public async Task <TrainingCorpus> ExtractorCorpus(TAgent agent)
{
var corpus = new TrainingCorpus()
{
Entities = new List <TrainingEntity>(),
UserSays = new List <TrainingIntentExpression <TrainingIntentExpressionPart> >()
};
List <string> entities = new List <string>();
// generate entity list
agent.Intents.ForEach(intent =>
{
intent.Entities.ForEach(entity =>
{
if (!entities.Contains(entity.Entity))
{
corpus.Entities.Add(new TrainingEntity
{
Entity = entity.Entity,
Values = new List <TrainingEntitySynonym>
{
new TrainingEntitySynonym
{
Value = entity.Value,
Synonyms = new List <string>
{
entity.Value
}
}
}
});
entities.Add(entity.Entity);
}
});
});
agent.Intents.ForEach(intent =>
{
var express = new TrainingIntentExpression <TrainingIntentExpressionPart>()
{
Text = intent.Text,
Intent = intent.Intent,
Entities = intent.Entities
};
corpus.UserSays.Add(express);
});
return(corpus);
}
public async Task <TrainingCorpus> ExtractorCorpus(TAgent agent)
{
var corpus = new TrainingCorpus();
corpus.Entities = agent.Entities.Select(x => new TrainingEntity
{
Entity = x.EntityName,
Values = x.Examples.Select(y => new TrainingEntitySynonym
{
Value = y.Value,
Synonyms = y.Synonyms
}).ToList()
}).ToList();
corpus.UserSays = new List <TrainingIntentExpression <TrainingIntentExpressionPart> >();
foreach (DomainModel domain in agent.Domains)
{
foreach (IntentModel intent in domain.Intents)
{
foreach (IntentExampleModel example in intent.Examples)
{
var say = new TrainingIntentExpression <TrainingIntentExpressionPart>()
{
Intent = intent.IntentName,
Text = example.UserSays,
Entities = example.Entities.Select(x => new TrainingIntentExpressionPart
{
Entity = x.Entity,
Start = x.Start,
Value = x.Value
}).ToList()
};
corpus.UserSays.Add(say);
}
}
}
return(corpus);
}
