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Build a Serverless Application for Entity Detection on AWS

Dzone - DevOps

In this blog post, you will learn how to build a Serverless solution for entity detection using Amazon Comprehend , AWS Lambda , and the Go programming language. Text files uploaded to Amazon Simple Storage Service (S3) will trigger a Lambda function which will further analyze it, extract entity metadata (name, type, etc.)

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Building an automated unit testing pipeline for serverless applications

CircleCI

This tutorial covers: Using the Jest framework to set up unit testing for a serverless application. The Serverless framework is an open-source framework written in Node.js It frees you from worrying about how to package and deploy the application to the cloud, so you can focus on your application logic.

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Build a Serverless Application for Image Label Detection

Dzone - DevOps

In this blog post, you will learn how to build a Serverless solution to process images using Amazon Rekognition , AWS Lambda and the Go programming language.

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Leveraging Serverless and Generative AI for Image Captioning on GCP

Xebia

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. TL;DR We’ve built an automated, serverless system on Google Cloud Platform where: Users upload images to a Google Cloud Storage Bucket.

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Build a Serverless Application for Audio-To-Text conversion

Dzone - DevOps

In this blog post, you will learn how to build a Serverless speech-to-text conversion solution using Amazon Transcribe , AWS Lambda , and the Go programming language.

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How Do I Run My Go Applications in a Serverless Way - Part 2

Dzone - DevOps

The first part of this series introduced you to the AWS Lambda Go API Proxy , and how its framework/package-specific adapter implementations (for gorilla/mux , echo and net/http ) allows you to run existing Go applications as AWS Lambda functions fronted by Amazon API Gateway.

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Build a Serverless GenAI Solution With Lambda, DynamoDB, LangChain, and Amazon Bedrock

Dzone - DevOps

In a previous blog , I demonstrated how to use Redis (Elasticache Serverless as an example) as a chat history backend for a Streamlit app using LangChain. It was deployed to EKS and also made use of EKS Pod Identity to manage the application Pod permissions for invoking Amazon Bedrock.