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| import os | |
| import requests | |
| import streamlit as st | |
| from leaderboard import init_leaderboard, update_leaderboard, show_leaderboard | |
| from ragout import learning_galaxy_answer | |
| # Initialize session | |
| if "xp" not in st.session_state: | |
| st.session_state.xp = 0 | |
| st.session_state.level = 1 | |
| init_leaderboard() | |
| # Model setup | |
| MODEL_URL = "https://api-inference.huggingface.co/models/mistralai/Mistral-7B-Instruct-v0.2" | |
| def enhanced_query_model(topic): | |
| headers = {"Authorization": f"Bearer {os.environ['HF_Token']}"} | |
| prompt = f""" | |
| You are a physics and mathematics AI tutor. | |
| Given the topic: "{topic}" | |
| 1. Provide a simple and clear explanation suitable for high school or college students. | |
| 2. Create 3 meaningful practice questions to test their understanding. | |
| 3. Suggest an appropriate simulation (either a description or a real link) to help visualize the concept. | |
| Format: | |
| --- | |
| Explanation: | |
| ... | |
| Questions: | |
| 1. | |
| 2. | |
| 3. | |
| Suggested Simulation: | |
| ... | |
| --- | |
| """ | |
| payload = {"inputs": prompt} | |
| response = requests.post(MODEL_URL, headers=headers, json=payload) | |
| result = response.json() | |
| try: | |
| if isinstance(result, list) and "generated_text" in result[0]: | |
| return result[0]["generated_text"] | |
| else: | |
| return "⚠️ Unexpected format. Try another topic." | |
| except Exception as e: | |
| return f"⚠️ API Error: {e}" | |
| def find_simulation_link(topic): | |
| sim_map = { | |
| "projectile motion": "https://phet.colorado.edu/sims/html/projectile-motion/latest/projectile-motion_en.html", | |
| "forces": "https://phet.colorado.edu/sims/html/forces-and-motion-basics/latest/forces-and-motion-basics_en.html", | |
| "electric circuits": "https://phet.colorado.edu/sims/html/circuit-construction-kit-dc/latest/circuit-construction-kit-dc_en.html", | |
| "waves": "https://phet.colorado.edu/sims/html/waves-intro/latest/waves-intro_en.html", | |
| "optics": "https://phet.colorado.edu/sims/html/bending-light/latest/bending-light_en.html", | |
| } | |
| for key in sim_map: | |
| if key in topic.lower(): | |
| return sim_map[key] | |
| return "https://phet.colorado.edu/en/simulations/category/physics" | |
| def update_xp(points): | |
| st.session_state.xp += points | |
| if st.session_state.xp >= 100: | |
| st.session_state.level += 1 | |
| st.session_state.xp = 0 | |
| # Streamlit UI | |
| st.set_page_config(page_title="CoreQuest Galaxy 🌌", page_icon="🎯") | |
| st.title("🎯 CoreQuest: Master Physics and Math!") | |
| st.caption("Learn with AI tutors, RAG-enhanced answers, XP leveling, and interactive simulations!") | |
| st.sidebar.header("🏆 Leaderboard and XP Tracker") | |
| show_leaderboard() | |
| topic = st.text_input("📘 Enter a Physics or Math Topic:") | |
| if topic: | |
| with st.spinner("Generating deep explanations and simulations..."): | |
| output = enhanced_query_model(topic) | |
| st.markdown("### 🤖 AI Response") | |
| st.write(output) | |
| update_xp(10) | |
| st.progress(st.session_state.xp) | |
| st.write(f"🏆 Level {st.session_state.level} | XP: {st.session_state.xp} Points") | |
| st.markdown("---") | |
| st.subheader("🔭 Simulation Area") | |
| sim_url = find_simulation_link(topic) | |
| st.components.v1.iframe(sim_url, height=500) | |
| st.markdown("---") | |
| st.subheader("🔧 Actions") | |
