AI Study Coach — Multi-Agent AI Tutor with Google ADK | Kaggle AI Agents Capstone

AI Study Coach is a multi-agent AI tutor system built using Google's Agent Development Kit (ADK), designed for the Kaggle AI Agents Intensive capstone project. The system leverages multiple specialized agents working together to provide personalized tutoring across different subjects and learning styles. It demonstrates practical implementation of agent orchestration, tool integration, and educational AI applications using modern agent frameworks.

Key Points

• •Multi-agent architecture enables specialized agents for different tutoring functions (content delivery, assessment, feedback, adaptive learning)
• •Google ADK provides the foundational framework for agent development, communication, and tool integration
• •Agents can access external tools and APIs to retrieve real-time information, educational resources, and assessment data
• •Personalization through agent collaboration allows dynamic adjustment of teaching methods based on student performance and learning patterns
• •Agent orchestration handles complex workflows like question generation, answer evaluation, and learning path recommendations
• •Integration with educational platforms and content libraries enables comprehensive subject coverage
• •Real-time feedback loops between agents improve tutoring effectiveness and student engagement
• •Scalable design allows deployment across multiple subjects and student cohorts simultaneously

Workflow Diagram

Concepts