def start_server(input_channels,
cors,
auth_token,
port,
initial_agent,
enable_api=True,
jwt_secret=None,
jwt_method=None):
"""Run the agent."""
if enable_api:
app = server.create_app(initial_agent,
cors_origins=cors,
auth_token=auth_token,
jwt_secret=jwt_secret,
jwt_method=jwt_method)
else:
app = Flask(__name__)
CORS(app, resources={r"/*": {"origins": cors or ""}})
if input_channels:
rasa_core.channels.channel.register(input_channels,
app,
initial_agent.handle_message,
route="/webhooks/")
if logger.isEnabledFor(logging.DEBUG):
utils.list_routes(app)
http_server = WSGIServer(('0.0.0.0', port), app)
logger.info("Rasa Core server is up and running on "
"{}".format(constants.DEFAULT_SERVER_FORMAT.format(port)))
http_server.start()
return http_server
def start_server(input_channels,
cors,
auth_token,
port,
initial_agent,
enable_api=True):
"""Run the agent."""
if enable_api:
app = server.create_app(initial_agent,
cors_origins=cors,
auth_token=auth_token)
else:
app = Flask(__name__)
CORS(app, resources={r"/*": {"origins": cors or ""}})
if input_channels:
rasa_core.channels.channel.register(input_channels,
app,
initial_agent.handle_message,
route="/webhooks/")
if logger.isEnabledFor(logging.DEBUG):
utils.list_routes(app)
http_server = WSGIServer(('0.0.0.0', port), app)
logger.info("Rasa Core server is up and running on "
"{}".format(constants.DEFAULT_SERVER_URL))
http_server.start()
return http_server
def test_facebook_channel():
from rasa_core.channels.facebook import FacebookInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = FacebookInput(
fb_verify="YOUR_FB_VERIFY",
# you need tell facebook this token, to confirm your URL
fb_secret="YOUR_FB_SECRET", # your app secret
fb_access_token="YOUR_FB_PAGE_ACCESS_TOKEN"
# token for the page you subscribed to
)
# set serve_forever=True if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/facebook/").startswith(
'fb_webhook.health')
assert routes_list.get("/webhooks/facebook/webhook").startswith(
'fb_webhook.webhook')
finally:
s.stop()
def test_callback_channel():
from rasa_core.channels.callback import CallbackInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = CallbackInput(
# URL Core will call to send the bot responses
endpoint=EndpointConfig("http://localhost:5004"))
# set serve_forever=True if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/callback/").startswith(
'callback_webhook.health')
assert routes_list.get("/webhooks/callback/webhook").startswith(
'callback_webhook.webhook')
finally:
s.stop()
def test_twilio_channel():
from rasa_core.channels.twilio import TwilioInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = TwilioInput(
# you get this from your twilio account
account_sid="YOUR_ACCOUNT_SID",
# also from your twilio account
auth_token="YOUR_AUTH_TOKEN",
# a number associated with your twilio account
twilio_number="YOUR_TWILIO_NUMBER")
# set serve_forever=True if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/twilio/").startswith(
'twilio_webhook.health')
assert routes_list.get("/webhooks/twilio/webhook").startswith(
'twilio_webhook.message')
finally:
s.stop()
def test_slack_channel():
from rasa_core.channels.slack import SlackInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = SlackInput(
slack_token="YOUR_SLACK_TOKEN",
# this is the `bot_user_o_auth_access_token`
slack_channel="YOUR_SLACK_CHANNEL"
# the name of your channel to which the bot posts (optional)
)
# set serve_forever=False if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/slack/").startswith(
'slack_webhook.health')
assert routes_list.get("/webhooks/slack/webhook").startswith(
'slack_webhook.webhook')
finally:
s.stop()
def test_botframework_channel():
from rasa_core.channels.botframework import BotFrameworkInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = BotFrameworkInput(
# you get this from your Bot Framework account
app_id="MICROSOFT_APP_ID",
# also from your Bot Framework account
app_password="******")
# set serve_forever=True if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/botframework/").startswith(
'botframework_webhook.health')
assert routes_list.get("/webhooks/botframework/webhook").startswith(
'botframework_webhook.webhook')
finally:
s.stop()
def test_rocketchat_channel():
from rasa_core.channels.rocketchat import RocketChatInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = RocketChatInput(
# your bots rocket chat user name
user="******",
# the password for your rocket chat bots account
password="******",
# url where your rocket chat instance is running
server_url="https://demo.rocket.chat")
# set serve_forever=True if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/rocketchat/").startswith(
'rocketchat_webhook.health')
assert routes_list.get("/webhooks/rocketchat/webhook").startswith(
'rocketchat_webhook.webhook')
finally:
s.stop()
def test_slack_channel():
from rasa_core.channels.slack import SlackInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = SlackInput(
slack_token="YOUR_SLACK_TOKEN",
# this is the `bot_user_o_auth_access_token`
slack_channel="YOUR_SLACK_CHANNEL"
# the name of your channel to which the bot posts (optional)
)
# set serve_forever=True if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/slack/").startswith(
'slack_webhook.health')
assert routes_list.get("/webhooks/slack/webhook").startswith(
'slack_webhook.webhook')
finally:
s.stop()
def test_mattermost_channel():
from rasa_core.channels.mattermost import MattermostInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = MattermostInput(
