#vector-search

Cloud RAG sends your documents to someone else's servers as embeddings and as context. Here's the same pipeline built entirely on your own machine instead.

Three genuinely different engineering problems hide behind one word. An agent that confuses them either forgets things mid-task or loses them on restart.

No framework, no vector database, just chunking, embeddings, and cosine similarity written by hand, so you actually know what's happening when it breaks.