BotSharp/src/Plugins/BotSharp.Plugin.GoogleAI/Providers/Text/GeminiTextCompletionProvider.cs

85 lines
2.4 KiB
C#
Raw Normal View History

2024-12-23 02:12:35 +00:00
using BotSharp.Abstraction.Agents.Enums;
using BotSharp.Abstraction.Conversations;
using BotSharp.Abstraction.Loggers;
using Microsoft.Extensions.Logging;
using Mscc.GenerativeAI;
namespace BotSharp.Plugin.GoogleAi.Providers.Text;
public class GeminiTextCompletionProvider : ITextCompletion
{
private readonly IServiceProvider _services;
private readonly ILogger<GeminiTextCompletionProvider> _logger;
private readonly ITokenStatistics _tokenStatistics;
private string _model;
2024-12-26 15:55:59 +00:00
public string Provider => "google-ai";
2024-12-23 02:12:35 +00:00
public GeminiTextCompletionProvider(
IServiceProvider services,
ILogger<GeminiTextCompletionProvider> logger,
ITokenStatistics tokenStatistics)
{
_services = services;
_logger = logger;
_tokenStatistics = tokenStatistics;
}
public async Task<string> GetCompletion(string text, string agentId, string messageId)
{
var contentHooks = _services.GetServices<IContentGeneratingHook>().ToList();
// Before completion hook
var agent = new Agent()
{
Id = agentId
};
var userMessage = new RoleDialogModel(AgentRole.User, text)
{
MessageId = messageId
};
foreach (var hook in contentHooks)
{
await hook.BeforeGenerating(agent, new List<RoleDialogModel> { userMessage });
}
2024-12-26 15:55:59 +00:00
var client = ProviderHelper.GetGeminiClient(Provider, _model, _services);
2024-12-23 02:12:35 +00:00
var aiModel = client.GenerativeModel(_model);
PrepareOptions(aiModel);
_tokenStatistics.StartTimer();
var response = await aiModel.GenerateContent(text);
_tokenStatistics.StopTimer();
var completion = response.Text ?? string.Empty;
// After completion hook
foreach (var hook in contentHooks)
{
await hook.AfterGenerated(new RoleDialogModel(AgentRole.Assistant, completion), new TokenStatsModel
{
Prompt = text,
Provider = Provider,
Model = _model
});
}
return completion;
}
public void SetModelName(string model)
{
_model = model;
}
private void PrepareOptions(GenerativeModel aiModel)
{
var settings = _services.GetRequiredService<GoogleAiSettings>();
aiModel.UseGoogleSearch = settings.Gemini.UseGoogleSearch;
aiModel.UseGrounding = settings.Gemini.UseGrounding;
}
}