7b9462c0d3
enhance: fix copying hits of inverted index twice ( #33968 )
...
issue: https://github.com/milvus-io/milvus/issues/29793
The custom `VecCollector` have already transformed the results into
vector of offsets, no need to copy them twice.
Signed-off-by: longjiquan <jiquan.long@zilliz.com>
2024-06-19 12:40:01 +08:00
298e50b834
enhance: check index with data type ( #33880 )
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issue: https://github.com/milvus-io/milvus/issues/22837
related: https://github.com/milvus-io/milvus/pull/33878
Signed-off-by: cqy123456 <qianya.cheng@zilliz.com>
2024-06-19 10:15:59 +08:00
e83ecd5074
enhance: fix not find arrow::parquet lib ( #33928 )
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Signed-off-by: yusheng.ma <yusheng.ma@zilliz.com>
2024-06-18 00:22:01 +08:00
ecf2bcee42
enhance: speed up array-equal operator via inverted index ( #33633 )
...
fix : #33632
---------
Signed-off-by: longjiquan <jiquan.long@zilliz.com>
2024-06-11 14:13:54 +08:00
fd191dd7db
[automated] Update Knowhere Commit ( #33655 )
...
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2024-06-06 01:53:50 +08:00
d25c755480
[automated] Update Knowhere Commit ( #33573 )
...
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2024-06-04 01:55:46 +08:00
4171414222
enhance: update knowhere version ( #33490 )
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issue: https://github.com/milvus-io/milvus/issues/33489
update knowhere version to latest. remove usage of `seed_ef` as it be
replaced by existing `ef`.
Signed-off-by: Buqian Zheng <zhengbuqian@gmail.com>
2024-05-31 10:17:50 +08:00
0c5d8660aa
feat: support inverted index for array ( #33452 )
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issue: https://github.com/milvus-io/milvus/issues/27704
---------
Signed-off-by: longjiquan <jiquan.long@zilliz.com>
2024-05-31 09:47:47 +08:00
b391781a2e
[automated] Update Knowhere Commit ( #33340 )
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2024-05-24 01:43:40 +08:00
3bec2c4928
enhance: Update Knowhere version ( #33309 )
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/kind branch-feature
Signed-off-by: xianliang.li <xianliang.li@zilliz.com>
2024-05-23 16:57:41 +08:00
c6e2dd05fc
[automated] Update Knowhere Commit ( #33147 )
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2024-05-20 01:51:37 +08:00
3777eb2f68
enhance: update knowhere new version ( #33043 )
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for milvus new release, knowhere update to latest release version
Signed-off-by: chasingegg <chao.gao@zilliz.com>
2024-05-14 20:45:32 +08:00
09cca1fb51
[automated] Update Knowhere Commit ( #33030 )
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2024-05-14 01:47:32 +08:00
f6777267e3
enhance: add score compute consistency config for knowhere ( #32997 )
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issue: https://github.com/milvus-io/milvus/issues/32583
related: #32584
Signed-off-by: xianliang.li <xianliang.li@zilliz.com>
2024-05-13 14:21:31 +08:00
f7d29118a5
enhance: update knowhere version ( #32931 )
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2024-05-10 16:13:31 +08:00
3d78b90fe7
[automated] Update Knowhere Commit ( #32872 )
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2024-05-09 01:57:30 +08:00
035a508722
fix: make sure inverted index has only one segment ( #32858 )
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issue: #32717
---------
Signed-off-by: longjiquan <jiquan.long@zilliz.com>
2024-05-08 21:25:30 +08:00
a43baa0323
enhance: Upgrade knowhere to 2.3.1 ( #32699 )
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/kind improvement
Signed-off-by: Li Liu <li.liu@zilliz.com>
2024-04-29 17:21:26 +08:00
b703d6cdbe
[automated] Update Knowhere Commit ( #32586 )
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15558112c5
[automated] Update Knowhere Commit ( #32516 )
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2024-04-23 01:33:23 +08:00
0fab265eed
enhance: update knowhere and some header changes ( #32468 )
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Signed-off-by: chasingegg <chao.gao@zilliz.com>
2024-04-22 15:47:26 +08:00
454984aa4e
[automated] Update Knowhere Commit ( #32181 )
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Update Knowhere Commit
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2024-04-12 01:25:19 +08:00
1b767669a4
enhance: Throw error instead of crash when index cannot be built ( #31844 )
...
