Building an Async Similarity Search System from scratch with FastAPI and Qdrant VectorDB

Introduction Search engines and retrieval systems have evolved to become remarkably intelligent. They no longer rely on exact keyword matches or rigid rules to find what you're looking for. Instead, they understand the context and meaning behind your...