Instructor.NET 0.0.1

dotnet add package Instructor.NET --version 0.0.1
                    
NuGet\Install-Package Instructor.NET -Version 0.0.1
                    
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="Instructor.NET" Version="0.0.1" />
                    
For projects that support PackageReference, copy this XML node into the project file to reference the package.
<PackageVersion Include="Instructor.NET" Version="0.0.1" />
                    
Directory.Packages.props
<PackageReference Include="Instructor.NET" />
                    
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 Instructor.NET --version 0.0.1
                    
#r "nuget: Instructor.NET, 0.0.1"
                    
#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 Instructor.NET@0.0.1
                    
#: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=Instructor.NET&version=0.0.1
                    
Install as a Cake Addin
#tool nuget:?package=Instructor.NET&version=0.0.1
                    
Install as a Cake Tool

Instructor.NET

A .NET port of the Python Instructor library for structured outputs from large language models.

Features

  • Strongly typed responses from LLMs
  • Built-in support for OpenAI's GPT models
  • Easy integration with Azure OpenAI
  • JSON schema-based response validation
  • Customizable output formatting

Installation

dotnet add package Instructor.NET

Quick Start

  1. First, create a model that inherits from ResponseModel:
public class UserProfile : ResponseModel
{
    public string Name { get; set; } = string.Empty;
    public int Age { get; set; }
    public string Email { get; set; } = string.Empty;

    [JsonPropertyName("preferred_language")]
    public string PreferredLanguage { get; set; } = string.Empty;
}
  1. Initialize the client with your API key:
var client = new InstructorClient("your-api-key-here");
  1. Create structured outputs:
var userProfile = await client.CreateStructuredOutput<UserProfile>(
    "Create a profile for a software developer named Alice who is 28 years old, " +
    "uses alice@example.com, and prefers JavaScript"
);

Console.WriteLine($"Name: {userProfile.Name}");
Console.WriteLine($"Age: {userProfile.Age}");
Console.WriteLine($"Email: {userProfile.Email}");
Console.WriteLine($"Preferred Language: {userProfile.PreferredLanguage}");

Advanced Usage

Custom Temperature and Token Limits

var profile = await client.CreateStructuredOutput<UserProfile>(
    "Create a profile for an experienced developer",
    temperature: 0.9f,
    maxTokens: 1000
);

Using Azure OpenAI

var client = new InstructorClient(
    "your-api-key-here",
    "https://your-resource-name.openai.azure.com/"
);

Accessing Raw Response

var profile = await client.CreateStructuredOutput<UserProfile>(prompt);
Console.WriteLine($"Raw JSON response: {profile.RawResponse}");

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

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

Product Compatible and additional computed target framework versions.
.NET net9.0 is compatible.  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. 
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

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated
0.0.1 988 6/12/2025