From a screenshot extension to an AI memory engine with RAG, Qdrant and Ollama
A Chrome Extension for Instagram metadata was the starting point. It grew into a complete RAG system built on Qdrant, Ollama and TypeScript that runs locally, is cloud-ready and enables semantic search across captured social media data.