Spaces:
Build error
Build error
Merge branch 'vlad' of https://gitlab.com/tangibleai/community/mathtext-fastapi into vlad
Browse files- mathtext_fastapi/conversation_manager.py +161 -54
- mathtext_fastapi/math_quiz_fsm.py +13 -8
- mathtext_fastapi/math_subtraction_fsm.py +58 -0
- scripts/make_request.py +41 -35
mathtext_fastapi/conversation_manager.py
CHANGED
@@ -10,9 +10,13 @@ import requests
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from dotenv import load_dotenv
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from mathtext_fastapi.nlu import evaluate_message_with_nlu
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from mathtext_fastapi.math_quiz_fsm import MathQuizFSM
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from supabase import create_client
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from transitions import Machine
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load_dotenv()
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SUPA = create_client(
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@@ -106,6 +110,90 @@ def pickle_and_encode_state_machine(state_machine):
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return dump_encoded
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def return_next_conversational_state(context_data, user_message, contact_uuid):
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""" Evaluates the conversation's current state to determine the next state
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@@ -126,45 +214,36 @@ def return_next_conversational_state(context_data, user_message, contact_uuid):
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elif context_data['state'] == 'addition-question-sequence' or \
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user_message == 'add':
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-
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contact_uuid
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).execute()
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-
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math_quiz_state_machine = MathQuizFSM()
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messages = [math_quiz_state_machine.response_text]
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dump_encoded = pickle_and_encode_state_machine(math_quiz_state_machine)
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'addition3': dump_encoded
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}).execute()
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else:
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"contact_uuid", contact_uuid
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).execute()
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if user_message == 'exit':
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state_label = 'exit'
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else:
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state_label = '
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input_prompt = messages.pop()
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@@ -173,15 +252,15 @@ def return_next_conversational_state(context_data, user_message, contact_uuid):
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'input_prompt': input_prompt,
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'state': state_label
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}
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message_package = {
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}
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elif context_data['state'] == 'exit' or user_message == 'exit':
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message_package = {
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'messages': [
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@@ -198,8 +277,12 @@ def return_next_conversational_state(context_data, user_message, contact_uuid):
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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_conversation_response(data_json):
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""" Calls functions necessary to determine message and context data to send
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@@ -227,11 +310,18 @@ def manage_conversation_response(data_json):
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# TODO: Need to incorporate nlu_response into wormhole by checking answers against database (spreadsheet?)
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nlu_response = evaluate_message_with_nlu(message_data)
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-
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print("MESSAGE PACKAGE")
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print(message_package)
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@@ -255,15 +345,32 @@ def manage_conversation_response(data_json):
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)
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# Update the context object with the new state of the conversation
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"
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}
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}
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return context
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from dotenv import load_dotenv
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from mathtext_fastapi.nlu import evaluate_message_with_nlu
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from mathtext_fastapi.math_quiz_fsm import MathQuizFSM
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from mathtext_fastapi.math_subtraction_fsm import MathSubtractionFSM
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from supabase import create_client
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from transitions import Machine
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from scripts.quiz.generators import start_interactive_math
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from scripts.quiz.hints import generate_hint
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load_dotenv()
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SUPA = create_client(
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return dump_encoded
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def manage_math_quiz_fsm(user_message, contact_uuid, type):
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fsm_check = SUPA.table('state_machines').select("*").eq(
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"contact_uuid",
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contact_uuid
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).execute()
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if fsm_check.data == []:
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if type == 'addition':
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math_quiz_state_machine = MathQuizFSM()
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else:
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math_quiz_state_machine = MathSubtractionFSM()
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messages = [math_quiz_state_machine.response_text]
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dump_encoded = pickle_and_encode_state_machine(math_quiz_state_machine)
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SUPA.table('state_machines').insert({
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'contact_uuid': contact_uuid,
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f'{type}': dump_encoded
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}).execute()
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else:
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undump_encoded = base64.b64decode(
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fsm_check.data[0][type].encode('utf-8')
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)
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math_quiz_state_machine = pickle.loads(undump_encoded)
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math_quiz_state_machine.student_answer = user_message
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math_quiz_state_machine.correct_answer = str(math_quiz_state_machine.correct_answer)
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messages = math_quiz_state_machine.validate_answer()
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dump_encoded = pickle_and_encode_state_machine(math_quiz_state_machine)
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SUPA.table('state_machines').update({
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f'{type}': dump_encoded
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}).eq(
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"contact_uuid", contact_uuid
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).execute()
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return messages
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def use_quiz_module_approach(user_message, context_data):
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print("USER MESSAGE")
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print(user_message)
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print("=======================")
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if user_message == 'add':
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context_result = start_interactive_math()
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message_package = {
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'messages': [
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"Great, let's do some addition",
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"First, we'll start with single digits.",
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"Type your response as a number. For example, for '1 + 1', you'd write 2."