# this is the url of the api for your mattermost instance
url="http://chat.example.com/api/v4",
# the name of your team for mattermost
team="community",
# the username of your bot user that will post
user="******",
# messages
pw="password"
# the password of your bot user that will post messages
)
# set serve_forever=True if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/mattermost/").startswith(
'mattermost_webhook.health')
assert routes_list.get("/webhooks/mattermost/webhook").startswith(
'mattermost_webhook.webhook')
finally:
s.stop()
def test_facebook_channel():
from rasa_core.channels.facebook import FacebookInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = FacebookInput(
fb_verify="YOUR_FB_VERIFY",
# you need tell facebook this token, to confirm your URL
fb_secret="YOUR_FB_SECRET", # your app secret
fb_access_token="YOUR_FB_PAGE_ACCESS_TOKEN"
# token for the page you subscribed to
)
# set serve_forever=False if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/facebook/").startswith(
'fb_webhook.health')
assert routes_list.get("/webhooks/facebook/webhook").startswith(
'fb_webhook.webhook')
finally:
s.stop()
def test_socketio_channel():
from rasa_core.channels.socketio import SocketIOInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = SocketIOInput(
# event name for messages sent from the user
user_message_evt="user_uttered",
# event name for messages sent from the bot
bot_message_evt="bot_uttered",
# socket.io namespace to use for the messages
namespace=None)
# set serve_forever=True if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/socketio/").startswith(
'socketio_webhook.health')
finally:
s.stop()
def test_twilio_channel():
from rasa_core.channels.twilio import TwilioInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = TwilioInput(
# you get this from your twilio account
account_sid="YOUR_ACCOUNT_SID",
# also from your twilio account
auth_token="YOUR_AUTH_TOKEN",
# a number associated with your twilio account
twilio_number="YOUR_TWILIO_NUMBER"
)
# set serve_forever=False if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/twilio/").startswith(
'twilio_webhook.health')
assert routes_list.get("/webhooks/twilio/webhook").startswith(
'twilio_webhook.message')
finally:
s.stop()
def test_rocketchat_channel():
from rasa_core.channels.rocketchat import RocketChatInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = RocketChatInput(
# your bots rocket chat user name
user="******",
# the password for your rocket chat bots account
password="******",
# url where your rocket chat instance is running
server_url="https://demo.rocket.chat"
)
# set serve_forever=False if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/rocketchat/").startswith(
'rocketchat_webhook.health')
assert routes_list.get("/webhooks/rocketchat/webhook").startswith(
'rocketchat_webhook.webhook')
finally:
s.stop()
def test_botframework_channel():
from rasa_core.channels.botframework import BotFrameworkInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = BotFrameworkInput(
# you get this from your Bot Framework account
app_id="MICROSOFT_APP_ID",
# also from your Bot Framework account
app_password="******"
)
# set serve_forever=False if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/botframework/").startswith(
'botframework_webhook.health')
assert routes_list.get("/webhooks/botframework/webhook").startswith(
'botframework_webhook.webhook')
finally:
s.stop()
def test_mattermost_channel():
from rasa_core.channels.mattermost import MattermostInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = MattermostInput(
# this is the url of the api for your mattermost instance
url="http://chat.example.com/api/v4",
# the name of your team for mattermost
team="community",
# the username of your bot user that will post
user="******",
# messages
pw="password"
# the password of your bot user that will post messages
)
# set serve_forever=False if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/mattermost/").startswith(
'mattermost_webhook.health')
assert routes_list.get("/webhooks/mattermost/webhook").startswith(
'mattermost_webhook.webhook')
finally:
s.stop()
def test_webexteams_channel():
from rasa_core.channels.webexteams import WebexTeamsInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = WebexTeamsInput(
access_token="YOUR_ACCESS_TOKEN",
# this is the `bot access token`
room="YOUR_WEBEX_ROOM"
# the name of your channel to which the bot posts (optional)
)
# set serve_forever=True if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/webexteams/").startswith(
'webexteams_webhook.health')
assert routes_list.get("/webhooks/webexteams/webhook").startswith(
'webexteams_webhook.webhook')
finally:
s.stop()
def start_server(input_channels,
cors,
auth_token,
port,
initial_agent,
enable_api=True,
jwt_secret=None,
jwt_method=None):
"""Run the agent."""
from rasa_core import server
from flask import Flask
from flask_cors import CORS, cross_origin
if enable_api:
app = server.create_app(initial_agent,
cors_origins=cors,
auth_token=auth_token,
jwt_secret=jwt_secret,
jwt_method=jwt_method)
else:
from rasa_core.version import __version__
app = Flask(__name__)
CORS(app, resources={r"/*": {"origins": cors or ""}})
cors_origins = cors or []
@app.route("/", methods=['GET', 'OPTIONS'])
@cross_origin(origins=cors_origins)
def hello():
"""Check if the server is running and responds with the version."""
