DEBO-V1 / vocal_app.py
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whole process work! but page 6 must be upgraded
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import streamlit as st
import openai
from dotenv import dotenv_values
from streamlit_chat import message
from langchain.prompts import PromptTemplate
from bots.judgement_bot import debate_judgement
import numpy as np
from collections import Counter
import re
import math
import time
from audiorecorder import audiorecorder
config = dotenv_values(".env")
# modules
from modules.gpt_modules import gpt_call
#from modules.whisper_modules import transcribe
openai.organization = config.get('OPENAI_ORGANIZATION')
openai.api_key = config.get('OPENAI_API_KEY')
# Page Configuration
st.set_page_config(page_title="Streamlit App")
if "page" not in st.session_state:
st.session_state.page = "Page 1"
if "topic" not in st.session_state:
st.session_state.topic = "None"
if "user_id" not in st.session_state:
st.session_state.user_id = ""
if "openAI_token" not in st.session_state:
st.session_state.openAI_token = ""
if "case1" not in st.session_state:
st.session_state.case1 = ""
if "case2" not in st.session_state:
st.session_state.case2 = ""
if "case3" not in st.session_state:
st.session_state.case3 = ""
if "page2_tab" not in st.session_state:
st.session_state.page2_tab = "tab1"
if "total_debate_history" not in st.session_state:
st.session_state.total_debate_history = []
if "user_debate_history" not in st.session_state:
st.session_state.user_debate_history = []
if "bot_debate_history" not in st.session_state:
st.session_state.bot_debate_history = []
if "user_debate_time" not in st.session_state:
st.session_state.user_debate_time = []
if "pros_and_cons" not in st.session_state:
st.session_state.pros_and_cons = ""
# Time session
if "start_time" not in st.session_state:
st.session_state.start_time = time.time()
if "end_time" not in st.session_state:
st.session_state.end_time = time.time()
if "debate_time" not in st.session_state:
st.session_state.debate_time = 0
# Initialize session state variables
if 'generated' not in st.session_state:
st.session_state['generated'] = []
if 'past' not in st.session_state:
st.session_state['past'] = []
if 'messages' not in st.session_state:
st.session_state['messages'] = [
{"role": "system", "content": "You are a helpful assistant."}
]
# Save function (placeholder)
def save_info(user_id, openAI_token, debate_theme):
# You can add the code to save the submitted info (e.g., to a database)
st.session_state.user_id = user_id
st.session_state.openAI_token = openAI_token
st.session_state.debate_theme = debate_theme
print("User ID:", user_id)
print("OpenAI token:", openAI_token)
print("Debate theme:", debate_theme)
# Session state
#session_state = SessionState.get(user_id="", openAI_token="", debate_theme="")
def write_info():
st.write('You choose', st.session_state.topic_list)
# for callback when button is clicked
def page_1_2_controller():
if st.session_state.user_id.strip() == "" or st.session_state.openAI_token.strip() == "":
st.session_state.page = "Page 1"
st.warning('Please fill in all the required fields.')
else:
st.session_state.page = "Page 2"
def page_2_3_controller():
st.session_state.page = "Page 3"
def page2_tab_controller():
st.session_state.page2_tab = "tab2"
def page4_controller():
st.session_state.page = "Page 4"
def page_4_5_controller():
st.session_state.page = "Page 5"
def page_5_6_controller():
st.session_state.page = "Page 6"
def page_2_6_controller():
st.session_state.page = "Page 6"
#########################################################
# Page 1
#########################################################
def page1():
# for local variables
topic_list = []
st.header('User Info & Debate Setting')
st.session_state.user_id = st.text_input(
label="Enter user ID",
max_chars=100,
placeholder="Enter user ID"
)
st.session_state.openAI_token = st.text_input(
label="Enter OpenAI token",
max_chars=200,
placeholder="Enter OpenAI token"
)
if st.button(
label='Submit all information',
on_click=page_1_2_controller
):
# You can add a function here to save the submitted info
if st.session_state.user_id != '' and st.session_state.openAI_token != '':
save_info(
st.session_state.user_id,
st.session_state.openAI_token,
st.session_state.debate_theme
)
st.write('Information submitted successfully.')
