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import streamlit as st |
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import json |
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import time |
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import random |
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st.set_page_config( |
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page_title="Training Content Format Discovery", |
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page_icon="🎓", |
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layout="wide", |
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initial_sidebar_state="collapsed" |
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) |
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st.markdown(""" |
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<style> |
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.main .block-container { |
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padding-top: 2rem; |
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padding-bottom: 2rem; |
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max-width: 1000px; |
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margin: 0 auto; |
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} |
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.stApp { |
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background-color: #f8f9fa; |
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} |
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.title-area { |
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text-align: center; |
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margin-bottom: 2rem; |
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} |
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.custom-subheader { |
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background-color: #f0f2f6; |
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padding: 10px; |
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border-radius: 5px; |
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margin-bottom: 10px; |
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font-weight: 600; |
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} |
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.results-container { |
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border: 1px solid #ddd; |
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border-radius: 5px; |
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padding: 20px; |
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background-color: white; |
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margin-bottom: 20px; |
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min-height: 300px; |
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} |
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.format-card { |
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border: 1px solid #e0e0e0; |
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border-radius: 8px; |
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padding: 15px; |
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margin-bottom: 15px; |
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background-color: #fafafa; |
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} |
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.format-title { |
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font-size: 1.2rem; |
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font-weight: 600; |
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color: #2c3e50; |
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margin-bottom: 8px; |
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} |
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.format-description { |
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color: #5a6c7d; |
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margin-bottom: 10px; |
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} |
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.format-details { |
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font-size: 0.9rem; |
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color: #7f8c8d; |
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} |
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.match-score { |
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background-color: #e8f5e8; |
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color: #2d6a2d; |
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padding: 4px 8px; |
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border-radius: 12px; |
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font-size: 0.8rem; |
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font-weight: 600; |
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float: right; |
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} |
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.stButton button { |
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width: 100%; |
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} |
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.footnote { |
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font-size: 0.8rem; |
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color: #6c757d; |
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margin-top: 2rem; |
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} |
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.settings-section { |
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background-color: #f8f9fa; |
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padding: 15px; |
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border-radius: 5px; |
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margin-bottom: 20px; |
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} |
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.examples-section { |
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background-color: #e9f7fe; |
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padding: 15px; |
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border-radius: 5px; |
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margin-bottom: 20px; |
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} |
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.placeholder-area { |
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border: 2px dashed #ddd; |
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border-radius: 10px; |
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padding: 40px; |
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text-align: center; |
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background-color: #f8f9fa; |
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color: #666; |
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} |
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.consultation-cta { |
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background-color: #4CAF50; |