issue: #27589
---------
Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>
2024-04-09 11:51:18 +08:00
03e0db109e
fix: udpate Cargo.lock ( #31859 )
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issue: #31681
Signed-off-by: longjiquan <jiquan.long@zilliz.com>
2024-04-03 14:18:23 +08:00
9750e78f1d
enhance: lock tantivy dependencies ( #31688 )
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issue: https://github.com/milvus-io/milvus/issues/31681
Signed-off-by: longjiquan <jiquan.long@zilliz.com>
2024-03-29 10:15:17 +08:00
e33dba8afe
fix: [skip-e2e] use zstd-sys 2.0.9 ( #31682 )
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fix : #31681
/kind improvement
Signed-off-by: longjiquan <jiquan.long@zilliz.com>
2024-03-28 15:14:10 +08:00
678cb187e8
[automated] Update Knowhere Commit ( #31630 )
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Update Knowhere Commit
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2024-03-27 01:15:10 +08:00
b35ecebcc3
enhance: Update Knowhere version ( #31392 )
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/kind branch-feature
Signed-off-by: xianliang.li <xianliang.li@zilliz.com>
2024-03-19 15:11:07 +08:00
d7727dd087
enhance: fetch simdjson directly in the format of targz ( #31369 )
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Signed-off-by: Liang Huang <sammy.huang@zilliz.com>
2024-03-18 18:55:11 +08:00
1c930e560c
enhance: Update Knowhere version ( #31312 )
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/kind branch-feature
Signed-off-by: xianliang.li <xianliang.li@zilliz.com>
2024-03-18 11:29:04 +08:00
53af6d8c59
[automated] Update Knowhere Commit ( #31151 )
...
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2024-03-09 01:55:02 +08:00
19c64067af
enhance: jemalloc aarch64 platform use 64k pagesize. ( #29522 )
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enhance: jemalloc aarch64 platform use 64k pagesize.
issue: #28843
Signed-off-by: Yusheng.Ma <Yusheng.Ma@zilliz.com>
2024-03-07 21:01:01 +08:00
2d9de233fc
[automated] Update Knowhere Commit ( #31089 )
...
Update Knowhere Commit
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2024-03-07 12:05:02 +08:00
c047f09110
[automated] Update Knowhere Commit ( #31015 )
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2024-03-05 16:31:00 +08:00
3dc5e38240
[automated] Update Knowhere Commit ( #30989 )
...
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2024-03-04 16:34:59 +08:00
f658dd5faa
enhance: update knowhere version to 60a5c9c ( #30788 )
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/kind improvement
Signed-off-by: Buqian Zheng <zhengbuqian@gmail.com>
2024-02-28 14:18:55 +08:00
6e9f3ea531
[automated] Update Knowhere Commit ( #30744 )
...
Update Knowhere Commit
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2024-02-28 10:50:57 +08:00
976b6fc0e4
enhance: change opendal as compile configurable ( #30384 )
...
#30373
Signed-off-by: luzhang <luzhang@zilliz.com>
Co-authored-by: luzhang <luzhang@zilliz.com>
2024-02-20 19:16:52 +08:00
43e8cd531d
enhance: Update Knowhere version ( #30675 )
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issue: #30669
Signed-off-by: xianliang <xianliang.li@zilliz.com>
2024-02-19 22:04:51 +08:00
ebbe32df9a
[automated] Update Knowhere Commit ( #30515 )
...
Update Knowhere Commit
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2024-02-05 01:32:44 +08:00
20c9cfc587
[automated] Update Knowhere Commit ( #30487 )
...
Update Knowhere Commit
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2024-02-04 01:23:04 +08:00
e549148a19
enhance: full-support for wildcard pattern matching ( #30288 )
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issue: #29988
This pr adds full-support for wildcard pattern matching from end to end.
Before this pr, the users can only use prefix match in their expression,
for example, "like 'prefix%'". With this pr, more flexible syntax can be
combined.
