TypeSafe.AI 1.0.1

TypeSafe .NET SDK (TypeSafe.AI)

Unofficial, enterprise-ready .NET SDK for TypeSafe AI — providing high-throughput verification, deterministic question building, and evaluation for LLMs and AI agent workflows.

✨ Features

• 🚀 NativeAOT & Trimming Compatible — Zero-reflection architecture with System.Text.Json source generation for blazing startup performance and minimal footprint.
• 🛡️ Type-Safe Verification — Build structured questionnaires (Questions.Build) with support for Noul (yes/no), Choice (multiple choice), and Score (rubric) question types.
• ⚡ Enterprise Resilience — Built-in HTTP resilience powered by Microsoft.Extensions.Http.Resilience (Polly v8) with automated retries, rate-limit backoff, per-attempt timeouts, and total deadline budgets.
• 📊 Observability & OpenTelemetry — Native ActivitySource tracing emitting model, token usage, request IDs, and structured diagnostics.
• 🧩 Idiomatic .NET — Seamless integration with Microsoft.Extensions.DependencyInjection, IConfiguration, and the IHttpClientFactory ecosystem.
• 🔒 Structured Error Handling — Typed exception hierarchy (TypeSafeAuthenticationException, TypeSafeRateLimitException, TypeSafeTimeoutException, etc.) with request IDs, response bodies, and Retry-After headers.

📦 Installation

Stable Releases (NuGet.org)

dotnet add package TypeSafe.AI

Preview / Beta Builds (GitHub Packages)

Preview builds are published on every pull request via GitHub Packages. To consume beta packages:

1. Add a nuget.config to your repository root (see nuget.config.example):

<?xml version="1.0" encoding="utf-8"?>
<configuration>
  <packageSources>
    <add key="nuget.org" value="https://api.nuget.org/v3/index.json" />
    <add key="github" value="https://nuget.pkg.github.com/typesafe-sdk-csharp/index.json" />
  </packageSources>
  <packageSourceCredentials>
    <github>
      <add key="Username" value="YOUR_GITHUB_USERNAME" />
      <add key="ClearTextPassword" value="%GITHUB_TOKEN%" />
    </github>
  </packageSourceCredentials>
</configuration>

2. Install with the --prerelease flag:

dotnet add package TypeSafe.AI --prerelease

🚀 Quickstart

1. Register the Client via Dependency Injection

using Microsoft.Extensions.DependencyInjection;
using Microsoft.Extensions.Hosting;
using TypeSafe.AI;

var builder = Host.CreateApplicationBuilder(args);

// Option A: Configure with a callback
builder.Services.AddTypeSafeClient(options =>
{
    options.ApiKey = Environment.GetEnvironmentVariable("TYPESAFE_API_KEY");
});

// Option B: Bind from IConfiguration (reads the "TypeSafe" section)
builder.Services.AddTypeSafeClient(builder.Configuration);

var host = builder.Build();
var client = host.Services.GetRequiredService<ITypeSafeClient>();

2. Build Questions & Evaluate

// Build a verification questionnaire with all three question types
var questions = Questions.Build(q => q
    .Noul("refund", "Is the customer asking for money back?")
    .Choice("team", "Which team should handle this?", "billing", "support")
    .Score("urgency", "How urgent is this?", "low", "medium", "high"));

// Execute evaluation against TypeSafe System One
var response = await client.SystemOneAsync(
    "I was charged twice for my subscription and need this reversed immediately!",
    questions);

// Access strongly-typed responses
Console.WriteLine($"Refund probability: {response.Nouls["refund"].Noul:P0}");
Console.WriteLine($"Team: {response.Choices["team"].Choice}");
Console.WriteLine($"Urgency score: {response.Scores["urgency"].Score:F2}");

📖 API Reference

Question Types

The SDK supports three question primitives, all built fluently through Questions.Build:

Noul (Yes/No)

Returns a probability from 0.0 (no) to 1.0 (yes), with ~0.5 indicating uncertainty.

