ConsoleInputChannel no longer exist

Rasa Open Source
10

Similarly, I had code to start interactive training from my script. This broke in V11 because of ConsoleInputChannel. So my V9 Version was:

agent = Agent("domain.yml", policies=[KerasPolicy()])
stories_file = "data\stories.md"
stories_data = agent.load_data(stories_file)
output_path = "models\dialog"
if online:
    import rasa_core.run
    if nlu:
        agent.interpreter = RasaNLUInterpreter("models/nlu/current")
    else:
        agent.interpreter = RegexInterpreter()
    agent.train_online(
            stories_data,
            input_channel=ConsoleInputChannel(),
            epochs=100,
            model_path=output_path)

And my V11 Version now looks like:

from rasa_core.train import online
interpreter = NaturalLanguageInterpreter.create("models/nlu/current")
from rasa_core.utils import EndpointConfig
action_endpoint = EndpointConfig(url="http://localhost:5056/webhook")
agent = Agent.load("models/dialog", interpreter=interpreter, action_endpoint=action_endpoint)
online.serve_agent(agent)

Actually the same as the run code, but with online.serve_agent() instead of rasa_core.run.serve_application()

3 Likes