC framework, a widely used platform that enables developers to build real-time audio, video, and data communication applications. This integration makes it possible for developers to build conversational voice interfaces without needing to manage complex audio pipelines or signaling protocols. In this post, we explain how this integration works, how it addresses the historical challenges of voice-first applications, and some initial steps to start using this solution.

How INRIX accelerates transportation planning with Amazon Bedrock

INRIX pioneered the use of GPS data from connected vehicles for transportation intelligence. In this post, we partnered with Amazon Web Services (AWS) customer INRIX to demonstrate how Amazon Bedrock can be used to determine the best countermeasures for specific city locations using rich transportation data and how such countermeasures can be automatically visualized in street view images. This approach allows for significant planning acceleration compared to traditional approaches using conceptual drawings.

AWS claims summarization workflow diagram integrating data preprocessing, queuing, AI processing, and storage services

Driving cost-efficiency and speed in claims data processing with Amazon Nova Micro and Amazon Nova Lite

In this post, we shared how an internal technology team at Amazon evaluated Amazon Nova models, resulting in notable improvements in inference speed and cost-efficiency.

Build an agentic multimodal AI assistant with Amazon Nova and Amazon Bedrock Data Automation

In this post, we demonstrate how agentic workflow patterns such as Retrieval Augmented Generation (RAG), multi-tool orchestration, and conditional routing with LangGraph enable end-to-end solutions that artificial intelligence and machine learning (AI/ML) developers and enterprise architects can adopt and extend. We walk through an example of a financial management AI assistant that can provide quantitative research and grounded financial advice by analyzing both the earnings call (audio) and the presentation slides (images), along with relevant financial data feeds.

AWS architecture for Netsertive showcasing EKS, Aurora, Bedrock integration with insights management and call reporting workflow

How Netsertive built a scalable AI assistant to extract meaningful insights from real-time data using Amazon Bedrock and Amazon Nova

In this post, we show how Netsertive introduced a generative AI-powered assistant into MLX, using Amazon Bedrock and Amazon Nova, to bring their next generation of the platform to life.

Exploring accessible audio descriptions with Amazon Nova

In this post, we demonstrate how we combined Amazon Nova, Amazon Rekognition, and Amazon Polly to automate the creation of accessible audio descriptions for video content. This approach can significantly reduce the time and cost required to make videos accessible for visually disabled audiences.

Data flow between user, Streamlit app, Amazon Bedrock, and Microsoft SQL Server, illustrating query processing and response generation

Build a Text-to-SQL solution for data consistency in generative AI using Amazon Nova

This post evaluates the key options for querying data using generative AI, discusses their strengths and limitations, and demonstrates why Text-to-SQL is the best choice for deterministic, schema-specific tasks. We show how to effectively use Text-to-SQL using Amazon Nova, a foundation model (FM) available in Amazon Bedrock, to derive precise and reliable answers from your data.