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border: none; |
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border-radius: 8px; |
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padding: 15px; |
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margin: 20px 0; |
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text-align: center; |
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color: white; |
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cursor: pointer; |
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transition: background-color 0.3s ease; |
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} |
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.consultation-cta:hover { |
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background-color: #45a049; |
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} |
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.consultation-cta h4 { |
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color: white; |
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margin-bottom: 10px; |
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} |
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.section-spacer { |
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margin: 30px 0; |
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} |
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.action-buttons-container { |
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margin-top: 20px; |
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padding-top: 15px; |
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border-top: 1px solid #e0e0e0; |
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} |
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.roi-metrics { |
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background-color: #e8f5e8; |
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padding: 8px; |
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border-radius: 4px; |
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margin: 8px 0; |
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font-size: 0.9rem; |
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} |
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.additional-option { |
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border: 1px solid #e0e0e0; |
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border-radius: 5px; |
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padding: 10px; |
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margin-bottom: 10px; |
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background-color: #f9f9f9; |
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} |
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.sample-link { |
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color: #1f77b4; |
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text-decoration: none; |
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font-size: 0.9rem; |
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} |
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.sample-link:hover { |
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text-decoration: underline; |
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} |
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</style> |
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""", unsafe_allow_html=True) |
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st.markdown(""" |
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<div class="title-area"> |
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<h1>Training Content Format Discovery</h1> |
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<p>Find the perfect training content format for your audience, budget, and goals. Get personalized recommendations in minutes!</p> |
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</div> |
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""", unsafe_allow_html=True) |
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if "recommendations" not in st.session_state: |
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st.session_state["recommendations"] = None |
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if "analysis_history" not in st.session_state: |
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st.session_state["analysis_history"] = [] |
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TRAINING_FORMATS = { |
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"video_tutorials": { |
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"name": "Video Tutorials", |
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"description": "Engaging visual content with step-by-step demonstrations", |
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"best_for": ["Visual learners", "Technical skills", "Software training"], |
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"budget": "Medium", |
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"production_time": "High", |
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"engagement": "High", |
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"scalability": "High", |
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"interaction": "Low", |
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"sample_link": "https://youtu.be/HPUWGE9B_UQ?si=a4vr6BL43eMCR9Th", |
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"roi_metrics": "85% knowledge retention, 60% faster skill acquisition" |
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}, |
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"powerpoint_presentations": { |
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"name": "PowerPoint Presentations", |
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"description": "Slide-based presentations for structured information delivery", |
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"best_for": ["Information sharing", "Concepts explanation", "Quick updates"], |
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"budget": "Very Low", |
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"production_time": "Low", |
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"engagement": "Low", |
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"scalability": "High", |
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"interaction": "Low", |
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"sample_link": "https://motivace.sharepoint.com/sites/FileStorage/Shared%20Documents/CreativeSP/Other-Clients/NewClient_Samples/PPT_Samples/202312PD-CoreUltra.pdf", |
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"roi_metrics": "Quick deployment, 70% cost savings vs. live training" |
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}, |
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"microlearning_modules": { |
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"name": "Microlearning Modules", |
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"description": "Bite-sized content focused on specific skills or concepts", |
