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Jicheng Lu 2023-09-05 22:38:35 -05:00
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5
src/Infrastructure/BotSharp.Abstraction/Conversations/IConversationService.cs
View file

@ -4,7 +4,9 @@ namespace BotSharp.Abstraction.Conversations;
public interface IConversationService
{
IConversationStateService States { get; }
Task<Conversation> NewConversation(Conversation conversation);
void SetConversationId(string conversationId, string channel);
Task<Conversation> GetConversation(string id);
Task<List<Conversation>> GetConversations();
Task DeleteConversation(string id);
@ -22,13 +24,12 @@ public interface IConversationService
/// <param name="onFunctionExecuted">This delegate is useful when you want to report progress on UI</param>
/// <returns></returns>
Task<bool> SendMessage(string agentId,
string conversationId,
RoleDialogModel lastDalog,
Func<RoleDialogModel, Task> onMessageReceived,
Func<RoleDialogModel, Task> onFunctionExecuting,
Func<RoleDialogModel, Task> onFunctionExecuted);
List<RoleDialogModel> GetDialogHistory(string conversationId, int lastCount = 20);
List<RoleDialogModel> GetDialogHistory(int lastCount = 20);
Task CleanHistory(string agentId);
Task CallFunctions(RoleDialogModel msg);

6
src/Infrastructure/BotSharp.Abstraction/Conversations/IConversationStateService.cs
View file

@ -1,5 +1,3 @@
using BotSharp.Abstraction.Conversations.Models;
namespace BotSharp.Abstraction.Conversations;
/// <summary>
@ -7,9 +5,9 @@ namespace BotSharp.Abstraction.Conversations;
/// </summary>
public interface IConversationStateService
{
void SetConversation(string conversationId);
ConversationState Load();
ConversationState Load(string conversationId);
string GetState(string name);
ConversationState GetStates();
void SetState(string name, string value);
void CleanState();
void Save();

2
src/Infrastructure/BotSharp.Abstraction/Conversations/IConversationStorage.cs
View file

@ -1,5 +1,3 @@
using BotSharp.Abstraction.Conversations.Models;
namespace BotSharp.Abstraction.Conversations;
public interface IConversationStorage

4
src/Infrastructure/BotSharp.Abstraction/Routing/Models/RetrievalArgs.cs
View file

@ -11,8 +11,8 @@ public class RetrievalArgs : RoutingArgs
[JsonPropertyName("answer")]
public string Answer { get; set; }
[JsonPropertyName("reason")]
public string Reason { get; set; }
[JsonPropertyName("response")]
public string Response { get; set; }
[JsonPropertyName("args")]
public JsonDocument Arguments { get; set; }

6
src/Infrastructure/BotSharp.Core/Agents/Services/AgentService.LoadAgent.cs
View file

@ -1,6 +1,5 @@
using BotSharp.Abstraction.Agents.Models;
using BotSharp.Abstraction.Templating;
using BotSharp.Core.Templating;
namespace BotSharp.Core.Agents.Services;
@ -56,9 +55,8 @@ public partial class AgentService
private void PopulateState(Dictionary<string, object> dict)
{
var stateService = _services.GetRequiredService<IConversationStateService>();
var state = stateService.Load();
foreach (var t in state)
var conv = _services.GetRequiredService<IConversationService>();
foreach (var t in conv.States.GetStates())
{
dict[t.Key] = t.Value;
}

3
src/Infrastructure/BotSharp.Core/Conversations/Services/ConversationService.CallFunctions.cs
View file

@ -7,7 +7,8 @@ public partial class ConversationService
public async Task CallFunctions(RoleDialogModel msg)
{
var hooks = _services.GetServices<IConversationHook>()
.OrderBy(x => x.Priority).ToList();
.OrderBy(x => x.Priority)
.ToList();
// Invoke functions
var functions = _services.GetServices<IFunctionCallback>()

5
src/Infrastructure/BotSharp.Core/Conversations/Services/ConversationService.GetChatCompletionsAsyncRecursively.cs
View file

