sql-vector

hanzoai/sql-vector

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4b893a5b3a Improved code [skip ci] Andrew Kane 2024-04-08 15:32:16 -07:00
c18906abb0 Use consistent naming [skip ci] Andrew Kane 2024-04-08 14:56:59 -07:00
975f86c5fa Improved code for feature detection Andrew Kane 2024-04-08 14:40:12 -07:00
9222b5ed29 Removed unneeded initialization [skip ci] Andrew Kane 2024-04-08 14:15:34 -07:00
7813fed853 Added CPU dispatching for halfvec distance functions - #311 Andrew KaneandArda Aytekin 2024-04-08 13:50:18 -07:00
a63deeb4f8 Moved halfvec distance functions to separate file [skip ci] Andrew Kane 2024-04-08 10:00:34 -07:00
53dec3aa5c Improved halfvec tests Andrew Kane 2024-04-08 00:31:44 -07:00
3bb74dc152 Updated comments [skip ci] Andrew Kane 2024-04-07 21:55:44 -07:00
bd257d7577 Switched to storeu [skip ci] Andrew Kane 2024-04-07 21:04:59 -07:00
0ed0a817dc Added SIMD version of L2 distance Andrew Kane 2024-04-07 20:22:19 -07:00
83a3fe6018 Added SIMD version of inner product Andrew Kane 2024-04-07 20:10:54 -07:00
7183e3e732 Removed note [skip ci] Andrew Kane 2024-04-07 20:02:17 -07:00
1740c07b25 Fixed flaky test [skip ci] Andrew Kane 2024-04-07 19:11:16 -07:00
b98a1ac9ec DRY halfvec distance functions Andrew Kane 2024-04-07 19:03:20 -07:00
2e512456fb Removed extra space [skip ci] Andrew Kane 2024-04-07 19:02:30 -07:00
1972959793 Improved halfvec performance with F16C support Andrew Kane 2024-04-07 18:53:50 -07:00
99fd23a5ed Updated docs on halfvec performance [skip ci] Andrew Kane 2024-04-07 16:16:39 -07:00
de386e3ec7 Improved performance of HalfToFloat4 Andrew Kane 2024-04-07 13:01:58 -07:00
1772abe2fe Added link to halfvec performance section [skip ci] Andrew Kane 2024-04-07 10:55:46 -07:00
4670b0a22b Added section on halfvec performance [skip ci] Andrew Kane 2024-04-07 10:54:28 -07:00
b3de0e9d0a Fixed vector to sparsevec conversion Andrew Kane 2024-04-07 10:30:54 -07:00
a838cb259a Added TAP test for sparsevec Andrew Kane 2024-04-07 10:20:19 -07:00
f448c3d890 Improved bit function tests [skip ci] Andrew Kane 2024-04-06 18:21:37 -07:00
de21f692de Improved error message [skip ci] Andrew Kane 2024-04-06 15:52:26 -07:00
de3d3a3644 Updated readme [skip ci] Andrew Kane 2024-04-06 14:52:26 -07:00
ac3027545e Fixed flaky test [skip ci] Andrew Kane 2024-04-06 14:21:10 -07:00
6407cc7566 Changed indices to start at 1 for sparse vectors to match SQL Andrew Kane 2024-04-06 14:02:07 -07:00
16f0bed03a Added memory usage for HNSW index scans [skip ci] Andrew Kane 2024-04-04 14:37:39 -07:00
64c6e6e99e Added sparse vectors section [skip ci] Andrew Kane 2024-04-04 00:00:54 -07:00
9ee1f8cd4b Added half vectors section [skip ci] Andrew Kane 2024-04-03 23:55:08 -07:00
28f07998f6 Updated binary vectors section [skip ci] Andrew Kane 2024-04-03 23:36:43 -07:00
0da17ab341 Updated readme [skip ci] Andrew Kane 2024-04-03 23:26:25 -07:00
