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Re:Semantic Search for FAQs with Haystack by axiosgunnar on Thursday September 02, 2021 @04:51PM (#28397198)
Note that if you don't have access to a server with a GPU, don't bother with Haystack since most of their USP functionality requires a GPU - and even that doesn't mean the queries will execute fast - expect double digit seconds per query. YMMV
Re:Semantic Search for FAQs with Haystack by tholor on Friday September 03, 2021 @07:21AM (#28402729)
Yep, you want a GPU for many of the models. However, then subsecond queries are easy to achieve. See benchmarks: https://haystack.deepset.ai/benchmarks/latest
Re:Semantic Search for FAQs with Haystack by antti909 on Friday September 03, 2021 @06:44AM (#28402530)
Fair enough. That's the inherent 'feature' of the Transformer models, though. We have a series of articles on optimization here https://medium.com/deepset-ai/accelerate-your-qa-system-with... - but also, no, double digits seconds is not necessarily the best result :) Our users have done much better <g>
Re:Semantic Search for FAQs with Haystack by softwaredoug on Thursday September 02, 2021 @04:17PM (#28396831)
Not to be confused with http://haystackconf.com
Re:Semantic Search for FAQs with Haystack by antti909 on Friday September 03, 2021 @06:45AM (#28402532)
Argh, yes. Didn't want to imply that.