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Update app.py
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app.py
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import streamlit as st
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# Define Streamlit app
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st.set_page_config(page_title="EduNexus", page_icon=":book:", layout="wide")
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@@ -62,12 +145,6 @@ st.markdown("""
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# Define function to clear all inputs
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def clear_chat():
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st.session_state['personalized_learning_assistant'] = ""
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st.session_state['ai_coding_mentor'] = ""
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st.session_state['smart_document_summarizer'] = ""
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st.session_state['interactive_study_planner'] = ""
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st.session_state['real_time_qa_support'] = ""
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st.session_state['mental_health_check_in'] = ""
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st.session_state['responses'] = {
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"personalized_learning_assistant": "",
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"ai_coding_mentor": "",
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@@ -125,8 +202,8 @@ elif selected_tool == "AI Coding Mentor":
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elif selected_tool == "Smart Document Summarizer":
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st.header("Smart Document Summarizer")
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with st.form(key="
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document_input = st.text_area("
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submit_button = st.form_submit_button("Summarize Document")
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if submit_button:
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summary = smart_document_summarizer(document_input)
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@@ -136,19 +213,19 @@ elif selected_tool == "Smart Document Summarizer":
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elif selected_tool == "Interactive Study Planner":
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st.header("Interactive Study Planner")
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with st.form(key="
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submit_button = st.form_submit_button("
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if submit_button:
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st.session_state['responses']['interactive_study_planner'] =
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if st.session_state['responses']['interactive_study_planner']:
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display_response("interactive_study_planner", st.session_state['responses']['interactive_study_planner'])
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elif selected_tool == "Real-Time Q&A Support":
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st.header("Real-Time Q&A Support")
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with st.form(key="qa_form"):
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question_input = st.text_input("
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submit_button = st.form_submit_button("Get Answer")
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if submit_button:
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answer = real_time_qa_support(question_input)
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@@ -159,7 +236,7 @@ elif selected_tool == "Real-Time Q&A Support":
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elif selected_tool == "Mental Health Check-In":
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st.header("Mental Health Check-In")
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with st.form(key="mental_health_form"):
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feelings_input = st.text_area("How are you feeling?", placeholder="e.g., Stressed about exams")
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submit_button = st.form_submit_button("Get Advice")
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if submit_button:
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advice = mental_health_check_in(feelings_input)
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@@ -167,12 +244,12 @@ elif selected_tool == "Mental Health Check-In":
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if st.session_state['responses']['mental_health_check_in']:
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display_response("mental_health_check_in", st.session_state['responses']['mental_health_check_in'])
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#
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st.markdown("""
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<div class="footer">
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<p>
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<a href="https://
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<a href="https://
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<a href="
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</div>
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""", unsafe_allow_html=True)
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import os
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import streamlit as st
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from groq import Groq
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# Set the Groq API key
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os.environ["GROQ_API_KEY"] = "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"
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# Initialize Groq client
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client = Groq(api_key=os.environ.get("GROQ_API_KEY"))
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# Define the LLaMA model to be used
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MODEL_NAME = "llama3-8b-8192"
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# Function to call Groq API
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def call_groq_api(prompt):
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try:
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chat_completion = client.chat.completions.create(
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messages=[{"role": "user", "content": prompt}],
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model=MODEL_NAME
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)
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return chat_completion.choices[0].message.content
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except Exception as e:
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return f"Error: {str(e)}"
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# Define functions for each tool
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def personalized_learning_assistant(topic):
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examples = [
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"Explain quantum mechanics with a real-world example.",
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"Describe general relativity and its significance.",
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"Provide a simple explanation of machine learning and its applications."
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]
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prompt = f"Here are some example explanations:\n\n{examples}\n\nNow, explain the topic: {topic}. Provide a detailed, yet simple explanation with a practical example."
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return call_groq_api(prompt)
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def ai_coding_mentor(code_snippet):
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examples = [
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"Review this code snippet for optimization opportunities:\n\nCode: 'for i in range(10): print(i)'\nSuggestion: Use list comprehension for more efficient code.",
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"Analyze this code snippet for best practices:\n\nCode: 'def add(a, b): return a + b'\nSuggestion: Include type hints to improve readability and maintainability."
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]
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prompt = f"Here are some code review examples:\n\n{examples}\n\nReview the following code snippet and provide suggestions for improvement:\n{code_snippet}. Include any potential issues or improvements."
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return call_groq_api(prompt)
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def smart_document_summarizer(document_text):
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examples = [
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"Summarize this text:\n\nText: 'Quantum computing represents a revolutionary approach to computing that leverages quantum mechanics.'\nSummary: 'Quantum computing uses quantum mechanics to advance computing technology.'",
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"Create a summary for this passage:\n\nText: 'The rise of electric vehicles is a major step towards reducing global carbon emissions and combating climate change.'\nSummary: 'Electric vehicles help reduce carbon emissions and fight climate change.'"
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]
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prompt = f"Here are some document summarization examples:\n\n{examples}\n\nSummarize the following document text concisely:\n{document_text}. Focus on capturing the main points clearly."
