Vector Search on the Edge: Sensor Retrieval with Qdrant Edge on Ubuntu

If you’ve ever built a sensor pipeline before, you know how it usually ends. Data flows in, you set some thresholds, draw a pretty chart, and call it a day. And honestly? That’s fine. Until it isn’t.