// Simple — instruction only
q.Noul("billing", "Is this ticket about billing?")

// With outcome criteria
q.Noul("billing", "Is this about billing?",
    whenTrue: "Customer mentions charges, invoices, or payments",
    whenFalse: "Customer discusses product features or bugs")

// With structured content
q.Noul("billing", TypeSafeContent.FromString("Is this about billing?"),
    new NoulCriteria
    {
        WhenTrue = TypeSafeContent.FromString("Mentions charges or payments"),
        WhenFalse = TypeSafeContent.FromString("Discusses features or bugs")
    })

Response: NoulAnswer — access via response.Nouls["id"].Noul

Choice (Multiple Choice)

Selects one option from a set of named alternatives and returns the full probability distribution.

// Simple labels
q.Choice("tone", "What is the customer's tone?", "calm", "frustrated", "angry")

// With described options (sub-builder)
q.Choice("tone", "What is the customer's tone?", opts => opts
    .Option("calm", "Polite and patient language")
    .Option("frustrated", "Shows signs of dissatisfaction")
    .Option("angry", "Aggressive or threatening language"))

Response: ChoiceAnswer — access via response.Choices["id"]

• .Choice — the top-selected label
• .Probabilities — IReadOnlyDictionary<string, double> of all options
• .Confidence — confidence score from 0.0 to 1.0

Score (Rubric)

Assigns a probability-weighted score along an ordered rubric (2–10 levels). The score may fall between levels.

// Simple text levels
q.Score("urgency", "How urgent is this ticket?", "can wait", "this week", "today")

// With described levels (sub-builder)
q.Score("urgency", "How urgent is this?", levels => levels
    .Level("Low — no immediate action needed")
    .Level("Medium — should be addressed this week")
    .Level("High — requires same-day resolution"))

Response: ScoreAnswer — access via response.Scores["id"]

• .Score — the weighted score value
• .Legend — IReadOnlyDictionary<string, string> mapping index to level label
• .Probabilities — IReadOnlyDictionary<string, double> across levels
• .Confidence — confidence score from 0.0 to 1.0

Structured Content

State and instructions accept TypeSafeContent — plain text, JSON objects, or JSON arrays:

// Plain text (also implicitly converted from string)
TypeSafeContent.FromString("Hello, world!")

// JSON node (deep-cloned for immutability)
TypeSafeContent.FromJson(new JsonObject
{
    ["role"] = "user",
    ["message"] = "I need a refund"
})

// Strongly-typed object via source-generated serializer
TypeSafeContent.FromObject(myTicket, MyJsonContext.Default.SupportTicket)

Direct Client Construction

For standalone scenarios outside DI (e.g., console apps, scripts, tests), use TypeSafeClient.Create which manages and disposes its own HttpClient:

var options = TypeSafeClientOptions.FromEnvironment(); // reads TYPESAFE_API_KEY, etc.
using var client = TypeSafeClient.Create(options);

Or bring your own HttpClient if you manage connection lifetimes externally:

using var httpClient = new HttpClient();
using var client = new TypeSafeClient(httpClient, options);

Note: When using TypeSafeClient.Create(), the client owns and disposes the underlying HttpClient. When passing an existing HttpClient, the caller retains ownership of the transport. In both standalone patterns, retry and per-attempt timeout handlers are not installed — the DI-registered client (AddTypeSafeClient) configures the full resilience pipeline automatically.

