PyMilvus 2.4.9 Release Notes

What's Changed

• Improve embedding retrieval performance by @yhmo in #2290
• fix: Passing messages to code in ParamError (#2304) by @XuanYang-cn in #2305
• Supports filling elements through templates for expression by @xiaocai2333 in #2308

Full Changelog: v2.4.8...v2.4.9

PyMilvus 2.4.8 Release Notes

What's Changed

• fix: upsert rows when set autoid==true fail(#2286) by @smellthemoon in #2287
• Upgrade the bulkWriter cloud API call from v1 to v2 by @lentitude2tk in #2246
• enhance: Enable bulkwriter to support import v2 (#2295) by @bigsheeper in #2296

Full Changelog: v2.4.7...v2.4.8

PyMilvus 2.4.7 Release Notes

What's Changed

• enhance: Make load parameter naming normal (#2243) by @congqixia in #2244
• Add hybrid_search for MilvusClient by @czs007 in #2259

Bug fixes:

• fix: move page_retain_order to the same level as radius by @PwzXxm in #2250

Full Changelog: v2.4.6...v2.4.7

PyMilvus 2.4.6 Release Notes

New Features

• Bulkinsert supports importing binlog by @yhmo in #2223
• enhance: upsert support autoid (#2173) by @smellthemoon in #2224
• enhance: Support load with Field Partial load by @congqixia in #2227
• feat: add page_retain_order param during search with offset by @PwzXxm in #2230
• feat: support the mmap_enable param in the field schema by @SimFG in #2239

Enhancement

• enhance: loose grpcio upper limit by @XuanYang-cn in #2240

Full Changelog: v2.4.5...v2.4.6

PyMilvus 2.4.5 Release Notes

New features

• feat: Support clustering compaction by @wayblink in #2220

Enhancements

• Export indexed rows for describe_index (#2148) by @xiaocai2333 in #2149
• Refine the error message for type mismatches during data insertion (#2156) by @xiaocai2333 in #2157
• Add database operations to MilvusClient (#2152) by @ashkrisk in #2164
• enhance: Remove the logic to set replica_number=1 by default (#2163) by @weiliu1031 in #2167
• enhance: enable setting properties during create database (#2168) by @weiliu1031 in #2174
• enhance:expose reduce_stop_for_best to users(#2181) by @MrPresent-Han in #2188
• enhance: hide zero values ​​when printing by @SimFG in #2201
• Limit milvus-lite files to end with .db by @junjiejiangjjj in #2216
• enhance: use info level for retry message by @XuanYang-cn in #2213

Bug fixes

• fix: Coding style by latest ruff by @XuanYang-cn in #2158
• fix: Edit setuptools upper version for py380 by @XuanYang-cn in #2180
• Don't export rows info in index params by @xiaocai2333 in #2191
• fix: remove limitation clustering key can not be primary key by @wayblink in #2196
• fix: unclear error msg for varchar field by @XuanYang-cn in #2209
• fix: select a single column consisting of a list of column names(#2210) by @smellthemoon in #2211

Full Changelog: v2.4.4...v2.4.5

PyMilvus 2.4.4 Release Notes

New Features

• Allowing search iterator on sparse float vector field by @zhengbuqian in #2105
• Accept list of single row scipy.sparse object as input for insert/search by @zhengbuqian in #2112
• Support float16/bfloat16/sparse vector for bulkwriter by @yhmo in #2128

Enhancements

• enhance: print search result more elegantly (#2123) by @longjiquan in #2124
• Change the load status check interval to 0.2s by @SimFG in #2125
• Disable installation of milvus-lite on windows platform by @XuanYang-cn @Raysilience in #2137

Bug fixes

• Fix wrong expr handling due to and/or priorities(#2113) by @MrPresent-Han in #2115
• Fix: use the existed index_name (#2107) by @smellthemoon in #2118
• Fix a bug of bulkwriter by @yhmo in #2132
• Fix drop_index got multiple values for keyword argument by @XuanYang-cn in #2138

Full Changelog: v2.4.3...v2.4.4

PyMilvus 2.4.3 ReleaseNotes

What's Changed

• support the report value in the dml and dql request by @SimFG in #2092
• enhance: Expand grpcio version to latest by @XuanYang-cn in #2096

Bug fixes:

• fix sparse: accpet int/float wrapped in string by @zhengbuqian in #2095
• fix the str function of the extra list by @SimFG in #2098

Full Changelog: v2.4.2...v2.4.3

PyMilvus 2.4.2 Release Notes

What's Changed

• Support milvuslite by @junjiejiangjjj in #2075
• Make bulk_writer's requirments optional (#2086) by @XuanYang-cn in #2087
• enhance: Enable set_properties and describe_database api by @weiliu1031 in #2084

Bug fixes

• fix: Remove params for property vars by @XuanYang-cn in #2069
• change sparse related errors to ParamError by @zhengbuqian in #2070

Full Changelog: v2.4.1...v2.4.2

PyMilvus 2.4.1 Release Notes

What's Changed

Bug fixes

• Fix float16_example and bfloat16_example by @czs007 in #1993
• Use wrong placeholder type for bf16 and float16 by @XuanYang-cn in #2012
• Restrict input/search type for vector fields (#2025) by @XuanYang-cn in #2029
• Fix import array via bulkwriter (#2035) by @bigsheeper in #2036
• Pass offset parameter for hybrid search to server by @czs007 in #2052

Enhancements

• Add warning about gpu example by @czs007 in #1994
• Update sparse+dense hybrid search example by @zhengbuqian in #2014
• Convert params' value from string to int by @PowderLi in #2026
• Support UDS by @junjiejiangjjj in #2030
• Update hello_hybrid_sparse_dense.py example to include BGE reranker by @zhengbuqian in #2032

Full Changelog: v2.4.0...v2.4.1

PyMilvus 2.3.8 Release Notes

Bug fixes

• fix: rename_collection not apply in current db(#1959) by @smellthemoon in #1961
• fix: Update versions in readme to latest by @XuanYang-cn in #1978
• fix: Remove the dependency of server_name to others by @XuanYang-cn in #1981

Full Changelog: v2.3.7...v2.3.8