The Architectural Elegance of Model Context Protocol (MCP)

DeskRAG: Create an Offline AI Assistant in One Afternoon

Learn how I built DeskRAG, an offline GPT-style assistant to privately query and summarize personal documents directly on your laptop. Leveraging Vibe coding with Cursor, quantized LLMs, CLIP embeddings, and FAISS vector storage, I quickly created a powerful personal AI tool—transforming days of coding into a single afternoon’s work.