93ecebfdae Simplified bit test Andrew Kane 2024-04-03 23:26:03 -07:00
735170fa7e Added binary vectors section [skip ci] Andrew Kane 2024-04-03 23:23:52 -07:00
6256be8531 Updated readme [skip ci] Andrew Kane 2024-04-03 23:17:27 -07:00
47216ea850 Added binary quantization section [skip ci] Andrew Kane 2024-04-03 23:15:28 -07:00
55ba194894 Improved halfvec input check [skip ci] Andrew Kane 2024-04-03 22:23:23 -07:00
847f513adb Improved error messages for halfvec input [skip ci] Andrew Kane 2024-04-03 22:20:13 -07:00
fa1afd2a33 Improved test [skip ci] Andrew Kane 2024-04-03 22:08:48 -07:00
91c9bf4626 Raise error for varbit Andrew Kane 2024-04-03 21:30:43 -07:00
49bd62da70 Added tests for varbit [skip ci] Andrew Kane 2024-04-03 21:15:57 -07:00
dffae1a5fa Updated readme [skip ci] Andrew Kane 2024-04-03 21:08:45 -07:00
a0ebe408aa Added SPARSEVEC_MAX_NNZ Andrew Kane 2024-04-03 21:05:35 -07:00
b94d9586c8 Added IvfflatType [skip ci] Andrew Kane 2024-04-03 16:40:27 -07:00
0b602309db Added quantize_binary and subvector functions for halfvec Andrew Kane 2024-04-03 14:53:03 -07:00
2b03887f00 Updated readme [skip ci] Andrew Kane 2024-04-03 11:05:55 -07:00
ba9fe9a09c Improved error message for out of range elements Andrew Kane 2024-04-03 10:12:17 -07:00
11c77480c9 Updated readme [skip ci] Andrew Kane 2024-04-02 14:45:25 -07:00
7958b006a1 Updated readme [skip ci] Andrew Kane 2024-04-02 14:39:14 -07:00
1485f0d88d Updated changelog [skip ci] Andrew Kane 2024-04-02 14:33:57 -07:00
680336e305 Fixed flaky test [skip ci] Andrew Kane 2024-04-02 14:31:05 -07:00
17f73c9a30 Added sparsevec type Andrew Kane 2024-04-02 14:25:09 -07:00
eec2c99e69 Added halfvec type Andrew Kane 2024-04-02 13:55:45 -07:00
68fbd867eb Renamed regression tests [skip ci] Andrew Kane 2024-04-02 13:33:44 -07:00
11ea2c2e3f Added Mac arm64 to CI [skip ci] Andrew Kane 2024-04-02 12:48:19 -07:00
4226c8bafd Fixed flaky test [skip ci] Andrew Kane 2024-04-02 12:23:48 -07:00
0eff118ff2 Fixed missing header for Postgres 12 Andrew Kane 2024-04-02 12:17:41 -07:00
e6ad2c647d Added subvector function Andrew Kane 2024-04-02 12:13:04 -07:00
5d631f54d0 Fixed type check [skip ci] Andrew Kane 2024-04-01 22:31:02 -07:00
2d0749543d Updated comparison operators to support vectors with different dimensions - #451 Andrew Kane 2024-04-01 22:12:06 -07:00
91c132359c Fixed regression test list for Windows [skip ci] Andrew Kane 2024-04-01 21:32:28 -07:00
04a8d92eda Renamed tests [skip ci] Andrew Kane 2024-04-01 20:51:21 -07:00
a555f42f71 Updated comments [skip ci] Andrew Kane 2024-04-01 20:33:12 -07:00
608bb4febd Added support for bit vectors to HNSW Andrew Kane 2024-04-01 20:30:55 -07:00
dab0cde4ce Updated comment [skip ci] Andrew Kane 2024-03-31 18:33:26 -07:00
4cef0d1370 Improved vector_out code Andrew Kane 2024-03-31 09:55:07 -07:00
d604815aab Added more vector input tests [skip ci] Andrew Kane 2024-03-30 10:17:55 -07:00