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"best_for": ["Busy professionals", "Just-in-time learning", "Skill reinforcement"], |
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"budget": "Low", |
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"production_time": "Low", |
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"engagement": "Medium", |
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"scalability": "Very High", |
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"interaction": "Medium", |
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"sample_link": "http://www.motechhq.com/contentdemos", |
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"roi_metrics": "40% higher completion rates, 50% less time investment" |
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}, |
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"elearning_courses": { |
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"name": "E-Learning Courses", |
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"description": "Comprehensive online courses with structured learning paths", |
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"best_for": ["Certification programs", "Comprehensive training", "Self-paced learning"], |
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"budget": "Medium", |
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"production_time": "High", |
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"engagement": "Medium", |
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"scalability": "Very High", |
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"interaction": "Medium", |
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"sample_link": "http://www.motechhq.com/contentdemos", |
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"roi_metrics": "90% completion rates, 25% faster time-to-competency" |
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}, |
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"simulation_training": { |
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"name": "Simulation Training", |
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"description": "Virtual environments for safe practice of real-world scenarios", |
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"best_for": ["High-risk training", "Technical skills", "Safety training"], |
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"budget": "Very High", |
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"production_time": "Very High", |
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"engagement": "Very High", |
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"scalability": "Medium", |
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"interaction": "Very High", |
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"roi_metrics": "95% skill transfer, 80% reduction in safety incidents" |
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}, |
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"gamified_learning": { |
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"name": "Gamified Learning", |
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"description": "Game elements integrated into training content for motivation", |
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"best_for": ["Engagement challenges", "Younger audiences", "Skill practice"], |
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"budget": "High", |
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"production_time": "High", |
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"engagement": "Very High", |
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"scalability": "High", |
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"interaction": "High", |
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"roi_metrics": "3x higher engagement, 65% better knowledge retention" |
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}, |
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"mobile_learning": { |
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"name": "Mobile Learning", |
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"description": "Training content optimized for smartphones and tablets", |
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"best_for": ["Remote workforce", "Field training", "Accessibility"], |
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"budget": "Medium", |
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"production_time": "Medium", |
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"engagement": "Medium", |
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"scalability": "Very High", |
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"interaction": "Medium", |
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"sample_link": "http://www.motechhq.com/contentdemos", |
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"roi_metrics": "Mobile access increases completion by 45%" |
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}, |
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"blended_learning": { |
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"name": "Blended Learning", |
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"description": "Combination of online and in-person training methods", |
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"best_for": ["Comprehensive programs", "Varied learning styles", "Flexibility"], |
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"budget": "High", |
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"production_time": "High", |
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"engagement": "High", |
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"scalability": "Medium", |
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"interaction": "High", |
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"roi_metrics": "Best of both worlds: 80% satisfaction + flexibility" |
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}, |
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"webinar_series": { |
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"name": "Webinar Series", |
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"description": "Live or recorded online presentations with Q&A sessions", |
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"best_for": ["Expert knowledge sharing", "Large audiences", "Thought leadership"], |
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"budget": "Low", |
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"production_time": "Low", |
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"engagement": "Medium", |
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"scalability": "Very High", |
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"interaction": "Medium", |
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"roi_metrics": "Reach thousands simultaneously, 60% cost reduction" |
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}, |
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"pdf_guides": { |
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"name": "PDF Guides & Manuals", |
