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Recordings of business meetings, interviews, and customer interactions have become essential for preserving important information. However, transcribing and summarizing these recordings manually is often time-consuming and labor-intensive. With the progress in generative AI and automatic speech recognition (ASR), automated solutions have emerged to make this process faster and more efficient. Protecting personally identifiable information (PII) …

Build a serverless audio summarization solution with Amazon Bedrock and Whisper Read More »

As companies and individual users deal with constantly growing amounts of video content, the ability to perform low-effort search to retrieve videos or video segments using natural language becomes increasingly valuable. Semantic video search offers a powerful solution to this problem, so users can search for relevant video content based on textual queries or descriptions. …

Implement semantic video search using open source large vision models on Amazon SageMaker and Amazon OpenSearch Serverless Read More »

GPUs are a precious resource; they are both short in supply and much more costly than traditional CPUs. They are also highly adaptable to many different use cases. Organizations building or adopting generative AI use GPUs to run simulations, run inference (both for internal or external usage), build agentic workloads, and run data scientists’ experiments. …

Multi-account support for Amazon SageMaker HyperPod task governance Read More »

Businesses rely on precise, real-time insights to make critical decisions. However, enabling non-technical users to access proprietary or organizational data without technical expertise remains a challenge. Text-to-SQL bridges this gap by generating precise, schema-specific queries that empower faster decision-making and foster a data-driven culture. The problem lies in obtaining deterministic answers—precise, consistent results needed for …

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

Today, we’re starting to roll out interactive chart visualizations in AI Mode in Labs to help bring financial data to life for questions on stocks and mutual funds.Now, … ​ 

Here are Google’s latest AI updates from May 2025 ​ 

AI Mode is our most powerful AI search, which we’re rolling out to everyone in the U.S. Here’s how we brought it to life (and to your fingertips). ​ 

Our first Portrait features Kim Scott, bestselling author of “Radical Candor.” ​ 

This post is co-written with Qing Chen and Mark Sinclair from Radial. Radial is the largest 3PL fulfillment provider, also offering integrated payment, fraud detection, and omnichannel solutions to mid-market and enterprise brands. With over 30 years of industry expertise, Radial tailors its services and solutions to align strategically with each brand’s unique needs. Radial …

Modernize and migrate on-premises fraud detection machine learning workflows to Amazon SageMaker Read More »

For an AI model to perform effectively in specialized domains, it requires access to relevant background knowledge. A customer support chat assistant, for instance, needs detailed information about the business it serves, and a legal analysis tool must draw upon a comprehensive database of past cases. To equip large language models (LLMs) with this knowledge, …

Contextual retrieval in Anthropic using Amazon Bedrock Knowledge Bases Read More »