ai-samples

ai-samples

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AI Samples for .NET is a repository containing various samples demonstrating how to use AI in .NET applications. It provides quickstarts using Semantic Kernel and Azure OpenAI SDK, covers LLM Core Concepts, End to End Examples, Local Models, Local Embedding Models, Tokenizers, Vector Databases, and Reference Examples. The repository showcases different AI-related projects and tools for developers to explore and learn from.

README:


page_type: sample languages:

  • azdeveloper
  • bicep
  • csharp
  • powershell products:
  • azure
  • ai-services
  • azure-openai urlFragment: ai-samples name: AI Samples for .NET description: .NET samples demonstrating how to use AI in your .NET applications.

AI Samples for .NET

Welcome to the official home for .NET samples demonstrating how to use AI in your .NET applications. If you're new to AI, start at the top and work your way down. Otherwise, jump in wherever suits your interests.

Build 2024 - Infusing your .NET Apps with AI: Practical Tools and Techniques

Discover how to bring AI into your .NET application! This session covers the tools, libraries, and best practices for incorporating LLMs or other AI capabilities to create an "intelligent app". We'll explore practical examples, including how to leverage Azure AI services and the .NET AI ecosystem, to enhance your apps with AI.

Infusing your .NET Apps with AI: Practical Tools and Techniques Youtube Preview

Youtube: Infusing your .NET Apps with AI: Practical Tools and Techniques

Quickstarts using Semantic Kernel

# Topic GitHub Link
1 Text Summary Hike Benefits Summary Project
2 Hiker AI Hiker AI Project
3 Chat Context/Data Chatting About my Previous Hikes Project
4 Hiker AI Pro (Tool extension) Hiker AI Pro
5 Generating images Hike Images Project
REF Using Milvus Coming Soon
REF Using Qdrant Coming Soon

Quickstarts using Azure OpenAI SDK

# Topic GitHub Link
1 Text Summary Hike Benefits Summary Project
2 Hiker AI Hiker AI Project
3 Chat Context/Data Chatting About my Previous Hikes Project
4 Hiker AI Pro (Tool extension) Hiker AI Pro
5 Generating images Hike Images Project

LLM Core Concepts

# Topic GitHub Link
REF Tokenizer Coming Soon
REF Embeddings Coming Soon
REF RAG Coming Soon
REF Prompts / Prompt Engineering Coming Soon

End to End Examples

# Topic GitHub Link
E2E Azure Search . Azure Search Repository
E2E E-Shop Sample E-Shop Repository

Local Models

# Topic GitHub Link
REF Phi Phi
REF Llama 2 Coming Soon

Local Embedding Models

# Topic GitHub Link
REF Clip Coming Soon

Tokenizers

# Topic GitHub Link
REF TikToken Coming Soon

Vector Databases

# Topic GitHub Link
REF Azure AI Search Coming Soon
REF PostgreSQL + pgvector Coming Soon
REF Milvus Coming Soon
REF Qdrant Coming Soon

Reference Examples

# Topic GitHub Link
REF Vector<T> Coming Soon

.NET Foundation

There are many .NET related projects on GitHub.

  • .NET home repo - links to 100s of .NET projects, from Microsoft and the community.
  • ASP.NET Core home - the best place to start learning about ASP.NET Core.

This project has adopted the code of conduct defined by the Contributor Covenant to clarify expected behavior in our community. For more information, see the .NET Foundation Code of Conduct.

License

.NET (including the csharp-notebooks repo) is licensed under the MIT license.

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