2023-09-19 12:17:50 +00:00
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using BotSharp.Abstraction.Agents.Models;
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using BotSharp.Abstraction.Repositories;
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using BotSharp.Abstraction.Routing;
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using BotSharp.Abstraction.Routing.Models;
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2023-09-20 10:31:50 +00:00
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using BotSharp.Abstraction.Routing.Settings;
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using BotSharp.Abstraction.Templating;
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using System.Runtime.InteropServices;
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namespace BotSharp.Core.Routing;
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public class RoutingService : IRoutingService
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{
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private readonly IServiceProvider _services;
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private readonly RoutingSettings _settings;
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private readonly ILogger _logger;
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private List<RoleDialogModel> _dialogs;
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public List<RoleDialogModel> Dialogs => _dialogs;
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public RoutingService(IServiceProvider services,
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RoutingSettings settings,
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ILogger<RoutingService> logger)
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{
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_services = services;
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_settings = settings;
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_logger = logger;
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}
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public async Task<RoleDialogModel> Enter(Agent router, List<RoleDialogModel> wholeDialogs)
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{
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_dialogs = new List<RoleDialogModel>();
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var result = new RoleDialogModel(AgentRole.Assistant, "Can you repeat your request again?")
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{
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CurrentAgentId = router.Id
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};
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var message = wholeDialogs.Last().Content;
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foreach (var dialog in wholeDialogs.TakeLast(20))
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{
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router.Instruction += $"\r\n{dialog.Role}: {dialog.Content}";
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}
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var handlers = _services.GetServices<IRoutingHandler>();
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var handler = handlers.FirstOrDefault(x => x.Name == "get_next_instruction");
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handler.SetRouter(router);
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handler.SetDialogs(wholeDialogs);
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int loopCount = 0;
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while (!result.StopCompletion && loopCount < 5)
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{
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loopCount++;
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var inst = await handler.GetNextInstructionFromReasoner($"What's the next step to achieve user's goal?");
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inst.Question = inst.Question ?? message;
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handler = handlers.FirstOrDefault(x => x.Name == inst.Function);
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if (handler == null)
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{
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handler = handlers.FirstOrDefault(x => x.Name == "get_next_instruction");
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router.Instruction += $"\r\n{AgentRole.System}: the function must be one of [{string.Join(",", GetHandlers().Select(x => x.Name))}].";
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continue;
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}
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handler.SetRouter(router);
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handler.SetDialogs(wholeDialogs);
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result = await handler.Handle(inst);
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message = result.Content.Replace("\r\n", " ");
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router.Instruction += $"\r\n{result.Role}: {message}";
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result.StopCompletion = !_settings.EnableReasoning;
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}
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return result;
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}
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public Agent LoadRouter()
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{
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var db = _services.GetRequiredService<IBotSharpRepository>();
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var router = new Agent()
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{
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Id = _settings.RouterId,
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Name = _settings.RouterName,
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Description = _settings.Description
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};
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var agents = db.Agents.Where(x => !x.Disabled && x.AllowRouting).ToArray();
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var dict = new Dictionary<string, object>();
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dict["routing_records"] = agents.Select(x => new RoutingItem
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{
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AgentId = x.Id,
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Description = x.Description,
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Name = x.Name,
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RequiredFields = x.RoutingRules.Where(x => x.Required)
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.Select(x => x.Field)
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.ToArray()
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}).ToArray();
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dict["routing_handlers"] = GetHandlers();
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var render = _services.GetRequiredService<ITemplateRender>();
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router.Instruction = render.Render(PromptConst.ROUTER_PROMPT, dict);
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return router;
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}
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private List<RoutingHandlerDef> GetHandlers()
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{
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return _services.GetServices<IRoutingHandler>()
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.Where(x => x.IsReasoning == _settings.EnableReasoning)
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.Where(x => !string.IsNullOrEmpty(x.Description))
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.Select(x => new RoutingHandlerDef
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{
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Name = x.Name,
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Description = x.Description,
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Parameters = x.Parameters
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}).ToList();
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}
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}
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