return "hello from Rasa Core: " + __version__
if input_channels:
rasa_core.channels.channel.register(input_channels,
app,
initial_agent.handle_message,
route="/webhooks/")
if logger.isEnabledFor(logging.DEBUG):
utils.list_routes(app)
http_server = WSGIServer(('0.0.0.0', port), app)
logger.info("Rasa Core server is up and running on "
"{}".format(constants.DEFAULT_SERVER_FORMAT.format(port)))
http_server.start()
return http_server
def start_server(input_channels,
cors,
auth_token,
port,
initial_agent,
enable_api=True,
jwt_secret=None,
jwt_method=None):
"""Run the agent."""
if enable_api:
app = server.create_app(initial_agent,
cors_origins=cors,
auth_token=auth_token,
jwt_secret=jwt_secret,
jwt_method=jwt_method)
# print('I am a Not a flask app');
else:
app = Flask(__name__)
app.logger.setLevel(logging.ERROR)
# print('I am a flask app');
app.debug = False
CORS(app, resources={r"/*": {"origins": cors or ""}})
if input_channels:
rasa_core.channels.channel.register(input_channels,
app,
initial_agent.handle_message,
route="/webhooks/")
if logger.isEnabledFor(logging.DEBUG):
utils.list_routes(app)
http_server = WSGIServer(('0.0.0.0', port),
application=app,
log=None,
backlog=None,
error_log=None)
# http://www.gevent.org/api/gevent.pywsgi.html; Log level details;
logger.info("Rasa Core server is up and running on "
"{}".format(constants.DEFAULT_SERVER_FORMAT.format(port)))
http_server.start()
return http_server
def test_list_routes(default_agent):
from rasa_core import server
app = server.create_app(default_agent, auth_token=None)
routes = utils.list_routes(app)
assert set(routes.keys()) == {
'hello', 'version', 'execute_action', 'append_event', 'replace_events',
'list_trackers', 'retrieve_tracker', 'retrieve_story', 'respond',
'predict', 'parse', 'train_stack', 'log_message', 'load_model',
'evaluate_stories', 'get_domain', 'continue_training', 'status',
'tracker_predict'
}
def test_register_channel_without_route():
"""Check we properly connect the input channel blueprint if route is None"""
from rasa_core.channels import RestInput
from flask import Flask
import rasa_core
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = RestInput()
app = Flask(__name__)
rasa_core.channels.channel.register([input_channel],
app,
agent.handle_message,
route=None)
routes_list = utils.list_routes(app)
assert routes_list.get("/webhook").startswith(
"custom_webhook_RestInput.receive")
def test_telegram_channel():
# telegram channel will try to set a webhook, so we need to mock the api
httpretty.register_uri(
httpretty.POST,
'https://api.telegram.org/bot123:YOUR_ACCESS_TOKEN/setWebhook',
body='{"ok": true, "result": {}}')
httpretty.enable()
from rasa_core.channels.telegram import TelegramInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = TelegramInput(
# you get this when setting up a bot
access_token="123:YOUR_ACCESS_TOKEN",
# this is your bots username
verify="YOUR_TELEGRAM_BOT",
# the url your bot should listen for messages
webhook_url="YOUR_WEBHOOK_URL"
)
# set serve_forever=False if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/telegram/").startswith(
'telegram_webhook.health')
assert routes_list.get("/webhooks/telegram/webhook").startswith(
'telegram_webhook.message')
finally:
s.stop()
httpretty.disable()
def test_telegram_channel():
# telegram channel will try to set a webhook, so we need to mock the api
httpretty.register_uri(
httpretty.POST,
'https://api.telegram.org/bot123:YOUR_ACCESS_TOKEN/setWebhook',
body='{"ok": true, "result": {}}')
httpretty.enable()
from rasa_core.channels.telegram import TelegramInput
from rasa_core.agent import Agent
from rasa_core.interpreter import RegexInterpreter
# load your trained agent
agent = Agent.load(MODEL_PATH, interpreter=RegexInterpreter())
input_channel = TelegramInput(
# you get this when setting up a bot
access_token="123:YOUR_ACCESS_TOKEN",
# this is your bots username
verify="YOUR_TELEGRAM_BOT",
# the url your bot should listen for messages
webhook_url="YOUR_WEBHOOK_URL"
)
# set serve_forever=False if you want to keep the server running
s = agent.handle_channels([input_channel], 5004, serve_forever=False)
# END DOC INCLUDE
# the above marker marks the end of the code snipped included
# in the docs
try:
assert s.started
routes_list = utils.list_routes(s.application)
assert routes_list.get("/webhooks/telegram/").startswith(
'telegram_webhook.health')
assert routes_list.get("/webhooks/telegram/webhook").startswith(
'telegram_webhook.message')
finally:
s.stop()
httpretty.disable()
def test_list_routes(default_agent):
from rasa_core import server
app = server.create_app(default_agent, auth_token=None)
routes = utils.list_routes(app)
assert len(routes) > 0
def test_list_routes(default_agent):
from rasa_core import server
app = server.create_app(default_agent, auth_token=None)
routes = utils.list_routes(app)
assert len(routes) > 0