@ -10,7 +10,6 @@ public partial class ConversationService
int currentRecursiveDepth = 0;
private async Task<bool> GetChatCompletionsAsyncRecursively(IChatCompletion chatCompletion,
string conversationId,
Agent agent,
List<RoleDialogModel> wholeDialogs,
Func<RoleDialogModel, Task> onMessageReceived,
@ -43,7 +42,7 @@ public partial class ConversationService
await HandleAssistantMessage(msg, onMessageReceived);
// Add to dialog history
_storage.Append(conversationId, agent.Id, msg);
_storage.Append(_conversationId, agent.Id, msg);
}, async fn =>
{
var preAgentId = agent.Id;
@ -72,7 +71,6 @@ public partial class ConversationService
wholeDialogs.Add(fn);
await GetChatCompletionsAsyncRecursively(chatCompletion,
conversationId,
agent,
wholeDialogs,
onMessageReceived,
@ -103,7 +101,6 @@ public partial class ConversationService
wholeDialogs.Add(fn);
await GetChatCompletionsAsyncRecursively(chatCompletion,
conversationId,
agent,
wholeDialogs,
onMessageReceived,

54
src/Infrastructure/BotSharp.Core/Conversations/Services/ConversationService.SendMessage.cs
View file

@ -1,6 +1,5 @@
using BotSharp.Abstraction.Agents.Enums;
using BotSharp.Abstraction.Agents.Models;
using BotSharp.Abstraction.Conversations.Models;
using BotSharp.Abstraction.MLTasks;
using BotSharp.Abstraction.Routing.Settings;
using BotSharp.Core.Routing;
@ -9,30 +8,13 @@ namespace BotSharp.Core.Conversations.Services;
public partial class ConversationService
{
public async Task<bool> SendMessage(string agentId, string conversationId,
public async Task<bool> SendMessage(string agentId,
RoleDialogModel lastDialog,
Func<RoleDialogModel, Task> onMessageReceived,
Func<RoleDialogModel, Task> onFunctionExecuting,
Func<RoleDialogModel, Task> onFunctionExecuted)
{
var converation = await GetConversation(conversationId);
// Create conversation if this conversation not exists
if (converation == null)
{
var sess = new Conversation
{
Id = conversationId,
AgentId = agentId
};
converation = await NewConversation(sess);
}
// conversation state
var stateService = _services.GetRequiredService<IConversationStateService>();
stateService.SetConversation(conversationId);
stateService.Load();
stateService.SetState("channel", lastDialog.Channel);
var conversation = await GetConversationRecord(agentId);
var agentService = _services.GetRequiredService<IAgentService>();
Agent agent = await agentService.LoadAgent(agentId);
@ -41,10 +23,10 @@ public partial class ConversationService
lastDialog.CurrentAgentId = agent.Id;
var wholeDialogs = GetDialogHistory(conversationId);
var wholeDialogs = GetDialogHistory();
wholeDialogs.Add(lastDialog);
_storage.Append(conversationId, agent.Id, lastDialog);
_storage.Append(_conversationId, agent.Id, lastDialog);
// Get relevant domain knowledge
/*if (_settings.EnableKnowledgeBase)
@ -63,7 +45,7 @@ public partial class ConversationService
foreach (var hook in hooks)
{
hook.SetAgent(agent)
.SetConversation(converation);
.SetConversation(conversation);
await hook.OnDialogsLoaded(wholeDialogs);
await hook.BeforeCompletion(lastDialog);
@ -73,7 +55,7 @@ public partial class ConversationService
{
var response = new RoleDialogModel(AgentRole.Assistant, lastDialog.Content);
await onMessageReceived(response);
_storage.Append(conversationId, agent.Id, response);
_storage.Append(_conversationId, agent.Id, response);
return true;
}
}
@ -114,13 +96,15 @@ public partial class ConversationService
simulator.Dialogs.ForEach(x =>
{
wholeDialogs.Add(x);
_storage.Append(conversationId, agent.Id, x);
if (x.Content != null)
{
_storage.Append(_conversationId, agent.Id, x);
}
});
}
var chatCompletion = GetChatCompletion();
var result = await GetChatCompletionsAsyncRecursively(chatCompletion,
conversationId,
agent,
wholeDialogs,
onMessageReceived,
@ -130,6 +114,24 @@ public partial class ConversationService
return result;
}
private async Task<Conversation> GetConversationRecord(string agentId)
{
var converation = await GetConversation(_conversationId);
// Create conversation if this conversation not exists
if (converation == null)
{
var sess = new Conversation
{
Id = _conversationId,
AgentId = agentId
};
converation = await NewConversation(sess);
}
return converation;
}
private void SaveStateByArgs(string args)
{
var stateService = _services.GetRequiredService<IConversationStateService>();

