PPPruthil Prajapatiinrag-edge-device.hashnode.dev·May 19 · 21 min read Fire Detection Without Training a Model? Edge RAG Does It Better The camera had been running for six months. Mounted 8 meters above a factory floor, pointing down at a hydraulic press bay, recording 1080p at 30 FPS. Connected to nothing. The factory had budgeted la00
PPPruthil Prajapatiinrag-edge-device.hashnode.dev·Mar 30 · 26 min readVector Search on the Edge: Sensor Retrieval with Qdrant Edge on UbuntuIf 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. 10
