import streamlit as st
import os
from groq import Groq
# Set up page configuration
st.set_page_config(page_title="EduNexus", page_icon=":book:", layout="wide")
# Set the Groq API key
os.environ["GROQ_API_KEY"] = "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" # Replace with your actual API key
# Initialize Groq client
client = Groq(api_key=os.environ.get("GROQ_API_KEY"))
# Define the LLaMA model to be used
MODEL_NAME = "llama3-8b-8192"
# Function to call Groq API
def call_groq_api(prompt):
try:
chat_completion = client.chat.completions.create(
messages=[{"role": "user", "content": prompt}],
model=MODEL_NAME
)
return chat_completion.choices[0].message.content
except Exception as e:
return f"Error: {str(e)}"
# Define functions for each tool with few-shot examples
def personalized_learning_assistant(topic):
prompt = f"""
Provide a personalized learning plan for the topic: {topic}.
Example 1: For 'Machine Learning': 'Create a plan with courses on supervised learning, unsupervised learning, and neural networks. Include practical exercises and projects.'
Example 2: For 'Data Science': 'Suggest a plan with a focus on data analysis, visualization, and statistical modeling. Recommend tools like Python, R, and SQL.'
Example 3: For 'Web Development': 'Outline a plan that covers front-end and back-end development, including HTML, CSS, JavaScript, and server-side technologies.'
Example 4: For '{topic}':"""
return call_groq_api(prompt)
def ai_coding_mentor(code_snippet):
prompt = f"""
Review this AI code snippet and provide suggestions or improvements:
{code_snippet}
Example 1: 'In the provided code, consider using a different activation function to improve performance.'
Example 2: 'The code can be optimized by reducing redundant calculations and enhancing readability.'
Example 3: 'Add comments to explain complex sections of the code for better understanding.'
Example 4: 'For the provided snippet, suggest improvements or fixes:'''
return call_groq_api(prompt)
def smart_document_summarizer(document_text):
prompt = f"""
Summarize the following document:
{document_text}
Example 1: 'The document discusses the impact of climate change on global agriculture, emphasizing the need for sustainable practices.'
Example 2: 'It provides an overview of recent advancements in AI technology and its applications in various fields.'
Example 3: 'The text outlines the historical development of renewable energy sources and their future potential.'
Example 4: 'Summarize this document:'''
return call_groq_api(prompt)
def interactive_study_planner(exam_schedule):
prompt = f"""
Create an interactive study plan based on this exam schedule:
{exam_schedule}
Example 1: 'For an exam schedule with subjects A, B, and C, create a plan that allocates study time for each subject and includes breaks.'
Example 2: 'Plan should include daily study goals and revision sessions leading up to the exams.'
Example 3: 'Suggest a study plan that balances subject preparation with relaxation to avoid burnout.'
Example 4: 'Based on the provided schedule, create a study plan:'''
return call_groq_api(prompt)
def real_time_qa_support(question):
prompt = f"""
Provide an answer to the following academic question:
{question}
Example 1: 'Question: What is the capital of France? Answer: Paris.'
Example 2: 'Question: Explain the theory of relativity. Answer: The theory of relativity, developed by Albert Einstein, includes two theories: special relativity and general relativity, explaining the relationship between space, time, and gravity.'
Example 3: 'Question: What is the process of photosynthesis? Answer: Photosynthesis is the process by which green plants use sunlight to synthesize foods with the help of chlorophyll, water, and carbon dioxide.'
Example 4: 'Answer this question:'''
return call_groq_api(prompt)
def mental_health_check_in(feelings):
prompt = f"""
Provide some advice based on these feelings:
{feelings}
Example 1: 'Feeling stressed? Try practicing mindfulness and deep breathing exercises to calm your mind.'
Example 2: 'If you're feeling anxious, consider talking to a trusted friend or counselor for support.'
Example 3: 'Feeling overwhelmed? Break your tasks into smaller steps and focus on completing them one at a time.'
Example 4: 'Based on these feelings, provide advice:'''
return call_groq_api(prompt)
# Initialize session state if not already set
if 'responses' not in st.session_state:
st.session_state['responses'] = {
"personalized_learning_assistant": "",
"ai_coding_mentor": "",
"smart_document_summarizer": "",
"interactive_study_planner": "",
"real_time_qa_support": "",
"mental_health_check_in": ""
}
# Function to clear session state values
def clear_session_state():
for key in st.session_state.keys():
if key.startswith('responses'):
st.session_state[key] = ""
if key in ['personalized_learning_assistant', 'ai_coding_mentor', 'smart_document_summarizer', 'interactive_study_planner', 'real_time_qa_support', 'mental_health_check_in']:
st.session_state[key] = ""
# Add custom styling using Streamlit
st.markdown("""
""", unsafe_allow_html=True)
# Display main title
st.title("EduNexus")
# Sidebar with tasks
st.sidebar.title("Tasks")
tasks = [
"📚 Personalized Learning Assistant",
"🤖 AI Coding Mentor",
"📄 Smart Document Summarizer",
"🗓 Interactive Study Planner",
"❓ Real-Time Q&A Support",
"💬 Mental Health Check-In"
]
selected_task = st.sidebar.radio("Select a task", tasks)
# Main content area based on selected task
st.header(f"Selected Task: {selected_task}")
if selected_task == "📚 Personalized Learning Assistant":
topic = st.text_input("Enter the topic for the learning plan:")
if st.button("Generate Learning Plan"):
st.session_state['responses']["personalized_learning_assistant"] = personalized_learning_assistant(topic)
st.write(st.session_state['responses']["personalized_learning_assistant"])
elif selected_task == "🤖 AI Coding Mentor":
code_snippet = st.text_area("Paste your AI code snippet here:")
if st.button("Review Code"):
st.session_state['responses']["ai_coding_mentor"] = ai_coding_mentor(code_snippet)
st.write(st.session_state['responses']["ai_coding_mentor"])
elif selected_task == "📄 Smart Document Summarizer":
document_text = st.text_area("Paste your document text here:")
if st.button("Summarize Document"):
st.session_state['responses']["smart_document_summarizer"] = smart_document_summarizer(document_text)
st.write(st.session_state['responses']["smart_document_summarizer"])
elif selected_task == "🗓 Interactive Study Planner":
exam_schedule = st.text_area("Enter your exam schedule here:")
if st.button("Create Study Plan"):
st.session_state['responses']["interactive_study_planner"] = interactive_study_planner(exam_schedule)
st.write(st.session_state['responses']["interactive_study_planner"])
elif selected_task == "❓ Real-Time Q&A Support":
question = st.text_input("Enter your academic question here:")
if st.button("Get Answer"):
st.session_state['responses']["real_time_qa_support"] = real_time_qa_support(question)
st.write(st.session_state['responses']["real_time_qa_support"])
elif selected_task == "💬 Mental Health Check-In":
feelings = st.text_input("How are you feeling today?")
if st.button("Get Advice"):
st.session_state['responses']["mental_health_check_in"] = mental_health_check_in(feelings)
st.write(st.session_state['responses']["mental_health_check_in"])
# Add a footer with contact information
st.markdown("""
""", unsafe_allow_html=True)