27
src/Infrastructure/BotSharp.Core/Conversations/Services/ConversationService.cs
View file

@ -1,10 +1,3 @@
using BotSharp.Abstraction.Conversations.Models;
using BotSharp.Abstraction.Conversations.Settings;
using BotSharp.Abstraction.Repositories;
using BotSharp.Abstraction.Repositories.Records;
using MongoDB.Bson;
using System.IO;
namespace BotSharp.Core.Conversations.Services;
public partial class ConversationService : IConversationService
@ -14,17 +7,23 @@ public partial class ConversationService : IConversationService
private readonly IUserIdentity _user;
private readonly ConversationSetting _settings;
private readonly IConversationStorage _storage;
private readonly IConversationStateService _state;
private string _conversationId;
public IConversationStateService States => _state;
public ConversationService(IServiceProvider services,
IUserIdentity user,
ConversationSetting settings,
IConversationStorage storage,
IConversationStateService state,
ILogger<ConversationService> logger)
{
_services = services;
_user = user;
_settings = settings;
_storage = storage;
_state = state;
_logger = logger;
}
@ -80,11 +79,19 @@ public partial class ConversationService : IConversationService
throw new NotImplementedException();
}
public List<RoleDialogModel> GetDialogHistory(string conversationId, int lastCount = 20)
public List<RoleDialogModel> GetDialogHistory(int lastCount = 20)
{
var dialogs = _storage.GetDialogs(conversationId);
var dialogs = _storage.GetDialogs(_conversationId);
return dialogs
.Where(x => x.CreatedAt > DateTime.UtcNow.AddHours(-8))
.TakeLast(lastCount).ToList();
.TakeLast(lastCount)
.ToList();
}
public void SetConversationId(string conversationId, string channel)
{
_conversationId = conversationId;
_state.Load(_conversationId);
_state.SetState("channel", channel);
}
}

39
src/Infrastructure/BotSharp.Core/Conversations/Services/ConversationStateService.cs
View file

@ -1,8 +1,3 @@
using BotSharp.Abstraction.Conversations.Models;
using BotSharp.Abstraction.Repositories;
using BotSharp.Abstraction.Repositories.Models;
using BotSharp.Abstraction.Repositories.Records;
using MongoDB.Bson;
using System.IO;
namespace BotSharp.Core.Conversations.Services;
@ -14,11 +9,8 @@ public class ConversationStateService : IConversationStateService, IDisposable
{
private readonly ILogger _logger;
private readonly IServiceProvider _services;
private readonly AgentSettings _agentSettings;
private readonly IUserIdentity _user;
private readonly IBotSharpRepository _db;
private ConversationState _state;
private BotSharpDatabaseSettings _dbSettings;
private ConversationState _states;
private MyDatabaseSettings _dbSettings;
private string _conversationId;
private string _file;
private List<KeyValueModel> _savedStates;
@ -33,19 +25,17 @@ public class ConversationStateService : IConversationStateService, IDisposable
_logger = logger;
_services = services;
_dbSettings = dbSettings;
_agentSettings = agentSettings;
_user = user;
_db = db;
_states = new ConversationState();
}
public void SetState(string name, string value)
{
var hooks = _services.GetServices<IConversationHook>();
string preValue = _state.ContainsKey(name) ? _state[name] : "";
if (!_state.ContainsKey(name) || _state[name] != value)
string preValue = _states.ContainsKey(name) ? _states[name] : "";
if (!_states.ContainsKey(name) || _states[name] != value)
{
var currentValue = value;
_state[name] = currentValue;
_states[name] = currentValue;
_logger.LogInformation($"Set state: {name} = {value}");
foreach (var hook in hooks)
{
@ -54,7 +44,7 @@ public class ConversationStateService : IConversationStateService, IDisposable
}
}
public void SetConversation(string conversationId)
public ConversationState Load(string conversationId)
{
_conversationId = conversationId;
}
@ -77,14 +67,14 @@ public class ConversationStateService : IConversationStateService, IDisposable
}
}
_logger.LogInformation($"Loaded state {_conversationId}");
_logger.LogInformation($"Loaded conversation states: {_conversationId}");
var hooks = _services.GetServices<IConversationHook>();
foreach (var hook in hooks)
{
hook.OnStateLoaded(_state).Wait();
hook.OnStateLoaded(_states).Wait();
}
return _state;
return _states;
}
public void Save()
@ -126,13 +116,16 @@ public class ConversationStateService : IConversationStateService, IDisposable
return stateFile;
}
public ConversationState GetStates()
=> _states;
public string GetState(string name)
{
if (!_state.ContainsKey(name))
if (!_states.ContainsKey(name))
{
_state[name] = "";
_states[name] = "";
}
return _state[name];
return _states[name];
}
public void Dispose()

