https://github.com/expecho/spiderai
Spider AI showcases what is possible using LLMs using .Net
https://github.com/expecho/spiderai
azure-openai csharp dotnet dotnet-aspire llm open-telemetry semantic-kernel
Last synced: 11 days ago
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Spider AI showcases what is possible using LLMs using .Net
- Host: GitHub
- URL: https://github.com/expecho/spiderai
- Owner: Expecho
- Created: 2024-12-23T15:11:57.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2025-02-19T17:59:20.000Z (10 months ago)
- Last Synced: 2025-02-26T20:44:32.771Z (9 months ago)
- Topics: azure-openai, csharp, dotnet, dotnet-aspire, llm, open-telemetry, semantic-kernel
- Language: C#
- Homepage:
- Size: 442 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 12
-
Metadata Files:
- Readme: readme.MD
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README
# :sparkles: Spider AI
Spider AI showcases what is possible using LLMs using .Net. It is build using
- [Semantic Kernel](https://learn.microsoft.com/en-us/semantic-kernel/overview/)
- [.Net Aspire](https://learn.microsoft.com/en-us/dotnet/aspire/get-started/aspire-overview)
- [Open Telemetry](https://opentelemetry.io/)
- [.Net MAUI Blazor Hybrid](https://learn.microsoft.com/en-us/aspnet/core/blazor/hybrid/tutorials/maui-blazor-web-app?view=aspnetcore-9.0) (For now)
It is my personal playground to experiment with AI models and build a platform to interact with them. I am using this project to learn and experiment with the latest AI technologies and frameworks.
My ultimate goal is to allow myself to create my own customized and tailored AI assistant.
## :tada: Features
- Have conversations with models from
- [OpenAI](https://platform.openai.com/)
- [Azure OpenAI](https://learn.microsoft.com/en-us/azure/ai-services/openai/overview)
- [Ollama](https://ollama.com/)
- [ONNX](https://onnx.ai/)
- [Hugging Face](https://huggingface.co/)
- Any other OpenAI compatible service
- Switch between models during a conversation
- Function / Tool / Plugin calling
## :rocket: Roadmap
See [the backlog](https://github.com/users/Expecho/projects/3)
## :bookmark_tabs: Solution Structure
The single most important project is **SpiderAI.Core**, it is the heart of the solution. It contains the core logic for the application built using Semantic Kernel. It calls the AI models and is responsible for handling model state and configuration.
Then we have the **SpiderAI.Server** project that is nothing but a web server that provides http endpoints to interact with the core logic.
The important UI components are defined in the **SpiderAI.Shared** project. It is used by the Blazor client and the .Net MAUI client.
And since I am using .Net Aspire we do need to have the **SpiderAI.AppHost** project. It is the startup project for the solution and starts the web server, blazor client and some needed services like vector stores and such.