Creative Studio

Creating curriculum content was a manual, multi-day process involving research, writing, illustration sourcing, and review cycles. The company needed a way to leverage AI for content generation while ensuring factual accuracy through grounding in existing curriculum materials.

React 18 frontend with Vite for fast development iteration, backed by Express.js with TypeScript. Prisma manages content models and project state. The RAG pipeline combines OpenAI embeddings for semantic search with keyword matching, fused via Reciprocal Rank Fusion (RRF) for optimal retrieval. Claude API powers content generation with retrieved context for citation grounding.