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| import gradio as gr | |
| import re | |
| from datetime import datetime | |
| import random | |
| # Chatbot knowledge base | |
| ELIMUHUB_KNOWLEDGE = { | |
| "greeting": { | |
| "patterns": ["hello", "hi", "hey", "good morning", "good afternoon", "good evening"], | |
| "responses": [ | |
| "Hello! Welcome to Elimuhub Education Consultants! 🎓 How can I assist you today?", | |
| "Hi there! Welcome to Elimuhub Education Consultants. How can I help with your educational needs?", | |
| "Greetings! Thank you for contacting Elimuhub Education Consultants." | |
| ] | |
| }, | |
| "homeschooling": { | |
| "patterns": ["homeschool", "home school", "home schooling", "homeschooling"], | |
| "responses": ["""**Our Homeschooling Services:** 📚 | |
| We provide comprehensive support for families seeking an alternative education path: | |
| • **Customized Learning Plans**: Tailored to your child's individual needs and academic goals | |
| • **Flexible Scheduling**: Adapt to your family's busy schedule | |
| • **Full-Time or Part-Time**: Options for complete education or supplementary support | |
| • **Experienced Tutors**: Highly qualified educators in their fields | |
| • **Exam Preparation**: KCPE, KCSE, IGCSE, and other national/international exams | |
| Would you like more specific information about any of these aspects?"""] | |
| }, | |
| "subjects": { | |
| "patterns": ["subjects", "courses", "what do you teach", "which subjects"], | |
| "responses": ["""**Subjects We Offer:** 📖 | |
| **Primary & Secondary Level:** | |
| - Mathematics, Science (Biology, Chemistry, Physics) | |
| - English, Kiswahili, History, Geography | |
| - CRE, Business Studies, Agriculture, Computer Studies | |
| **International Curricula (IGCSE & IB):** | |
| - Mathematics, Sciences, English, Business Studies | |
| - Languages (French, German, Spanish, Italian, Chinese) | |
| - Humanities (History, Geography) | |
| **Other:** | |
| - Adult Education and Professional Training | |
| Which subject are you particularly interested in?"""] | |
| }, | |
| "curriculum": { | |
| "patterns": ["curriculum", "syllabus", "what curriculum", "which system"], | |
| "responses": ["""**Curricula We Teach:** 🌍 | |
| **Kenyan System:** | |
| - Competency-Based Curriculum (CBC) | |
| - 8-4-4 System (KCPE & KCSE) | |
| **International Systems:** | |
| - British National Curriculum (IGCSE & A-Levels) | |
| - International Baccalaureate (IB) | |
| - American K-12 Curriculum | |
| **Adult Education:** Support for lifelong learners and retake students | |
| Which curriculum are you interested in?"""] | |
| }, | |
| "fees": { | |
| "patterns": ["fees", "price", "cost", "how much", "payment", "packages"], | |
| "responses": ["""**Our Fee Structure:** 💰 | |
| *Fees are negotiable with flexible payment options (hourly, weekly, monthly)* | |
| **Tuition Packages:** | |
| - Personalized 1-on-1: KES 1,500 - 3,000/hour | |
| - Weekly Group: KES 800 - 1,500/session (max 10 students) | |
| - Monthly Plan: KES 15,000 - 30,000/month | |
| - Holiday Program: From KES 2,000/session | |
| - Online Classes: 20% discount on in-person rates | |
| **Homeschooling Packages:** | |
| - Full-Time: KES 30,000 - 50,000+/month | |
| - Part-Time: KES 700 - 900+/hour | |
| - Sibling discounts available | |
| We offer a **FREE 15-minute consultation** to discuss the best package!"""] | |
| }, | |
| "contact": { | |
| "patterns": ["contact", "whatsapp", "phone", "number", "reach", "talk to person", "consultation"], | |
| "responses": ["""**Contact Us:** 📞 | |
| You can reach us on **WhatsApp: +254 731 838 387** | |
| We offer a **FREE 15-minute consultation** to help you find the best educational plan for your child! | |
| Feel free to ask any specific questions you may have about our services."""] | |
| }, | |
| "thanks": { | |
| "patterns": ["thank", "thanks", "appreciate"], | |
| "responses": ["You're welcome! 😊 Let me know if you have any other questions about Elimuhub's services.", "Happy to help! Feel free to ask anything else about our educational programs."] | |
| }, | |
| "default": { | |
| "responses": [ | |
| "I'm here to help you with Elimuhub's educational services! You can ask me about:\n• Homeschooling\n• Subjects offered\n• Curriculum\n• Fees & packages\n• Contact information", | |
| "That's a great question! At Elimuhub, we specialize in personalized tuition and homeschooling. How can I assist you specifically?", | |
| "I'd be happy to help! You can ask me about our tuition services, homeschooling programs, subjects offered, or fee structures." | |
