Remove Lambda Remove Scalability Remove Software Engineering
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Creating asynchronous AI agents with Amazon Bedrock

AWS Machine Learning - AI

Conversely, asynchronous event-driven systems offer greater flexibility and scalability through their distributed nature. While this approach may introduce more complexity in tracking and debugging workflows, it excels in scenarios requiring high scalability, fault tolerance, and adaptive behavior.

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We are still early with the cloud

Erik Bernhardsson

Infinite scalability. I'm excited for a world where a normal software developer doesn't need to know about CIDR blocks to connect a Lambda with an RDS instance. Building and running software was convoluted enough pre-cloud, and has gotten a lot more complex over the years. I think we might be early though? Lower costs.

Cloud 273
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Dynamic Routing with AWS Lambda@Edge

LaunchDarkly

Not only did TrueCar need to move their domain DNS entries, they also needed to revamp their entire architecture, software, and operational practices. Pure infrastructure changes, like CloudFront and DNS, were usually opaque to business owners and software engineers. Lambda@Edge NodeJS goodness.

Lambda 72
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8 open source companies from YC Demo Day Winter ’22

TechCrunch

What it says it does: Tuva cleans messy healthcare data to help the healthcare industry build scalable data products. Instead of using SQL, Eventual’s query interface is a Lambda function that can be written in the programming language of your choice. Tuva Health. Founded: 2021. Location: Salt Lake City, Utah.

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From “Secondary Storage” To Just “Storage”: A Tale of Lambdas, LZ4, and Garbage Collection

Honeycomb

Enter AWS Lambda. Amazon’s marketing of Lambda focuses on its use cases for data pipelines and as the basis of serverless API backends, but doesn’t dwell on what the service actually is: CPUs on demand, sold in 100ms increments. We use Lambda to accelerate the “secondary” part of secondary storage queries.

Lambda 86
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Accelerating insurance policy reviews with generative AI: Verisk’s Mozart companion

AWS Machine Learning - AI

This action invokes an AWS Lambda function to retrieve the document embeddings from the OpenSearch Service database and present them to Anthropics Claude 3 Sonnet FM, which is accessed through Amazon Bedrock. In the future, Verisk intends to use the Amazon Titan Embeddings V2 model. Tarik Makota is a Sr.

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Cost-effective document classification using the Amazon Titan Multimodal Embeddings Model

AWS Machine Learning - AI

An Amazon S3 object notification event invokes the embedding AWS Lambda function. The Lambda function reads the document image and translates the image into embeddings by calling Amazon Bedrock and using the Amazon Titan Multimodal Embeddings model. The classification Lambda function receives the Amazon S3 object notification.