4
src/Infrastructure/BotSharp.Core/Routing/Simulator.cs
View file

@ -45,8 +45,8 @@ public class Simulator
}
else if (args.Function == "interrupt_task_execution")
{
response.Content = args.Parameters.Reason;
response.ExecutionResult = args.Parameters.Reason;
response.Content = args.Parameters.Response;
response.ExecutionResult = args.Parameters.Response;
}
else if (args.Function == "response_to_user")
{

6
src/Infrastructure/BotSharp.OpenAPI/Controllers/ConversationController.cs
View file

@ -44,11 +44,13 @@ public class ConversationController : ControllerBase, IApiAdapter
[FromQuery] string? channel = "openapi")
{
var conv = _services.GetRequiredService<IConversationService>();
conv.SetConversationId(conversationId, channel);
input.States.ForEach(x => conv.States.SetState(x.Split('=')[0], x.Split('=')[1]));
var response = new MessageResponseModel();
var stackMsg = new List<RoleDialogModel>();
await conv.SendMessage(agentId, conversationId,
await conv.SendMessage(agentId,
new RoleDialogModel("user", input.Text)
{
Channel = channel

5
src/Infrastructure/BotSharp.OpenAPI/ViewModels/Conversations/NewMessageModel.cs
View file

@ -3,4 +3,9 @@ namespace BotSharp.OpenAPI.ViewModels.Conversations;
public class NewMessageModel
{
public string Text { get; set; }
/// <summary>
/// Conversation states from input
/// </summary>
public List<string> States { get; set; } = new List<string>();
}

14
src/Plugins/BotSharp.Plugin.ChatbotUI/ChatbotUiController.cs
View file

@ -16,7 +16,6 @@ using Microsoft.Extensions.DependencyInjection;
using BotSharp.Abstraction.Conversations;
using BotSharp.Abstraction.Conversations.Models;
using Microsoft.AspNetCore.Authorization;
using BotSharp.Abstraction.Agents.Models;
using BotSharp.Abstraction.Agents.Enums;
namespace BotSharp.Plugin.ChatbotUI.Controllers;
@ -62,18 +61,19 @@ public class ChatbotUiController : ControllerBase, IApiAdapter
Response.Headers.Add(HeaderNames.Connection, "keep-alive");
var outputStream = Response.Body;
var channel = "webchat";
var conversation = input.Messages
.Where(x => x.Role == AgentRole.User)
.Select(x => new RoleDialogModel(x.Role, x.Content)
{
Channel = "webchat"
})
.Last();
Channel = channel
}).Last();
var conversationService = _services.GetRequiredService<IConversationService>();
var conv = _services.GetRequiredService<IConversationService>();
conv.SetConversationId(input.ConversationId, channel);
input.States.ForEach(x => conv.States.SetState(x.Split('=')[0], x.Split('=')[1]));
var result = await conversationService.SendMessage(input.AgentId,
input.ConversationId,
var result = await conv.SendMessage(input.AgentId,
conversation,
async msg =>
await OnChunkReceived(outputStream, msg),

4
src/Plugins/BotSharp.Plugin.ChatbotUI/ViewModels/OpenAiMessageInput.cs
View file

@ -14,6 +14,10 @@ public class OpenAiMessageInput
public int MaxTokens { get; set; } = 4000;
public bool Stream { get; set; } = true;
public float Temperature { get; set; } = 0.9f;
/// <summary>
/// Conversation states from input
/// </summary>
public List<string> States { get; set; } = new List<string>();
public override string ToString()
{

7
src/Plugins/BotSharp.Plugin.MetaMessenger/Controllers/WebhookController.cs
View file