| ] | |
| } | |
| } | |
| def classify_intent(user_input): | |
| """Classify user intent based on input patterns""" | |
| user_input = user_input.lower().strip() | |
| for intent, data in ELIMUHUB_KNOWLEDGE.items(): | |
| if intent == "default": | |
| continue | |
| for pattern in data["patterns"]: | |
| if re.search(r'\b' + re.escape(pattern) + r'\b', user_input): | |
| return intent | |
| return "default" | |
| def get_chatbot_response(user_input, chat_history): | |
| """Generate appropriate response based on user input""" | |
| intent = classify_intent(user_input) | |
| responses = ELIMUHUB_KNOWLEDGE[intent]["responses"] | |
| # Select a random response from available options | |
| response = random.choice(responses) | |
| # Add timestamp and branding | |
| timestamp = datetime.now().strftime("%H:%M") | |
| branded_response = f"**Elimuhub Assistant** ({timestamp}): {response}" | |
| return branded_response | |
| def chat_interface(message, chat_history): | |
| """Main chat interface function""" | |
| chat_history = chat_history or [] | |
| if not message.strip(): | |
| return chat_history, "Please type a message to start chatting!" | |
| # Get bot response | |
| bot_response = get_chatbot_response(message, chat_history) | |
| # Update chat history | |
| chat_history.append((message, bot_response)) | |
| return chat_history, "" | |
| # Custom CSS for better styling | |
| custom_css = """ | |
| .gradio-container { | |
| font-family: 'Arial', sans-serif; | |
| max-width: 800px; | |
| margin: 0 auto; | |
| } | |
| .elimuhub-header { | |
| background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); | |
| padding: 25px; | |
| border-radius: 15px; | |
| color: white; | |
| text-align: center; | |
| margin-bottom: 20px; | |
| box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1); | |
| } | |
| .elimuhub-header h1 { | |
| margin: 0; | |
| font-size: 2.5em; | |
| } | |
| .elimuhub-header p { | |
| margin: 10px 0 0 0; | |
| font-size: 1.2em; | |
| } | |
| .chatbot { | |
| min-height: 400px; | |
| border: 2px solid #e0e0e0; | |
| border-radius: 10px; | |
| } | |
| .quick-questions { | |
| background: #f8f9fa; | |
| padding: 15px; | |
| border-radius: 10px; | |
| border-left: 4px solid #667eea; | |
| } | |
| """ | |
| # Create the Gradio interface | |
| with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as demo: | |
| with gr.Column(): | |
| # Header | |
| gr.HTML(""" | |
| <div class="elimuhub-header"> | |
| <h1>🎓 Elimuhub Education Consultants</h1> | |
| <p>Personalized Tuition & Homeschooling Services</p> | |
| <p><em>"Helping students achieve their academic goals"</em></p> | |
| </div> | |
| """) | |
| # Chatbot | |
| chatbot = gr.Chatbot( | |
| label="Chat with Elimuhub Assistant", | |
| placeholder="Ask me about homeschooling, subjects, curriculum, or fees...", | |
| height=400, | |
| show_copy_button=True | |
| ) | |
| # Message input | |
| with gr.Row(): | |
| msg = gr.Textbox( | |
| label="Your Message", | |
| placeholder="Type your question here... (e.g., Tell me about homeschooling, What subjects do you offer?)", | |
| scale=4, | |
| container=False | |
| ) | |
| submit_btn = gr.Button("Send 📤", variant="primary", scale=1) | |
| # Quick questions section | |
| with gr.Row(): | |
| gr.HTML(""" | |
| <div class="quick-questions"> | |
| <h3>💡 Quick Questions You Can Ask:</h3> | |
| <p>• "Tell me about homeschooling"<br> | |
| • "Which subjects do you offer?"<br> | |
| • "What curriculum do you teach?"<br> | |
| • "What are your fees and packages?"<br> | |
| • "How can I contact you?"</p> | |
| </div> | |
| """) | |
| # Event handlers | |
| def handle_submit(message, chat_history): | |
| chat_history = chat_history or [] | |
| if message.strip(): | |
| bot_response = get_chatbot_response(message, chat_history) | |
| chat_history.append((message, bot_response)) | |
| return chat_history, "" | |
| submit_btn.click( | |
| fn=handle_submit, | |
| inputs=[msg, chatbot], | |
| outputs=[chatbot, msg] | |
| ) | |
| msg.submit( | |
| fn=handle_submit, | |
| inputs=[msg, chatbot], | |
| outputs=[chatbot, msg] | |
| ) | |
| # Examples | |
| gr.Examples( | |
| examples=[ | |
| ["Tell me about homeschooling"], | |
| ["Which subjects do you offer for primary level?"], | |
| ["What curriculum do you teach?"], | |
| ["What are your fees for one-on-one tutoring?"], | |
| ["How can I contact Elimuhub?"], | |
| ["Do you offer science subjects?"] | |
| ], | |
| inputs=msg, | |
| label="Click on any example to quickly ask:" | |
| ) | |
| if __name__ == "__main__": | |
| demo.launch(debug=True) |