| if st.button("🌌 Ask Learning Galaxy GPT"): | |
| galaxy_question = st.text_input("Ask a more advanced question:", key="galaxy_input") | |
| if galaxy_question: | |
| with st.spinner("Learning Galaxy thinking..."): | |
| galaxy_answer = learning_galaxy_answer(galaxy_question) | |
| st.success(galaxy_answer) | |
| update_xp(10) | |
| if st.button("🎁 See a Hint"): | |
| st.info("Hint: Sketch diagrams, list formulas, or visualize forces/fields.") | |
| update_xp(3) | |
| if st.button("🔄 Get Another Set of Practice"): | |
| with st.spinner("Loading more questions..."): | |
| new_output = enhanced_query_model(topic) | |
| st.write(new_output) | |
| update_xp(7) | |
| st.markdown("---") | |
| st.subheader("🏅 Submit Your XP Score") | |
| player_name = st.text_input("👤 Enter your name to save XP:") | |
| if st.button("🏆 Save to Leaderboard"): | |
| update_leaderboard(player_name, st.session_state.xp) | |
| st.success("XP submitted!") | |
| show_leaderboard() | |
| st.markdown("---") | |
| st.caption("Created with ❤️ by CoreQuest Galaxy 🚀 Powered by Hugging Face + Learning Galaxy ✨") | |
| # --- 🔥 Galactic Upgrades Section --- | |
| st.markdown("## 🚀 Galactic Upgrades") | |
| st.info("Explore extra challenges and boosters to earn even more XP and become a true CoreQuest legend!") | |
| # --- 🌟 Daily Challenge System --- | |
| import random | |
| daily_challenges = [ | |
| "Explain Newton's First Law with a real-world example.", | |
| "Solve a basic derivative problem using the power rule.", | |
| "Describe the concept of kinetic and potential energy.", | |
| "Draw and label a free body diagram for a falling object.", | |
| "Write the difference between electric current and voltage.", | |
| "Sketch how a convex lens focuses light.", | |
| "Describe Special Relativity in one sentence." | |
| ] | |
| today_challenge = random.choice(daily_challenges) | |
| st.subheader("🧩 Daily Challenge") | |
| st.success(today_challenge) | |
| if st.button("✅ Complete Challenge (Claim 15 XP)"): | |
| update_xp(15) | |
| st.balloons() | |
| st.success("You completed today's challenge! 15 XP awarded.") | |
| # --- 🛸 Galactic XP Boosts (Random Event!) --- | |
| boost_active = random.choice([True, False]) | |
| if boost_active: | |
| st.markdown("### 🌌 **Galactic XP Boost Active!**") | |
| st.info("All actions give **+5 bonus XP** for the next 10 minutes!") | |
| def update_xp_boost(points): | |
| bonus_points = points + 5 | |
| st.session_state.xp += bonus_points | |
| if st.session_state.xp >= 100: | |
| st.balloons() | |
| st.success("🌟 LEVEL UP! Congratulations!") | |
| st.session_state.level += 1 | |
| st.session_state.xp = 0 | |
| # If you want, replace update_xp(points) with update_xp_boost(points) during boost time | |
| else: | |
| st.caption("☄️ No Galactic Boost right now. Check back later!") | |
| # --- 🏆 Hall of Fame (Top 3 Players Auto-Show) --- | |
| st.markdown("---") | |
| st.subheader("🏆 Hall of Fame - Top 3 Explorers") | |
| # Sort and display top 3 leaderboard players | |
| if "leaderboard" in st.session_state and st.session_state.leaderboard: | |
| top_players = st.session_state.leaderboard[:3] | |
| for idx, player in enumerate(top_players, start=1): | |
| st.success(f"🏅 {idx}. {player['name']} - {player['xp']} XP") | |
| else: | |
| st.info("No top players yet — be the first to reach the Hall of Fame!") | |
| st.markdown("---") | |
| st.caption("🌌 CoreQuest Galaxy | Built with ❤️ and Science Magic ✨") | |
| player_name = st.text_input("👤 Enter your name to save your progress:") | |