@ -67,8 +67,6 @@ public class WebhookController : ControllerBase
// received message
if (req.Entry[0].Messaging[0].Message != null)
{
var conv = _services.GetRequiredService<IConversationService>();
var reply = new QuickReplyMessage();
var senderId = req.Entry[0].Messaging[0].Sender.Id;
var input = req.Entry[0].Messaging[0].Message.Text;
@ -99,7 +97,10 @@ public class WebhookController : ControllerBase
});
// Go to LLM
var result = await conv.SendMessage(agentId, senderId, new RoleDialogModel("user", input)
var conv = _services.GetRequiredService<IConversationService>();
conv.SetConversationId(senderId, "messenger");
var result = await conv.SendMessage(agentId, new RoleDialogModel("user", input)
{
Channel = "messenger"
}, async msg =>

88
src/Plugins/BotSharp.Plugin.RoutingSpeeder/Providers/IntentClassifier.cs
View file

@ -2,7 +2,6 @@ using System;
using System.IO;
using System.Text;
using System.Collections.Generic;
using Tensorflow;
using static Tensorflow.KerasApi;
using Tensorflow.Keras.Engine;
using Tensorflow.NumPy;
@ -16,11 +15,7 @@ using BotSharp.Plugin.RoutingSpeeder.Providers.Models;
using Microsoft.Extensions.DependencyInjection;
using System.Linq;
using Tensorflow.Keras;
using System.Numerics;
using Newtonsoft.Json;
using Tensorflow.Keras.Layers;
using BotSharp.Abstraction.Agents;
using BotSharp.Abstraction.Knowledges;
namespace BotSharp.Plugin.RoutingSpeeder.Providers;
@ -33,11 +28,8 @@ public class IntentClassifier
private bool _isModelReady;
public bool isModelReady => _isModelReady;
private ClassifierSetting _settings;
private string[] _labels;
public string[] Labels => GetLabels();
private int _numLabels
{
get
@ -67,7 +59,7 @@ public class IntentClassifier
}
var vector = _services.GetServices<ITextEmbedding>()
.FirstOrDefault(x => x.GetType().FullName.EndsWith(_knowledgeBaseSettings.TextEmbedding));
.FirstOrDefault(x => x.GetType().FullName.EndsWith(_knowledgeBaseSettings.TextEmbedding));
var layers = new List<ILayer>
{
@ -89,10 +81,9 @@ public class IntentClassifier
{
_model.compile(optimizer: keras.optimizers.Adam(trainingParams.LearningRate),
loss: keras.losses.SparseCategoricalCrossentropy(),
metrics: new[] { "accuracy" }
);
metrics: new[] { "accuracy" });
CallbackParams callback_parameters = new CallbackParams
var callback_parameters = new CallbackParams
{
Model = _model,
Epochs = trainingParams.Epochs,
@ -100,9 +91,12 @@ public class IntentClassifier
Steps = 10
};
ICallback earlyStop = new EarlyStopping(callback_parameters, "accuracy");
var earlyStop = new EarlyStopping(callback_parameters, "accuracy");
var callbacks = new List<ICallback>() { earlyStop };
var callbacks = new List<ICallback>()
{
earlyStop
};
var weights = LoadWeights(trainingParams.Inference);
@ -110,7 +104,6 @@ public class IntentClassifier
batch_size: trainingParams.BatchSize,
epochs: trainingParams.Epochs,
callbacks: callbacks,
// validation_split: 0.1f,
shuffle: true);
_model.save_weights(weights);
@ -120,7 +113,9 @@ public class IntentClassifier
public string LoadWeights(bool inference = true)
{
var agentService = _services.CreateScope().ServiceProvider.GetRequiredService<IAgentService>();
var agentService = _services.CreateScope()
.ServiceProvider
.GetRequiredService<IAgentService>();
var weightsFile = Path.Combine(agentService.GetDataDir(), _settings.MODEL_DIR, $"intent-classifier.h5");
@ -129,13 +124,13 @@ public class IntentClassifier
_model.load_weights(weightsFile);
_isModelReady = true;
Console.WriteLine($"Successfully load the weights!");
}
else
{
var logInfo = inference ? "No available weights." : "Will implement model training process and write trained weights into local";
Console.WriteLine(logInfo);
}
return weightsFile;
}
@ -152,24 +147,33 @@ public class IntentClassifier
public (NDArray, NDArray) PrepareLoadData()
{