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],
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'input_prompt': context_result['text'],
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'state': "addition-question-sequence"
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}
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elif user_message == context_data.get('right_answer'):
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context_result = start_interactive_math(
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context_data['number_correct'],
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context_data['number_incorrect'],
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context_data['level']
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)
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message_package = {
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'messages': [
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"That's right, great!",
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],
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'input_prompt': context_result['text'],
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'state': "addition-question-sequence"
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}
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else:
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context_result = generate_hint(
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context_data['question_numbers'],
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context_data['right_answer'],
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context_data['number_correct'],
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context_data['number_incorrect'],
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context_data['level'],
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context_data['hints_used']
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)
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message_package = {
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'messages': [
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context_result['text'],
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],
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'input_prompt': context_data['text'],
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'state': "addition-question-sequence"
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}
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return message_package, context_result
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def return_next_conversational_state(context_data, user_message, contact_uuid):
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""" Evaluates the conversation's current state to determine the next state
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elif context_data['state'] == 'addition-question-sequence' or \
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user_message == 'add':
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# Used in FSM
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# messages = manage_math_quiz_fsm(user_message, contact_uuid)
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message_package, context_result = use_quiz_module_approach(user_message, context_data)
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if user_message == 'exit':
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state_label = 'exit'
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else:
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state_label = 'addition-question-sequence'
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# Used in FSM
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# input_prompt = messages.pop()
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# message_package = {
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# 'messages': messages,
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# 'input_prompt': input_prompt,
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# 'state': state_label
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# }
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print("MESSAGE PACKAGE")
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print(message_package)
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context_data = context_result
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message_package['state'] = state_label
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elif context_data['state'] == 'subtraction-question-sequence' or \
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user_message == 'subtract':
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messages = manage_math_quiz_fsm(user_message, contact_uuid, 'subtraction')
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if user_message == 'exit':
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state_label = 'exit'
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else:
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state_label = 'subtraction-question-sequence'
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input_prompt = messages.pop()
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'input_prompt': input_prompt,
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'state': state_label
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}
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# message_package = {
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# 'messages': [
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# "Time for some subtraction!",
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# "Type your response as a number. For example, for '1 - 1', you'd write 0."
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# ],
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# 'input_prompt': "Here's the first one... What's 3-1?",
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# 'state': "subtract-question-sequence"
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# }
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elif context_data['state'] == 'exit' or user_message == 'exit':
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message_package = {
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'messages': [
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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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# Used in FSM
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return message_package
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# Used in quiz folder approach
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# return context_result, message_package
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def manage_conversation_response(data_json):
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""" Calls functions necessary to determine message and context data to send
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# TODO: Need to incorporate nlu_response into wormhole by checking answers against database (spreadsheet?)
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nlu_response = evaluate_message_with_nlu(message_data)
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if context_data['state'] == 'addition':
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context_result, message_package = return_next_conversational_state(
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context_data,
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user_message,
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contact_uuid
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)
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else:
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message_package = return_next_conversational_state(
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context_data,
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user_message,
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contact_uuid
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)
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print("MESSAGE PACKAGE")
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print(message_package)
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)
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# Update the context object with the new state of the conversation
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if context_data['state'] == 'addition':
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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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# Necessary for quiz folder approach
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"text": context_result.get('text'),
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"question_numbers": context_result.get('question_numbers'),
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"right_answer": context_result.get('right_answer'),
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"number_correct": context_result.get('number_correct'),
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"hints_used": context_result.get('hints_used'),
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}
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}
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else:
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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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mathtext_fastapi/math_quiz_fsm.py
CHANGED
@@ -16,21 +16,26 @@ class MathQuizFSM(object):
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['exit', 'quiz_question', 'quiz_end'],
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]
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def __init__(
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# Instantiate the FSM
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self.machine = Machine(
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model=self,
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states=MathQuizFSM.states,
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transitions=MathQuizFSM.transitions,
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initial=
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)
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# Instantiate variables necessary for tracking activity
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self.question_nums =
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self.correct_answer =
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self.student_answer =
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self.is_correct_answer = False
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self.response_text = "What is
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# Define functions to run on transitions
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self.machine.on_enter_quiz_question('generate_math_problem')
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['exit', 'quiz_question', 'quiz_end'],
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]
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def __init__(
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self,
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initial_state='quiz_start',
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question_nums=[2, 3],
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initial_student_answer=0,
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):
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# Instantiate the FSM
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self.machine = Machine(
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model=self,
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states=MathQuizFSM.states,
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transitions=MathQuizFSM.transitions,
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initial=initial_state
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)
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# Instantiate variables necessary for tracking activity
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self.question_nums = question_nums
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self.correct_answer = self.question_nums[0] + self.question_nums[1]
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self.student_answer = initial_student_answer
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self.is_correct_answer = False
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self.response_text = f"What is {self.question_nums[0]} + {self.question_nums[1]}?"
