#!/usr/bin/env python # Copyright 2017 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """DialogFlow API Detect Intent Python sample with text inputs. Examples: python detect_intent_texts.py -h python detect_intent_texts.py --project-id PROJECT_ID \ --session-id SESSION_ID \ "hello" "book a meeting room" "Mountain View" python detect_intent_texts.py --project-id PROJECT_ID \ --session-id SESSION_ID \ "tomorrow" "10 AM" "2 hours" "10 people" "A" "yes" """ import argparse import uuid # [START dialogflow_detect_intent_text] def detect_intent_texts(project_id, session_id, texts, language_code): """Returns the result of detect intent with texts as inputs. Using the same `session_id` between requests allows continuation of the conversation.""" from google.cloud import dialogflow session_client = dialogflow.SessionsClient() session = session_client.session_path(project_id, session_id) print("Session path: {}\n".format(session)) for text in texts: text_input = dialogflow.TextInput(text=text, language_code=language_code) query_input = dialogflow.QueryInput(text=text_input) response = session_client.detect_intent( request={"session": session, "query_input": query_input} ) print("=" * 20) print("Query text: {}".format(response.query_result.query_text)) print( "Detected intent: {} (confidence: {})\n".format( response.query_result.intent.display_name, response.query_result.intent_detection_confidence, ) ) print("Fulfillment text: {}\n".format(response.query_result.fulfillment_text)) # [END dialogflow_detect_intent_text] if __name__ == "__main__": parser = argparse.ArgumentParser( description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter ) parser.add_argument( "--project-id", help="Project/agent id. Required.", required=True ) parser.add_argument( "--session-id", help="Identifier of the DetectIntent session. " "Defaults to a random UUID.", default=str(uuid.uuid4()), ) parser.add_argument( "--language-code", help='Language code of the query. Defaults to "en-US".', default="en-US", ) parser.add_argument("texts", nargs="+", type=str, help="Text inputs.") args = parser.parse_args() detect_intent_texts( args.project_id, args.session_id, args.texts, args.language_code )