Spaces:
Sleeping
Sleeping
import streamlit as st | |
import google.generativeai as genai | |
from dotenv import load_dotenv | |
import os | |
# Load environment variables | |
load_dotenv() | |
# Configure Gemini | |
genai.configure(api_key=os.getenv("GEMINI_API_KEY")) | |
model = genai.GenerativeModel('gemini-pro') | |
def main(): | |
st.title("JEE SOCA Analysis System π") | |
st.subheader("AI-Powered Skill Assessment for JEE Aspirants") | |
with st.form("student_form"): | |
st.header("Student Questionnaire") | |
# Subject Knowledge | |
st.subheader("π Subject Knowledge") | |
math_score = st.slider("Mathematics Proficiency (1-10)", 1, 10) | |
physics_score = st.slider("Physics Proficiency (1-10)", 1, 10) | |
chemistry_score = st.slider("Chemistry Proficiency (1-10)", 1, 10) | |
# Study Habits | |
st.subheader("β° Study Habits") | |
study_hours = st.number_input("Daily Study Hours", min_value=0, max_value=16) | |
time_management = st.select_slider("Time Management Skills", | |
options=["Poor", "Average", "Good", "Excellent"]) | |
# Problem Solving | |
st.subheader("π Problem Solving") | |
problem_approach = st.radio("Preferred Problem Solving Approach", | |
("Conceptual Understanding", | |
"Formula Memorization", | |
"Practice Problems")) | |
# Stress Management | |
st.subheader("π§ Stress Management") | |
stress_level = st.select_slider("Stress Level", | |
options=["Very Low", "Low", "Moderate", "High", "Very High"]) | |
# Submission | |
submitted = st.form_submit_button("Generate SOCA Analysis") | |
if submitted: | |
with st.spinner("Analyzing responses..."): | |
# Prepare prompt | |
prompt = f"""Analyze this JEE student's profile and create a SOCA analysis: | |
Subject Scores: | |
- Mathematics: {math_score}/10 | |
- Physics: {physics_score}/10 | |
- Chemistry: {chemistry_score}/10 | |
Study Habits: | |
- Daily Study Hours: {study_hours} | |
- Time Management: {time_management} | |
Problem Solving: | |
- Approach: {problem_approach} | |
Stress Management: | |
- Stress Level: {stress_level} | |
Provide the analysis in this format: | |
**Strengths:** [Identify 3 key strengths] | |
**Opportunities:** [Suggest 3 improvement areas] | |
**Challenges:** [List 3 main challenges] | |
**Action Plan:** [Create 4 actionable steps] | |
""" | |
# Get Gemini response | |
response = model.generate_content(prompt) | |
# Display analysis | |
st.subheader("SOCA Analysis Report") | |
st.markdown(response.text) | |
if __name__ == "__main__": | |
main() |