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Samples - .NET Conf 2024 Building and Scaling Intelligent Apps
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dotnetconf2024-samples.md

Samples for Building and Deploying Cloud Native Intelligent Apps

.NET Conf 2024

by Scott Hunter @coolcsh and Paul Yuknewicz @paulyuk

Here are all the demos shown in our session with full repos, azd templates, and a few notes. Enjoy, and let us know what you think! -- Scott and Paul

Part 1 - Aspire 9 & Functions

Part 2 - AI and Advanced Functions

RAG chat your data

Sample: https://github.com/Azure-Samples/azure-functions-openai-aisearch-dotnet

AZD:

azd init --template azure-functions-openai-rag-aisearch-dotnet8

Key features:

  • Azure Functions OpenAI Bindings Extension
  • AI Search Vector Db
  • OpenAI LLM

ChatBots with memory

Sample: https://github.com/paulyuk/azure-functions-assistants-dotnet8/tree/skilling

AZD:

azd init --template azure-functions-openai-assistants-dotnet8

Key features:

  • Azure Functions OpenAI Bindings Extension
  • Skilling Assistants
  • OpenAI Function Calling

Skilling Assistants, Agenting, "Function Calling"

Sample: https://github.com/paulyuk/azure-functions-assistants-dotnet8/blob/skilling/app/AssistantSkills.cs#L24

AZD:

azd init --template intelligent-pdf-summarizer-dotnet

Key features:

  • Azure Functions OpenAI Bindings Extension
  • Skilling Assistants
  • OpenAI Function Calling
  • System.Math.Tensors

Chaining and orchestrating w/ Document Intelligence

Sample: https://github.com/Azure-Samples/Intelligent-PDF-Summarizer-Dotnet

AZD:

azd init --template azure-functions-openai-assistants-dotnet8

Key features:

  • Durable Functions
  • Functions Blob Trigger
  • Document Intelligence
  • Azure Functions OpenAI Bindings Extension
  • OpenAI LLM

This demo chains 3 tasks using Durable Functions for reliable, retryable function calling for each step. The steps are:

  1. Ingest blob data with a BlobTrigger
  2. Perform Document Intelligence to extract text from PDF
  3. Summarize document using Azure OpenAI LLM completions
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