To do so, this pr makes these changes:
- 1. support regex query both on index and raw data;
- 2. translate the pattern matching to regex query, so that it can be
handled by the regex query logic;
- 3. loose the limit of the expression parsing, which allows general
pattern matching syntax;
With the support of regex query in segcore backend, we can also add
mysql-like `REGEXP` syntax later easily.
---------
Signed-off-by: longjiquan <jiquan.long@zilliz.com>
2024-02-01 12:37:04 +08:00
0542a0e7dc
[automated] Update Knowhere Commit ( #30332 )
...
Update Knowhere Commit
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2024-01-29 01:05:01 +08:00
e967949cc5
[automated] Update Knowhere Commit ( #30120 )
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Update Knowhere Commit
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2024-01-22 18:40:54 +08:00
e1258b8cad
feat: integrate storagev2 into loading segment ( #29336 )
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issue: #29335
---------
Signed-off-by: sunby <sunbingyi1992@gmail.com>
2024-01-12 18:10:51 +08:00
4d11525f55
[automated] Update Knowhere Commit ( #29904 )
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2024-01-12 14:00:50 +08:00
e429965f32
Add float16 approve for multi-type part ( #28427 )
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issue：https://github.com/milvus-io/milvus/issues/22837
Add bfloat16 vector, add the index part of float16 vector.
Signed-off-by: Writer-X <1256866856@qq.com>
2024-01-11 15:48:51 +08:00
67ab5be15a
enhance: optimize search performance of inverted index ( #29794 )
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issue: #29793
Use `DocSetCollector` instead of `TopDocsCollector`, which will avoid
scoring and sorting.
---------
Signed-off-by: longjiquan <jiquan.long@zilliz.com>
2024-01-11 11:12:49 +08:00
e9f3df3626
fix: inverted index file not found ( #29695 )
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issue: https://github.com/milvus-io/milvus/issues/29654
---------
Signed-off-by: longjiquan <jiquan.long@zilliz.com>
2024-01-07 20:26:49 +08:00
3f46c6d459
feat: support inverted index ( #28783 )
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issue: https://github.com/milvus-io/milvus/issues/27704
Add inverted index for some data types in Milvus. This index type can
save a lot of memory compared to loading all data into RAM and speed up
the term query and range query.
Supported: `INT8`, `INT16`, `INT32`, `INT64`, `FLOAT`, `DOUBLE`, `BOOL`
and `VARCHAR`.
Not supported: `ARRAY` and `JSON`.
Note:
- The inverted index for `VARCHAR` is not designed to serve full-text
search now. We will treat every row as a whole keyword instead of
tokenizing it into multiple terms.
- The inverted index don't support retrieval well, so if you create
inverted index for field, those operations which depend on the raw data
will fallback to use chunk storage, which will bring some performance
loss. For example, comparisons between two columns and retrieval of
output fields.
The inverted index is very easy to be used.
Taking below collection as an example:
```python
fields = [
FieldSchema(name="pk", dtype=DataType.VARCHAR, is_primary=True, auto_id=False, max_length=100),
FieldSchema(name="int8", dtype=DataType.INT8),
FieldSchema(name="int16", dtype=DataType.INT16),
FieldSchema(name="int32", dtype=DataType.INT32),
FieldSchema(name="int64", dtype=DataType.INT64),
FieldSchema(name="float", dtype=DataType.FLOAT),
FieldSchema(name="double", dtype=DataType.DOUBLE),
FieldSchema(name="bool", dtype=DataType.BOOL),
FieldSchema(name="varchar", dtype=DataType.VARCHAR, max_length=1000),
FieldSchema(name="random", dtype=DataType.DOUBLE),
FieldSchema(name="embeddings", dtype=DataType.FLOAT_VECTOR, dim=dim),
]
schema = CollectionSchema(fields)
collection = Collection("demo", schema)
```
Then we can simply create inverted index for field via:
```python
index_type = "INVERTED"
collection.create_index("int8", {"index_type": index_type})
collection.create_index("int16", {"index_type": index_type})
collection.create_index("int32", {"index_type": index_type})
collection.create_index("int64", {"index_type": index_type})
collection.create_index("float", {"index_type": index_type})
collection.create_index("double", {"index_type": index_type})
collection.create_index("bool", {"index_type": index_type})
collection.create_index("varchar", {"index_type": index_type})
```
Then, term query and range query on the field can be speed up
automatically by the inverted index:
```python
result = collection.query(expr='int64 in [1, 2, 3]', output_fields=["pk"])
result = collection.query(expr='int64 < 5', output_fields=["pk"])
result = collection.query(expr='int64 > 2997', output_fields=["pk"])
result = collection.query(expr='1 < int64 < 5', output_fields=["pk"])
```
---------
Signed-off-by: longjiquan <jiquan.long@zilliz.com>
2023-12-31 19:50:47 +08:00
c2345daf3a
[automated] Update Knowhere Commit ( #29578 )
...