2e5f353fc7 Added casting to distance functions in tests [skip ci] Andrew Kane 2024-03-30 09:05:15 -07:00
3f7bb2cb9d Updated SQL comments [skip ci] Andrew Kane 2024-03-30 08:29:01 -07:00
8b9dc3fcd2 Mark type-specific code Andrew Kane 2024-03-29 14:01:48 -07:00
720c5d49b2 Fixed flaky test [skip ci] Andrew Kane 2024-03-29 11:00:16 -07:00
b1a3a92017 Use variable for max dimemsions [skip ci] Andrew Kane 2024-03-29 10:57:16 -07:00
6441604380 Added todo [skip ci] Andrew Kane 2024-03-29 10:56:24 -07:00
bf6efbc639 Removed vector-specific code from HNSW Andrew Kane 2024-03-29 10:50:06 -07:00
ef447d4056 Improved tuning section [skip ci] Andrew Kane 2024-03-27 22:04:28 -07:00
a2a56659dc Improved code [skip ci] Andrew Kane 2024-03-27 21:38:22 -07:00
7070f9d8a2 Removed normvec from IVFFlat for simplicity (no difference in performance) Andrew Kane 2024-03-27 16:41:17 -07:00
93db940d65 Removed normvec for simplicity (no difference in performance) Andrew Kane 2024-03-27 16:33:11 -07:00
4f29336a46 Updated readme [skip ci] Andrew Kane 2024-03-27 14:14:49 -07:00
963d96b5e5 Updated readme [skip ci] Andrew Kane 2024-03-27 14:12:08 -07:00
28503dd733 Added notes about NULL vectors [skip ci] Andrew Kane 2024-03-27 11:50:37 -07:00
7cabd92ea9 Revert "Updated readme [skip ci]" Andrew Kane 2024-03-25 23:33:46 -07:00
07583580d9 Updated readme [skip ci] Andrew Kane 2024-03-25 23:33:17 -07:00
d01c602cd6 Added FAQ about binary vectors [skip ci] Andrew Kane 2024-03-24 11:07:34 -07:00
e9103e8d6c Improved type modifier tests Andrew Kane 2024-03-21 17:31:08 -07:00
d492e7e5b5 Version bump to 0.6.2 [skip ci] v0.6.2 Andrew Kane 2024-03-18 10:21:04 -07:00
f61e920387 Updated changelog [skip ci] Andrew Kane 2024-03-18 10:11:45 -07:00
dfa87b2bfd Moved example [skip ci] Andrew Kane 2024-03-16 15:20:26 -07:00
860699ac10 Use temp directory for installation instructions on Windows [skip ci] Andrew Kane 2024-03-16 12:02:45 -07:00
473a2c6954 Moved installation notes for Windows [skip ci] Andrew Kane 2024-03-16 11:47:18 -07:00
2a87380fc7 Added installation notes for Windows [skip ci] Andrew Kane 2024-03-16 11:35:55 -07:00
7658056bbd Added note about creating indexes concurrently [skip ci] Andrew Kane 2024-03-16 10:45:09 -07:00
eb78227d8d Updated readme [skip ci] Andrew Kane 2024-03-16 10:44:45 -07:00
7ca418e3db Updated readme [skip ci] Andrew Kane 2024-03-15 21:54:58 -07:00
1fd8699f74 Updated readme [skip ci] Andrew Kane 2024-03-15 21:47:57 -07:00
d09d6d074f Added docs on tuning, monitoring, and scaling [skip ci] Andrew Kane 2024-03-15 19:00:49 -07:00
2603f52d04 Improved performance section [skip ci] Andrew Kane 2024-03-15 17:54:14 -07:00
ea2ab82b38 Updated readme [skip ci] Andrew Kane 2024-03-15 14:23:56 -07:00
033a91b4b8 Improved portability section [skip ci] Andrew Kane 2024-03-15 14:23:04 -07:00
2a3e0a05cf Improved troubleshooting docs [skip ci] Andrew Kane 2024-03-15 14:01:24 -07:00

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