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Greg Thompson
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f549aa3
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Parent(s):
31caaf3
Update conversation_manager.py for code style and comments
Browse files- app.py +1 -14
- mathtext_fastapi/conversation_manager.py +82 -42
app.py
CHANGED
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@@ -52,21 +52,8 @@ def text2int_ep(content: Text = None):
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@app.post("/manager")
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async def programmatic_message_manager(request: Request):
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print(request)
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data_dict = await request.json()
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# print(data_dict)
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# message_data = data_dict.get('message_data', '')
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# context_data = data_dict.get('context', '')
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# print("MESSAGE_DATA")
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# print(message_data)
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# print("CONTEXT_DATA")
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# print(context_data)
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context = generate_message(data_dict)
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return JSONResponse(context)
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@app.post("/nlu")
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@app.post("/manager")
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async def programmatic_message_manager(request: Request):
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data_dict = await request.json()
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context = manage_conversational_response(data_dict)
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return JSONResponse(context)
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@app.post("/nlu")
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mathtext_fastapi/conversation_manager.py
CHANGED
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@@ -10,7 +10,16 @@ load_dotenv()
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def create_text_message(message_text, whatsapp_id):
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"preview_url": False,
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"recipient_type": "individual",
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"to": whatsapp_id,
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@@ -19,23 +28,46 @@ def create_text_message(message_text, whatsapp_id):
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"body": message_text
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}
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}
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return
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def create_button_objects(button_options):
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button_arr = []
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for option in button_options:
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button_choice = {
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"type": "reply",
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"reply": {
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"id": "inquiry-yes",
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"title":
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}
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}
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button_arr.append(button_choice)
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return button_arr
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def create_interactive_message(message_text, button_options, whatsapp_id):
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button_arr = create_button_objects(button_options)
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data = {
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@@ -56,38 +88,19 @@ def create_interactive_message(message_text, button_options, whatsapp_id):
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return data
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def
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"""
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* add - Add the numbers, 1+1, 2+2
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* subtract - Subtract the numbers, 1-1, 2-2
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* menu - Choose one
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- send message data to retrieve dialogue state
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- retrieve response and build message object
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- send message object
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Need to make util functions that apply to both /nlu and /conversation_manager
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"""
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message_data = data_json.get('message_data', '')
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context_data = data_json.get('context', '')
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whatsapp_id = message_data['message']['_vnd']['v1']['chat']['owner'].replace("+","")
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user_message = message_data['message']['text']['body']
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print("===============")
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print("message_data")
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print(message_data)
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print("context_data")
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print(context_data)
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print("===============")
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if context_data['user_message'] == '' and context_data['state'] == 'start-conversation':
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'messages': [],
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'input_prompt': "Welcome to our math practice. What would you like to try? Type add or subtract.",
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'state': "welcome-sequence"
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@@ -127,27 +140,54 @@ def generate_message(data_json):
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'input_prompt': "Please type add or subtract to start a math activity.",
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'state': "reprompt-menu-options"
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}
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headers = {
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'Authorization': f"Bearer {os.environ.get('TURN_AUTHENTICATION_TOKEN')}",
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'Content-Type': 'application/json'
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}
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for message in message_package['messages']:
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data = create_text_message(message, whatsapp_id)
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r = requests.post(f'https://whatsapp.turn.io/v1/messages', data=json.dumps(data), headers=headers)
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#
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context = {"context":{"user": whatsapp_id, "state": message_package['state'], "bot_message": message_package['input_prompt'], "user_message": user_message, "type": 'ask'}}
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return context
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def create_text_message(message_text, whatsapp_id):
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""" Fills a template with the necessary information to send a text message to Whatsapp
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Inputs
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- message_text: str - the content that the message should display
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- whatsapp_id: str - the message recipient's phone number
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Outputs
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- message_data: dict - a preformatted template with the inputs' values included
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"""
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message_data = {
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"preview_url": False,
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"recipient_type": "individual",
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"to": whatsapp_id,
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"body": message_text
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}
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}
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return message_data
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def create_button_objects(button_options):
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""" Creates a list of button objects using the input values
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Input
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- button_options: list - a list of text to be displayed in buttons
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Output
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- button_arr: list - a list of button objects that use a template filled with the input values
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NOTE: Not fully implemented and tested
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"""
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button_arr = []
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for option in button_options:
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button_choice = {
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"type": "reply",
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"reply": {
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"id": "inquiry-yes",
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"title": option['text']
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}
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}
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button_arr.append(button_choice)
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return button_arr
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def create_interactive_message(message_text, button_options, whatsapp_id):
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""" Fills a template with the necessary information to send a message with button options to Whatsapp
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* NOTE: Not fully implemented and tested
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* NOTE/TODO: It is possible to create other kinds of messages with the 'interactive message' template
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* Documentation: https://whatsapp.turn.io/docs/api/messages#interactive-messages
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Inputs
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- message_text: str - the content that the message should display
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- button_options: list - what each button option should display
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- whatsapp_id: str - the message recipient's phone number
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"""
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button_arr = create_button_objects(button_options)
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data = {
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return data
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def return_next_conversational_state(context_data, user_message):
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""" Evaluates the current state of the conversation to determine resources for the next state of the conversation
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Input
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- context_data: dict - data about the conversation's current state received from the Turn.io stack
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- user_message: str - the message the user sent in response to the state
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Output
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- message_package: dict - a series of messages and user input to send the user
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"""
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if context_data['user_message'] == '' and context_data['state'] == 'start-conversation':
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message_package = {
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'messages': [],
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'input_prompt': "Welcome to our math practice. What would you like to try? Type add or subtract.",
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'state': "welcome-sequence"
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'input_prompt': "Please type add or subtract to start a math activity.",
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'state': "reprompt-menu-options"
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}
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return message_package
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def manage_conversational_response(data_json):
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""" Parses message data, determines how to respond to user message at a given conversational state, builds/sends messages, and updates/sends context
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Input
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- data_json: dict - the data for a message the user sent to Turn.io/Whatsapp
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Output
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- context: dict - a record of the state at a given point a conversation
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TODOs
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- implement logging of message
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- test interactive messages
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- review context object and re-work to use a standardized format
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- review ways for more robust error handling
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- need to make util functions that apply to both /nlu and /conversation_manager
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"""
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message_data = data_json.get('message_data', '')
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context_data = data_json.get('context', '')
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whatsapp_id = message_data['message']['_vnd']['v1']['chat']['owner'].replace("+","")
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user_message = message_data['message']['text']['body']
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message_package = return_next_conversational_state(context_data, user_message)
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headers = {
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'Authorization': f"Bearer {os.environ.get('TURN_AUTHENTICATION_TOKEN')}",
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'Content-Type': 'application/json'
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}
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# Send all messages for the current state before a user input prompt (text/button input request)
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for message in message_package['messages']:
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data = create_text_message(message, whatsapp_id)
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r = requests.post(f'https://whatsapp.turn.io/v1/messages', data=json.dumps(data), headers=headers)
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# Update the context object with the new state of the conversation
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context = {
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"context":{
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"user": whatsapp_id,
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"state": message_package['state'],
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"bot_message": message_package['input_prompt'],
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"user_message": user_message,
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"type": 'ask'
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}
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}
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return context
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