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2023-12-29 18:56:46 +08:00
fce1a8dafb
[automated] Update Knowhere Commit ( #29412 )
...
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2023-12-25 17:58:46 +08:00
3e66e78508
[automated] Update Knowhere Commit ( #29178 )
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2023-12-14 17:16:39 +08:00
36f69ea031
feat: integrate storagev2 in building index of segcore ( #28768 )
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issue: https://github.com/milvus-io/milvus/issues/28655
---------
Signed-off-by: sunby <sunbingyi1992@gmail.com>
2023-12-05 16:48:54 +08:00
f01e507b15
[automated] Update Knowhere Commit ( #28965 )
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9b6cbe956a
[automated] Update Knowhere Commit ( #28917 )
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2023-12-04 15:42:34 +08:00
ecc3ca374c
[automated] Update Knowhere Commit ( #28882 )
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2023-12-01 02:28:31 +08:00
86ccb8e146
[automated] Update Knowhere Commit ( #28704 )
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2023-11-24 16:56:24 +08:00
b7b31ce0bc
Update knowhere commit ( #28285 )
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2023-11-09 14:24:19 +08:00
b1df3ead0e
Update knowhere commit ( #28176 )
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2023-11-06 22:44:19 +08:00
7f28e9d2f3
Update knowhere commit ( #28087 )
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2023-11-03 10:24:16 +08:00
8ae9c947ae
Use OpenDAL to access object store ( #25642 )
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Signed-off-by: Enwei Jiao <enwei.jiao@zilliz.com>
2023-11-01 09:00:14 +08:00
1ae6e5d8c8
Update knowhere commit ( #27993 )
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2023-10-28 04:24:10 +08:00
8c605ca858
Update knowhere commit ( #27865 )
...
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2023-10-24 02:34:08 +08:00
b6e07d6fe3
Update knowhere commit ( #27812 )
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2023-10-20 03:54:09 +08:00
9dd369dd99
Update knowhere version to v2.2.2 ( #27810 )
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Signed-off-by: chasingegg <chao.gao@zilliz.com>
2023-10-19 21:34:07 +08:00
6b79d2b7d6
Update knowhere commit ( #27752 )
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2023-10-18 07:14:09 +08:00
75343b2cb4
Update knowhere commit ( #27706 )
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2023-10-14 03:03:37 +08:00
0f2f4a0a75
Remove useless parameters for Makefile ( #27622 )
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Signed-off-by: Enwei Jiao <enwei.jiao@zilliz.com>
2023-10-11 20:45:35 +08:00
7a65b6fb85
Limit faiss ivf index build thread num and fix ut ( #27567 )
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Signed-off-by: chasingegg <chao.gao@zilliz.com>
2023-10-11 10:33:33 +08:00
5ba158a3f5
fix knowhere version-changing ( #27508 )
...
Update KNOWHERE_VERSION for the first occurrence
Signed-off-by: Sheldon <chuanfeng.liu@zilliz.com>
2023-10-08 08:35:32 +08:00
dbdb9e15d8
Update Knowhere version ( #27445 )
...
Signed-off-by: Li Liu <li.liu@zilliz.com>
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2023-09-29 14:23:28 +08:00
e02228b5ad
Update knowhere commit ( #27357 )
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2023-09-26 18:57:37 +08:00
5db4a0489e
dynamic index version control ( #27335 )
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Co-authored-by: longjiquan <jiquan.long@zilliz.com>
2023-09-25 21:39:27 +08:00
fa033e586a
disable growing index for flat ( #27309 )
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Signed-off-by: xianliang <xianliang.li@zilliz.com>
2023-09-22 14:19:24 +08:00
370b6fde58
milvus support multi index engine ( #27178 )
...
