https://github.com/passadis/sentiment-analysis-durable

Analyze Text with Durable Functions and AI Language
https://github.com/passadis/sentiment-analysis-durable

azure azureai durable-functions language-model sentiment-analysis text-analytics

Last synced: 4 days ago
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Analyze Text with Durable Functions and AI Language

• Host: GitHub
• URL: https://github.com/passadis/sentiment-analysis-durable
• Owner: passadis
• License: mit
• Created: 2024-02-12T18:04:18.000Z (12 months ago)
• Default Branch: main
• Last Pushed: 2024-03-21T18:53:52.000Z (11 months ago)
• Last Synced: 2024-04-23T11:16:05.228Z (10 months ago)
• Topics: azure, azureai, durable-functions, language-model, sentiment-analysis, text-analytics
• Language: Python
• Homepage: https://www.cloudblogger.eu/2024/02/12/azure-ai-language-sentiment-analysis-with-durable-functions/
• Size: 392 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Security: SECURITY.md

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README

        


  

    

  



Azure AI Language: Sentiment Analysis with Durable Functions


## Introduction

This repository explores the integration of Azure Durable Functions with Azure AI Language services for Sentiment Analysis. Our focus is on utilizing Durable Functions, a powerful orchestration mechanism within the Azure Functions framework, to enhance the coding experience and build efficient, serverless solutions.

### Prerequisites

- **Code Editor**: We are using VSCode for our development, with Azure Functions Core Tools.

- There are currently four durable function types in Azure Functions: activity, orchestrator, entity, and client. In our deployment we are using:

  - Function 1 – HTTP Trigger (Client-Starter Function): Receives text input from the frontend and starts the orchestrator.

  - Function 2 – Orchestrator Function: Orchestrates the sentiment analysis workflow.

  - Function 3 – Activity Function: Calls Azure Cognitive Services Text Analytics API to analyze sentiment.

  - Function 4 – Activity Function: Stores results into Azure Table Storage.

## Deployment

 **Follow the Blog for Detailed Instructions**: For step-by-step guidance, visit [Azure AI Language: Sentiment Analysis with Durable Functions](https://www.cloudblogger.eu/2024/02/12/azure-ai-language-sentiment-analysis-with-durable-functions/).

 ## Architecture

 

![durable-ai-arch](https://github.com/passadis/sentiment-analysis-durable/assets/53148138/c6755c4e-3d5e-4b7a-87d5-fdd318782fe8)