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"description": "Downloadable documents with detailed instructions and references", |
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"best_for": ["Reference materials", "Policy training", "Quick deployment"], |
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"budget": "Very Low", |
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"production_time": "Low", |
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"engagement": "Low", |
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"scalability": "Very High", |
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"interaction": "Very Low", |
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"sample_link": "https://www.motechhq.com/contentdemos/BunzleBrochure_SinglePg_Digital_Abbreviated.pdf", |
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"roi_metrics": "Instant deployment, 90% cost savings, evergreen content" |
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} |
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} |
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def calculate_format_scores(audience_type, budget, objectives, goals, timeline, interaction_level, team_size): |
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scores = {} |
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for format_id, format_data in TRAINING_FORMATS.items(): |
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score = 0 |
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budget_map = {"Very Low": 1, "Low": 2, "Medium": 3, "High": 4, "Very High": 5} |
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user_budget = budget_map.get(budget, 3) |
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format_budget = budget_map.get(format_data["budget"], 3) |
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if format_budget <= user_budget: |
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score += 20 |
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else: |
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score -= (format_budget - user_budget) * 5 |
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timeline_map = {"ASAP (1-2 weeks)": 1, "1 month": 2, "2-3 months": 3, "3+ months": 4} |
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user_timeline = timeline_map.get(timeline, 3) |
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production_map = {"Low": 1, "Medium": 2, "High": 3, "Very High": 4} |
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format_production = production_map.get(format_data["production_time"], 2) |
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if format_production <= user_timeline: |
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score += 15 |
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else: |
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score -= (format_production - user_timeline) * 5 |
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size_map = {"Small team (10-50)": 1, "Medium team (51-200)": 2, "Large team (201-1000)": 3, "Enterprise (1000+)": 4} |
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user_size = size_map.get(team_size, 2) |
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scalability_map = {"Low": 1, "Medium": 2, "High": 3, "Very High": 4} |
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format_scalability = scalability_map.get(format_data["scalability"], 2) |
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if user_size >= 3 and format_scalability >= 3: |
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score += 15 |
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elif user_size <= 2 and format_scalability <= 2: |
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score += 10 |
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audience_matches = { |
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"Corporate employees": ["elearning_courses", "webinar_series", "blended_learning", "mobile_learning", "powerpoint_presentations"], |
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"Technical professionals": ["video_tutorials", "simulation_training", "elearning_courses"], |
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"Sales teams": ["gamified_learning", "mobile_learning", "powerpoint_presentations", "microlearning_modules"], |
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"Remote workers": ["mobile_learning", "elearning_courses", "webinar_series", "microlearning_modules"], |
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"New hires": ["blended_learning", "elearning_courses", "powerpoint_presentations", "video_tutorials"], |
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"Managers/Leaders": ["webinar_series", "blended_learning", "powerpoint_presentations", "elearning_courses"], |
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"External customers": ["video_tutorials", "webinar_series", "pdf_guides", "elearning_courses"], |
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"Field workers": ["mobile_learning", "microlearning_modules", "video_tutorials", "pdf_guides"] |
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} |
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if format_id in audience_matches.get(audience_type, []): |
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score += 25 |
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objective_matches = { |
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"Technical Skills": ["simulation_training", "video_tutorials", "gamified_learning", "elearning_courses"], |
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"Leadership & Management": ["blended_learning", "webinar_series", "elearning_courses", "simulation_training"], |
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"Compliance Training": ["elearning_courses", "pdf_guides", "webinar_series", "blended_learning", "powerpoint_presentations"], |
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"Product Knowledge": ["video_tutorials", "elearning_courses", "webinar_series", "mobile_learning", "powerpoint_presentations"], |
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"New Employee Onboarding": ["blended_learning", "elearning_courses", "video_tutorials", "powerpoint_presentations"], |
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"Safety Training": ["simulation_training", "video_tutorials", "elearning_courses", "gamified_learning"], |
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"Sales Training": ["gamified_learning", "video_tutorials", "mobile_learning", "simulation_training"], |
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"Professional Certification": ["elearning_courses", "blended_learning", "webinar_series", "pdf_guides"], |
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"Process Standardization": ["video_tutorials", "elearning_courses", "pdf_guides", "microlearning_modules"], |
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"Soft Skills Development": ["blended_learning", "webinar_series", "gamified_learning", "elearning_courses"] |
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} |
