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Generative AI Robotic Content Articles

Unlock multimodal search at scale: Combine text & image power with Vertex AI
Jan 15, 2025
5 min

Unlock multimodal search at scale: Combine text & image power with Vertex AI

The way users search is evolving. When searching for a product, users might type in natural-sounding language or search with images. In return, they want tailor
Announcing Mistral AI’s Mistral Large 24.11 and Codestral 25.01 models on Vertex AI
Jan 14, 2025
3 min

Announcing Mistral AI’s Mistral Large 24.11 and Codestral 25.01 models on Vertex AI

Editor’s note: This announcement was originally published on November 21, 2024, announcing the general availability of Mistral Large 24.11 on Vertex AI . This a
How BQA streamlines education quality reporting using Amazon Bedrock
Jan 14, 2025
9 min

How BQA streamlines education quality reporting using Amazon Bedrock

Given the value of data today, organizations across various industries are working with vast amounts of data across multiple formats. Manually reviewing and pro
Empowering retailers with AI for commerce, marketing, supply chains, and more
Jan 13, 2025
6 min

Empowering retailers with AI for commerce, marketing, supply chains, and more

Google Cloud’s mission is to accelerate every organization’s ability to digitally transform its business and industry — and a key part of doing that is with our
Build an Amazon Bedrock based digital lending solution on AWS
Jan 10, 2025
18 min

Build an Amazon Bedrock based digital lending solution on AWS

Digital lending is a critical business enabler for banks and financial institutions. Customers apply for a loan online after completing the know your customer (
Introducing Vertex AI RAG Engine: Scale your Vertex AI RAG pipeline with confidence
Jan 10, 2025
6 min

Introducing Vertex AI RAG Engine: Scale your Vertex AI RAG pipeline with confidence

Closing the gap between impressive model demos and real-world performance is crucial for successfully deploying generative AI for enterprise. Despite the incred
Distributed data preprocessing with GKE and Ray: Scaling for the enterprise
Jan 9, 2025
5 min

Distributed data preprocessing with GKE and Ray: Scaling for the enterprise

The exponential growth of machine learning models brings with it ever-increasing datasets. This data deluge creates a significant bottleneck in the Machine Lear
Unlock cost-effective AI inference using Amazon Bedrock serverless capabilities with an Amazon SageMaker trained model
Jan 9, 2025
6 min

Unlock cost-effective AI inference using Amazon Bedrock serverless capabilities with an Amazon SageMaker trained model

In this post, I’ll show you how to use Amazon Bedrock —with its fully managed, on-demand API—with your Amazon SageMaker trained or fine-tuned model. Amazon Bedr
Supervised Fine Tuning for Gemini: A best practices guide
Jan 8, 2025
14 min

Supervised Fine Tuning for Gemini: A best practices guide

Foundation models such as Gemini have revolutionized how we work, but sometimes they need guidance to excel at specific business tasks. Perhaps their answers ar
Efficiently build and tune custom log anomaly detection models with Amazon SageMaker
Jan 7, 2025
19 min

Efficiently build and tune custom log anomaly detection models with Amazon SageMaker

In this post, we walk you through the process to build an automated mechanism using Amazon SageMaker to process your log data, run training iterations over it t
The PyTorch developer's guide to JAX fundamentals
Jan 7, 2025
11 min

The PyTorch developer's guide to JAX fundamentals

Like many PyTorch users, you may have heard great things about JAX — its high performance, the elegance of its functional programming approach, and its powerful
Title Launch Observability at Netflix Scale
Jan 7, 2025
7 min

Title Launch Observability at Netflix Scale

Part 2: Navigating Ambiguity By: Varun Khaitan With special thanks to my stunning colleagues: Mallika Rao , Esmir Mesic , Hugo Marques Building on the foundatio
Part 2: A Survey of Analytics Engineering Work at Netflix
Jan 3, 2025
10 min

Part 2: A Survey of Analytics Engineering Work at Netflix

This article is the second in a multi-part series sharing a breadth of Analytics Engineering work at Netflix, recently presented as part of our annual internal
Telegram Chatbots: Are They a Good Fit for Your Business?
Jan 1, 2025
6 min

Telegram Chatbots: Are They a Good Fit for Your Business?

Telegram chatbots are rapidly gaining traction, with over 1.5 million bots already created. As one of the fastest-growing messaging platforms, Telegram boasts a
Have You Heard? 5 AI Podcast Episodes Listeners Loved in 2024
Dec 31, 2024
3 min

Have You Heard? 5 AI Podcast Episodes Listeners Loved in 2024

NVIDIA’s AI Podcast gives listeners the inside scoop on the ways AI is transforming nearly every industry. Since the show’s debut in 2016, it’s garnered more th
Optimizing costs of generative AI applications on AWS
Dec 27, 2024
20 min

Optimizing costs of generative AI applications on AWS

The report The economic potential of generative AI: The next productivity frontier , published by McKinsey & Company, estimates that generative AI could add
PEFT fine tuning of Llama 3 on SageMaker HyperPod with AWS Trainium
Dec 25, 2024
21 min

PEFT fine tuning of Llama 3 on SageMaker HyperPod with AWS Trainium

Training large language models (LLMs) models has become a significant expense for businesses. For many use cases, companies are looking to use LLM foundation mo
Using transcription confidence scores to improve slot filling in Amazon Lex
Dec 24, 2024
8 min

Using transcription confidence scores to improve slot filling in Amazon Lex

When building voice-enabled chatbots with Amazon Lex , one of the biggest challenges is accurately capturing user speech input for slot values. For example, whe
Can "Safe AI" Companies Survive in an Unrestrained AI Landscape?
Dec 22, 2024
9 min

Can "Safe AI" Companies Survive in an Unrestrained AI Landscape?

TL;DR A conversation with 4o about the potential demise of companies like Anthropic. As artificial intelligence (AI) continues to advance, the landscape is beco