Qdrant-client

Change Log

Features 🪶
* 759 - Facets API by coszio
* 767 - Distance matrix API by agourlay
* 804 - add mmap geo index by joein
Bug Fixes 🦟

* 797 - fix query embeddings for sparse models by hh-space-invader
* 800 - fix async grpc info call by joein
* 802 - add local_files_only to sparse embeddings by joein



Thanks to everyone, who've contributed to this release!

agourlay coszio hh-space-invader generall joein

Change Log

Bug Fixes 🦟

* 787 - fix update vectors in local mode by joein
* 785 - fix creating shard key in async grpc client by joein VanaMartin
* 790 - fix conversion of sharding method in collection params by joein
* 782 - replace np.NINF with np.inf in local mode for numpy v2.x by icfly2
* 791 - fix cluster collection info by making resharding operations field optional by joein


Thanks to everyone, who've contributed to this release!
VanaMartin icfly2 joein

Change Log

Bug Fixes 🪰

* 763 - handle tuple conversion in grpc by hh-space-invader
* 772 - fix nested prefetch in local mode by paul2302 hh-space-invader
* 773 - fix rest get_collection call for a collection with grpc-built payload indices, make parametrized integer index params optional by joein
* 775 - fix `with_vectors` in local mode when retrieving by default vector name by joein



Thanks to everyone, who've contributed to this release!
paul2302 hh-space-invader joein

Change Log

Features 📢

* 753 - update `fastembed` to 0.3.6

Bug Fixes 🪲

* 748 - fix `modifier.None` conversion by joein
* 750 - fix parametrized payload indices conversion by joein

Deprecations ⏳

* 742 - deprecate `rest` property in `QdrantRemote` in favour of `http` by hh-space-invader
* 740 - deprecate async grpc fixtures in `QdrantClient` in favour of `AsyncQdrantClient` by hh-space-invader


Thanks to everyone, who've contributed to this release!
hh-space-invader joein

Change Log

Features 📢

* 541 - added init_options property to recreate qdrant client instances from an existing one by Anush008
* 686 - add bm42 and bm25 models support for `add` and `query` methods by joein
* 706 - add retry mechanism to `migrate` by hh-space-invader
* 678 - add info endpoint by joein
* 690 - add query points group api by agourlay coszio
* 703 - add distribution based score fusion by coszio
* 705 - add random sampling mechanism by coszio
* 707 - extend struct interfaces to support raw string via types.Document by joein

Bug Fixes 🪲

* 697 - fix conversion of datetime objects to grpc by joein
* 715 - fix in-place modification of queries in `query_points` by joein
* 717 - unlock pyright, fix type hints by hh-space-invader
* 721 - add missing timeouts to count, scroll and retrieve methods by hh-space-invader joein
* 730 - make upload_points method in AsyncQdrantClient synchronous by hh-space-invader


Thanks to everyone, who've contributed to this release!
agourlay coszio Anush008 generall hh-space-invader joein

Change log

Bug fixes 🐞

* https://github.com/qdrant/qdrant-client/pull/674 - fix gRPC sparse vector params conversion
* https://github.com/qdrant/qdrant-client/pull/682 - fix gRPC conversion in `query_points` for flat structures
* https://github.com/qdrant/qdrant-client/pull/682 - fix gRPC conversion during named multivectors upload