dotnet / ai-samples

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.

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.