#########################################################
# Page 2
#########################################################
def page2():
st.header("Choose Option")
option_result = st.selectbox("Choose your option", ["Total Debate", "Evaluation Only & Analyzing Utterances"])
# add controller
if option_result == "Total Debate":
page_control_func = page_2_3_controller
elif option_result == "Evaluation Only & Analyzing Utterances":
page_control_func = page_2_6_controller
if st.button(
label='Submit all information',
on_click=page_control_func
):
st.write('Information submitted successfully.')
def page3():
#########################################################
# Tab 1 - Total Debate (ํ† ๋ก  ์ค€๋น„ -> ์—ฐ์Šต -> ํ‰๊ฐ€)
#########################################################
st.header("Total Debate")
debate_themes = ['Education','Sports','Religion','Justice','Pandemic','Politics','Minority','etc']
st.write("1. Select a debate theme")
st.session_state.debate_theme = st.selectbox("Choose your debate theme", debate_themes)
if st.session_state.debate_theme == 'Education':
topic_list = [
"THBT college entrance examinations should accept students only on the basis of their academic performance in secondary education.",
"THS a world where the government gives cash that individuals can use to freely select their academic preference (including but not limited to school of choice, private academies, and tutoring) instead of funding for public education.",
"THW abolish all requirements and evaluation criteria in higher education (i.e., attendance, exams, assignments)."
]
#topic = st.selectbox("Select a topic_list", topic_list)
elif st.session_state.debate_theme == 'Sports':
topic_list = [
"THBT having star players for team sports do more harm than good to the team.",
"THR the emphasis on winning a medal in the Olympics as a core symbol of success.",
"THP a world where sports serves purely entertainment purposes even at the expense of fair play."
]
#topic = st.selectbox("Select a topic_list", topic_list)
elif st.session_state.debate_theme == 'Religion':
topic_list = [
"THW, as a religious group/leader, cease attempts at increasing the number of believers and instead prioritize boosting loyalty amongst adherents to the religion.",
"Assuming feasibility, TH prefers a world where a panel of church leaders would create a universally accepted interpretation of the Bible that the believers would abide by.",
"THW aggressively crackdown on megachurches."
]
#topic = st.selectbox("Select a topic_list", topic_list)
elif st.session_state.debate_theme == 'Justice':
topic_list = [
"In 2050, AI robots are able to replicate the appearance, conversation, and reaction to emotions of human beings. However, their intelligence still does not allow them to sense emotions and feelings such as pain, happiness, joy, and etc.",
"In the case a human destroys the robot beyond repair, THW charge murder instead of property damage.",
"THP a world where the criminal justice systemโ€™s role is mainly for victimโ€™s vengeance. THW allow prosecutors and victims to veto assigned judges."
]
#topic = st.selectbox("Select a topic_list", topic_list)
elif st.session_state.debate_theme == 'Pandemic':
topic_list = [
"During a pandemic, THBT businesses that benefit from the pandemic should be additionally taxed.",
"THW nullify the effect of medical patents in cases of medical emergencies.",
"THW ban media content that denies the efficacy of the COVID-19 without substantial evidence."
]
#topic = st.selectbox("Select a topic_list", topic_list)
elif st.session_state.debate_theme == 'Politics':
topic_list = [
"Info: The Candle Light Will (์ด›๋ถˆ๋ฏผ์‹ฌ) is a term derived from the symbolic candle-light protests for the impeachment of the late president Park Geun Hye, commonly used to mean the peopleโ€™s will to fight against corrupt governments. The Moon administration has frequently referred to the Candle Light Will as the driving force behind its election that grants legitimacy to its policies. THR the โ€˜candle light willโ€™ narrative in the political discourse of South Korea.",
"THW impose a cap on the property and income of politicians.",
"THW give the youth extra votes."
]
#topic = st.selectbox("Select a topic_list", topic_list)
elif st.session_state.debate_theme == 'Minority':
topic_list = [
"Context: A prominent member of the LGBT movement has discovered that a very influential politician helping the LGBT movement has been lying about their sexual orientation as being gay when they are straight. THW disclose this information.",
"THBT the LGBTQIA+ movement should denounce the existence of marriage as opposed to fighting for equal marriage rights.",
"THBT the LGBTQIA+ movement should condemn the consumption of movies and TV shows that cast straight actors/actresses in non-heterosexual identified roles."