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for objective in objectives: |
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if format_id in objective_matches.get(objective, []): |
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score += 15 |
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interaction_map = {"Low": 1, "Medium": 2, "High": 3, "Very High": 4} |
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user_interaction = interaction_map.get(interaction_level, 2) |
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format_interaction = interaction_map.get(format_data["interaction"], 2) |
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if abs(format_interaction - user_interaction) <= 1: |
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score += 10 |
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goal_matches = { |
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"Cost Effectiveness": ["microlearning_modules", "pdf_guides", "webinar_series", "elearning_courses", "powerpoint_presentations"], |
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"High Engagement": ["gamified_learning", "simulation_training", "video_tutorials", "mobile_learning"], |
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"Scalability": ["elearning_courses", "mobile_learning", "webinar_series", "microlearning_modules"], |
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"Quick Deployment": ["microlearning_modules", "pdf_guides", "webinar_series", "mobile_learning", "powerpoint_presentations"], |
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"Knowledge Retention": ["gamified_learning", "simulation_training", "microlearning_modules", "video_tutorials"], |
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"Measurable Results": ["elearning_courses", "gamified_learning", "simulation_training", "blended_learning"] |
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} |
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for goal in goals: |
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if format_id in goal_matches.get(goal, []): |
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score += 10 |
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scores[format_id] = max(0, min(100, score)) |
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return scores |
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col1, col2 = st.columns([1, 1]) |
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with col1: |
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st.markdown('<div class="custom-subheader">Tell Us About Your Training Needs</div>', unsafe_allow_html=True) |
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audience_type = st.selectbox( |
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"Who is your target audience?", |
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[ |
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"Corporate employees", |
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"Technical professionals", |
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"Sales teams", |
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"Remote workers", |
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"New hires", |
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"Managers/Leaders", |
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"External customers", |
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"Field workers" |
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], |
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help="Consider their learning preferences and work environment" |
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) |
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budget = st.select_slider( |
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"What's your budget range?", |
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options=["Very Low", "Low", "Medium", "High", "Very High"], |
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value="Medium", |
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help="Consider development, production, and deployment costs" |
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) |
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team_size = st.selectbox( |
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"How many learners will this reach?", |
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[ |
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"Small team (10-50)", |
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"Medium team (51-200)", |
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"Large team (201-1000)", |
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"Enterprise (1000+)" |
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], |
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index=1, |
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help="This helps us recommend formats that scale appropriately" |
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) |
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timeline = st.selectbox( |
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"When do you need this deployed?", |
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[ |
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"ASAP (1-2 weeks)", |
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"1 month", |
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"2-3 months", |
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"3+ months" |
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], |
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index=1, |
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help="How quickly do you need the training content ready?" |
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) |
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st.markdown('<div class="section-spacer"></div>', unsafe_allow_html=True) |
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objectives = st.multiselect( |
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"What type of training do you need? (Select all that apply)", |
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[ |
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"Technical Skills", |
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"Leadership & Management", |
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"Compliance Training", |
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"Product Knowledge", |
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"New Employee Onboarding", |
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"Safety Training", |
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"Sales Training", |
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"Professional Certification", |
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"Process Standardization", |
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"Soft Skills Development" |
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], |
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help="What specific areas do you need to train on?" |