var agentService = _services.CreateScope().ServiceProvider.GetRequiredService<IAgentService>();
string rootDirectory = Path.Combine(agentService.GetDataDir(), _settings.RAW_DATA_DIR);
string saveLabelDirectory = Path.Combine(agentService.GetDataDir(), _settings.MODEL_DIR, _settings.LABEL_FILE_NAME);
var agentService = _services.CreateScope()
.ServiceProvider
.GetRequiredService<IAgentService>();
string rootDirectory = Path.Combine(
agentService.GetDataDir(),
_settings.RAW_DATA_DIR);
string saveLabelDirectory = Path.Combine(
agentService.GetDataDir(),
_settings.MODEL_DIR,
_settings.LABEL_FILE_NAME);
if (!Directory.Exists(rootDirectory))
{
throw new Exception($"No training data found! Please put training data in this path: {rootDirectory}");
}
// Do embedding and store results
var vector = _services.GetRequiredService<ITextEmbedding>();
var vectorList = new List<float[]>();
var labelList = new List<string>();
foreach (var filePath in GetFiles())
{
var texts = File.ReadAllLines(filePath, Encoding.UTF8).Select(x => TextClean(x)).ToList();
var texts = File.ReadAllLines(filePath, Encoding.UTF8)
.Select(x => TextClean(x))
.ToList();
vectorList.AddRange(vector.GetVectors(texts));
string fileName = Path.GetFileNameWithoutExtension(filePath);
labelList.AddRange(Enumerable.Repeat(fileName, texts.Count).ToList());
@ -185,25 +189,39 @@ public class IntentClassifier
for (int i = 0; i < vectorList.Count; i++)
{
x[i] = vectorList[i];
// y[i] = (float)uniqueLabelList.IndexOf(labelList[i]);
y[i] = (float)Array.IndexOf(uniqueLabelList, labelList[i]);
}
return (x, y);
}
public string[] GetFiles(string prefix = "intent")
{
var agentService = _services.CreateScope().ServiceProvider.GetRequiredService<IAgentService>();
var agentService = _services.CreateScope()
.ServiceProvider
.GetRequiredService<IAgentService>();
string rootDirectory = Path.Combine(agentService.GetDataDir(), _settings.RAW_DATA_DIR);
return Directory.GetFiles(rootDirectory).Where(x => Path.GetFileNameWithoutExtension(x).StartsWith(prefix)).OrderBy(x => x).ToArray();
return Directory.GetFiles(rootDirectory)
.Where(x => Path.GetFileNameWithoutExtension(x)
.StartsWith(prefix))
.OrderBy(x => x)
.ToArray();
}
public string[] GetLabels()
{
if (_labels == null)
{
var agentService = _services.CreateScope().ServiceProvider.GetRequiredService<IAgentService>();
string rootDirectory = Path.Combine(agentService.GetDataDir(), _settings.MODEL_DIR, _settings.LABEL_FILE_NAME);
var agentService = _services.CreateScope()
.ServiceProvider
.GetRequiredService<IAgentService>();
string rootDirectory = Path.Combine(
agentService.GetDataDir(),
_settings.MODEL_DIR,
_settings.LABEL_FILE_NAME
);
var labelText = File.ReadAllLines(rootDirectory);
_labels = labelText.OrderBy(x => x).ToArray();
}
@ -217,9 +235,11 @@ public class IntentClassifier
// Remove digits
// To lowercase
var processedText = Regex.Replace(text, "[AB0-9]", " ");
processedText = string.Join("", processedText.Select(c => char.IsPunctuation(c) ? ' ' : c).ToList());
processedText = processedText.Replace(" ", " ").ToLower();
return processedText;
var replacedTextList = processedText.Select(c => char.IsPunctuation(c) ? ' ' : c).ToList();
return string.Join("", replacedTextList)
.Replace(" ", " ")
.ToLower();
}
public string Predict(NDArray vector, float confidenceScore = 0.9f)
@ -229,8 +249,8 @@ public class IntentClassifier
InitClassifer();
}
// Generate and post-process prediction
var prob = _model.predict(vector).numpy();
var probLabel = tf.arg_max(prob, -1).numpy().ToArray<long>();
prob = np.squeeze(prob, axis: 0);
@ -239,9 +259,9 @@ public class IntentClassifier
return string.Empty;
}
var prediction = _labels[probLabel[0]];
var labelIndex = probLabel[0];
return prediction;
return _labels[labelIndex];
}
public void InitClassifer(bool inference = true)
{

