A NorthPeak technician stands in front of a compressor and asks about vibration above 7 mm/s. Vector search ranks by meaning, and the pump table scores well for that question. A metadata filter removes the chunks that cannot be right before the search ranks them. Reranking then re-scores the few best candidates with a slower, better method. This lesson covers both, with the machine_type metadata of the 31 chunks.
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