Yasha Boroumand

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thanks for the quick reply. What is the recommended amount of shards with 3 nodes and 10M vectors? Maybe its also worth it to have a section about this in...

there is a crawler which indexes documents that are associated to domains and urls. The sharding is done by `hash_fn(domainHost) % TOTAL_NUMBER_OF_SHARDS`. so, it is garuenteed that constant number of...

@timvisee, can we add a metric to know which optimizer is working at a given time. As I understand from the docs, Qdrant uses three different optimizers 1. Vacuum Optimizer...

As we investigated further, these are our findings: 1. The warnings happens after a spike in memory, after the spike, the qdrant node is trying to recover the shards and...

We have considered quantization. We are not planning to use OpenAI or CohereAI Embedding models. We're rather using opensource models like [multi-lingual e5 Large](https://huggingface.co/intfloat/multilingual-e5-large). So, I'm not sure if it...

We can safely close this. feel free to reopen if needed. the underlying problem was memory problems which binary quantization and offloading the vectors to disk are methods to mitigate...