public void TrainAgentTest()
{
var rasa = new RasaAi();
rasa.LoadAgent(BOT_ID);
rasa.Train();
}
public string Restore([FromRoute] string agentId)
{
var rasa = new RasaAi(dc);
rasa.agent = rasa.LoadAgentById(dc, agentId);
return(rasa.TrainWithoutContext());
}
public void YayaTest()
{
var config = new AIConfiguration(BOT_CLIENT_TOKEN, SupportedLanguage.English);
config.SessionId = Guid.NewGuid().ToString();
var rasa = new RasaAi(dc, config);
// Round 1
var response = rasa.TextRequest(new AIRequest {
Query = new String[] { "Hi" }
});
Assert.AreEqual(response.Result.Metadata.IntentName, "Wakeup");
// Round 2
response = rasa.TextRequest(new AIRequest {
Query = new String[] { "Voiceweb" }
});
Assert.AreEqual(response.Result.Metadata.IntentName, "Wakeup");
// Round 3
response = rasa.TextRequest(new AIRequest {
Query = new String[] { "I'm going to apple store to buy an iPhone." }
});
Assert.AreEqual(response.Result.Metadata.IntentName, "Transfer");
Assert.AreEqual(response.Result.Parameters.First(x => x.Key == "VNS").Value, "Apple Store");
}
public new string Request([FromRoute] string conversationId, [FromRoute] string clientAccessToken, [FromQuery] string text)
{
if (clientAccessToken == "50dbb57981654aa1a6bbf24f612f207f")
{
var tuling = new TulingAgent();
var tulingResponse = tuling.Request(new TulingRequest
{
Perception = new TulingRequestPerception
{
InputText = new TulingInputText {
Text = text
}
}
});
return(tulingResponse.Results.FirstOrDefault(x => x.ResultType == "text").Values.Text);
}
var config = new AIConfiguration(clientAccessToken, SupportedLanguage.English);
config.SessionId = conversationId;
var rasa = new RasaAi(dc, config);
var aIResponse = rasa.TextRequest(new AIRequest {
Query = new String[] { text }
});
var speeches = new List <String>();
for (int messageIndex = 0; messageIndex < aIResponse.Result.Fulfillment.Messages.Count; messageIndex++)
{
var message = JObject.FromObject(aIResponse.Result.Fulfillment.Messages[messageIndex]);
string type = message["Type"].ToString();
if (type == "0")
{
string speech = message["Speech"].ToString();
//string filePath = await polly.Utter(speech, env.WebRootPath, voiceId);
//polly.Play(filePath);
speeches.Add(speech);
}
else if (type == "4")
{
/*var payload = JsonConvert.DeserializeObject<CustomPayload>(message["payload"].ToString());
* if (payload.Task == "delay")
* {
* await Task.Delay(int.Parse(payload.Parameters.First().ToString()));
* }
* else if (payload.Task == "voice")
* {
* voiceId = VoiceId.FindValue(payload.Parameters.First().ToString());
* }*/
}
}
return(string.Join(".", speeches));
}
public void TextRequest()
{
var config = new AIConfiguration(BOT_CLIENT_TOKEN, SupportedLanguage.English);
config.SessionId = Guid.NewGuid().ToString();
var rasa = new RasaAi(dc, config);
}
public string Train([FromRoute] string agentId)
{
var rasa = new RasaAi(dc);
rasa.agent = rasa.LoadAgentById(dc, agentId);
rasa.Train();
return("Training Completed");
}
public String Create([FromBody] Agent agent)
{
var rasa = new RasaAi(dc, null);
dc.DbTran(() => {
rasa.SaveAgent(agent);
});
return agent.Id;
}
public void UpdateAgentTest()
{
var agent = new Agent
{
Id = BOT_ID,
Language = "en"
};
var rasa = new RasaAi();
//int row = dc.DbTran(() => rasa.agent.SaveAgent(dc));
}
public void CreateAgentTest()
{
var agent = new Agent
{
Id = BOT_ID,
Language = "en",
UserId = Guid.NewGuid().ToString()
};
var rasa = new RasaAi();
//int row = dc.DbTran(() => rasa.agent.SaveAgent(dc));
}
public void RestoreAgentFromDialogflowToRasaTest()
{
string dataPath = AppDomain.CurrentDomain.GetData("DataPath").ToString();
var botsHeaderFilePath = Path.Join(dataPath, "DbInitializer", $"Agents{Path.DirectorySeparatorChar}agents.json");
var agents = JsonConvert.DeserializeObject <List <AgentImportHeader> >(File.ReadAllText(botsHeaderFilePath));
agents.ForEach(agentHeader => {
var rasa = new RasaAi();
rasa.RestoreAgent <AgentImporterInDialogflow>(agentHeader);
});
}