]
#topic = st.selectbox("Select a topic_list", topic_list)
else:
topic_list = [
"THW remove all laws that relate to filial responsibilities.",
"THW require parents to receive approval from experts in relevant fields before making crucial decisions for their children.",
"Assuming it is possible to measure the โ€˜societal dangerโ€™ of the fetus in the future, THBT the state should raise infants that pose high levels of threat.",
"THBT any upper limits on prison sentences for particularly heinous crimes should be abolished.",
"THW require dating apps to anonymize profile pictures.",
"THW adopt a Pass/Fail grading system for students who suffer from mental health problems (e.g. depression, bipolar disorder, etc.).",
"THBT South Korean feminist movements should reject feminist icons that are adversarial and embody violence.",
"THBT freedom of speech should be considered obsolete.",
"THR the narrative that eccentric personalities are essential to create art.",
"THW allow parents of severely mentally disabled children to medically impede their children's physical growth.",
"THR the emphasis on longevity in relationships.",
"Assuming feasibility, THW choose to continuously relive the happiest moment of oneโ€™s life."
]
st.write("2. Select a topic")
st.session_state.topic = st.selectbox("Choose your topic", topic_list)
st.write("3. Write 3 cases here (Each case should be consisted of opinion, reasoning, and example).")
st.session_state.case1 = st.text_area(
label="Case 1",
placeholder="Each case should be consisted of opinion, reasoning, and example.",
height=100
)
st.session_state.case2 = st.text_area(
label="Case 2",
placeholder="Each case should be consisted of opinion, reasoning, and example.",
height=100
)
st.session_state.case3 = st.text_area(
label="Case 3",
placeholder="Each case should be consisted of opinion, reasoning, and example.",
height=100
)
st.session_state.pros_and_cons = st.selectbox("Choose your Side (Pros and Cons)", ["Pros", "Cons"])
st.button(
"Start Debate",
on_click=page4_controller
)
with st.sidebar:
st.sidebar.title('Ask to GPT')
st.sidebar.text_area(
label="Input text here",
placeholder="Input text here",
height=100)
st.sidebar.button("Ask")
#########################################################
# Page4
#########################################################
config = dotenv_values(".env")
openai.organization = config.get("OPENAI_ORGANIZATION")
openai.api_key = config.get("OPENAI_API_KEY")
def ask_gpt(promt):
completion = openai.ChatCompletion.create(
model = "gpt-3.5-turbo",
messages = {
"role": "assistant",
"content": promt
}
)
return completion.choices[0].message.content
# generate response
def generate_response(prompt):
st.session_state['messages'].append({"role": "user", "content": prompt})
completion = openai.ChatCompletion.create(
model = "gpt-3.5-turbo",
messages = st.session_state['messages']
)
response = completion.choices[0].message.content
st.session_state['messages'].append({"role": "assistant", "content": response})
return response
#TODO ์ „์ฒด ์œ ์ €๊ฐ€ ๋ฐœํ™”ํ•œ ์‹œ๊ฐ„ ๊ธฐ๋กํ•˜๊ธฐ -> ์„ธ์…˜์— ์ €์žฅ
def page4():
# time
st.session_state.start_time = time.time()
with st.sidebar:
st.sidebar.title('Ask to GPT')
user_input = st.sidebar.text_area(
label="Input text here",
placeholder="Input text here",
height=100)
output = st.sidebar.button("Ask")
if output:
result = gpt_call(user_input)
else:
result = ""
st.sidebar.text_area(
label="Answer in here",
placeholder="(Answer)",
value=result,
height=150)
debate_preset = "\n".join([
"Debate Rules: ",
"1) This debate will be divided into two teams, pro and con, with two debates on each team.",
"2) The order of speaking is: first debater for the pro side, first debater for the con side, second debater for the pro side, second debater for the con side.",
"3) Answer logically with an introduction, body, and conclusion.", #add this one.
