Jina

Features 🔥

• Fully generated C# SDK based on official Jina OpenAPI specification using AutoSDK
• Same day update to support new features
• Updated and supported automatically if there are no breaking changes
• All modern .NET features - nullability, trimming, NativeAOT, etc.
• Support .Net Framework/.Net Standard 2.0

Usage

using Jina;

using var api = new JinaApi(apiKey);

var response = await api.Embeddings.CreateEmbeddingAsync(new TextEmbeddingInput
{
    Model = "jina-clip-v1",
    Input = new List<ApiSchemasEmbeddingTextDoc>
    {
        new()
        {
            Text = "Hello, world!",
        }
    }
});

Console.WriteLine($"[{string.Join(", ", response.Data[0].Embedding ?? [])}]");

Microsoft.Extensions.AI

The SDK implements IEmbeddingGenerator:

using Jina;
using Microsoft.Extensions.AI;

IEmbeddingGenerator<string, Embedding<float>> generator = new JinaApi(apiKey);

var embeddings = await generator.GenerateAsync(
    ["Hello, world!"],
    new EmbeddingGenerationOptions { ModelId = "jina-embeddings-v3" });

Console.WriteLine($"Embedding dimension: {embeddings[0].Vector.Length}");

Support

Priority place for bugs: https://github.com/tryAGI/Jina/issues
Priority place for ideas and general questions: https://github.com/tryAGI/Jina/discussions
Discord: https://discord.gg/Ca2xhfBf3v

Acknowledgments

This project is supported by JetBrains through the Open Source Support Program.

This project is supported by CodeRabbit through the Open Source Support Program.