train-dialogue

def train_dialogue(domain_file="faq_domain.yml",
                   model_path="models/dialogue",
                   training_data_file="data/stories.md"):
    agent = Agent(domain_file,
                  policies=[MemoizationPolicy(max_history=3)])

    training_data = agent.load_data(training_data_file)
    agent.train(
            training_data,
            epochs=400,
            batch_size=100,
            validation_split=0.2
    )

    agent.persist(model_path)
    return agent