Spaces:
Sleeping
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update
Browse files- app.py +220 -0
- requirements.txt +8 -0
app.py
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| 1 |
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import os
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| 2 |
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import openai
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| 3 |
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import streamlit as st
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| 4 |
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from langchain.agents import load_tools, initialize_agent
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from langchain.llms import OpenAI
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| 6 |
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import time
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from streamlit_option_menu import option_menu
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| 8 |
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def initialize_tools_and_agent(openai_api_key):
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| 9 |
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llm = OpenAI(temperature=0,openai_api_key=openai_api_key)
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| 10 |
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tools = load_tools(["llm-math"], llm=llm)
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agent = initialize_agent(tools, llm, agent="zero-shot-react-description", verbose=True)
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return agent
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# Set Streamlit page configuration
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| 15 |
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st.set_page_config(page_title='Math ChatGPT4',
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page_icon=":memo:",
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| 17 |
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layout='wide',
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initial_sidebar_state='collapsed')
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st.title('Mathematical Puzzles Solving Tool')
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#st.header('Language Model App. for Mathematical Puzzle Solver')
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| 21 |
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# Set CSS properties for HTML components
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st.markdown("""
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<style>
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body {
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color: #ff0;
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background-color: #4f8bf9;
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| 27 |
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}
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h1, h2 {
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color: #000000;
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| 30 |
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}
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</style>
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""", unsafe_allow_html=True)
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hide_style='''
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<style>
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#MainMenu {visibility:hidden;}
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footer {visibility:hidden;}
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.css-hi6a2p {padding-top: 0rem;}
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head {visibility:hidden;}
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</style>
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'''
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with st.sidebar:
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selected = option_menu("Main Menu", ["Home", 'Help'],
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icons=['house', 'gear'], menu_icon="cast", default_index=0)
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selected
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hide_style='''
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| 48 |
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<style>
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| 49 |
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#MainMenu {visibility:hidden;}
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| 50 |
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footer {visibility:hidden;}
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| 51 |
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.css-hi6a2p {padding-top: 0rem;}
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| 52 |
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head {visibility:hidden;}
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| 53 |
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</style>
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| 54 |
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'''
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hide_streamlit_style = """
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<style>
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div[data-testid="stToolbar"] {
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visibility: hidden;
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| 59 |
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height: 0%;
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position: fixed;
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}
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div[data-testid="stDecoration"] {
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visibility: hidden;
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height: 0%;
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position: fixed;
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}
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div[data-testid="stStatusWidget"] {
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visibility: hidden;
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height: 0%;
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position: fixed;
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}
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#MainMenu {
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visibility: hidden;
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height: 0%;
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}
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header {
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visibility: hidden;
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height: 0%;
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}
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footer {
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visibility: hidden;
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height: 0%;
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}
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</style>
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"""
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st.markdown(hide_streamlit_style, unsafe_allow_html=True)
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st.markdown("""
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<style>
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.footer {
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position: fixed;
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left: 0;
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bottom: 0;
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width: 100%;
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background-color: #f8f9fa;
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color: black;
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text-align: center;
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padding: 10px;
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}
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</style>
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<div class="footer">
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<p>Copyright © 2023 AI-Books. All Rights Reserved.</p>
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| 103 |
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</div>
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""", unsafe_allow_html=True)
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if selected=="Help":
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st.markdown(hide_style,unsafe_allow_html=True)
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# st.title("Help")
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# Import required libraries
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import streamlit as st
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| 112 |
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| 113 |
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# Set Streamlit page configuration
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#st.set_page_config(page_title='Help - XLS Office Documents Analysis with ChatGPT4 NLP Model',
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| 115 |
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# page_icon=":memo:",
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| 116 |
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# layout='wide',
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| 117 |
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# initial_sidebar_state='collapsed')
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| 119 |
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import streamlit as st
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| 120 |
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| 121 |
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# Set CSS properties for HTML components
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| 122 |
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st.markdown("""
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| 123 |
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<style>
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| 124 |
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body {
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| 125 |
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color: #000;
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background-color: #f0f0f0;
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font-family: Arial, sans-serif;
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}
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h1, h2 {
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color: #ff6600;
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| 131 |
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text-align: center;
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}
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</style>
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""", unsafe_allow_html=True)
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# Display application title
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# st.markdown("""
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# <h1>ChatGPT-4 Bot: Puzzle Solving and Imagination Companion</h1>
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| 139 |
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# <h2>Your Partner for Puzzles and Creative Adventures</h2>
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| 140 |
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# """, unsafe_allow_html=True)
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| 141 |
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| 142 |
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## Display authorship details
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| 143 |
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# st.markdown("""
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## Developed by [Your Name]
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# * AI Enthusiast
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| 146 |
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# * Expert in AI-driven Conversations
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# """, unsafe_allow_html=True)
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| 148 |
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| 149 |
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# Display application introduction
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st.markdown("""
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| 151 |
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### Welcome to ChatGPT-4 Bot!
