Artificial Intelligence

Building a Multimodal Search Pipeline to Query Video Footage Scene-by-Scene with Gemini Embedding 2

Building a Multimodal Search Pipeline to Query Video Footage Scene-by-Scene with Gemini Embedding 2

Building a Multimodal Search Pipeline to Query Video Footage Scene-by-Scene with Gemini Embedding 2

Deven Goratela 31 March 2026

Here is a scenario known by virtually every professional video team. You are sitting on a massive...

Introducing Amazon Polly Bidirectional Streaming: Real-time speech synthesis for conversational AI

Introducing Amazon Polly Bidirectional Streaming: Real-time speech synthesis for conversational AI

Introducing Amazon Polly Bidirectional Streaming: Real-time speech synthesis for conversational AI

Deven Goratela 30 March 2026

Building natural conversational experiences requires speech synthesis that keeps pace with real-time interactions. Today, we’re excited to...

Accelerating LLM fine-tuning with unstructured data using SageMaker Unified Studio and S3

Accelerating LLM fine-tuning with unstructured data using SageMaker Unified Studio and S3

Accelerating LLM fine-tuning with unstructured data using SageMaker Unified Studio and S3

Deven Goratela 29 March 2026

Last year, AWS announced an integration between Amazon SageMaker Unified Studio and Amazon S3 general purpose buckets....

Run Generative AI inference with Amazon Bedrock in Asia Pacific (New Zealand)

Run Generative AI inference with Amazon Bedrock in Asia Pacific (New Zealand)

Run Generative AI inference with Amazon Bedrock in Asia Pacific (New Zealand)

Deven Goratela 28 March 2026

Kia ora! Customers in New Zealand have been asking for access to foundation models (FMs) on Amazon...

Accelerating custom entity recognition with Claude tool use in Amazon Bedrock

Accelerating custom entity recognition with Claude tool use in Amazon Bedrock

Accelerating custom entity recognition with Claude tool use in Amazon Bedrock

Deven Goratela 25 March 2026

Businesses across industries face a common challenge: how to efficiently extract valuable information from vast amounts of...

Build Multi-Agent AI System with Gemini 3.1 + Google Cloud: Single Bot -> Orchestrated Intelligence

Build Multi-Agent AI System with Gemini 3.1 + Google Cloud: Single Bot -> Orchestrated Intelligence

Build Multi-Agent AI System with Gemini 3.1 + Google Cloud: Single Bot -> Orchestrated Intelligence

Deven Goratela 23 March 2026

Building a Multi-Agent AI System with Gemini 3 and Google Cloud: From Single Agent to Orchestrated Intelligence...

Introducing V-RAG: revolutionizing AI-powered video production with Retrieval Augmented Generation

Introducing V-RAG: revolutionizing AI-powered video production with Retrieval Augmented Generation

Introducing V-RAG: revolutionizing AI-powered video production with Retrieval Augmented Generation

Deven Goratela 22 March 2026

A key development in generative AI is AI-powered video generation. Before AI, creating dynamic video content required...

Use RAG for video generation using Amazon Bedrock and Amazon Nova Reel

Use RAG for video generation using Amazon Bedrock and Amazon Nova Reel

Use RAG for video generation using Amazon Bedrock and Amazon Nova Reel

Deven Goratela 21 March 2026

Generating high-quality custom videos remains a significant challenge, because video generation models are limited to their pre-trained...

Run NVIDIA Nemotron 3 Super on Amazon Bedrock

Run NVIDIA Nemotron 3 Super on Amazon Bedrock

Run NVIDIA Nemotron 3 Super on Amazon Bedrock

Deven Goratela 20 March 2026

Nemotron 3 Super is now available as a fully managed and serverless model on Amazon Bedrock, joining...

AWS AI League: Atos fine-tunes approach to AI education

AWS AI League: Atos fine-tunes approach to AI education

AWS AI League: Atos fine-tunes approach to AI education

Deven Goratela 18 March 2026

This post is co-written with Mark Ross from Atos. Organizations pursuing AI transformation can face a familiar...