Tag: faang

This post provides the theoretical foundation and practical insights needed to navigate the complexities of LLM development on Amazon SageMaker AI, helping organizations make optimal choices for their specific use cases, resource constraints, and business objectives. We also address the three fundamental aspects of LLM development: the core lifecycle stages, the spectrum of fine-tuning methodologies, …

Read more “Advanced fine-tuning methods on Amazon SageMaker AI”

Editor’s note: The Jina AI Reader is a specialized tool that transforms raw web content from URLs or local files into a clean, structured, and LLM-friendly format.  In this post, Han Xiao details how Cloud Run empowers Jina AI to build a secure, reliable, and massively scalable web scraping system that remains economically viable. This …

Read more “How Jina AI built its 100-billion-token web grounding system with Cloud Run GPUs”

Ceramics — the humble mix of earth, fire and artistry — have been part of a global conversation for millennia. From Tang Dynasty trade routes to Renaissance palaces, from museum vitrines to high-stakes auction floors, they’ve carried culture across borders, evolving into status symbols, commodities and pieces of contested history. Their value has been shaped …

Read more “A Gaming GPU Helps Crack the Code on a Thousand-Year Cultural Conversation”

By Eugene Yemelyanau, Jake Grice Introduction Tudum.com is Netflix’s official fan destination, enabling fans to dive deeper into their favorite Netflix shows and movies. Tudum offers exclusive first-looks, behind-the-scenes content, talent interviews, live events, guides, and interactive experiences. “Tudum” is named after the sonic ID you hear when pressing play on a Netflix show or movie. …

Read more “Netflix Tudum Architecture: from CQRS with Kafka to CQRS with RAW Hollow”

As AI models become increasingly sophisticated and specialized, the ability to quickly train and customize models can mean the difference between industry leadership and falling behind. That is why hundreds of thousands of customers use the fully managed infrastructure, tools, and workflows of Amazon SageMaker AI to scale and advance AI model development. Since launching …

Read more “New capabilities in Amazon SageMaker AI continue to transform how organizations develop AI models”

Imagine a system that can explore multiple approaches to complex problems, drawing on its understanding of vast amounts of data, from scientific datasets to source code to business documents, and reasoning through the possibilities in real time. This lightning-fast reasoning isn’t waiting on the horizon. It’s happening today in our customers’ AI production environments. The …

Read more “AWS AI infrastructure with NVIDIA Blackwell: Two powerful compute solutions for the next frontier of AI”

AI is making it easier than ever to get clear, reliable answers from your data. With intelligent tools like the Conversational Analytics API, powered by Gemini, you no longer need intricate systems to get insights. The Conversational Analytics API lets you use everyday language to ask questions of your data in BigQuery or Looker, with …

Read more “How to tap into natural language AI services using the Conversational Analytics API”

Today, we’re excited to announce a significant improvement to the developer experience of Amazon Bedrock: API keys. API keys provide quick access to the Amazon Bedrock APIs, streamlining the authentication process so that developers can focus on building rather than configuration. CamelAI is an open-source, modular framework for building intelligent multi-agent systems for data generation, …

Read more “Accelerate AI development with Amazon Bedrock API keys”