7
src/Plugins/BotSharp.Plugin.WeChat/WeChatBackgroundService.cs
View file

@ -48,7 +48,10 @@ namespace BotSharp.Plugin.WeChat
var conversationService = scoped.GetRequiredService<IConversationService>();
var latestConversationId = (await conversationService.GetConversations()).OrderByDescending(_ => _.CreatedTime).FirstOrDefault()?.Id;
var latestConversationId = (await conversationService.GetConversations())
.OrderByDescending(_ => _.CreatedTime)
.FirstOrDefault()?.Id;
conversationService.SetConversationId(latestConversationId, "wechat");
latestConversationId ??= (await conversationService.NewConversation(new Conversation()
{
@ -56,7 +59,7 @@ namespace BotSharp.Plugin.WeChat
AgentId = AgentId
}))?.Id;
var result = await conversationService.SendMessage(AgentId, latestConversationId, new RoleDialogModel("user", message), async msg =>
var result = await conversationService.SendMessage(AgentId, new RoleDialogModel("user", message), async msg =>
{
await ReplyTextMessageAsync(openid, msg.Content);
}, async functionExecuting =>

14
tests/BotSharp.Plugin.PizzaBot/Functions/GetBakingTimeFn.cs Normal file
View file

@ -0,0 +1,14 @@
using BotSharp.Abstraction.Conversations.Models;
namespace BotSharp.Plugin.PizzaBot.Functions;
public class GetBakingTimeFn : IFunctionCallback
{
public string Name => "get_cooking_remaing_time";
public async Task<bool> Execute(RoleDialogModel message)
{
message.ExecutionResult = "15 minutes remaining";
return true;
}
}

1
tests/BotSharp.Plugin.PizzaBot/Functions/GetPizzaPricesFn.cs
View file

@ -1,5 +1,4 @@
using BotSharp.Abstraction.Conversations.Models;
using System.Text.Json;
namespace BotSharp.Plugin.PizzaBot.Functions;

4
tests/BotSharp.Plugin.PizzaBot/Functions/MakeOrderFn.cs → tests/BotSharp.Plugin.PizzaBot/Functions/PlaceOrderFn.cs
View file

@ -2,9 +2,9 @@ using BotSharp.Abstraction.Conversations.Models;
namespace BotSharp.Plugin.PizzaBot.Functions;
public class MakeOrderFn : IFunctionCallback
public class PlaceOrderFn : IFunctionCallback
{
public string Name => "make_order";
public string Name => "place_an_order";
public async Task<bool> Execute(RoleDialogModel message)
{

2
tests/BotSharp.Plugin.PizzaBot/Hooks/PizzaBotAgentHook.cs
View file

@ -10,7 +10,7 @@ public class PizzaBotAgentHook : AgentHookBase
public override bool OnInstructionLoaded(string template, Dictionary<string, object> dict)
{
dict["current_date"] = $"{DateTime.Now:MMM dd, yyyy}";
dict["current_time"] = $"{DateTime.Now:hh:mm t}";
dict["current_time"] = $"{DateTime.Now:hh:mm tt}";
dict["current_weekday"] = $"{DateTime.Now:dddd}";
return true;
}

3
tests/BotSharp.Plugin.PizzaBot/PizzaBotPlugin.cs
View file

@ -10,8 +10,9 @@ public class PizzaBotPlugin : IBotSharpPlugin
// Register callback function
services.AddScoped<IFunctionCallback, GetPizzaTypesFn>();
services.AddScoped<IFunctionCallback, GetPizzaPricesFn>();
services.AddScoped<IFunctionCallback, MakeOrderFn>();
services.AddScoped<IFunctionCallback, PlaceOrderFn>();
services.AddScoped<IFunctionCallback, OrderFoundFn>();
services.AddScoped<IFunctionCallback, GetBakingTimeFn>();
// Register hooks
services.AddScoped<IAgentHook, PizzaBotAgentHook>();