Build a self-service digital assistant using Amazon Lex and Knowledge Bases for Amazon Bedrock

Organizations strive to implement efficient, scalable, cost-effective, and automated customer support solutions without compromising the customer experience. Generative artificial intelligence (AI)-powered chatbots play a crucial role in delivering human-like interactions by providing responses from a knowledge base without the involvement of live agents. These chatbots can be efficiently utilized for handling generic inquiries, freeing up … Read more

Identify idle endpoints in Amazon SageMaker

Amazon SageMaker is a machine learning (ML) platform designed to simplify the process of building, training, deploying, and managing ML models at scale. With a comprehensive suite of tools and services, SageMaker offers developers and data scientists the resources they need to accelerate the development and deployment of ML solutions. In today’s fast-paced technological landscape, … Read more

Indian language RAG with Cohere multilingual embeddings and Anthropic Claude 3 on Amazon Bedrock

Media and entertainment companies serve multilingual audiences with a wide range of content catering to diverse audience segments. These enterprises have access to massive amounts of data collected over their many years of operations. Much of this data is unstructured text and images. Conventional approaches to analyzing unstructured data for generating new content rely on … Read more

Apple already considers the first HomePod ‘vintage’

Photo by James Bareham / The Verge Apple says the iPhone X, first-generation AirPods, and first-generation HomePod are now considered “vintage,” as reported by MacRumors. So, if you own a first-generation HomePod — or multiple, like the person I sold my HomePod to in 2022 — it might sting to hear that Apple already considers … Read more