Features 🪄 - 571 add discovery and recommendations api support for sparse vectors in local mode - 594 restrict access to the methods on a closed instance in local mode - 591 add a possibility to use auth token providers - 608 introduce support for uint8 vectors - 603 allow having nan values in payload in local mode --- Fixes 🪛 - 559 - fix update_vectors in local mode with sparse vectors - 562 - fix handling of wrong types in search in local mode - 560 - check vectors for nan values - 569 - fix grpc sparse vector conversion - 575 576 580 - fix datetime and date comparison - 581 583 fix sparse vectors async api - 584 fix data-parallelism with sparse models - 587 fix read consistency with grpc in batch search - 588 fix migrate vector count - 605 fix grpc field schema type conversion for datetime index --- Deprecations ⏳ - 608 deprecate recreate collection method - 608 remove vectors count --- Thanks everyone who contributed to the release coszio yasyf Apmats skvark generall joein agourlay
1.8.2
Not secure
Changelog
Fixes 🪛 - remove redundant `pytest` import which prevented `qdrant-client` import without `pytest` being installed by joein
1.8.1
Not secure
Changelog
Features 🪄 - update fastembed integration, incorporate hybrid search into `add` method 553 by generall joein --- Fixes 🪛 - fix excess upsert requests in `upload_collection` and `upload_points` 531 by almostimplemented - allow set payload with a nested key 536 by joein - add missing datetime formats to local mode 537 by joein - fix congruence for naive and aware datetime in local mode 538 by joein - propagate timeouts from methods to httpx 534 by joein --- Thanks everyone who contributed to the release almostimplemented generall joein
1.8.0
Not secure
Changelog
--- Features 🪄 - add `order_by` functionality to `scroll` 491 by coszio - add grpc compression options to QdrantClient 480 by geetu040 - add datetime ranges support 517 by coszio - add min should clause 519 by joein - add collection exists api 518 by joein - update fastembed integration 493 522 524 NirantK joein Anush008
--- Fixes 🪛 - fix potential edge case in scoring in context search 474 by coszio - close lock file explicitly in local mode 505 521 by FranckZibi joein - fix async client generator messing up imports 480 by joein
--- Deprecations ⏳ - remove deprecated field conversions in grpc by coszio
--- Thanks everyone who contributed to the release coszio geetu040 FranckZibi NirantK Anush008 joein
1.7.3
Not secure
- fix `search_batch` with sparse vectors in grpc 484 by agourlay - align `close` method signature between `QdrantClient` and `QdrantRemote` 477 by joein
1.7.2
Not secure
Bugfix release 💊
- fix parallel and bugs with implicit ids in `upload_collection`, `upload_records`, `upload_points` 460 - fix setting `grpc_options` with `https` in `sync` mode, and with `http+api-key` in `async` mode 467 - fix extend json validation in local mode to fix backward compatibility issue with types like `datetime` and `uuid` 462