metadata

title: Course Creator AI - Multi-Tool Agent Demo
emoji: 🎓
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.33.1
app_file: app.py
pinned: false
license: mit
tags:
  - agent-demo-track
  - education
  - ai-agents
  - course-generation
  - multi-tool
  - web-research
  - image-generation
  - gradio
  - hackathon
short_description: AI-powered educational course generator

🎓 Course Creator AI - Multi-Tool Agent Demo

Track 3: Agentic Demo Submission | Hugging Face Agent Hackathon 2025

🎯 Tag: agent-demo-track

🎬 Video Overview

📹 Watch Demo Video - App Usage & Purpose Explanation

🚀 What is Course Creator AI?

Course Creator AI is a real multi-tool agent system that demonstrates the power of AI agents working together to create comprehensive educational content. This isn't a simulation - it's a live demonstration of agents using actual tools and APIs to research, generate, and create educational materials.

🎯 Purpose & Vision

Transform any topic into a complete, engaging educational experience through intelligent agent orchestration. Perfect for educators, students, content creators, and anyone looking to learn or teach effectively.

🤖 Real Agent Workflow in Action

Watch our agents work together in real-time:

🔍 Research Agent

Tool: DuckDuckGo Search API
Action: Searches the web for current, relevant information
Output: Curated research data and reliable sources

📝 Content Agent

Tool: Advanced LLM Integration (OpenAI, Anthropic, Google Gemini)
Action: Processes research into structured educational content
Output: Comprehensive lessons with learning objectives, interactive flashcards, and quiz

🎨 Image Agent

Tool: Pollinations API (GPT-Image Model)
Action: Generates contextual educational images
Output: High-quality, relevant visual aids

🧠 Assessment Agent

Tool: Intelligent Content Analysis
Action: Creates interactive learning materials
Output: Flashcards and quizzes for knowledge retention

✨ Key Features

🎓 Complete Course Generation

5 Comprehensive Lessons with detailed content (2000+ words each)
Learning Objectives tailored to difficulty level
Real-world Examples and practical applications
Progressive Difficulty building from fundamentals

🃏 Interactive Learning Materials

15 Smart Flashcards for key concept reinforcement
10 Multiple-Choice Questions with detailed explanations
Immediate Feedback and scoring system
Category-based Organization for focused study

🖼️ Visual Learning Enhancement

AI-Generated Educational Images using Flux model
Contextual Visual Aids that enhance understanding
No Watermarks - clean, professional imagery
Smart Placeholder System for optimal image placement

🔧 Multi-Provider LLM Support

OpenAI GPT Models for premium quality
Anthropic Claude for detailed analysis
Google Gemini for cost-effective generation
OpenAI-Compatible APIs for flexibility
Smart Provider Switching via environment variables

🛠️ Technical Architecture

Agent Orchestration

Research Agent → Content Agent → Assessment Agent → Image Agent
     ↓              ↓              ↓               ↓
Web Search → Lesson Creation → Quiz Generation → Visual Enhancement

Real Tool Integration

🌐 Web Research: Live DuckDuckGo search with Crawl4AI content extraction
🧠 LLM Processing: Multi-provider support with smart JSON parsing
🎨 Image Generation: Pollinations API with Flux model
📊 Content Analysis: Intelligent educational content structuring

Smart Features

Markdown-Aware JSON Parser handles LLM response variations
Provider Fallback System ensures reliability
Real-time Progress Tracking (console-based)
Error Recovery with graceful degradation

🎮 How to Use

1. Quick Start

Enter Your Topic: Anything from "Python Programming" to "Ancient History"
Choose Difficulty: Beginner, Intermediate, or Advanced
Set Lesson Count: 3-7 lessons based on your needs
Click Generate: Watch the agents work their magic!

2. Explore Your Course

📚 Course Overview: See the complete structure and learning objectives
📖 Lessons: Dive into detailed, research-backed content
🃏 Flashcards: Test your knowledge with interactive cards
📝 Quiz: Challenge yourself with comprehensive questions
🎨 Images: Enjoy AI-generated visual learning aids

3. Interactive Learning

Flip Flashcards to reveal answers
Take the Quiz with immediate feedback
Review Explanations for deeper understanding
Track Your Progress through the material

🔧 Configuration

🚀 Quick Start (Hugging Face Space)

Select LLM Provider: Choose from OpenAI, Anthropic, Google Gemini, or OpenAI-Compatible
Enter API Key: Add your API key in the interface
Generate Course: Enter any topic and start creating!

Provider Options

🆓 Google Gemini: Free tier available, excellent quality
💎 OpenAI GPT: Premium quality, requires paid API
🧠 Anthropic Claude: Advanced reasoning, requires paid API
🔗 OpenAI-Compatible: Use any compatible endpoint

🎨 Image Generation

Automatic: High-quality educational images generated automatically
No Setup Required: Image generation credentials are pre-configured
Professional Quality: Clean, watermark-free educational visuals

🏆 Why This Demonstrates Real Agent Power

🔄 Multi-Tool Orchestration

Unlike simple chatbots, our agents actually use real tools:

Web APIs for current information
Image Generation APIs for visual content
Multiple LLM providers for diverse capabilities
Content Processing Tools for structured output

🎯 Practical Real-World Application

Educators can generate curriculum quickly
Students can create study materials for any topic
Content Creators can produce educational resources
Businesses can develop training materials

🚀 Scalable Architecture

Modular Design allows easy tool addition
Provider Agnostic works with any LLM service
Error Resilient handles API failures gracefully
Performance Optimized for real-world usage

📊 Demo Statistics

🎓 Courses Generated: Unlimited topics supported
📖 Content Volume: 10,000+ words per complete course
🎨 Images Created: Up to 15 educational visuals per course
🧠 Assessment Items: 25+ interactive learning elements per course
⚡ Generation Time: 2-5 minutes for complete course
🌍 Language Support: Multi-language content generation

🛡️ Reliability Features

Smart Error Handling

Provider Fallback: Automatically switches if primary LLM fails
JSON Recovery: Handles malformed responses gracefully
Content Validation: Ensures educational quality standards
API Resilience: Continues operation despite individual tool failures

Quality Assurance

Research Verification: Cross-references multiple sources
Content Coherence: Maintains logical lesson progression
Assessment Alignment: Quizzes match lesson objectives
Visual Relevance: Images enhance specific content points

🎯 Perfect for Hackathon Judging

✅ Innovation

Real multi-tool agent orchestration (not simulated)
Novel educational content generation approach
Creative use of multiple AI services together

✅ Technical Excellence

Robust error handling and provider fallbacks
Clean, modular architecture
Real-time tool integration
Professional UI/UX design

✅ Practical Impact

Immediate value for educators and learners
Scalable to any educational domain
Production-ready implementation
Clear business applications

✅ User Experience

Intuitive interface requiring no technical knowledge
Engaging interactive elements
Professional visual design
Comprehensive feature set

🚀 Try It Now!

Experience the power of real AI agents working together to create educational content. Generate a course on any topic and watch as our agents research, create, and enhance your learning experience in real-time!

🎓 Launch Course Creator AI

📝 Technical Details

Framework: Gradio 4.44.0
Language: Python 3.9+
Architecture: Async multi-agent system
APIs: DuckDuckGo, Pollinations, OpenAI, Anthropic, Google
Deployment: Hugging Face Spaces
License: MIT

🏷️ Tags

agent-demo-track education ai-agents course-generation multi-tool web-research image-generation gradio hackathon

Made with ❤️ by Pink Pixel | Hugging Face Agent Hackathon 2025 | Track 3: Agentic Demo