"4) Your role : " + st.session_state["pros_and_cons"] + "side debator"
"5) Debate subject: " + st.session_state['topic']
])
first_prompt = "Now we're going to start. Summarize the subject and your role. And ask user ready to begin."
st.session_state['messages'] = [
{"role": "system", "content": debate_preset}
]
completion = openai.ChatCompletion.create(
model = "gpt-3.5-turbo",
messages = [
{
"role": "system",
"content": debate_preset + "\n" + first_prompt
}
]
)
response = completion.choices[0].message.content
st.session_state['messages'].append({"role": "assistant", "content": response})
st.session_state['generated'].append(response)
# container for chat history
response_container = st.container()
# container for text box
container = st.container()
with container:
#TODO (์›…๊ธฐํ˜•) : STT ๋ถ™์ด๋Š” ๋ถ€๋ถ„
with st.form(key='my_form', clear_on_submit=True):
audio = audiorecorder("Click to record", "Recording...")
print("audio", audio)
if audio != []:
user_input_exist=True
wav_file = open("audio.wav", "wb")
wav_file.write(audio.tobytes())
audio_file= open("audio.wav", "rb")
user_input = openai.Audio.transcribe("whisper-1", audio_file).text
else:
user_input_exist=False
user_input = "Nothing to transcribe"
print("Nothing to transcribe")
#user_input = st.text_area("You:", key='input', height=100)
submit_buttom = st.form_submit_button(label='Send')
#if submit_buttom and user_input:
if submit_buttom and user_input_exist:
output = generate_response(user_input)
st.session_state['user_debate_history'].append(user_input)
st.session_state['bot_debate_history'].append(output)
st.session_state['total_debate_history'].append(
{
"user" + str(len(st.session_state['user_debate_history'])): user_input,
"bot" + str(len(st.session_state['bot_debate_history'])): output,
}
)
st.session_state['past'].append(user_input)
st.session_state['generated'].append(output)
if st.session_state['generated']:
with response_container:
message(st.session_state["generated"][0], key=str(0))
for i in range(len(st.session_state['past'])):
message(st.session_state["past"][i], is_user=True, key=str(i) + '_user')
message(st.session_state["generated"][i + 1], key=str(i + 1))
if st.button(
label="Next",
on_click=page_4_5_controller
):
st.write('Information submitted successfully.')
print(st.session_state)
#########################################################
# Page5 - Total Debate Evaluation
#########################################################
def page5():
# end time
st.session_state.end_time = time.time()
st.session_state.debate_time = st.session_state.end_time - st.session_state.start_time
# st.tab
st.header('Total Debate Evaluation')
tab1, tab2 = st.tabs(['Debate Judgement', 'Debate Analysis'])
with tab1:
st.header("Debate Evaluation")
debate_themes = ['User-Bot', "User", "Bot"]
# ์ „์ฒด, ์œ ์ €, ๋ด‡ ์„ธ ๊ฐ€์ง€ ์˜ต์…˜ ์ค‘์— ์„ ํƒ
judgement_who = st.selectbox("Choose your debate theme", debate_themes)
judgement_result = ""
if judgement_result == "":
st.write("Wait for judgement result...")
user_debate_history = "".join(
st.session_state.user_debate_history
)
bot_debate_history = "".join(
st.session_state.bot_debate_history
)
judgement_result = debate_judgement(
judgement_who,
user_debate_history,
bot_debate_history
)
st.write("Debate Judgement Result")
st.write(judgement_result)
with tab2:
st.header('Debate Analysis')
# ์œ ์ €์˜ history๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ๋ฐœํ™”๋Ÿ‰, ๋นˆ์ถœ ๋‹จ์–ด, ๋ฐœํ™” ์Šต๊ด€ ์„ธ ๊ฐ€์ง€๋ฅผ ๋ถ„์„
