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openai-dotnet/examples/Embeddings

examples/Embeddings/Example02_EmbeddingWithOptions.cs

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9f9f2936Jose Arriaga Maldonado2 years ago1using NUnit.Framework;
2using OpenAI.Embeddings;
3using System;
4
8cc6643fJose Arriaga Maldonado2 years ago5namespace OpenAI.Examples;
74848f8dJose Arriaga Maldonado2 years ago6
8cc6643fJose Arriaga Maldonado2 years ago7public partial class EmbeddingExamples
9f9f2936Jose Arriaga Maldonado2 years ago8{
74848f8dJose Arriaga Maldonado2 years ago9[Test]
8cc6643fJose Arriaga Maldonado2 years ago10public void Example02_EmbeddingWithOptions()
9f9f2936Jose Arriaga Maldonado2 years ago11{
74848f8dJose Arriaga Maldonado2 years ago12EmbeddingClient client = new("text-embedding-3-small", Environment.GetEnvironmentVariable("OPENAI_API_KEY"));
9f9f2936Jose Arriaga Maldonado2 years ago13
74848f8dJose Arriaga Maldonado2 years ago14string description = "Best hotel in town if you like luxury hotels. They have an amazing infinity pool, a spa,"
15+ " and a really helpful concierge. The location is perfect -- right downtown, close to all the tourist"
16+ " attractions. We highly recommend this hotel.";
9f9f2936Jose Arriaga Maldonado2 years ago17
74848f8dJose Arriaga Maldonado2 years ago18EmbeddingGenerationOptions options = new() { Dimensions = 512 };
9f9f2936Jose Arriaga Maldonado2 years ago19
19ceae44ShivangiReja1 years ago20OpenAIEmbedding embedding = client.GenerateEmbedding(description, options);
2ab1a942Jose Arriaga Maldonado1 years ago21ReadOnlyMemory<float> vector = embedding.ToFloats();
9f9f2936Jose Arriaga Maldonado2 years ago22
74848f8dJose Arriaga Maldonado2 years ago23Console.WriteLine($"Dimension: {vector.Length}");
24Console.WriteLine($"Floats: ");
25for (int i = 0; i < vector.Length; i++)
26{
665fb062Jose Arriaga Maldonado2 years ago27Console.WriteLine($" [{i,3}] = {vector.Span[i]}");
9f9f2936Jose Arriaga Maldonado2 years ago28}
29}
30}