opensearch-project k-NN issues

opensearch-project / k-NN

🆕 Find the k-nearest neighbors (k-NN) for your vector data

https://opensearch.org/docs/latest/search-plugins/knn/index/

Apache License 2.0

156 stars 123 forks source link

issues

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[Backport 2.x] Added null checks for fieldInfo in ExactSearcher to avoid NPE while running exact search for segments with no vector field

#2285 opensearch-trigger-bot[bot] closed 3 hours ago
0
Add IT and BWC tests with Indices containing both Vector and Non Vector documents

#2284 navneet1v opened 1 day ago
0
Add Support for Multi Values in innerHit for Nested k-NN Fields in Lucene and FAISS

#2283 heemin32 opened 1 day ago
0
[Backport 2.x] Fixing the bug when a segment has no vector field present for disk based vector search

#2282 opensearch-trigger-bot[bot] closed 1 day ago
0
Fixing the bug when a segment has no vector field present for disk based vector search

#2281 navneet1v closed 2 days ago
1
[Backport 2.x] Upgrade bytebuddy and objenesis version to match OpenSearch core and, update github ci runner for macos

#2280 opensearch-trigger-bot[bot] closed 3 days ago
0
Upgrade bytebuddy and objenesis version to match OpenSearch core and, update github ci runner for macos

#2279 VijayanB closed 3 days ago
1
Added null checks for fieldInfo in ExactSearcher to avoid NPE while running exact search for segments with no vector field

#2278 navneet1v closed 4 hours ago
2
[BUG] NPE while calling ANN search when deleted docs or a segment with no vector field present in the index

#2277 navneet1v closed 1 day ago
2
[AUTOCUT] Distribution Build Failed for k-NN-2.19.0

#2276 opensearch-ci-bot closed 3 days ago
1
[FEATURE] Integrating live document information during search in the faiss engine

#2275 heemin32 closed 6 days ago
1
[AUTOCUT] Integration Test Failed for k-NN-2.18.1

#2274 opensearch-ci-bot closed 6 days ago
1
Split segment by search type

#2273 VijayanB opened 1 week ago
3
[Enhancement] Update DEVELOPER_GUIDE md file regarding to clang++19 building failure in Mac ARM64 arc.

#2272 0ctopus13prime opened 1 week ago
1
Refactor scoring to map leaf reader context with results

#2271 VijayanB opened 1 week ago
9
Add dimension validation for BQ

#2269 jmazanec15 opened 1 week ago
2
Improve error messaging/validation for faiss training

#2268 jmazanec15 opened 1 week ago
0
Introduce native Readers read flatValues directly from faiss file.

#2267 luyuncheng opened 1 week ago
0
[RFC]Reduce Disk Usage By Reusing NativeEngine Files

#2266 luyuncheng opened 1 week ago
6
[Feature Request] I have multiple knn_vector fields with settings.index.knn set to true, but it would be ideal if certain fields could use approximate k-NN search while others could only use exact k-NN.

#2270 bcc829 opened 1 week ago
4
[FEATURE] Concurrency optimizations with native memory graph loading and force eviction

#2265 kotwanikunal opened 1 week ago
1
[AUTO] Increment version to 2.18.1-SNAPSHOT

#2264 opensearch-trigger-bot[bot] opened 1 week ago
0
[FEATURE] Introduce node level circuit breaker settings for k-NN

#2263 kotwanikunal opened 1 week ago
0
[BUG] Race condition with approximate query leading to Index has already been closed exception

#2262 kotwanikunal opened 1 week ago
2
[Backport 2.x] Bump up C++ version in JNI from c++11 to c++17.

#2261 opensearch-trigger-bot[bot] closed 1 week ago
0
Fixing the BWC and rolling upgrade test after 2.18 release

#2260 navneet1v closed 2 weeks ago
0
Bump up C++ version in JNI from c++11 to c++17.

#2259 0ctopus13prime closed 1 week ago
3
[Backport 2.x] Update default engine to FAISS

#2258 opensearch-trigger-bot[bot] closed 1 week ago
0
[BUG] Fix a flaky test in `KNN990CodecTests::testBuildFromModelTemplate`. It is failing to get a mocking value.

#2257 0ctopus13prime opened 2 weeks ago
0
Moved unitTestCodec from src to tst folder to cleanup src files

#2256 navneet1v closed 4 days ago
0
[Backport 2.x] Fix backport branch deletion on merge

#2255 opensearch-trigger-bot[bot] closed 2 weeks ago
1
Fix backport branch deletion on merge

#2254 kotwanikunal closed 2 weeks ago
2
Add support for Lucene int4 SQ

#2253 naveentatikonda opened 2 weeks ago
14
[FEATURE] Lucene Inbuilt Scalar Quantizer to convert float 32 bits to 4 bits

#2252 naveentatikonda opened 2 weeks ago
0
[Enhancement] Upgrade C++ version to C++ 17 in JNI

#2251 0ctopus13prime closed 1 week ago
4
[Enhancement] Introduce C++ formatter in JNI.

#2250 0ctopus13prime opened 2 weeks ago
15
[RFC] Multiple inner hits for nested field

#2249 heemin32 opened 2 weeks ago
4
[Backport 2.x] Introduced writing layer, getting rid of writing logic that uses an absolute path in the filesystem.

#2248 0ctopus13prime closed 2 weeks ago
4
Allow method parameter override for training based indices

#2246 jmazanec15 opened 2 weeks ago
0
[Backport 2.x] Added 'j' option to use multiple cpus to build JNI library.

#2245 opensearch-trigger-bot[bot] closed 2 weeks ago
0
Added 'j' option to use multiple cpus to build JNI library.

#2244 0ctopus13prime closed 2 weeks ago
0
Generalize quantization state to store statistical profile of vectors in the segment

#2243 jmazanec15 opened 3 weeks ago
0
Implement cosine for faiss engine

#2242 jmazanec15 opened 3 weeks ago
7
Introduced writing layer, getting rid of writing logic that uses an absolute path in the filesystem.

#2241 0ctopus13prime closed 2 weeks ago
8
[RELEASE] Release version 2.19.0

#2240 opensearch-trigger-bot[bot] opened 3 weeks ago
0
Perform cache maintenance in a separate thread

#2239 jmazanec15 opened 3 weeks ago
2
[Backport 2.x] Update bwc test to update index setting (#2236)

#2238 VijayanB closed 3 weeks ago
0
[AUTO] Increment version to 2.19.0-SNAPSHOT

#2237 opensearch-trigger-bot[bot] closed 2 weeks ago
2
Select index settings based on cluster version

#2236 VijayanB closed 3 weeks ago
1
Update default engine to FAISS

#2235 VijayanB closed 4 weeks ago
0