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| 152 |
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| 153 |
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Introducing your versatile AI companion, ChatGPT-4 Bot. This interactive tool is designed to be your guide for solving mathematical puzzles . Whether you're a curious kid, a young learner, or simply looking to exercise your mind, ChatGPT-4 Bot is here to assist.
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| 154 |
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| 155 |
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### Dive into Puzzle Challenges
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| 156 |
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| 157 |
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Are math puzzles your thing? ChatGPT-4 Bot is equipped to help you tackle a variety of mathematical challenges. From solving equations to deciphering number patterns, this AI-powered tool is your partner in puzzle-solving.
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| 158 |
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### How to Interact
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| 159 |
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Puzzles Mode: Input math-related questions or challenges and receive step-by-step solutions.
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| 162 |
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### Who Can Benefit
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| 163 |
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| 164 |
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- Students seeking assistance with math problems
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| 165 |
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| 166 |
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- Curious minds interested in AI-driven conversations
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| 167 |
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| 168 |
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### Get in Touch
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| 169 |
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| 170 |
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If you have any inquiries or suggestions, don't hesitate to get in touch. Let's embark on a journey of exploration and learning together!
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| 171 |
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""", unsafe_allow_html=True)
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| 172 |
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| 173 |
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| 174 |
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#-----------------
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| 175 |
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| 176 |
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hide_style='''
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| 177 |
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<style>
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| 178 |
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#MainMenu {visibility:hidden;}
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| 179 |
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footer {visibility:hidden;}
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| 180 |
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.css-hi6a2p {padding-top: 0rem;}
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| 181 |
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head {visibility:hidden;}
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| 182 |
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</style>
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| 183 |
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'''
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| 184 |
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st.markdown(hide_style,unsafe_allow_html=True)
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| 185 |
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if selected=="Home":
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| 186 |
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openai_api_key = st.sidebar.text_input('OpenAI API Key', type="password")
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| 187 |
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question_examples = [
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"A store sells oranges in packs of 5 and apples in packs of 8. If John bought 7 packs of oranges and 4 packs of apples, how many fruits did he buy in total?",
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| 189 |
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"A box contains 24 red balls and 36 blue balls. If 30% of the red balls and 40% of the blue balls are removed, how many balls are left in the box?",
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| 190 |
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"A company has 800 employees. If 25% of the employees are managers and the rest are regular employees, how many regular employees are there in the company?",
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| 191 |
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"A classroom has a total of 35 students. If 40% of the students are boys, how many girls are there in the classroom?",
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| 192 |
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# Add more examples as needed
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]
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# Dropdown select box for question examples
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selected_example = st.selectbox('Choose a question example:', question_examples)
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| 197 |
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# Pre-populate the question field with the selected example
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# question = st.text_input('Enter your question:', value=selected_example)
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math_question = st.text_area("selected example or write any puzzle and press enter:", value=selected_example)
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if not openai_api_key or not openai_api_key.startswith('sk-'):
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st.warning('Please enter your OpenAI API key!', icon='⚠️')
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| 203 |
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else:
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if st.button('Solve'):
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try:
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agent = initialize_tools_and_agent(openai_api_key)
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response = agent.run(math_question)
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with st.spinner('Solving...'):
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time.sleep(2) # Simulate processing time
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st.success('Solved!')
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st.markdown(f"**The Solution Is:**\n\n{response}")
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if(response=="Agent stopped due to iteration limit or time limit."):
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st.warning('Please enter your Puzzle!mathmatical tool', icon='⚠️')
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except openai.error.OpenAIError as e:
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#st.error(f"An error occurred: {e}")
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st.warning('Please enter your puzzle! mathmatical tool', icon='⚠️')
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except Exception as e:
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#st.error(f"An unexpected error occurred: {e}")
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st.warning('Please enter your puzzle!mathmatical tool', icon='⚠️')
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requirements.txt
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streamlit
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openai
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langchain
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pandas
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openpyxl
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tabulate==0.9.0
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streamlit-option-menu
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pydantic==1.8
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