ai/ml

Build a generative AI image description application with Anthropic’s Claude 3.5 Sonnet on Amazon Bedrock and AWS CDK

Generating image descriptions is a common requirement for applications across many industries. One common use case is tagging images with…

1 year ago

Don’t Miss Out on ROI of Conversational AI — Your Secret Weapon for Profitability

Don’t Miss Out on ROI of Conversational AI — Your Secret Weapon for ProfitabilityContact centers are in crisis. Skyrocketing customer expectations were…

1 year ago

Optimizing Byte-level Representation for End-to-End ASR

In this paper, we propose an algorithm to optimize a byte-level representation for end-to-end (E2E) automatic speech recognition (ASR). Byte-level…

1 year ago

Best practices for prompt engineering with Meta Llama 3 for Text-to-SQL use cases

With the rapid growth of generative artificial intelligence (AI), many AWS customers are looking to take advantage of publicly available…

1 year ago

GenOps: learning from the world of microservices and traditional DevOps

Who is supposed to manage generative AI applications? While AI-related ownership often lands with data teams, we're seeing requirements specific…

1 year ago

Apple Workshop on Privacy-Preserving Machine Learning 2024

At Apple, we believe privacy is a fundamental human right. It’s also one of our core values, influencing both our…

1 year ago

Accelerate Generative AI Inference with NVIDIA NIM Microservices on Amazon SageMaker

This post is co-written with Eliuth Triana, Abhishek Sawarkar, Jiahong Liu, Kshitiz Gupta, JR Morgan and Deepika Padmanabhan from NVIDIA. …

1 year ago

A developer’s guide to getting started with Imagen 3 on Vertex AI

Over the past few months, early users put Imagen 3 on Vertex AI through its paces and shared valuable insights…

1 year ago

Top 10 Benefits of Integrating a Chatbot in Call Center

As a customer service leader, you know how important it is to provide the best service when someone interacts with…

1 year ago

Recommending for Long-Term Member Satisfaction at Netflix

By Jiangwei Pan, Gary Tang, Henry Wang, and Justin BasilicoIntroductionOur mission at Netflix is to entertain the world. Our personalization algorithms…

1 year ago