openai/openai-dotnet
Publicmirrored from https://github.com/openai/openai-dotnetAvailable
examples/Embeddings/Example01_SimpleEmbeddingAsync.cs
29lines · modeblame
9f9f2936Jose Arriaga Maldonado2 years ago | 1 | using NUnit.Framework; |
| 2 | using OpenAI.Embeddings; | |
| 3 | using System; | |
| 4 | using System.Threading.Tasks; | |
| 5 | | |
8cc6643fJose Arriaga Maldonado2 years ago | 6 | namespace OpenAI.Examples; |
74848f8dJose Arriaga Maldonado2 years ago | 7 | |
8cc6643fJose Arriaga Maldonado2 years ago | 8 | public partial class EmbeddingExamples |
9f9f2936Jose Arriaga Maldonado2 years ago | 9 | { |
74848f8dJose Arriaga Maldonado2 years ago | 10 | [Test] |
8cc6643fJose Arriaga Maldonado2 years ago | 11 | public async Task Example01_SimpleEmbeddingAsync() |
9f9f2936Jose Arriaga Maldonado2 years ago | 12 | { |
74848f8dJose Arriaga Maldonado2 years ago | 13 | EmbeddingClient client = new("text-embedding-3-small", Environment.GetEnvironmentVariable("OPENAI_API_KEY")); |
9f9f2936Jose Arriaga Maldonado2 years ago | 14 | |
74848f8dJose Arriaga Maldonado2 years ago | 15 | string description = "Best hotel in town if you like luxury hotels. They have an amazing infinity pool, a spa," |
| 16 | + " and a really helpful concierge. The location is perfect -- right downtown, close to all the tourist" | |
| 17 | + " attractions. We highly recommend this hotel."; | |
9f9f2936Jose Arriaga Maldonado2 years ago | 18 | |
19ceae44ShivangiReja1 years ago | 19 | OpenAIEmbedding embedding = await client.GenerateEmbeddingAsync(description); |
2ab1a942Jose Arriaga Maldonado1 years ago | 20 | ReadOnlyMemory<float> vector = embedding.ToFloats(); |
9f9f2936Jose Arriaga Maldonado2 years ago | 21 | |
74848f8dJose Arriaga Maldonado2 years ago | 22 | Console.WriteLine($"Dimension: {vector.Length}"); |
| 23 | Console.WriteLine($"Floats: "); | |
| 24 | for (int i = 0; i < vector.Length; i++) | |
| 25 | { | |
665fb062Jose Arriaga Maldonado2 years ago | 26 | Console.WriteLine($" [{i,4}] = {vector.Span[i]}"); |
9f9f2936Jose Arriaga Maldonado2 years ago | 27 | } |
| 28 | } | |
| 29 | } |