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# Define functions to run on transitions
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self.machine.on_enter_quiz_question('generate_math_problem')
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mathtext_fastapi/math_subtraction_fsm.py
ADDED
@@ -0,0 +1,58 @@
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import random
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from transitions import Machine
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class MathSubtractionFSM(object):
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states = [
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'quiz_start',
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'quiz_question',
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'quiz_end'
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]
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11 |
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transitions = [
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['ask_second_question', 'quiz_start', 'quiz_question'],
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14 |
+
['ask_next_question', 'quiz_question', 'quiz_question'],
|
15 |
+
['exit', 'quiz_start', 'quiz_end'],
|
16 |
+
['exit', 'quiz_question', 'quiz_end'],
|
17 |
+
]
|
18 |
+
|
19 |
+
def __init__(
|
20 |
+
self,
|
21 |
+
initial_state='quiz_start',
|
22 |
+
question_nums=[4, 3],
|
23 |
+
initial_student_answer=0,
|
24 |
+
):
|
25 |
+
# Instantiate the FSM
|
26 |
+
self.machine = Machine(
|
27 |
+
model=self,
|
28 |
+
states=MathSubtractionFSM.states,
|
29 |
+
transitions=MathSubtractionFSM.transitions,
|
30 |
+
initial=initial_state
|
31 |
+
)
|
32 |
+
|
33 |
+
# Instantiate variables necessary for tracking activity
|
34 |
+
self.question_nums = question_nums
|
35 |
+
self.correct_answer = self.question_nums[0] - self.question_nums[1]
|
36 |
+
self.student_answer = initial_student_answer
|
37 |
+
self.is_correct_answer = False
|
38 |
+
self.response_text = f"What is {self.question_nums[0]} - {self.question_nums[1]}?"
|
39 |
+
|
40 |
+
# Define functions to run on transitions
|
41 |
+
self.machine.on_enter_quiz_question('generate_math_problem')
|
42 |
+
self.machine.on_exit_quiz_question('validate_answer')
|
43 |
+
|
44 |
+
def validate_answer(self):
|
45 |
+
if self.student_answer == 'exit':
|
46 |
+
self.machine.set_state('quiz_end')
|
47 |
+
return ["Come back any time!"]
|
48 |
+
elif self.correct_answer == self.student_answer:
|
49 |
+
self.machine.set_state('quiz_question')
|
50 |
+
self.generate_math_problem()
|
51 |
+
return ['Great job!', self.response_text]
|
52 |
+
else:
|
53 |
+
return ["That's not quite right. Try again.", self.response_text]
|
54 |
+
|
55 |
+
def generate_math_problem(self):
|
56 |
+
self.question_nums = random.sample(range(1, 100), 2)
|
57 |
+
self.response_text = f"What is {self.question_nums[0]} - {self.question_nums[1]}"
|
58 |
+
self.correct_answer = self.question_nums[0] - self.question_nums[1]
|
scripts/make_request.py
CHANGED
@@ -20,13 +20,25 @@ def add_message_text_to_sample_object(message_text):
|
|
20 |
|
21 |
"""
|
22 |
message_data = '{' + f'"author_id": "+57787919091", "author_type": "OWNER", "contact_uuid": "j43hk26-2hjl-43jk-hnk2-k4ljl46j0ds09", "message_body": "{message_text}", "message_direction": "inbound", "message_id": "4kl209sd0-a7b8-2hj3-8563-3hu4a89b32", "message_inserted_at": "2023-01-10T02:37:28.477940Z", "message_updated_at": "2023-01-10T02:37:28.487319Z"' + '}'
|
|
|
|
|
23 |
context_data = '{' + '"user":"", "state":"start-conversation", "bot_message":"", "user_message":"{message_text}"' + '}'
|
24 |
|
|
|
|
|
25 |
json_string = '{' + f'"context_data": {context_data}, "message_data": {message_data}' + '}'
|
26 |
b_string = json_string.encode("utf-8")
|
27 |
|
28 |
return b_string
|
29 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
30 |
|
31 |
def run_simulated_request(endpoint, sample_answer, context=None):
|
32 |
print(f"Case: {sample_answer}")
|
@@ -57,42 +69,36 @@ def run_simulated_request(endpoint, sample_answer, context=None):
