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A Beginner’s Guide To Building Microservices With AWS Lambda

Dzone - DevOps

When used to construct microservices, AWS Lambda provides a route to craft scalable and flexible cloud-based applications. AWS Lambda supports code execution without server provisioning or management, rendering it an appropriate choice for microservices architecture.

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CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

AWS Machine Learning - AI

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.

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Automate the process to change image backgrounds using Amazon Bedrock and AWS Step Functions

AWS Machine Learning - AI

The following diagram provides a simplified view of the solution architecture and highlights the key elements. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. Constructs a request payload for the Amazon Bedrock InvokeModel API. Invokes the Amazon Bedrock InvokeModel API action.

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You Can Easily Build a Scalable Data Pipeline With Apache Airflow: Here’s How.

Gorilla Logic

Scalable : the architecture uses a message queue system to run an arbitrary number of workers. By default, the executor will run inside the scheduler, but production instances will often utilize workers for better scalability. These are the building blocks used to construct tasks. Executor : handles running the tasks.

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Software Engineers: Confidence Matters Just as Much as Ability

Stackery

Engineers have an overarching goal of using these skills to construct experiences that enable end-users to complete a task successfully and they hope to provide enjoyment and comfort along the way. Solving the hardest software problems we face usually means adopting the best architectural patterns available.

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Serverless: A simple overview

O'Reilly Media - Ideas

Serverless also offers an innovative billing model and easier scalability. authors Mike Roberts and John Chapin identify the core insight that makes serverless unique: With a fully serverless app, you are no longer thinking about any part of your architecture as a resource running on a host. In What is Serverless? Serverless for APIs.

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Boost employee productivity with automated meeting summaries using Amazon Transcribe, Amazon SageMaker, and LLMs from Hugging Face

AWS Machine Learning - AI

Generative AI CDK Constructs , an open-source extension of AWS CDK, provides well-architected multi-service patterns to quickly and efficiently create repeatable infrastructure required for generative AI projects on AWS. Transcripts are then stored in the project’s S3 bucket under /transcriptions/TranscribeOutput/.