Co-authored-by: longjiquan <jiquan.long@zilliz.com>
2023-09-22 09:59:26 +08:00
fc694bd56d
Update knowhere commit ( #27190 )
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2023-09-19 10:35:22 +08:00
a11136b158
Update knowhere commit ( #27159 )
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2023-09-18 09:41:22 +08:00
c85c255eb1
Update knowhere commit ( #27109 )
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2023-09-15 13:59:19 +08:00
0afdfdb9af
Remove other Exceptions, keeps SegcoreError only ( #27017 )
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Signed-off-by: Enwei Jiao <enwei.jiao@zilliz.com>
2023-09-14 14:05:20 +08:00
dde3cd2f93
Update knowhere commit ( #26998 )
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2023-09-12 09:49:18 +08:00
56a6559fe7
Update knowhere commit ( #26888 )
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2023-09-07 09:19:16 +08:00
78a2638fd4
Update knowhere commit ( #26861 )
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2023-09-06 09:21:49 +08:00
c132c53b1a
Update knowhere commit ( #26840 )
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2023-09-05 09:05:49 +08:00
b47da91f3c
Update knowhere commit ( #26792 )
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2023-09-01 09:23:01 +08:00
1dbe1e63a4
Update knowhere commit ( #26604 )
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2023-08-27 17:04:25 +08:00
e17cda23f4
update knowhere's verison to 2.2.0 ( #26553 )
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Signed-off-by: Li Liu <li.liu@zilliz.com>
2023-08-23 00:52:21 +08:00
fd37860e57
init knowhere build/search thread pool; ( #26449 )
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Signed-off-by: cqy123456 <qianya.cheng@zilliz.com>
2023-08-18 14:00:19 +08:00
09da953a19
Use Knowhere AIO Context Init Defalut Value and Panic when Fail ( #26286 )
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Signed-off-by: Patrick Weizhi Xu <weizhi.xu@zilliz.com>
2023-08-13 20:53:30 +08:00
b6fcbb0998
Support ScaNN index ( #26099 )
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Signed-off-by: chasingegg <chao.gao@zilliz.com>
2023-08-11 14:21:29 +08:00
ae3a3d148c
Update knowhere commit ( #26049 )
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2023-08-07 11:27:07 +08:00
16e342d6b5
Update knowhere commit ( #26018 )
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2023-07-31 14:25:04 +08:00
b986e3af81
Upgrade Knowhere to 4ba9091 ( #25950 )
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Signed-off-by: yah01 <yang.cen@zilliz.com>
2023-07-27 13:59:03 +08:00
5e3cbb584a
Update Knowhere Commit ( #25875 )
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Signed-off-by: Yudong Cai <yudong.cai@zilliz.com>
2023-07-25 11:01:00 +08:00
8f33d87843
Update knowhere commit ( #25827 )
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2023-07-21 14:09:05 +08:00
4e5d2a311b
Update knowhere commit ( #25640 )
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2023-07-17 14:04:34 +08:00
4aed32ff61
Use librdkafka for all platform ( #25538 )
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Signed-off-by: Enwei Jiao <enwei.jiao@zilliz.com>
2023-07-13 15:34:33 +08:00
74c4b28ef1
Update knowhere commit ( #25519 )
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2023-07-12 14:44:30 +08:00
31173727b2
growing segment index memory opt & get vector bugfix ( #25272 )
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Signed-off-by: xianliang <xianliang.li@zilliz.com>
2023-07-05 00:04:25 +08:00
df63e3a295
Update knowhere commit ( #25308 )
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2023-07-04 14:12:26 +08:00
Jiquan Long
cqy123456
presburger
sre-ci-robot
Buqian Zheng
foxspy
Gao
liliu-z
cai.zhang
sammy.huang
zhagnlu
Bingyi Sun
Xu Tong
Enwei Jiao
Sheldon
zhenshan.cao
Patrick Weizhi Xu
yah01
Cai Yudong