Creative Studio
An AI content platform that turns days of curriculum work into minutes — a full RAG pipeline with citation grounding, so every generated lesson stays factually accurate to source material.
Producing curriculum was a manual, multi-day grind: research, writing, sourcing illustrations, and review cycles for every lesson. The team wanted AI to do the heavy lifting, but generic LLM output couldn't be trusted to stay accurate to the existing curriculum. They needed generation that was grounded.
A React 18 + Vite front end over a TypeScript Express.js backend, with Prisma managing content and project state. The retrieval layer combines OpenAI embeddings for semantic search with keyword matching, fused via Reciprocal Rank Fusion for the best of both. Claude generates each lesson conditioned on the retrieved context and emits citations, so output stays grounded in real source material.
Cut content creation from multi-day cycles to minutes per lesson module — a 10x speedup without sacrificing factual accuracy.