using BotSharp.Abstraction.Agents.Models; using BotSharp.Abstraction.Functions.Models; using BotSharp.Abstraction.Planning; using BotSharp.Abstraction.Repositories; using BotSharp.Abstraction.Repositories.Filters; using BotSharp.Abstraction.Routing.Models; using BotSharp.Abstraction.Routing.Settings; using BotSharp.Abstraction.Templating; namespace BotSharp.Core.Planning; /// /// Human feedback based planner /// public class HFPlanner : IPlaner { private readonly IServiceProvider _services; private readonly ILogger _logger; public HFPlanner(IServiceProvider services, ILogger logger) { _services = services; _logger = logger; } public async Task GetNextInstruction(Agent router, string messageId) { var next = GetNextStepPrompt(router); RoleDialogModel response = default; var inst = new FunctionCallFromLlm(); var routerSetting = _services.GetRequiredService(); var completion = CompletionProvider.GetChatCompletion(_services, provider: routerSetting.Provider, model: routerSetting.Model); int retryCount = 0; while (retryCount < 3) { try { var dialogs = new List { new RoleDialogModel(AgentRole.User, next) { MessageId = messageId } }; response = completion.GetChatCompletions(router, dialogs); inst = response.Content.JsonContent(); break; } catch (Exception ex) { _logger.LogError($"{ex.Message}: {response.Content}"); inst.Function = "response_to_user"; inst.Response = ex.Message; inst.AgentName = "Router"; } finally { retryCount++; } } return inst; } public async Task AgentExecuting(FunctionCallFromLlm inst, RoleDialogModel message) { if (!string.IsNullOrEmpty(inst.AgentName)) { var db = _services.GetRequiredService(); var filter = new AgentFilter { AgentName = inst.AgentName }; var agent = db.GetAgents(filter).FirstOrDefault(); var context = _services.GetRequiredService(); context.Push(agent.Id); } return true; } public async Task AgentExecuted(FunctionCallFromLlm inst, RoleDialogModel message) { var context = _services.GetRequiredService(); context.Empty(); return true; } private string GetNextStepPrompt(Agent router) { var template = router.Templates.First(x => x.Name == "next_step_prompt.hf_planner").Content; var render = _services.GetRequiredService(); var prompt = render.Render(template, router.TemplateDict); return prompt.Trim(); } }