BotSharp/src/Infrastructure/BotSharp.Core/Plugins/LLamaSharp/TextCompletionProvider.cs

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2023-06-27 23:36:50 +00:00
using BotSharp.Abstraction.MLTasks;
using LLama;
using LLama.Common;
namespace BotSharp.Core.Plugins.LLamaSharp;
public class TextCompletionProvider : ITextCompletion
{
private readonly IServiceProvider _services;
public TextCompletionProvider(IServiceProvider services)
{
_services = services;
}
public Task<string> GetCompletion(string text)
{
var llama = _services.GetRequiredService<LlamaAiModel>();
llama.LoadModel();
var executor = new InstructExecutor(llama.Model);
var inferenceParams = new InferenceParams() { Temperature = 0.5f, MaxTokens = 128 };
string totalResponse = "";
foreach (var response in executor.Infer(text, inferenceParams))
{
Console.Write(response);
totalResponse += response;
}
return Task.FromResult(totalResponse);
}
}