Day 20: Topic Relationship Mapping
Building Intelligent Knowledge Graphs
Move beyond basic prompts. Join AI Agent Mastery to master agentic RAG, self-healing workflows, and multi-agent orchestration. Get technical blueprints for production-ready AI delivered to your inbox. [Subscribe Now]
What We're Building Today
Today we're constructing a Topic Relationship Service that maps connections between quiz topics using knowledge graph principles. Think of it as the brain that understands how "Linear Algebra" relates to "Machine Learning" or how "Data Structures" connects to "Algorithms."
What You'll Build:
Relationship mapping engine with multiple relationship types (prerequisite, similar, builds-on)
AI-powered relationship discovery using Gemini API
Interactive graph visualization dashboard
Real-time relationship strength calculation
Educator validation system for AI suggestions
High-performance caching with Redis
What You'll Learn:
Knowledge graph concepts and implementation
AI integration for content analysis
Graph algorithms for educational systems
Real-time data visualization techniques
Production-scale relationship management