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) |
|
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|
|
|
|
|
|
goals = st.multiselect( |
|
|
"What's most important to you? (Select your top priorities)", |
|
|
[ |
|
|
"Cost Effectiveness", |
|
|
"High Engagement", |
|
|
"Scalability", |
|
|
"Quick Deployment", |
|
|
"Knowledge Retention", |
|
|
"Measurable Results" |
|
|
], |
|
|
help="What matters most for your training success?" |
|
|
) |
|
|
|
|
|
|
|
|
interaction_level = st.select_slider( |
|
|
"How much interaction do you want?", |
|
|
options=["Low", "Medium", "High", "Very High"], |
|
|
value="Medium", |
|
|
help="Level of learner interaction and engagement" |
|
|
) |
|
|
|
|
|
|
|
|
additional_context = st.text_area( |
|
|
"Any additional requirements?", |
|
|
placeholder="e.g., Must work on mobile devices, need multilingual support, integration with LMS required...", |
|
|
height=60, |
|
|
help="Tell us about any special requirements" |
|
|
) |
|
|
|
|
|
st.markdown('<div class="section-spacer"></div>', unsafe_allow_html=True) |
|
|
|
|
|
|
|
|
generate_button = st.button( |
|
|
"Get My Recommendations", |
|
|
disabled=not objectives or not goals, |
|
|
use_container_width=True, |
|
|
type="primary" |
|
|
) |
|
|
|
|
|
if not objectives: |
|
|
st.info("Please select at least one training type") |
|
|
elif not goals: |
|
|
st.info("Please select at least one priority") |
|
|
|
|
|
|
|
|
with col2: |
|
|
st.markdown('<div class="custom-subheader">Your Personalized Recommendations</div>', unsafe_allow_html=True) |
|
|
|
|
|
|
|
|
st.markdown('<div class="results-container">', unsafe_allow_html=True) |
|
|
|
|
|
if generate_button and objectives and goals: |
|
|
with st.spinner("Analyzing your requirements..."): |
|
|
|
|
|
time.sleep(1.5) |
|
|
|
|
|
|
|
|
scores = calculate_format_scores( |
|
|
audience_type, budget, objectives, goals, timeline, interaction_level, team_size |
|
|
) |
|
|
|
|
|
|
|
|
sorted_formats = sorted(scores.items(), key=lambda x: x[1], reverse=True) |
|
|
|
|
|
|
|
|
st.session_state["recommendations"] = { |
|
|
"formats": sorted_formats, |
|
|
"params": { |
|
|
"audience": audience_type, |
|
|
"budget": budget, |
|
|
"timeline": timeline, |
|
|
"objectives": objectives, |
|
|
"goals": goals, |
|
|
"interaction": interaction_level, |
|
|
"team_size": team_size, |
|
|
"context": additional_context |
|
|
} |
|
|
} |
|
|
|
|
|
st.success("Analysis complete! Here are your recommendations:") |
|
|
|
|
|
|
|
|
if st.session_state["recommendations"] is not None: |
|
|
recommendations = st.session_state["recommendations"] |
|
|
|
|
|
|
|
|
st.markdown(f'<h3 style="color: #2c3e50; margin-bottom: 20px;">Recommended for {recommendations["params"]["audience"].lower()}:</h3>', unsafe_allow_html=True) |
|
|
|
|
|
|
|
|
for i, (format_id, score) in enumerate(recommendations["formats"][:3]): |
|
|
format_data = TRAINING_FORMATS[format_id] |
|
|
|
|
|
st.markdown('<div class="format-card">', unsafe_allow_html=True) |
|
|
st.markdown(f'<div class="format-title">{format_data["name"]} <span class="match-score">{score}% Match</span></div>', unsafe_allow_html=True) |
|
|
st.markdown(f'<div class="format-description">{format_data["description"]}</div>', unsafe_allow_html=True) |
|
|
|
|
|
|
|
|
if "sample_link" in format_data: |
|
|
st.markdown(f'<a href="{format_data["sample_link"]}" target="_blank" class="sample-link">🔗 View Sample</a>', unsafe_allow_html=True) |
|
|
st.markdown("<br>", unsafe_allow_html=True) |
|
|
|
|
|
|
|
|
if "roi_metrics" in format_data: |
|
|
st.markdown(f'<div class="roi-metrics"><strong>Expected Results:</strong> {format_data["roi_metrics"]}</div>', unsafe_allow_html=True) |
|
|
|
|
|
|
|
|
st.markdown(f""" |
|
|
<div class="format-details"> |
|
|
<strong>Best for:</strong> {', '.join(format_data['best_for'])}<br> |
|
|
<strong>Budget:</strong> {format_data['budget']} | |
|
|
<strong>Production Time:</strong> {format_data['production_time']} | |
|
|
<strong>Engagement:</strong> {format_data['engagement']} |
|
|
</div> |
|
|
""", unsafe_allow_html=True) |
|
|
|
|
|
st.markdown('</div>', unsafe_allow_html=True) |
|
|
|
|
|
|
|
|
with st.expander("View More Options", expanded=False): |
|
|
if len(recommendations["formats"]) > 3: |
|
|
st.markdown("**Additional Recommendations:**") |
|
|
for i, (format_id, score) in enumerate(recommendations["formats"][3:5], 4): |
|
|
format_data = TRAINING_FORMATS[format_id] |
|
|
|
|
|
st.markdown('<div class="additional-option">', unsafe_allow_html=True) |
|
|
st.markdown(f'**{format_data["name"]}** ({score}% Match)') |
|
|
st.markdown(f'{format_data["description"]}') |
|
|
|
|
|
if "sample_link" in format_data: |
|
|
st.markdown(f'<a href="{format_data["sample_link"]}" target="_blank" class="sample-link">🔗 View Sample</a>', unsafe_allow_html=True) |
|
|
|
|
|
if "roi_metrics" in format_data: |
|
|
st.markdown(f'<div style="font-size: 0.85rem; color: #666; margin-top: 5px;"><strong>Expected Results:</strong> {format_data["roi_metrics"]}</div>', unsafe_allow_html=True) |
|
|
|
|
|
st.markdown('</div>', unsafe_allow_html=True) |
|
|
else: |
|
|
st.markdown("*All relevant options are shown above.*") |
|
|
|
|
|
|
|
|
st.markdown('<div class="action-buttons-container">', unsafe_allow_html=True) |
|
|
st.markdown("**Take Action:**", unsafe_allow_html=True) |
|
|
|
|
|
col_b1, col_b2 = st.columns(2) |
|
|
|
|
|
with col_b1: |
|
|
|
|
|
top_format = TRAINING_FORMATS[recommendations["formats"][0][0]] |
|
|
if st.button(f"Get Custom Proposal for {top_format['name']}", use_container_width=True, type="primary"): |
|
|
st.balloons() |
|
|
st.success("Excellent choice! Our learning design experts will be in touch within 24 hours.") |
|
|
|
|
|
with col_b2: |
|
|
|
|
|
st.link_button( |
|
|
"Schedule Free Consultation", |
|
|
"https://www.motechhq.com/connect/", |
|
|
use_container_width=True |
|
|
) |
|
|
|
|
|
|
|
|
st.markdown('<div style="margin-top: 10px;">', unsafe_allow_html=True) |
|
|
if st.button("Start New Analysis", use_container_width=True): |
|
|
st.session_state["recommendations"] = None |
|
|
st.rerun() |
|
|
st.markdown('</div>', unsafe_allow_html=True) |
|
|
|
|
|
st.markdown('</div>', unsafe_allow_html=True) |
|
|
|
|
|
else: |
|
|
|
|
|
st.markdown(''' |
|
|
<div class="placeholder-area"> |
|
|
<h3>🎯 Your Recommendations Will Appear Here</h3> |
|
|
<p>Complete the form and click "Get My Recommendations" to see your personalized training format suggestions.</p> |
|
|
</div> |
|
|
''', unsafe_allow_html=True) |
|
|
|
|
|
|
|
|
st.markdown('</div>', unsafe_allow_html=True) |
|
|
|
|
|
|
|
|
if st.session_state["recommendations"] is None: |
|
|
st.markdown('<div class="section-spacer"></div>', unsafe_allow_html=True) |
|
|
st.link_button( |
|
|
"Want Expert Guidance? Schedule a Free Consultation", |
|
|
"https://www.motechhq.com/connect/", |
|
|
use_container_width=True, |
|
|
type="secondary" |
|
|
) |
|
|
|
|
|
|
|
|
st.markdown('<div class="footnote">', unsafe_allow_html=True) |
|
|
st.markdown('*This tool uses advanced algorithms to match your requirements with optimal training formats based on industry best practices.*') |
|
|
st.markdown('</div>', unsafe_allow_html=True) |
