https://github.com/tsjdev-apps/ms-exensions-ai-embeddings-sample

Repository containing a simple console application using Microsoft.Extensions.AI NuGet package to create embeddings.
https://github.com/tsjdev-apps/ms-exensions-ai-embeddings-sample

Last synced: 5 months ago
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Repository containing a simple console application using Microsoft.Extensions.AI NuGet package to create embeddings.

• Host: GitHub
• URL: https://github.com/tsjdev-apps/ms-exensions-ai-embeddings-sample
• Owner: tsjdev-apps
• License: mit
• Created: 2024-11-26T20:03:23.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-12-09T20:35:59.000Z (over 1 year ago)
• Last Synced: 2024-12-09T21:30:56.976Z (over 1 year ago)
• Language: C#
• Size: 10.7 KB
• Stars: 3
• Watchers: 1
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Using Microsoft.Extensions.AI to Generate Embeddings in .NET

![Header Image](/docs/header.png)

This repository contains a simple chat application built using the [`Microsoft.Extensions.AI`](https://www.nuget.org/packages/Microsoft.Extensions.AI) package in .NET. The project demonstrates how to integrate AI capabilities into a .NET application to create Embeddings.

## Usage

To test our application, you'll need either [Ollama](https://ollama.com/) running, a valid OpenAI API key or access to an active Azure OpenAI Service.

## Screenshots

The first screenshot demonstrates the host selection process.

![Sample 1](/docs/microsoft-extensions-ai-embeddings-01.png)

Based on your selection, you will be prompted to enter the necessary parameters.

![Sample 2](/docs/microsoft-extensions-ai-embeddings-02.png)

Finally, you can enter a text to generate the embeddings.

![Sample 3](/docs/microsoft-extensions-ai-embeddings-03.png)

## Blog Posts

If you are more interested into details, please see the following posts on [medium.com](https://medium.com/@tsjdevapps) or in my [personal blog](https://www.tsjdev-apps.de):

- [Using Microsoft.Extensions.AI to Generate Embeddings in .NET](https://medium.com/medialesson/using-microsoft-extensions-ai-to-generate-embeddings-in-net-0e6485180593)

- [Einrichtung von OpenAI](https://www.tsjdev-apps.de/einrichtung-von-openai/)

- [Einrichtung von Azure OpenAI](https://www.tsjdev-apps.de/einrichtung-von-azure-openai/)