lanterndata / lantern

PostgreSQL vector database extension for building AI applications
https://lantern.dev
GNU Affero General Public License v3.0
790 stars 56 forks source link

Update README.md #274

Closed dqii closed 9 months ago

github-actions[bot] commented 9 months ago

Benchmarks

metric old new pct change
recall (after create) 0.992 0.992 -
recall (after insert) 0.992 0.992 -
select tps 4842.468 5094.568 +5.21%
select bulk(100) tps 50.085 51.800 +3.42%
select latency (ms) 4.832 ± 3.032𝜎 4.921 ± 3.104𝜎 +1.84%
select bulk(100) latency (ms) 631.300 ± 25.476𝜎 609.536 ± 23.683𝜎 -3.45%
create latency (ms) 1271.214 1219.361 -4.08%
insert tps 1573.426 1684.211 +7.04%
insert bulk(100) tps 20.518 21.906 +6.77%
insert latency (ms) 19.646 ± 7.936𝜎 18.440 ± 7.265𝜎 -6.14%
insert bulk(100) latency (ms) 1111.102 ± 352.608𝜎 920.463 ± 426.818𝜎 -17.16%
disk usage (bytes) 6348800.000 6348800.000 -
codecov[bot] commented 9 months ago

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Comparison is base (6d85c62) 77.68% compared to head (74e3c03) 77.68%.

Additional details and impacted files ```diff @@ Coverage Diff @@ ## main #274 +/- ## ======================================= Coverage 77.68% 77.68% ======================================= Files 23 23 Lines 1963 1963 Branches 492 492 ======================================= Hits 1525 1525 Misses 226 226 Partials 212 212 ```