public ActionResult <RasaResponse> Parse(RasaRequestModel request)
{
String clientAccessToken = Request.Headers["ClientAccessToken"];
var config = new AIConfiguration(clientAccessToken, SupportedLanguage.English);
config.SessionId = "rasa nlu";
_platform.LoadAgent(clientAccessToken);
var aIResponse = _platform.TextRequest(new AIRequest
{
Query = new String[] { request.Text }
});
return(new RasaResponse
{
Intent = new RasaResponseIntent
{
Name = aIResponse.Result.Metadata.IntentName,
Confidence = aIResponse.Result.Score
},
Entities = new List <RasaResponseEntity>
{
},
Text = request.Text
});
}
public ActionResult <RasaResponse> Parse(RasaRequestModel request)
{
var config = new AIConfiguration("", SupportedLanguage.English);
config.SessionId = "rasa nlu";
string body = "";
using (var reader = new StreamReader(Request.Body))
{
body = reader.ReadToEnd();
}
Console.WriteLine($"Got message from {Request.Host}: {body}", Color.Green);
if (request.Project == null && !String.IsNullOrEmpty(body))
{
request = JsonConvert.DeserializeObject <RasaRequestModel>(body);
}
// Load agent
var projectPath = Path.Combine(AppDomain.CurrentDomain.GetData("DataPath").ToString(), "Projects", request.Project);
if (String.IsNullOrEmpty(request.Model))
{
request.Model = Directory.GetDirectories(projectPath).Where(x => x.Contains("model_")).Last().Split(Path.DirectorySeparatorChar).Last();
}
var modelPath = Path.Combine(projectPath, request.Model);
var agent = _platform.LoadAgentFromFile(modelPath);
var aIResponse = _platform.TextRequest(new AIRequest
{
AgentDir = projectPath,
Model = request.Model,
Query = new String[] { request.Text }
});
var rasaResponse = new RasaResponse
{
Intent = new RasaResponseIntent
{
Name = aIResponse.Result.Metadata.IntentName,
Confidence = aIResponse.Result.Score
},
Entities = aIResponse.Result.Entities.Select(x => new RasaResponseEntity
{
Extractor = x.Extrator,
Start = x.Start,
Entity = x.Entity,
Value = x.Value
}).ToList(),
Text = request.Text,
Model = request.Model,
Project = agent.Name,
IntentRanking = new List <RasaResponseIntent>
{
new RasaResponseIntent
{
Name = aIResponse.Result.Metadata.IntentName,
Confidence = aIResponse.Result.Score
}
},
Fullfillment = aIResponse.Result.Fulfillment
};
return(rasaResponse);
}