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return call_groq_api(prompt)
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def interactive_study_planner(exam_schedule):
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examples = [
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"Generate a study plan for a schedule with multiple exams in a week:\n\nSchedule: '3 exams in one week'\nPlan: 'Allocate 2 hours per subject each day, with review sessions on weekends.'",
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"Create a study plan for preparing for exams over a period of 2 weeks:\n\nSchedule: 'Exams in 2 weeks'\nPlan: 'Prioritize subjects based on difficulty and importance, with daily reviews and mock tests.'"
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]
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prompt = f"Here are some study planning examples:\n\n{examples}\n\nCreate a tailored study plan based on the following schedule:\n{exam_schedule}. Include daily study goals and break times."
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return call_groq_api(prompt)
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def real_time_qa_support(question):
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examples = [
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"Provide an answer to this question:\n\nQuestion: 'What is Newton's third law of motion?'\nAnswer: 'Newton's third law states that for every action, there is an equal and opposite reaction.'",
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"Explain this concept:\n\nQuestion: 'What is the principle of conservation of energy?'\nAnswer: 'The principle of conservation of energy states that energy cannot be created or destroyed, only transformed from one form to another.'"
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]
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prompt = f"Here are some examples of answers to academic questions:\n\n{examples}\n\nAnswer the following question:\n{question}. Provide a clear and comprehensive explanation."
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return call_groq_api(prompt)
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def mental_health_check_in(feelings):
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examples = [
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"Offer advice for managing exam stress:\n\nFeeling: 'Stressed about upcoming exams'\nAdvice: 'Develop a study schedule, take regular breaks, and practice relaxation techniques.'",
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"Provide support for feeling overwhelmed:\n\nFeeling: 'Feeling overwhelmed with coursework'\nAdvice: 'Break tasks into smaller, manageable parts and seek support from peers or a counselor.'"
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]
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prompt = f"Here are some examples of mental health advice:\n\n{examples}\n\nProvide advice based on the following feeling:\n{feelings}. Offer practical suggestions for improving well-being."
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return call_groq_api(prompt)
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# Initialize session state if not already set
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if 'responses' not in st.session_state:
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st.session_state['responses'] = {
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"personalized_learning_assistant": "",
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"ai_coding_mentor": "",
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"smart_document_summarizer": "",
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"interactive_study_planner": "",
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"real_time_qa_support": "",
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"mental_health_check_in": ""
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}
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# Define Streamlit app
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st.set_page_config(page_title="EduNexus", page_icon=":book:", layout="wide")
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# Define function to clear all inputs
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def clear_chat():
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st.session_state['responses'] = {
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"personalized_learning_assistant": "",
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"ai_coding_mentor": "",
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elif selected_tool == "Smart Document Summarizer":
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st.header("Smart Document Summarizer")
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with st.form(key="summarizer_form"):
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document_input = st.text_area("Paste your document text here", placeholder="e.g., The rise of electric vehicles...")
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submit_button = st.form_submit_button("Summarize Document")
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if submit_button:
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summary = smart_document_summarizer(document_input)
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elif selected_tool == "Interactive Study Planner":
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st.header("Interactive Study Planner")
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with st.form(key="planner_form"):
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schedule_input = st.text_area("Enter your exam schedule", placeholder="e.g., 3 exams in one week")
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submit_button = st.form_submit_button("Create Study Plan")
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if submit_button:
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study_plan = interactive_study_planner(schedule_input)
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st.session_state['responses']['interactive_study_planner'] = study_plan
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if st.session_state['responses']['interactive_study_planner']:
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display_response("interactive_study_planner", st.session_state['responses']['interactive_study_planner'])
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elif selected_tool == "Real-Time Q&A Support":
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st.header("Real-Time Q&A Support")
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with st.form(key="qa_form"):
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question_input = st.text_input("Ask a question", placeholder="e.g., What is Newton's third law?")
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submit_button = st.form_submit_button("Get Answer")
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if submit_button:
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answer = real_time_qa_support(question_input)
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elif selected_tool == "Mental Health Check-In":
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st.header("Mental Health Check-In")
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with st.form(key="mental_health_form"):
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feelings_input = st.text_area("How are you feeling today?", placeholder="e.g., Stressed about exams")
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submit_button = st.form_submit_button("Get Advice")
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if submit_button:
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advice = mental_health_check_in(feelings_input)
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if st.session_state['responses']['mental_health_check_in']:
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display_response("mental_health_check_in", st.session_state['responses']['mental_health_check_in'])
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# Add footer with contact information
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st.markdown("""
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<div class="footer">
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<p>Powered by EduNexus</p>
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<a href="https://twitter.com/yourhandle" target="_blank"><i class="fab fa-twitter"></i></a>
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<a href="https://linkedin.com/in/yourprofile" target="_blank"><i class="fab fa-linkedin"></i></a>
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<a href="mailto:your.email@example.com"><i class="fas fa-envelope"></i></a>
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</div>
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""", unsafe_allow_html=True)
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