https://github.com/filipw/strathweb-samples-azureopenai

https://github.com/filipw/strathweb-samples-azureopenai

Last synced: about 1 month ago
JSON representation

• Host: GitHub
• URL: https://github.com/filipw/strathweb-samples-azureopenai
• Owner: filipw
• License: mit
• Created: 2023-04-20T21:47:45.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-06-04T05:47:49.000Z (5 months ago)
• Last Synced: 2024-06-04T06:48:45.580Z (5 months ago)
• Language: C#
• Size: 105 KB
• Stars: 4
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Azure OpenAI Samples

Various Azure Open AI Samples using the .NET SDK

## GPT-based Classification

 → classification of natural language data\

 📝 [Blog post: Building GPT powered applications with Azure OpenAI Service](https://www.strathweb.com/2023/04/building-gpt-powered-applications-with-azure-openai-service/) \

 💻 [Code](src/Strathweb.Samples.AzureOpenAI.GptClassification/)

## Embeddings

 → similarity scores using embeddings \

 📝 [Blog post: Using embeddings model with Azure OpenAI Service](https://www.strathweb.com/2023/09/using-embeddings-model-with-azure-openai/)\

 💻 [Code](src/Strathweb.Samples.AzureOpenAI.Embeddings/)

## Bring Your Own Data

 → retrieval augmented generation pattern using integration into Azure AI Search\

 📝 [Blog post part 1: Setting up Azure AI Search](https://www.strathweb.com/2023/11/using-your-own-data-with-gpt-models-in-azure-openai-part-1/)\

 📝 [Blog post part 2: Calling Azure OpenAI Service via REST API](https://www.strathweb.com/2023/11/using-your-own-data-with-gpt-models-in-azure-openai-part-2/)\

 📝 [Blog post part 3: Calling Azure OpenAI Service via .NET SDK](https://www.strathweb.com/2023/12/using-your-own-data-with-gpt-models-in-azure-openai-part-3/)\

 📝 [Blog post part 4: Adding vector search](https://www.strathweb.com/2024/02/using-your-own-data-with-gpt-models-in-azure-openai-part-4/)\

 💻 [Code](src/Strathweb.Samples.AzureOpenAI.BringYourOwnData/)

## GPT Text Generation + Speech Synthesis

 → Azure OpenAI summarization with Azure AI Speech speech synthesis\

 📝 [Blog post: Combining Azure OpenAI with Azure AI Speech](https://www.strathweb.com/2024/03/combining-azure-openai-with-azure-ai-speech/)\

 💻 [Code](src/Strathweb.Samples.AzureOpenAI.SpeechSynthesis/)

## Tool Calling

→ using tool (function) calling to orchestrate application workflows\

📝 [Blog post: Tool Calling with Azure OpenAI - Part 1: The Basics](https://www.strathweb.com/2024/04/function-calling-with-azure-openai-part-1/)\

📝 [Blog post: Tool Calling with Azure OpenAI - Part 2: Using the tools directly via the SDK](https://www.strathweb.com/2024/04/function-calling-with-azure-openai-part-2/)

💻 [Code](src/Strathweb.Samples.AzureOpenAI.ToolCalling/)

## AutoGen Tool Calling

→ tool (function) calling with the [AutoGen](https://github.com/microsoft/autogen) framework\

📝 Blog post - WIP\

💻 [Code](src/Strathweb.Samples.AzureOpenAI.AutoGenFunctionCalling/)

## Assistant Tool Calling

→ tool (function) calling with the [Assistants API](https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/assistants)\

📝 Blog post - WIP\

💻 [Code](src/Strathweb.Samples.AzureOpenAI.AssistantToolCalling/)