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Why does search speed suffer (and RAM consumption increases) when there are a large number of vectors in Weaviate?

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I would recommend attempting dynamic EF, as it is mutable and can be adjusted as needed

If you can schedule downtime during low traffic (since you currently have a single-node setup), upgrading to the latest version of Weaviate would be beneficial. I strongly recommend scaling moving to a multi-node configuration with at least three nodes. This would provide significant performance improvements and resilience minimizing downtime as well - 3 nodes serve will be much performant than one node also traffic will be disturbed without pressure on one node.

If you can plan for this, it could make a big difference!

Regards,
Mohamed Shahin
Weaviate Support


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