Lambda Resources Scalability 
AWS Machine Learning - AI
OCTOBER 29, 2024
To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. We walk you through our solution, detailing the core logic of the Lambda functions. Amazon S3 invokes the {stack_name}-create-batch-queue-{AWS-Region} Lambda function.
Erik Bernhardsson
OCTOBER 18, 2022
Infinite scalability. Do we need IP addresses, CIDR blocks, and NATs, or can we focus on which services have access to what resources? Do we need to reserve resources advance (like having a cluster of n workers, each having x GB of RAM), or can we let the runtime expand/shrink in a split second? I think we might be early though?
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AWS Machine Learning - AI
MARCH 15, 2024
In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda. A Lambda function pulls the appropriate prompt template from the Lambda layer and formats model prompts by adding the customer input in the associated prompt template. awscli>=1.29.57
AWS Machine Learning - AI
MAY 30, 2024
In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. A Lambda function with business logic invokes the primary Lambda function.
Honeycomb
DECEMBER 12, 2019
Our work has focused on tackling both the compute efficiency of our code, and its ability to employ extra resources. Enter AWS Lambda. It comes with significant limitations , but overcome these, and Lambda enables tremendous scalability in a sub-second timeframe. Supercomputing by the second. Not nearly enough.
AWS Machine Learning - AI
NOVEMBER 1, 2024
Without a scalable approach to controlling costs, organizations risk unbudgeted usage and cost overruns. This scalable, programmatic approach eliminates inefficient manual processes, reduces the risk of excess spending, and ensures that critical applications receive priority.
AWS Machine Learning - AI
MARCH 7, 2024
The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. The Step Functions workflow invokes a Lambda function to generate a status report. Image processing workflow When the DynamoDB table is updated, DynamoDB Streams triggers a Lambda function to start a new Step Functions workflow.
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