AzureAI.Community.SK.Connector.GitHub.Embeddings 1.0.0

Azure AI Community GitHub

AzureAI Community Microsoft Semantic Kernel Connector - GitHub Embeddings Model

The AzureAI.Community.SK.Connector.GitHub.Embeddings This component provides a simplified way to connect the GitHub Embeddings Module for developing generative AI applications.

GitHub Embeddings Module

If you're looking to develop a generative AI application, GitHub Models offers a platform where you can discover and experiment with AI models at no cost.

Building a GitHub Model Connector

In this guide, we will walk you through simplified way to connect the GitHub Embeddings Module for developing generative AI applications.

Prerequisites

Install AzureAI.Community.SK.Connector.GitHub.Embeddings package from nuget server

Before you begin building the GitHub Connector, make sure you have the following prerequisites in place:

You'll need access rights to connect to the GitHub Module. To obtain these rights, please visit the following URL: https://github.com/marketplace/models. and Please watch this video to learn how to apply and create a token. Here is the URL: https://www.youtube.com/watch?v=RBWadYAQze8

Connector Building Steps

Add Azure OpenAI Embedding

var gitHubOpenAITextEmbeddingGenerationService = new GitHubAzureOpenAITextEmbeddingService(
    EmbeddingModelName,
    Endpoint,
    GitHubToken);

var result =
await gitHubOpenAITextEmbeddingGenerationService.GenerateEmbeddingsAsync(new List<string>()
    { "Hello how are you" });

Add OpenAI Embedding

var openAITextEmbeddingService = new GitHubOpenAITextEmbeddingService(
     EmbeddingModelName,
     Endpoint,
     GitHubToken);

var result =
      await openAITextEmbeddingService.GenerateEmbeddingsAsync(new List<string>()
          { "Hello how are you" });

• EmbeddingModelName: Get this from your GitHub Module.
• Endpoint: Find this in your GitHub Module.
• GITHUB_TOKEN: Obtain this from your GitHub account settings page.

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