| if st.button("🏆 Submit to Leaderboard"): | |
| badge = get_badge(st.session_state.xp) | |
| update_leaderboard(player_name, st.session_state.xp, st.session_state.level, badge) | |
| st.success("Your progress is saved into the CoreQuest Galaxy archive!") | |
| show_leaderboard() | |
| if topic: | |
| import json | |
| # --- 🚀 CoreQuest Flexible AI Response Handler --- | |
| def enhanced_query_model(topic): | |
| headers = {"Authorization": f"Bearer " + os.environ['HF_TOKEN']} | |
| prompt = f""" | |
| You are a physics and mathematics AI tutor. | |
| Given the topic: "{topic}" | |
| 1. Provide a simple and clear explanation suitable for high school or college students. | |
| 2. Create 3 meaningful practice questions to test their understanding. | |
| 3. Suggest an appropriate simulation (either a description or a real link) to help visualize the concept. | |
| Format: | |
| --- | |
| Explanation: | |
| ... | |
| Questions: | |
| 1. | |
| 2. | |
| 3. | |
| Suggested Simulation: | |
| ... | |
| --- | |
| """ | |
| payload = {"inputs": prompt} | |
| response = requests.post(MODEL_URL, headers=headers, json=payload) | |
| try: | |
| result = response.json() | |
| # Optional: Log every response for debugging | |
| with open("response_debug.txt", "a") as debug: | |
| debug.write(f"\n\nTOPIC: {topic}\nRESPONSE:\n{json.dumps(result, indent=2)}") | |
| # Smart Flexible Parsing | |
| if isinstance(result, list): | |
| if "generated_text" in result[0]: | |
| return result[0]["generated_text"] | |
| elif "text" in result[0]: | |
| return result[0]["text"] | |
| else: | |
| return str(result[0]) | |
| elif isinstance(result, dict): | |
| if "generated_text" in result: | |
| return result["generated_text"] | |
| elif "text" in result: | |
| return result["text"] | |
| elif "error" in result: | |
| return f"⚠️ Error from model: {result['error']}" | |
| else: | |
| return str(result) | |
| else: | |
| return "⚠️ Unexpected response format from the model." | |
| except Exception as e: | |
| return f"⚠️ API Error: {e}" | |
| # --- 🎯 Modular Display of Sections (New functionality) --- | |
| def display_response_parts(raw_output): | |
| st.markdown("### 🤖 AI Response") | |
| try: | |
| parts = raw_output.split("Questions:") | |
| explanation = parts[0].replace("Explanation:", "").strip() | |
| questions = parts[1].split("Suggested Simulation:")[0].strip() if "Suggested Simulation:" in parts[1] else parts[1].strip() | |
| sim = parts[1].split("Suggested Simulation:")[1].strip() if "Suggested Simulation:" in parts[1] else "N/A" | |
| st.markdown("#### 📘 Explanation") | |
| st.write(explanation) | |
| st.markdown("#### ❓ Practice Questions") | |
| st.write(questions) | |
| st.markdown("#### 🔭 Suggested Simulation") | |
| st.write(sim) | |
| except Exception as e: | |
| st.error(f"⚠️ Error displaying structured output: {e}") | |
| st.write(raw_output) | |
| # --- 🚀 Bonus Features (Optional Enhancements) --- | |
| def celebrate_big_xp(): | |
| """Special XP celebrations.""" | |
| if st.session_state.xp >= 500: | |
| st.balloons() | |
| st.success("🏆 You’ve earned over 500 XP! You're a CoreQuest Champion!") | |
| def show_fun_facts(): | |
| """Fun facts to engage learners.""" | |
| facts = [ | |
| "💡 Did you know? A day on Venus is longer than a year on Venus!", | |
| "💡 In physics, light behaves both as a particle and as a wave!", | |
| "💡 There are infinitely many prime numbers — proven by Euclid over 2,000 years ago!" | |
| ] | |