user_history = st.session_state.user_debate_history
# 1. ๋ฐœํ™”๋Ÿ‰: ์ด ๋‹จ์–ด, ํ‰๊ท  ์†๋„(๋‹จ์–ด/์‹œ๊ฐ„)๋ฅผ ํ‰๊ท  ๋ฐœํ™”๋Ÿ‰ ํ˜น์€ ์ฐธ๊ณ  ์ง€ํ‘œ์™€ ๋น„๊ตํ•ด ์ œ์‹œ
# ์ด ๋‹จ์–ด
# ํ…์ŠคํŠธ๋ฅผ ๋‹จ์–ด๋กœ ๋ถ„ํ• ํ•ฉ๋‹ˆ๋‹ค.
# ๊ฐ ๋‹จ์–ด์˜ ๋นˆ๋„๋ฅผ ๊ณ„์‚ฐํ•ฉ๋‹ˆ๋‹ค.
total_word_count = len(user_history)
#total_word_count = len(user_history.split())
st.write("Total Word Count: ", total_word_count)
# ํ‰๊ท  ์†๋„(๋‹จ์–ด/์‹œ๊ฐ„)
#user_debate_time = st.session_state.user_debate_time
average_word_per_time = total_word_count / st.session_state.debate_time # ์‹œ๊ฐ„ ๋‹จ์œ„๋ณด๊ณ  ๋‚˜์ค‘์— ์ˆ˜์ •ํ•˜๊ธฐ
st.write("Average Word Per Time: ", average_word_per_time)
# 2. ๋นˆ์ถœ ๋‹จ์–ด: ๋ฐ˜๋ณตํ•ด์„œ ์‚ฌ์šฉํ•˜๋Š” ๋‹จ์–ด ๋ฆฌ์ŠคํŠธ
# ๋นˆ๋„ ๊ณ„์‚ฐ
frequency = Counter(user_history)
# ๊ฐ€์žฅ ๋นˆ๋„๊ฐ€ ๋†’์€ ๋ฐ์ดํ„ฐ ์ถœ๋ ฅ
most_common_data = frequency.most_common(10)
print(most_common_data)
st.write("Most Common Words: ", most_common_data)
# 3. ๋ฐœํ™” ์Šต๊ด€: ๋ถˆํ•„์š”ํ•œ ์–ธ์–ด์Šต๊ด€(์•„, ์Œ)
# whisper preprocesser์—์„œ ์ฃผ๋ฉด
disfluency_word_list = ['eh', 'umm', 'ah', 'uh', 'er', 'erm', 'err']
# Count the disfluency words
disfluency_counts = sum(user_word in disfluency_word_list for user_word in user_history)
st.write("Disfluency Counts: ", disfluency_counts)
# ์œ ์ €์™€ ๋ด‡์˜ ๋Œ€ํ™” ๋ฐ์ดํ„ฐ๊ฐ€ ์„ธ์…˜์— ๋‚จ์•„์žˆ์Œ
# st.session_state.debate_history
#########################################################
# Page6
#########################################################
def page6():
# end time
st.session_state.end_time = time.time()
st.session_state.debate_time = st.session_state.end_time - st.session_state.start_time
# st.tab
st.header('Total Debate Evaluation')
tab1, tab2 = st.tabs(['Debate Judgement', 'Debate Analysis'])
with tab1:
st.header("Debate Evaluation")
debate_themes = ['User-Bot', "User", "Bot"]
# ์ „์ฒด, ์œ ์ €, ๋ด‡ ์„ธ ๊ฐ€์ง€ ์˜ต์…˜ ์ค‘์— ์„ ํƒ
judgement_who = st.selectbox("Choose your debate theme", debate_themes)
judgement_result = ""
if judgement_result == "":
st.write("Wait for judgement result...")
user_debate_history = "".join(
st.session_state.user_debate_history
)
bot_debate_history = "".join(
st.session_state.bot_debate_history
)
judgement_result = debate_judgement(
judgement_who,
user_debate_history,
bot_debate_history
)
st.write("Debate Judgement Result")
st.write(judgement_result)
with tab2:
st.header('Debate Analysis')
# ์œ ์ €์˜ history๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ๋ฐœํ™”๋Ÿ‰, ๋นˆ์ถœ ๋‹จ์–ด, ๋ฐœํ™” ์Šต๊ด€ ์„ธ ๊ฐ€์ง€๋ฅผ ๋ถ„์„
