AWS Machine Learning - AI

JULY 10, 2024

Now that you understand the concepts for semantic and hierarchical chunking, in case you want to have more flexibility, you can use a Lambda function for adding custom processing logic to chunks such as metadata processing or defining your custom logic for chunking. Make sure to create the Lambda layer for the specific open source framework.

Knowledge Base 126

Knowledge Base Artificial Inteligence Lambda Applications 126

AWS Machine Learning - AI

JULY 3, 2024

The solution has been designed using the following services: Amazon Elastic Container Service (ECS) : to deploy and manage our Streamlit UI. Amazon Lambda : to run the backend code, which encompasses the generative logic. In step 5, the lambda function triggers the Amazon Textract to parse and extract data from pdf documents.

Artificial Inteligence 121

Artificial Inteligence Generative AI Lambda Healthcare 121

AWS Machine Learning - AI

JULY 15, 2024

S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves. The inference pipeline is powered by an AWS Lambda -based multi-step architecture, which maximizes cost-efficiency and elasticity by running independent image analysis steps in parallel.

Generative AI 119

Generative AI Artificial Inteligence AWS Technical Review 119

Confluent

FEBRUARY 27, 2019

Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., The key to event-first systems design is understanding that a series of events captures behavior.

Serverless 109

Serverless Lambda AWS Systems Review 109

Xebia

AUGUST 29, 2023

It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead. Integration with AWS Services: AWS Batch seamlessly integrates with other AWS services, such as Amazon S3, AWS Lambda, and Amazon DynamoDB. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

AWS Machine Learning - AI

AUGUST 26, 2024

This modular structure provides a scalable foundation for deploying a broad range of AI-powered use cases, beginning with Account Summaries. Key components include asynchronous processing to manage response times, a multi-tiered approach to handling requests, and strategic use of services like AWS Lambda and Amazon DynamoDB.

Generative AI 120

Generative AI AWS Artificial Inteligence Technical Review 120

AWS Machine Learning - AI

SEPTEMBER 30, 2024

Explore the Custom Model Import feature for Amazon Bedrock to deploy FMs fine-tuned for code generation tasks in a secure and scalable manner. He specializes in generative AI, artificial intelligence, machine learning, and system design. About the Authors Jay Pillai is a Principal Solutions Architect at Amazon Web Services.

Artificial Inteligence 84

Artificial Inteligence Generative AI AWS Software Review 84