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Narek/weighted multivector search #309

Merged
merged 6 commits into from
Apr 9, 2024
Merged

Narek/weighted multivector search #309

merged 6 commits into from
Apr 9, 2024

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github-actions bot commented Apr 6, 2024

The update tests on Linux failed. Please check the logs for more details.

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The update tests on Linux failed. Please check the logs for more details.

@Ngalstyan4 Ngalstyan4 force-pushed the narek/weighted-multivector-search branch from 9d46bb5 to 002c854 Compare April 6, 2024 05:44
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codecov bot commented Apr 6, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

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github-actions bot commented Apr 6, 2024 •
edited
Loading

Benchmarks

metric old new pct change
recall (after create) 0.953 0.950 -0.31%
recall (after insert) 0.000 0.000 -
select tps 13177.763 27579.867 +109.29%
select bulk(100) tps 37.904 39.300 +3.68%
select latency (ms) 0.911 ± 1.975𝜎 0.764 ± 1.439𝜎 -16.14%
select bulk(100) latency (ms) 784.505 ± 173.687𝜎 750.421 ± 137.421𝜎 -4.34%
create latency (ms) 345498.535 345123.359 -0.11%
insert tps 543.769 494.755 -9.01%
insert bulk(100) tps 5.588 5.094 -8.84%
insert latency (ms) 58.069 ± 17.689𝜎 63.802 ± 17.301𝜎 +9.87%
insert bulk(100) latency (ms) 5559.252 ± 209.257𝜎 6071.102 ± 224.910𝜎 +9.21%
disk usage (bytes) 8196194304.000 8196194304.000 -

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The update tests on Linux failed. Please check the logs for more details.

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@Ngalstyan4 Ngalstyan4 force-pushed the narek/weighted-multivector-search branch 3 times, most recently from 9ecf921 to d1a11ce Compare April 9, 2024 19:23
@Ngalstyan4
Add weighted vector search
12a0136 
wip weighted search

Clean up, generalize id, add debugging explains

generalize over operator, ef, improve debug messages

amend to distance operator generic on weighted search

Increase ef_search to 50k for pgvector in tests

Fix tests

Fix replocation test for the extra symbols

fix sed pgvector replacement
git ba

Ignore Explain (format json) output lines in regression tests that are not consistent among pg versions

Add API-helpers to weighted vector search

Add analyze debug output option

fix comment

fix curl ident
@Ngalstyan4
Release 0.2.3
9b4889b
@Ngalstyan4 Ngalstyan4 force-pushed the narek/weighted-multivector-search branch from d1a11ce to 9b4889b Compare April 9, 2024 19:27
@Ngalstyan4 Ngalstyan4 merged commit ca5cbcc into main Apr 9, 2024
41 of 43 checks passed
@Ngalstyan4 Ngalstyan4 deleted the narek/weighted-multivector-search branch April 9, 2024 19:34
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