public void UpdateAgentTest()
{
var agent = new Agent
{
Id = BOT_ID,
Name = BOT_NAME,
Language = "en"
};
var rasa = new RasaAi(dc);
int row = dc.DbTran(() => rasa.SaveAgent(agent));
}
public void RestoreAgentTest()
{
var rasa = new RasaAi(dc);
var importer = new AgentImporterInDialogflow();
var agent = rasa.RestoreAgent(importer, BOT_NAME);
agent.Id = BOT_ID;
agent.ClientAccessToken = BOT_CLIENT_TOKEN;
agent.DeveloperAccessToken = BOT_DEVELOPER_TOKEN;
int row = dc.DbTran(() => rasa.SaveAgent(agent));
}
public void TrainAgentTest()
{
var config = new AIConfiguration(BOT_CLIENT_TOKEN, SupportedLanguage.English);
config.SessionId = Guid.NewGuid().ToString();
var rasa = new RasaAi(dc, config);
rasa.agent = rasa.LoadAgent();
string msg = rasa.Train(dc);
Assert.IsTrue(!String.IsNullOrEmpty(msg));
}
public IActionResult CreateIntent([FromRoute] string agentId, [FromBody] VmIntentDetail vmIntent)
{
if (agentId != vmIntent.AgentId)
{
return(BadRequest("AgentId is not matched with intent agentId."));
}
var agent = new RasaAi(dc).LoadAgentById(dc, agentId);
var intent = vmIntent.ToIntent();
dc.DbTran(() => {
intent.Id = agent.CreateIntent(dc, intent);
});
return(Ok(intent.Id));
}
private void ImportChatbot(Database dc, AgentMeta meta)
{
var rasa = new RasaAi(dc);
var importer = new AgentImporterInDialogflow();
string dataDir = $"{Database.ContentRootPath}{Path.DirectorySeparatorChar}App_Data{Path.DirectorySeparatorChar}Agents";
var agent = rasa.RestoreAgent(importer, meta.Name, dataDir);
agent.Id = meta.Id;
agent.UserId = meta.UserId ?? AiBot.BUILTIN_USER_ID;
agent.ClientAccessToken = meta.ClientAccessToken;
agent.DeveloperAccessToken = meta.DeveloperAccessToken;
rasa.agent = agent;
rasa.agent.SaveAgent(dc);
}
public VmIntentDetail GetIntentById([FromRoute] string intentId)
{
var agent = new RasaAi(dc);
var intent = agent.GetIntent(dc, intentId);
var vm = new VmIntentDetail
{
Id = intent.Id,
AgentId = intent.AgentId,
Name = intent.Name,
Events = new List <string>(),
Contexts = intent.Contexts.Select(x => x.Name).ToList(),
UserSays = intent.UserSays.Select(x => x.ToObject <VmIntentExpression>()).ToList(),
Responses = intent.Responses.Select(x => VmIntentResponse.FromIntentResponse(x)).ToList()
};
return(vm);
}
public void AppleStoreTest()
{
var config = new AIConfiguration(BOT_CLIENT_TOKEN, SupportedLanguage.English);
config.SessionId = Guid.NewGuid().ToString();
var rasa = new RasaAi(dc, config);
// Round 1
var response = rasa.TextRequest(new AIRequest {
Query = new String[] { "Hi" }
});
Assert.AreEqual(response.Result.Metadata.IntentName, "Default Fallback Intent");
// Round 2
response = rasa.TextRequest(new AIRequest {
Query = new String[] { "I want to buy an iPhone 10" }
});
Assert.AreEqual(response.Result.Metadata.IntentName, "Buy iPhone");
Assert.AreEqual(response.Result.Parameters.First(x => x.Key == "iPhone").Value, "iPhone 10");
Assert.AreEqual(response.Result.Contexts.FirstOrDefault(x => x.Name == "askshippingaddress").Lifespan, 5);
// ask shipping address
response = rasa.TextRequest(new AIRequest {
Query = new String[] { "1787 Orchard Ln, Northfield, IL 60093" }
});
Assert.AreEqual(response.Result.Metadata.IntentName, "Telling Shipping Address");
//Assert.AreEqual(response.Result.Parameters.FirstOrDefault(x => x.Key == "address").Value, "");
// ask if payment
response = rasa.TextRequest(new AIRequest {
Query = new String[] { "Yes" }
});
Assert.AreEqual(response.Result.Metadata.IntentName, "Place work order");
//Assert.AreEqual(response.Result.Parameters.FirstOrDefault(x => x.Key == "VNS").Value, "Apple Store");
// end conversation
response = rasa.TextRequest(new AIRequest {
Query = new String[] { "Have a good one" }
});
Assert.AreEqual(response.Result.Metadata.IntentName, "Default Fallback Intent");
}
public IActionResult UpdateIntent([FromRoute] string intentId, [FromBody] VmIntentDetail vmIntent)
{
var agent = new RasaAi(dc);
dc.DbTran(() => {
var intent = agent.GetIntent(dc, intentId);
