filipw / strathweb-samples-azureopenai

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
💻 Code

Embeddings

→ similarity scores using embeddings
📝 Blog post: Using embeddings model with Azure OpenAI Service
💻 Code

Bring Your Own Data

→ retrieval augmented generation pattern using integration into Azure AI Search
📝 Blog post part 1: Setting up Azure AI Search
📝 Blog post part 2: Calling Azure OpenAI Service via REST API
📝 Blog post part 3: Calling Azure OpenAI Service via .NET SDK
📝 Blog post part 4: Adding vector search
💻 Code

GPT Text Generation + Speech Synthesis

→ Azure OpenAI summarization with Azure AI Speech speech synthesis
📝 Blog post: Combining Azure OpenAI with Azure AI Speech
💻 Code

Tool Calling

→ using tool (function) calling to orchestrate application workflows
📝 Blog post: Tool Calling with Azure OpenAI - Part 1: The Basics
📝 Blog post: Tool Calling with Azure OpenAI - Part 2: Using the tools directly via the SDK 💻 Code

AutoGen Tool Calling

→ tool (function) calling with the AutoGen framework
📝 Blog post - WIP
💻 Code

Assistant Tool Calling

→ tool (function) calling with the Assistants API
📝 Blog post - WIP
💻 Code