|
|
57 |
# run_simulated_request('nlu', 'Today is a wonderful day')
|
58 |
# run_simulated_request('nlu', 'IDK 5?')
|
59 |
# run_simulated_request('manager', '')
|
60 |
-
|
61 |
-
|
62 |
-
|
63 |
-
|
64 |
-
|
65 |
-
|
66 |
-
|
67 |
-
|
68 |
-
|
69 |
-
|
70 |
-
|
71 |
-
|
72 |
-
|
73 |
-
|
74 |
-
|
75 |
-
|
76 |
-
|
77 |
-
|
78 |
-
|
79 |
-
|
80 |
-
|
81 |
-
|
82 |
-
|
83 |
-
|
84 |
-
|
85 |
-
|
86 |
-
|
87 |
-
|
88 |
-
|
89 |
-
run_simulated_request("question_new", {
|
90 |
-
"start": 10,
|
91 |
-
"step": 1,
|
92 |
-
"sequence": "8... 9... 10...",
|
93 |
-
"question_num": 1
|
94 |
})
|
95 |
-
# run_simulated_request('manager', 'subtract')
|
96 |
# run_simulated_request('manager', 'exit')
|
97 |
|
98 |
|
|
|
20 |
|
21 |
"""
|
22 |
message_data = '{' + f'"author_id": "+57787919091", "author_type": "OWNER", "contact_uuid": "j43hk26-2hjl-43jk-hnk2-k4ljl46j0ds09", "message_body": "{message_text}", "message_direction": "inbound", "message_id": "4kl209sd0-a7b8-2hj3-8563-3hu4a89b32", "message_inserted_at": "2023-01-10T02:37:28.477940Z", "message_updated_at": "2023-01-10T02:37:28.487319Z"' + '}'
|
23 |
+
# context_data = '{' + '"user":"", "state":"addition-question-sequence", "bot_message":"", "user_message":"{message_text}"' + '}'
|
24 |
+
|
25 |
context_data = '{' + '"user":"", "state":"start-conversation", "bot_message":"", "user_message":"{message_text}"' + '}'
|
26 |
|
27 |
+
# context_data = '{' + '"user":"", "state":"addition-question-sequence", "bot_message":"", "user_message":"{message_text}","text": "What is 2+3?","question_numbers": [4,3],"right_answer": 7,"number_correct": 2, "number_incorrect": 0, "hints_used": 0, "level": "easy"' + '}'
|
28 |
+
|
29 |
json_string = '{' + f'"context_data": {context_data}, "message_data": {message_data}' + '}'
|
30 |
b_string = json_string.encode("utf-8")
|
31 |
|
32 |
return b_string
|
33 |
|
34 |
+
# """
|
35 |
+
# "text": "What is 2+3?",
|
36 |
+
# "question_numbers": [2,3],
|
37 |
+
# "right_answer": 5,
|
38 |
+
# "number_correct": 2,
|
39 |
+
# "hints_used": 0,
|
40 |
+
# """
|
41 |
+
|
42 |
|
43 |
def run_simulated_request(endpoint, sample_answer, context=None):
|
44 |
print(f"Case: {sample_answer}")
|
|
|
69 |
# run_simulated_request('nlu', 'Today is a wonderful day')
|
70 |
# run_simulated_request('nlu', 'IDK 5?')
|
71 |
# run_simulated_request('manager', '')
|
72 |
+
run_simulated_request('manager', 'add')
|
73 |
+
run_simulated_request('manager', 'subtract')
|
74 |
+
run_simulated_request("question", {
|
75 |
+
'number_correct': 0,
|
76 |
+
'number_incorrect': 0,
|
77 |
+
'level': 'easy'
|
78 |
+
})
|
79 |
+
run_simulated_request("hint", {
|
80 |
+
'question_numbers': [1, 2, 3],
|
81 |
+
'right_answer': 3,
|
82 |
+
'number_correct': 0,
|
83 |
+
'number_incorrect': 0,
|
84 |
+
'level': 'easy',
|
85 |
+
'hints_used': 0
|
86 |
+
})
|
87 |
+
run_simulated_request("generate_question", {
|
88 |
+
'level': 'medium'
|
89 |
+
})
|
90 |
+
run_simulated_request("numbers_by_level", {
|
91 |
+
'level': 'medium'
|
92 |
+
})
|
93 |
+
run_simulated_request("number_sequence", {
|
94 |
+
"current_number": 10,
|
95 |
+
"ordinal_number": 2,
|
96 |
+
"times": 1
|
97 |
+
})
|
98 |
+
run_simulated_request("level", {
|
99 |
+
"current_level": "hard",
|
100 |
+
"level_up": False
|
|
|
|
|
|
|
|
|
|
|
101 |
})
|
|
|
102 |
# run_simulated_request('manager', 'exit')
|
103 |
|
104 |
|