// remove
var originalIntent = dc.Table <Intent>().Find(intentId);
dc.Table <Intent>().Remove(originalIntent);
dc.SaveChanges();
// add back
intent = vmIntent.ToIntent(intent);
intent.UpdatedTime = DateTime.UtcNow;
dc.Table <Intent>().Add(intent);
});
return(Ok(intentId));
}
public async Task <ActionResult <String> > Train([FromBody] RasaTrainRequestModel request, [FromQuery] string project)
{
var trainer = new BotTrainer();
if (String.IsNullOrEmpty(request.Project))
{
request.Project = project;
}
// save corpus to agent dir
var projectPath = Path.Combine(AppDomain.CurrentDomain.GetData("DataPath").ToString(), "Projects");
var dataPath = Path.Combine(projectPath, project);
var agentPath = Path.Combine(dataPath, "Temp");
if (!Directory.Exists(agentPath))
{
Directory.CreateDirectory(agentPath);
}
var fileName = Path.Combine(agentPath, "corpus.json");
System.IO.File.WriteAllText(fileName, JsonConvert.SerializeObject(request.Corpus, new JsonSerializerSettings
{
Formatting = Formatting.Indented,
NullValueHandling = NullValueHandling.Ignore,
ContractResolver = new CamelCasePropertyNamesContractResolver()
}));
var bot = new RasaAi();
var agent = bot.LoadAgentFromFile <AgentImporterInRasa>(agentPath,
new AgentImportHeader
{
Id = request.Project,
Name = project
});
var info = await trainer.Train(agent);
return(Ok(new { info = info.Model }));
}
public new VmTestPayload Test([FromRoute] string conversationId, [FromQuery] string text)
{
string agentId = dc.Table <Conversation>().Find(conversationId).AgentId;
string clientAccessToken = dc.Table <Agent>().Find(agentId).ClientAccessToken;
var config = new AIConfiguration(clientAccessToken, SupportedLanguage.English);
config.SessionId = conversationId;
var rasa = new RasaAi(dc, config);
var aIResponse = rasa.TextRequest(new AIRequest {
Query = new String[] { text }
});
// redirect to third-part api when get fallback intent
if (aIResponse.Result.Metadata.IntentName == "Default Fallback Intent")
{
var apiAi = new ApiAiSDK.ApiAi(new ApiAiSDK.AIConfiguration("d018bf12a8a8419797fe3965637389b0", ApiAiSDK.SupportedLanguage.English));
var apiAiResponse = apiAi.TextRequest(text);
aIResponse = apiAiResponse.ToObject <AIResponse>();
}
var speeches = new List <String>();
for (int messageIndex = 0; messageIndex < aIResponse.Result.Fulfillment.Messages.Count; messageIndex++)
{
var message = JObject.FromObject(aIResponse.Result.Fulfillment.Messages[messageIndex]);
string type = (message["Type"] ?? message["type"]).ToString();
if (type == "0")
{
string speech = (message["Speech"] ?? message["speech"]).ToString();
//string filePath = await polly.Utter(speech, env.WebRootPath, voiceId);
//polly.Play(filePath);
speeches.Add(speech);
}
else if (type == "4")
{
var payload = (message["Payload"] ?? message["payload"]).ToObject <AIResponseCustomPayload>();
if (payload.Task == "delay")
{
//await Task.Delay(int.Parse(payload.Parameters.First().ToString()));
}
else if (payload.Task == "voice")
{
//voiceId = VoiceId.FindValue(payload.Parameters.First().ToString());
}
else if (payload.Task == "transfer")
{
// get VNS, query blockchain
var vcDriver = new VoicechainDriver(dc);
var aName = vcDriver.GetAName(aIResponse.Result.Parameters["VNS"]);
}
}
}
string fulfillmentText = string.Join(".", speeches);
return(new VmTestPayload
{
FulfillmentText = fulfillmentText,
Payload = aIResponse
});
}
public TrainController(RasaAi <AgentModel> configuration, IPlatformSettings settings)
{
builder = configuration;
this.settings = settings;
}
public async Task SendMessage(string conversationId, string text)
{
await Clients.Caller.SendAsync("ShowLoading");
var dc = new DefaultDataContextLoader().GetDefaultDc();
string agentId = dc.Table <Conversation>().Find(conversationId).AgentId;
string clientAccessToken = dc.Table <Agent>().Find(agentId).ClientAccessToken;
var config = new AIConfiguration(clientAccessToken, SupportedLanguage.English);
config.SessionId = conversationId;
