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https://github.com/dotnet/ai-samples
https://github.com/dotnet/ai-samples
Last synced: about 2 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/dotnet/ai-samples
- Owner: dotnet
- License: mit
- Created: 2024-02-14T00:00:22.000Z (7 months ago)
- Default Branch: main
- Last Pushed: 2024-07-22T14:42:28.000Z (about 2 months ago)
- Last Synced: 2024-07-22T17:45:11.805Z (about 2 months ago)
- Language: C#
- Size: 3.39 MB
- Stars: 230
- Watchers: 10
- Forks: 40
- Open Issues: 23
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE-OF-CONDUCT.md
- Security: SECURITY.md
Awesome Lists containing this project
- awesome-azd - dotnet/ai-samples - .NET samples demonstrating how to use AI in your applications (3. Templates / 3.1 Microsoft)
- awesome-azure-openai-llm - AI Samples for .NET
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.
[](https://www.youtube.com/watch?v=jrNfKeGSuCg)
[Youtube: Infusing your .NET Apps with AI: Practical Tools and Techniques](https://www.youtube.com/watch?v=jrNfKeGSuCg)
### Quickstarts using Semantic Kernel
| # | Topic | GitHub Link |
|-----|---------------------------------------------|-------------------------------------------|
| 1 | Text Summary | [Hike Benefits Summary Project](./src/quickstarts/semantic-kernel/01-HikeBenefitsSummary/README.md)
| 2 | Hiker AI | [Hiker AI Project](./src/quickstarts/semantic-kernel/02-HikerAI/README.md)
| 3 | Chat Context/Data | [Chatting About my Previous Hikes Project](./src/quickstarts/semantic-kernel/03-ChattingAboutMyHikes/README.md)
| 4 | Hiker AI Pro (Tool extension) | [Hiker AI Pro](./src/quickstarts/semantic-kernel/04-HikerAIPro/README.md)
| 5 | Generating images | [Hike Images Project](./src/quickstarts/semantic-kernel/05-HikeImages/README.md)
| 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](./src/quickstarts/azure-openai-sdk/01-HikeBenefitsSummary/README.md)
| 2 | Hiker AI | [Hiker AI Project](./src/quickstarts/azure-openai-sdk/02-HikerAI/README.md)
| 3 | Chat Context/Data | [Chatting About my Previous Hikes Project](./src/quickstarts/azure-openai-sdk/03-ChattingAboutMyHikes/README.md)
| 4 | Hiker AI Pro (Tool extension) | [Hiker AI Pro](./src/quickstarts/azure-openai-sdk/04-HikerAIPro/README.md)
| 5 | Generating images | [Hike Images Project](./src/quickstarts/azure-openai-sdk/05-HikeImages/README.md)
### 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](https://github.com/Azure-Samples/azure-search-openai-demo-csharp)
| E2E | E-Shop Sample | [E-Shop Repository](https://github.com/dotnet/eshop)
### Local Models
| # | Topic | GitHub Link |
|-----|---------------------------------------------|-------------|
| REF | Phi | [Phi](./src/local-models/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\ | [Coming Soon](.)
## .NET Foundation
There are many .NET related projects on GitHub.
- [.NET home repo](https://github.com/Microsoft/dotnet) - links to 100s of .NET projects, from Microsoft and the community.
- [ASP.NET Core home](https://docs.microsoft.com/aspnet/core/) - the best place to start learning about ASP.NET Core.
This project has adopted the code of conduct defined by the [Contributor Covenant](http://contributor-covenant.org/) to clarify expected behavior in our community. For more information, see the [.NET Foundation Code of Conduct](http://www.dotnetfoundation.org/code-of-conduct).
## License
.NET (including the csharp-notebooks repo) is licensed under the [MIT](LICENSE) license.