LLamaSharp/LLama.WebAPI/Services/StatefulChatService.cs


using LLama.WebAPI.Models;
using Microsoft;

namespace LLama.WebAPI.Services;

public class StatefulChatService : IDisposable
{
    private readonly ChatSession _session;
    private readonly LLamaModel _model;
    private bool _continue = false;

    private const string SystemPrompt = "Transcript of a dialog, where the User interacts with an Assistant. Assistant is helpful, kind, honest, good at writing, and never fails to answer the User's requests immediately and with precision.\n\n"
                                       + "User: ";

    public StatefulChatService(IConfiguration configuration)
    {
        _model = new LLamaModel(new Common.ModelParams(configuration["ModelPath"], contextSize: 512));
        _session = new ChatSession(new InteractiveExecutor(_model))
            ;//.WithOutputTransform(new LLamaTransforms.KeywordTextOutputStreamTransform(new string[] { "User:", "Assistant:" }, redundancyLength: 8));
    }

    public void Dispose()
    {
        _model?.Dispose();
    }

    public string Send(SendMessageInput input)
    {
        var userInput = input.Text;
        if (!_continue)
        {
            userInput = SystemPrompt + userInput;
            Console.Write(SystemPrompt);
            _continue = true;
        }

        Console.ForegroundColor = ConsoleColor.Green;
        Console.Write(input.Text);

        Console.ForegroundColor = ConsoleColor.White;
        var outputs = _session.Chat(userInput, new Common.InferenceParams()
        {
            RepeatPenalty = 1.0f,
            AntiPrompts = new string[] { "User:" },
        });
        var result = "";
        foreach (var output in outputs)
        {
            Console.Write(output);
            result += output;
        }

        return result;
    }
}