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From Code to Cloud: AWS Lambda CI/CD with GitHub Actions

Perficient

Introduction: Integrating GitHub Actions for Continuous Integration and Continuous Deployment (CI/CD) in AWS Lambda deployments is a modern approach to automating the software development lifecycle. After this, open AWS Lambda and create a function using Python with the default settings. In our case, we are using ap-south-1.

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Create a generative AI–powered custom Google Chat application using Amazon Bedrock

AWS Machine Learning - AI

Before processing the request, a Lambda authorizer function associated with the API Gateway authenticates the incoming message. After it’s authenticated, the request is forwarded to another Lambda function that contains our core application logic. This request contains the user’s message and relevant metadata.

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8 open source companies from YC Demo Day Winter ’22

TechCrunch

Here are all of the open source related companies presenting at Demo Day in the Winter 2022 cohort. 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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Enhance customer support with Amazon Bedrock Agents by integrating enterprise data APIs

AWS Machine Learning - AI

The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information. The Lambda function processes the OpenSearch Service results and formats them for the Amazon Bedrock agent.

Lambda 126
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Enhance speech synthesis and video generation models with RLHF using audio and video segmentation in Amazon SageMaker

AWS Machine Learning - AI

Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow. The pre-annotation Lambda function can process the input manifest file before data is presented to annotators, enabling any necessary formatting or modifications. On the SageMaker console, choose Create labeling job.

Video 93
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How to create and deploy a golang AWS CloudFormation custom provider in less than 5 minutes

Xebia

You just implement a create, update and delete method in a Lambda and you are done. But that is the easy part: you still have to create zip files, unit tests, documentation, demo’s, CI/CD deployment pipelines and more. Creating a custom resource in CloudFormation is really simple. This copier template has it all!

AWS 130
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Accelerate AWS Well-Architected reviews with Generative AI

AWS Machine Learning - AI

Scalable architecture Uses AWS services like AWS Lambda and Amazon Simple Queue Service (Amazon SQS) for efficient processing of multiple reviews. The WAFR reviewer, based on Lambda and AWS Step Functions , is activated by Amazon SQS. On submission, the WAFR review process is invoked by Amazon SQS , which queues the review request.