user_history = st.session_state.user_debate_history
# 1. ๋ฐœํ™”๋Ÿ‰: ์ด ๋‹จ์–ด, ํ‰๊ท  ์†๋„(๋‹จ์–ด/์‹œ๊ฐ„)๋ฅผ ํ‰๊ท  ๋ฐœํ™”๋Ÿ‰ ํ˜น์€ ์ฐธ๊ณ  ์ง€ํ‘œ์™€ ๋น„๊ตํ•ด ์ œ์‹œ
# ์ด ๋‹จ์–ด
# ํ…์ŠคํŠธ๋ฅผ ๋‹จ์–ด๋กœ ๋ถ„ํ• ํ•ฉ๋‹ˆ๋‹ค.
# ๊ฐ ๋‹จ์–ด์˜ ๋นˆ๋„๋ฅผ ๊ณ„์‚ฐํ•ฉ๋‹ˆ๋‹ค.
total_word_count = len(user_history)
#total_word_count = len(user_history.split())
st.write("Total Word Count: ", total_word_count)
# ํ‰๊ท  ์†๋„(๋‹จ์–ด/์‹œ๊ฐ„)
#user_debate_time = st.session_state.user_debate_time
average_word_per_time = total_word_count / st.session_state.debate_time # ์‹œ๊ฐ„ ๋‹จ์œ„๋ณด๊ณ  ๋‚˜์ค‘์— ์ˆ˜์ •ํ•˜๊ธฐ
st.write("Average Word Per Time: ", average_word_per_time)
# 2. ๋นˆ์ถœ ๋‹จ์–ด: ๋ฐ˜๋ณตํ•ด์„œ ์‚ฌ์šฉํ•˜๋Š” ๋‹จ์–ด ๋ฆฌ์ŠคํŠธ
# ๋นˆ๋„ ๊ณ„์‚ฐ
frequency = Counter(user_history)
# ๊ฐ€์žฅ ๋นˆ๋„๊ฐ€ ๋†’์€ ๋ฐ์ดํ„ฐ ์ถœ๋ ฅ
most_common_data = frequency.most_common(10)
print(most_common_data)
st.write("Most Common Words: ", most_common_data)
# 3. ๋ฐœํ™” ์Šต๊ด€: ๋ถˆํ•„์š”ํ•œ ์–ธ์–ด์Šต๊ด€(์•„, ์Œ)
# whisper preprocesser์—์„œ ์ฃผ๋ฉด
disfluency_word_list = ['eh', 'umm', 'ah', 'uh', 'er', 'erm', 'err']
# Count the disfluency words
disfluency_counts = sum(user_word in disfluency_word_list for user_word in user_history)
st.write("Disfluency Counts: ", disfluency_counts)
# ์œ ์ €์™€ ๋ด‡์˜ ๋Œ€ํ™” ๋ฐ์ดํ„ฐ๊ฐ€ ์„ธ์…˜์— ๋‚จ์•„์žˆ์Œ
# st.session_state.debate_history
############################################
# Visualization
############################################
# ์ด์ „์— ๊ธฐ๋ก๋œ ๊ฐ’์ด ์žˆ๋‹ค๋ฉด, ๊ทธ๋ž˜ํ”„๋ฅผ ๊ทธ๋ฆฝ๋‹ˆ๋‹ค.
# ์ด์ „์— ๊ธฐ๋ก๋œ ๊ฐ’์ด ์—†๋‹ค๋ฉด, ๊ทธ๋ž˜ํ”„๋ฅผ ๊ทธ๋ฆฌ์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
#########################################################
# Page Routing
#########################################################
pages = {
"Page 1": page1, # user_id์™€ openai_key๋ฅผ ์ž…๋ ฅ๋ฐ›๋Š” ํŽ˜์ด์ง€
"Page 2": page2, # ์›ํ•˜๋Š” ๊ธฐ๋Šฅ์„ ์„ ํƒํ•˜๋Š” ํŽ˜์ด์ง€
"Page 3": page3, # Total Debate
"Page 4": page4, # Evaluation Only
"Page 5": page5, # Analyzing Utterances
"Page 6": page6,
}
selection = st.session_state.page
print("selection:", selection)
page = pages[selection]
# Execute selected page function
page()