AI-Studio/app/MindWork AI Studio/Provider/Google/ProviderGoogle.cs
2025-01-04 14:11:32 +01:00

148 lines
5.8 KiB
C#

using System.Net.Http.Headers;
using System.Runtime.CompilerServices;
using System.Text;
using System.Text.Json;
using AIStudio.Chat;
using AIStudio.Provider.OpenAI;
using AIStudio.Settings;
namespace AIStudio.Provider.Google;
public class ProviderGoogle(ILogger logger) : BaseProvider("https://generativelanguage.googleapis.com/v1beta/", logger)
{
#region Implementation of IProvider
/// <inheritdoc />
public override string Id => LLMProviders.GOOGLE.ToName();
/// <inheritdoc />
public override string InstanceName { get; set; } = "Google Gemini";
/// <inheritdoc />
public override async IAsyncEnumerable<string> StreamChatCompletion(Provider.Model chatModel, ChatThread chatThread, SettingsManager settingsManager, [EnumeratorCancellation] CancellationToken token = default)
{
// Get the API key:
var requestedSecret = await RUST_SERVICE.GetAPIKey(this);
if(!requestedSecret.Success)
yield break;
// Prepare the system prompt:
var systemPrompt = new Message
{
Role = "system",
Content = chatThread.PrepareSystemPrompt(settingsManager, chatThread, this.logger),
};
// Prepare the Google HTTP chat request:
var geminiChatRequest = JsonSerializer.Serialize(new ChatRequest
{
Model = chatModel.Id,
// Build the messages:
// - First of all the system prompt
// - Then none-empty user and AI messages
Messages = [systemPrompt, ..chatThread.Blocks.Where(n => n.ContentType is ContentType.TEXT && !string.IsNullOrWhiteSpace((n.Content as ContentText)?.Text)).Select(n => new Message
{
Role = n.Role switch
{
ChatRole.USER => "user",
ChatRole.AI => "assistant",
ChatRole.AGENT => "assistant",
ChatRole.SYSTEM => "system",
_ => "user",
},
Content = n.Content switch
{
ContentText text => text.Text,
_ => string.Empty,
}
}).ToList()],
// Right now, we only support streaming completions:
Stream = true,
}, JSON_SERIALIZER_OPTIONS);
async Task<HttpRequestMessage> RequestBuilder()
{
// Build the HTTP post request:
var request = new HttpRequestMessage(HttpMethod.Post, "chat/completions");
// Set the authorization header:
request.Headers.Authorization = new AuthenticationHeaderValue("Bearer", await requestedSecret.Secret.Decrypt(ENCRYPTION));
// Set the content:
request.Content = new StringContent(geminiChatRequest, Encoding.UTF8, "application/json");
return request;
}
await foreach (var content in this.StreamChatCompletionInternal<ResponseStreamLine>("Google", RequestBuilder, token))
yield return content;
}
#pragma warning disable CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public override async IAsyncEnumerable<ImageURL> StreamImageCompletion(Provider.Model imageModel, string promptPositive, string promptNegative = FilterOperator.String.Empty, ImageURL referenceImageURL = default, [EnumeratorCancellation] CancellationToken token = default)
{
yield break;
}
#pragma warning restore CS1998 // Async method lacks 'await' operators and will run synchronously
/// <inheritdoc />
public override async Task<IEnumerable<Provider.Model>> GetTextModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
var modelResponse = await this.LoadModels(token, apiKeyProvisional);
if(modelResponse == default)
return [];
return modelResponse.Models.Where(model =>
model.Name.StartsWith("models/gemini-", StringComparison.InvariantCultureIgnoreCase))
.Select(n => new Provider.Model(n.Name.Replace("models/", string.Empty), n.DisplayName));
}
/// <inheritdoc />
public override Task<IEnumerable<Provider.Model>> GetImageModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
return Task.FromResult(Enumerable.Empty<Provider.Model>());
}
public override async Task<IEnumerable<Provider.Model>> GetEmbeddingModels(string? apiKeyProvisional = null, CancellationToken token = default)
{
var modelResponse = await this.LoadModels(token, apiKeyProvisional);
if(modelResponse == default)
return [];
return modelResponse.Models.Where(model =>
model.Name.StartsWith("models/text-embedding-", StringComparison.InvariantCultureIgnoreCase))
.Select(n => new Provider.Model(n.Name.Replace("models/", string.Empty), n.DisplayName));
}
#endregion
private async Task<ModelsResponse> LoadModels(CancellationToken token, string? apiKeyProvisional = null)
{
var secretKey = apiKeyProvisional switch
{
not null => apiKeyProvisional,
_ => await RUST_SERVICE.GetAPIKey(this) switch
{
{ Success: true } result => await result.Secret.Decrypt(ENCRYPTION),
_ => null,
}
};
if (secretKey is null)
return default;
var request = new HttpRequestMessage(HttpMethod.Get, $"models?key={secretKey}");
var response = await this.httpClient.SendAsync(request, token);
if(!response.IsSuccessStatusCode)
return default;
var modelResponse = await response.Content.ReadFromJsonAsync<ModelsResponse>(token);
return modelResponse;
}
}