— AI STACK RECOMMENDATION
AI Personalized Learning Platform
Adaptive curriculum system that tracks student progress and personalizes learning paths using AI, with scalable infrastructure for growing student populations.
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EducationAI Personalized Learning Platform
Adaptive curriculum system that tracks student progress and personalizes learning paths using AI, with scalable infrastructure for growing student populations.
Core Stack ℹ︎
Complete the Stack ℹ︎
Getting started
- 1Set up Supabase project for student profiles, progress logs, and curriculum metadata.
- 2Create vector embeddings of learning materials and store in Pinecone for semantic search.
- 3Build CrewAI agents: content generator (creates lessons), progress analyzer (evaluates student work), and curriculum adapter (recommends next topics).
- 4Implement Claude Sonnet as the backbone LLM for all agents.
- 5Deploy inference on Beam Cloud for scalable content generation during peak usage.
- 6Use DeepEval to test generated content quality in CI/CD pipeline.
- 7Build REST API layer connecting Supabase to frontend for real-time student dashboards.
- 8Monitor token usage and optimize prompts as student base grows.
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