private 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", project);
var modelPath = Path.Combine(projectPath, request.Model);
if (!Directory.Exists(modelPath))
{
Directory.CreateDirectory(modelPath);
}
// Save raw data to file, then parse it to Agent instance.
var metaFileName = Path.Combine(modelPath, "meta.json");
System.IO.File.WriteAllText(metaFileName, JsonConvert.SerializeObject(new AgentImportHeader
{
Name = project,
Platform = PlatformType.Rasa
}));
// in order to unify the process.
var fileName = Path.Combine(modelPath, "corpus.json");
System.IO.File.WriteAllText(fileName, JsonConvert.SerializeObject(request, new JsonSerializerSettings
{
Formatting = Formatting.Indented,
NullValueHandling = NullValueHandling.Ignore,
ContractResolver = new CamelCasePropertyNamesContractResolver()
}));
var agent = _platform.LoadAgentFromFile(modelPath);
var info = await trainer.Train(agent, new BotTrainOptions
{
AgentDir = projectPath,
Model = request.Model
});
return(Ok(new { info = info.Model }));
}
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 }));
}