GoogleCloudPlatform · telpirion · Aug 29, 2018 · Dec 3, 2018 · Feb 6, 2019 · May 15, 2019
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+# This file is used to generate README.rst
+
+product:
+  name: Dialogflow Enterprise Edition  API
+  short_name: Dialogflow API
+  url: https://cloud.google.com/dialogflow-enterprise/docs/
+  description: >
+    The `Dialogflow Enterprise Edition API`_ enables you to create conversational experiences across devices and platforms.
+
+setup:
+- auth
+- install_deps
+
+samples:
+- name: Detect Intent Text
+  file: detect_intent_texts.py
+  show_help: True
+- name: Detect Intent Audio
+  file: detect_intent_audio.py
+  show_help: True
+- name: Detect Intent Stream
+  file: detect_intent_stream.py
+  show_help: True
+- name: Detect Intent Knowledge Base
+  file: detect_intent_knowledge.py
+  show_help: True
+- name: Detect Intent with Sentiment Analysis
+  file: detect_intent_with_sentiment_analysis.py
+  show_help: True
+- name: Detect Intent with Text to Speech Response
+  file: detect_intent_with_texttospeech_response.py
+  show_help: True
+- name: Intent Management
+  file: intent_management.py
+  show_help: True
+- name: Knowledge Base Management
+  file: knowledge_base_management.py
+  show_help: True
+- name: Document Management
+  file: document_management.py
+  show_help: True
+
+cloud_client_library: true
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+# Copyright 2022 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.
+
+import os
+import uuid
+
+import pytest
+
+import conversation_management
+import conversation_profile_management
+import participant_management
+
+PROJECT_ID = os.getenv("GOOGLE_CLOUD_PROJECT")
+AUDIO_FILE_PATH = "{0}/resources/book_a_room.wav".format(
+    os.path.realpath(os.path.dirname(__file__)),
+)
+
+
+@pytest.fixture
+def conversation_profile_display_name():
+    return f"sample_conversation_profile_{uuid.uuid4()}"
+
+
+@pytest.fixture
+def conversation_profile_id(conversation_profile_display_name):
+    # Create conversation profile.
+    response = conversation_profile_management.create_conversation_profile_article_faq(
+        project_id=PROJECT_ID, display_name=conversation_profile_display_name
+    )
+    conversation_profile_id = response.name.split("conversationProfiles/")[1].rstrip()
+
+    yield conversation_profile_id
+
+    # Delete the conversation profile.
+    conversation_profile_management.delete_conversation_profile(
+        PROJECT_ID, conversation_profile_id
+    )
+
+
+@pytest.fixture
+def conversation_id(conversation_profile_id):
+    # Create conversation.
+    response = conversation_management.create_conversation(
+        project_id=PROJECT_ID, conversation_profile_id=conversation_profile_id
+    )
+    conversation_id = response.name.split("conversations/")[1].rstrip()
+
+    yield conversation_id
+
+    # Complete the conversation.
+    conversation_management.complete_conversation(
+        project_id=PROJECT_ID, conversation_id=conversation_id
+    )
+
+
+@pytest.fixture
+def participant_id(conversation_id):
+    response = participant_management.create_participant(
+        project_id=PROJECT_ID, conversation_id=conversation_id, role="END_USER"
+    )
+    participant_id = response.name.split("participants/")[1].rstrip()
+    yield participant_id
+
+
+# Test live transcription with streaming_analyze_content.
+def test_analyze_content_audio_stream(capsys, conversation_id, participant_id):
+    # Call StreamingAnalyzeContent to transcribe the audio.
+    participant_management.analyze_content_audio_stream(
+        project_id=PROJECT_ID,
+        conversation_id=conversation_id,
+        participant_id=participant_id,
+        audio_file_path=AUDIO_FILE_PATH,
+    )
+    out, _ = capsys.readouterr()
+    assert "book a room" in out
@@ -0,0 +1,47 @@
+#!/usr/bin/env python
+
+# Copyright 2021 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 Python sample showing how to manage AnswerRecord.
+"""
+
+from google.cloud import dialogflow_v2beta1 as dialogflow
+
+
+# [START dialogflow_update_answer_record]
+def update_answer_record(project_id, answer_record_id, is_clicked):
+    """Update the answer record.
+
+    Args:
+        project_id: The GCP project linked with the conversation profile.
+        answer_record_id: The answer record id returned along with the
+        suggestion.
+        is_clicked: whether the answer record is clicked."""
+
+    client = dialogflow.AnswerRecordsClient()
+    answer_record_path = client.answer_record_path(project_id, answer_record_id)
+
+    response = client.update_answer_record(
+        answer_record={
+            "name": answer_record_path,
+            "answer_feedback": {"clicked": is_clicked},
+        },
+        update_mask={"paths": ["answer_feedback"]},
+    )
+    print("AnswerRecord Name: {}".format(response.name))
+    print("Clicked: {}".format(response.answer_feedback.clicked))
+    return response
+
+
+# [END dialogflow_update_answer_record]
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+# Copyright 2021 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.
+
+import os
+
+import answer_record_management
+import conversation_management
+import conversation_profile_management
+import participant_management
+
+PROJECT_ID = os.getenv("GOOGLE_CLOUD_PROJECT")
+SMART_REPLY_MODEL = os.getenv("SMART_REPLY_MODEL")
+SMART_REPLY_ALLOWLIST = os.getenv("SMART_REPLY_ALLOWLIST")
+CONVERSATION_PROFILE_DISPLAY_NAME = "sample code profile for smart reply"
+
+
+def test_smart_reply(capsys):
+    """Test smart reply feature."""
