SentinelLog.Sink 1.0.0

.NET Standard 2.1 This package targets .NET Standard 2.1. The package is compatible with this framework or higher. 
dotnet add package SentinelLog.Sink --version 1.0.0
                    


                    

                
NuGet\Install-Package SentinelLog.Sink -Version 1.0.0
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package. 
<PackageReference Include="SentinelLog.Sink" Version="1.0.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="SentinelLog.Sink" Version="1.0.0" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="SentinelLog.Sink" />
                    


                            Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package. 
paket add SentinelLog.Sink --version 1.0.0
                    


                    

                
#r "nuget: SentinelLog.Sink, 1.0.0"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package. 
#:package SentinelLog.Sink@1.0.0
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package. 
#addin nuget:?package=SentinelLog.Sink&version=1.0.0
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=SentinelLog.Sink&version=1.0.0
                    


                            Install as a Cake Tool

SentinelLog.NET πŸš€

SentinelLog.NET is a high-performance, AI-augmented logging ecosystem for .NET. It doesn't just store logsβ€”it understands them. By combining a lightweight Serilog Sink with an ML-powered Engine, SentinelLog identifies patterns, detects anomalies, and uses local AI (via Ollama) to suggest fixes for your errors.

✨ Features

  • 🧠 AI-Driven Insights: Automatically categorizes logs and suggests root cause fixes using local LLMs.
  • ⚑ High Performance: Batched ingestion ensures minimal impact on your application's performance.
  • πŸ” Pattern Recognition: Uses ML.NET to learn "normal" log behavior and flag outliers.
  • πŸ›‘οΈ Privacy First: Runs entirely on your infrastructure. No logs leave your network.
  • πŸ”Œ Easy Integration: Plugs directly into Serilog with just one line of code.

πŸ—οΈ Architecture

SentinelLog consists of three core components:

  1. SentinelLog.Sink: The provider that batches and transmits logs.
  2. SentinelLog.Engine: The "brain" that processes logs and runs AI analysis.
  3. SentinelLog.Dashboard: A lightweight UI for visualizing insights (Coming Soon).

πŸš€ Getting Started

1. Install the Sink

Add the SentinelLog.Sink NuGet package to your project.

2. Configure Serilog

Log.Logger = new LoggerConfiguration()
    .WriteTo.SentinelLog("http://your-sentinel-engine:5000")
    .CreateLogger();

3. Run the Engine

The engine is a .NET 8 Web API. You can run it via Docker or directly from source.

πŸ› οΈ Tech Stack

  • Languages: C#, .NET 8, .NET Standard 2.1
  • AI/ML: ML.NET, Microsoft Semantic Kernel
  • Logging: Serilog

πŸ“„ License

This project is licensed under the MIT License - see the LICENSE file for details.

🀝 Contributing

Contributions are welcome! Please see our CONTRIBUTING.md for guidelines.

Built with ❀️ for the Open Source Community by Ali Hamza.

Product Compatible and additional computed target framework versions.
.NET net5.0 was computed.  net5.0-windows was computed.  net6.0 was computed.  net6.0-android was computed.  net6.0-ios was computed.  net6.0-maccatalyst was computed.  net6.0-macos was computed.  net6.0-tvos was computed.  net6.0-windows was computed.  net7.0 was computed.  net7.0-android was computed.  net7.0-ios was computed.  net7.0-maccatalyst was computed.  net7.0-macos was computed.  net7.0-tvos was computed.  net7.0-windows was computed.  net8.0 was computed.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed.  net9.0 was computed.  net9.0-android was computed.  net9.0-browser was computed.  net9.0-ios was computed.  net9.0-maccatalyst was computed.  net9.0-macos was computed.  net9.0-tvos was computed.  net9.0-windows was computed.  net10.0 was computed.  net10.0-android was computed.  net10.0-browser was computed.  net10.0-ios was computed.  net10.0-maccatalyst was computed.  net10.0-macos was computed.  net10.0-tvos was computed.  net10.0-windows was computed. 
.NET Core netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.1 is compatible. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen60 was computed. 
Xamarin.iOS xamarinios was computed. 
Xamarin.Mac xamarinmac was computed. 
Xamarin.TVOS xamarintvos was computed. 
Xamarin.WatchOS xamarinwatchos was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

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Version Downloads Last Updated
1.0.0 93 2/18/2026