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PGVector's Missing Features
PGVector offers infrastructure simplicity at the cost of missing some key features desireable in search solutions. We explain what those are in this blog.
Dense vector search is not perfect and will fail on queries like emails where Rob praises the team and does not mention productivity. Or, vice versa, you could narrow down your result set by requiring a term like emails where Rob praises the team "productivity". You can try it yourself on our hacker news search engine and see that on large datasets (up to billions of documents), Trieve’s handling of segments and scale guarantees that filters and order by’s are 0 cost.
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