+
+    # Create conversation profile.
+    conversation_profile_management.create_conversation_profile_smart_reply(
+        project_id=PROJECT_ID,
+        display_name=CONVERSATION_PROFILE_DISPLAY_NAME,
+        smart_reply_allowlist_name=SMART_REPLY_ALLOWLIST,
+        smart_reply_model_name=SMART_REPLY_MODEL,
+    )
+
+    out, _ = capsys.readouterr()
+    assert "Display Name: {}".format(CONVERSATION_PROFILE_DISPLAY_NAME) in out
+    conversation_profile_id = out.split("conversationProfiles/")[1].rstrip()
+
+    # Create conversation.
+    conversation_management.create_conversation(
+        project_id=PROJECT_ID, conversation_profile_id=conversation_profile_id
+    )
+
+    out, _ = capsys.readouterr()
+    conversation_id = out.split("conversations/")[1].rstrip()
+
+    # Create end user participant.
+    participant_management.create_participant(
+        project_id=PROJECT_ID, conversation_id=conversation_id, role="END_USER"
+    )
+    out, _ = capsys.readouterr()
+    end_user_id = out.split("participants/")[1].rstrip()
+
+    # Create human agent participant.
+    participant_management.create_participant(
+        project_id=PROJECT_ID, conversation_id=conversation_id, role="HUMAN_AGENT"
+    )
+    out, _ = capsys.readouterr()
+    human_agent_id = out.split("participants/")[1].rstrip()
+
+    # AnalyzeContent
+    participant_management.analyze_content_text(
+        project_id=PROJECT_ID,
+        conversation_id=conversation_id,
+        participant_id=human_agent_id,
+        text="Hi, how are you?",
+    )
+    out, _ = capsys.readouterr()
+    assert "What would you like to know?" in out
+
+    response = participant_management.analyze_content_text(
+        project_id=PROJECT_ID,
+        conversation_id=conversation_id,
+        participant_id=end_user_id,
+        text="I am doing well, just want to check",
+    )
+    out, _ = capsys.readouterr()
+    assert "Sounds good." in out
+    # Update AnswerRecord.
+    answer_record_id = (
+        response.human_agent_suggestion_results[0]
+        .suggest_smart_replies_response.smart_reply_answers[0]
+        .answer_record.split("answerRecords/")[1]
+        .rstrip()
+    )
+    answer_record_management.update_answer_record(
+        project_id=PROJECT_ID, answer_record_id=answer_record_id, is_clicked=True
+    )
+    out, _ = capsys.readouterr()
+    assert "Clicked: True" in out
+
+    # Complete conversation.
+    conversation_management.complete_conversation(
+        project_id=PROJECT_ID, conversation_id=conversation_id
+    )
+
+    # Delete conversation profile.
+    conversation_profile_management.delete_conversation_profile(
+        project_id=PROJECT_ID, conversation_profile_id=conversation_profile_id
+    )
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+#!/usr/bin/env python
+
+# Copyright 2021 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 Python sample showing how to manage Conversations.
+"""
+
+from google.cloud import dialogflow_v2beta1 as dialogflow
+
+
+# [START dialogflow_create_conversation]
+def create_conversation(project_id, conversation_profile_id):
+    """Creates a conversation with given values
+
+    Args:
+        project_id:  The GCP project linked with the conversation.
+        conversation_profile_id: The conversation profile id used to create
+        conversation."""
+
+    client = dialogflow.ConversationsClient()
+    conversation_profile_client = dialogflow.ConversationProfilesClient()
+    project_path = client.common_project_path(project_id)
+    conversation_profile_path = conversation_profile_client.conversation_profile_path(
+        project_id, conversation_profile_id
+    )
+    conversation = {"conversation_profile": conversation_profile_path}
+    response = client.create_conversation(
+        parent=project_path, conversation=conversation
+    )
+
+    print("Life Cycle State: {}".format(response.lifecycle_state))
+    print("Conversation Profile Name: {}".format(response.conversation_profile))
+    print("Name: {}".format(response.name))
+    return response
+
+
+# [END dialogflow_create_conversation]
+
+
+# [START dialogflow_get_conversation]
+def get_conversation(project_id, conversation_id):
+    """Gets a specific conversation profile.
+
+    Args:
+        project_id: The GCP project linked with the conversation.
+        conversation_id: Id of the conversation."""
+
+    client = dialogflow.ConversationsClient()
+    conversation_path = client.conversation_path(project_id, conversation_id)
+
+    response = client.get_conversation(name=conversation_path)
+
+    print("Life Cycle State: {}".format(response.lifecycle_state))
+    print("Conversation Profile Name: {}".format(response.conversation_profile))
+    print("Name: {}".format(response.name))
+    return response
+
+
+# [END dialogflow_get_conversation]
+
+
+# [START dialogflow_complete_conversation]
+def complete_conversation(project_id, conversation_id):
+    """Completes the specified conversation. Finished conversations are purged from the database after 30 days.
+
+    Args:
+        project_id: The GCP project linked with the conversation.
+        conversation_id: Id of the conversation."""
+
+    client = dialogflow.ConversationsClient()
+    conversation_path = client.conversation_path(project_id, conversation_id)
+    conversation = client.complete_conversation(name=conversation_path)
+    print("Completed Conversation.")
+    print("Life Cycle State: {}".format(conversation.lifecycle_state))
+    print("Conversation Profile Name: {}".format(conversation.conversation_profile))
+    print("Name: {}".format(conversation.name))
+    return conversation
+
+
+# [END dialogflow_complete_conversation]