⚙️ Configuration

Via appsettings.json

{
  "TypeSafe": {
    "ApiKey": "YOUR_API_KEY",
    "BaseUrl": "https://api.typesafe.ai/",
    "DefaultModel": "jev-latest",
    "AllowInsecureHttp": false,
    "Retry": {
      "MaxRetries": 2,
      "BackoffInitial": "00:00:00.500",
      "BackoffMax": "00:00:05",
      "UseJitter": true,
      "RespectRetryAfter": true,
      "PerAttemptTimeout": "00:00:10",
      "TotalTimeoutBudget": "00:00:30"
    }
  }
}

Via Environment Variables

Configuration Precedence

Options are applied in this order (last wins):

1. Defaults → built-in values
2. Environment variables → ApplyEnvironmentVariables()
3. IConfiguration section → "TypeSafe" section from appsettings.json
4. Callback → Action<TypeSafeClientOptions> passed to AddTypeSafeClient

TypeSafeRetryOptions Reference

🚨 Error Handling

All SDK exceptions inherit from TypeSafeException, which exposes:

Exception Hierarchy

try
{
    var response = await client.SystemOneAsync(state, questions);
}
catch (TypeSafeRateLimitException ex)
{
    Console.WriteLine($"Rate limited. Retry after: {ex.RetryAfter}");
}
catch (TypeSafeTimeoutException ex)
{
    Console.WriteLine($"Request timed out: {ex.Message}");
}
catch (TypeSafeException ex)
{
    Console.WriteLine($"TypeSafe error [{ex.StatusCode}]: {ex.Message}");
    Console.WriteLine($"Request ID: {ex.RequestId}");
}

📊 Observability

The SDK emits OpenTelemetry-compatible traces via System.Diagnostics.ActivitySource:

• Source name: TypeSafe.AI
• Activity name: TypeSafe.SystemOne

Emitted Tags

// Wire up in your OpenTelemetry configuration
builder.Services.AddOpenTelemetry()
    .WithTracing(tracing => tracing
        .AddSource("TypeSafe.AI"));

📂 Repository Structure

project-typesafe-csharp-sdk/
├── .github/
│   └── workflows/
│       ├── ci.yml                 # Build, test, and pack on PR / main
│       └── release.yml            # Release-please automated versioning & publishing
├── src/
│   └── TypeSafe.AI/               # Core SDK library (TypeSafe.AI NuGet package)
├── samples/
│   └── TypeSafe.Sample.HelloJav/  # Getting started console sample
├── tests/
│   └── TypeSafe.AI.Tests/         # Unit & HTTP-handler regression tests
├── Directory.Build.props          # Global compiler, AOT, and packaging settings
├── Directory.Packages.props       # Central Package Management (CPM)
├── global.json                    # Pinned .NET 10 SDK version
├── nuget.config.example           # Example config for GitHub Packages
└── TypeSafe.slnx                  # Solution file

🛠️ Building & Testing Locally

Requirements: .NET 10 SDK (pinned via global.json)

# Clone the repository
git clone https://github.com/typesafe-sdk-csharp/typesafe-sdk.git
cd typesafe-sdk

# Restore dependencies
dotnet restore

# Build solution
dotnet build --configuration Release --no-restore

# Run tests (in-memory HTTP handlers, no API calls)
dotnet test --configuration Release --no-build

# Pack NuGet package
dotnet pack --configuration Release --no-build --output artifacts/packages

# Run sample (requires TYPESAFE_API_KEY)
dotnet run --project samples/TypeSafe.Sample.HelloJav/TypeSafe.Sample.HelloJav.csproj

🔄 CI/CD & Automated Releases

This repository uses automated continuous integration and trunk-based releases:

• Continuous Integration (ci.yml) — Restores, builds in Release mode, runs all tests, and validates NuGet packing on every PR and commit to main.
• Release Please (release.yml) — Tracks Conventional Commits (feat:, fix:) to automatically maintain CHANGELOG.md and bump versions via automated Release PRs.
• Beta Channel — Preview packages are published to GitHub Packages upon opening/updating a Release PR.
• General Availability (GA) — Once a Release PR is merged into main, production .nupkg and .snupkg packages are pushed to NuGet.org.

📄 License

This project is licensed under the MIT License.