var rasa = new RasaAi(dc, config);
var aIResponse = rasa.TextRequest(new AIRequest {
Query = new String[] { text }
});
// redirect to third-part api when get fallback intent
if (aIResponse.Result.Metadata.IntentName == "Default Fallback Intent")
{
var apiAi = new ApiAiSDK.ApiAi(new ApiAiSDK.AIConfiguration("d018bf12a8a8419797fe3965637389b0", ApiAiSDK.SupportedLanguage.English));
var apiAiResponse = apiAi.TextRequest(text);
aIResponse = apiAiResponse.ToObject <AIResponse>();
}
VoicechainResponse <ANameModel> aName = null;
VoiceId voiceId = dc.Table <AgentVoice>().FirstOrDefault(x => x.AgentId == agentId)?.VoiceId;
string awsAccessKey = Database.Configuration.GetSection("Aws:AWSAccessKey").Value;
string awsSecretKey = Database.Configuration.GetSection("Aws:AWSSecretKey").Value;
var polly = new PollyUtter(awsAccessKey, awsSecretKey);
await Clients.Caller.SendAsync("HideLoading");
for (int messageIndex = 0; messageIndex < aIResponse.Result.Fulfillment.Messages.Count; messageIndex++)
{
await Clients.Caller.SendAsync("ShowLoading");
await Task.Delay(1000);
var message = JObject.FromObject(aIResponse.Result.Fulfillment.Messages[messageIndex]);
string type = (message["Type"] ?? message["type"]).ToString();
if (type == "0")
{
string speech = (message["Speech"] ?? message["speech"]).ToString();
string filePath = await polly.Utter(speech, Database.ContentRootPath, voiceId);
//polly.Play(filePath);
await Clients.Caller.SendAsync("ReceiveMessage", new VmTestPayload
{
ConversationId = conversationId,
Sender = rasa.agent.Name,
FulfillmentText = speech,
Payload = aIResponse,
AudioPath = filePath
});
}
else if (type == "4")
{
var payload = (message["Payload"] ?? message["payload"]).ToObject <AIResponseCustomPayload>();
if (payload.Task == "delay")
{
await Task.Delay(int.Parse(payload.Parameters.First().ToString()));
}
else if (payload.Task == "voice")
{
//voiceId = VoiceId.FindValue(payload.Parameters.First().ToString());
}
else if (payload.Task == "terminate")
{
if (rasa.agent.Id == "fd9f1b29-fed8-4c68-8fda-69ab463da126")
{
continue;
}
// update conversation agent id back to Voiceweb
dc.DbTran(() => {
var conversation = dc.Table <Conversation>().Find(conversationId);
conversation.AgentId = "fd9f1b29-fed8-4c68-8fda-69ab463da126";
});
await Clients.Caller.SendAsync("Transfer", new VmTestPayload
{
ConversationId = conversationId,
Sender = "Voiceweb",
FulfillmentText = "Hi",
Payload = aIResponse
});
}
else if (payload.Task == "transfer")
{
// get VNS, query blockchain
var vcDriver = new VoicechainDriver(dc);
aName = vcDriver.GetAName(aIResponse.Result.Parameters["VNS"]);
// sending feedback when do querying blockchain
await Clients.Caller.SendAsync("SystemNotification", new VmTestPayload
{
ConversationId = conversationId,
Sender = rasa.agent.Name,
FulfillmentText = $"Querying VNS {aName.Data.Domain} on Blockchain: IP - {aName.Data.Value}. <a href='http://www.voicecoin.net/tx/{aName.Data.Txid}' target='_blank' style='color:white;'>View Transaction</a>",
Payload = aName
});
// switch to another agent
var newAgent = (from vns in dc.Table <VnsTable>()
join agent in dc.Table <Agent>() on vns.AgentId equals agent.Id
select new
{
agent.Id,
agent.Name,
vns.Domain
})
.FirstOrDefault(x => x.Domain == aName.Data.Domain);
// update conversation agent id to new agent
dc.DbTran(() => {
var conversation = dc.Table <Conversation>().Find(conversationId);
conversation.AgentId = newAgent.Id;
});
await Clients.Caller.SendAsync("Transfer", new VmTestPayload
{
ConversationId = conversationId,
Sender = newAgent.Name,
FulfillmentText = "Hi",
Payload = aName
});
}
}
await Clients.Caller.SendAsync("HideLoading");
}
}
public Agent Get([FromRoute] String id)
{
var console = new RasaAi(dc, null);
return console.LoadAgent();
}
/// <summary>
/// Initialize dialog controller and get a platform instance
/// </summary>
/// <param name="platform"></param>
public ParseController(RasaAi <AgentModel> configuration)
{
builder = configuration;
}
