Remove AWS Remove Lambda Remove System Architecture
article thumbnail

Creating asynchronous AI agents with Amazon Bedrock

AWS Machine Learning - AI

Agent broker methodology Following an agent broker pattern, the system is still fundamentally event-driven, with actions triggered by the arrival of messages. New agents can be added to handle specific types of messages without changing the overall system architecture.

article thumbnail

Build an AI-powered document processing platform with open source NER model and LLM on Amazon SageMaker

AWS Machine Learning - AI

Solution overview The NER & LLM Gen AI Application is a document processing solution built on AWS that combines NER and LLMs to automate document analysis at scale. The system then orchestrates the creation of necessary model endpoints, processes documents in batches for efficiency, and automatically cleans up resources upon completion.

article thumbnail

Automating product description generation with Amazon Bedrock

AWS Machine Learning - AI

This solution is available in the AWS Solutions Library. The system architecture comprises several core components: UI portal – This is the user interface (UI) designed for vendors to upload product images. AWS LambdaAWS Lambda provides serverless compute for processing.

eCommerce 115
article thumbnail

How Vidmob is using generative AI to transform its creative data landscape

AWS Machine Learning - AI

In this post, we illustrate how Vidmob , a creative data company, worked with the AWS Generative AI Innovation Center (GenAIIC) team to uncover meaningful insights at scale within creative data using Amazon Bedrock. The chatbot built by AWS GenAIIC would take in this tag data and retrieve insights.

article thumbnail

The Ultimate Guide to Hiring an Offshore Java Development Team

Mobilunity

Java Developer Expertise: Key Skills and Requirements The expertise of seasoned Java-oriented specialists extends beyond coding, encompassing a variety of areas including system architecture, performance optimization, security measures, and more. Lets review them in detail in the table below.

UI/UX 40
article thumbnail

Grown-Up Lean

LeanEssays

Once Amazon figured out how to make this all work (which took years), it leveraged the knowledge by selling its internal services under the brand AWS (Amazon Web Services). In 2018 AWS was a $25 billion / year business, growing at very fast clip. At AWS (Amazon Web Services), the most important thing to learn is WHAT to build.

article thumbnail

Migrating a 100K requests-per-minute production from AWS Elastic Beanstalk to ECS

ProdOps

To date, the AWS ECS team still hasn’t released a good solution to scaling down the ECS underlying infrastructure. How : To quickly set and spin multi region requests load test we used Goad that is utilizing a multi-lambda setup to quickly facilitate any scale of load. Instances on AWS sometimes just die. Sudden Death ?—?Instances

AWS 40