Qdrant-client

Changelog

Fixes 🪛

- 617 - fix local mode geo box for antimeridian crossing
- 619 - fix incorrect display of QdrantClient's docstring

Thanks to everyone who contributed to the current release: agourlay Anush008

Changelog

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
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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
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Deprecations ⏳
- 608 deprecate recreate collection method
- 608 remove vectors count
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Thanks everyone who contributed to the release coszio yasyf Apmats skvark generall joein agourlay

Changelog

Fixes 🪛
- remove redundant `pytest` import which prevented `qdrant-client` import without `pytest` being installed by joein

Changelog

Features 🪄
- update fastembed integration, incorporate hybrid search into `add` method 553 by generall joein
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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
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Thanks everyone who contributed to the release almostimplemented generall joein

Changelog

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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

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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

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Deprecations ⏳
- remove deprecated field conversions in grpc by coszio

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Thanks everyone who contributed to the release coszio geetu040 FranckZibi NirantK Anush008 joein

- fix `search_batch` with sparse vectors in grpc 484 by agourlay
- align `close` method signature between `QdrantClient` and `QdrantRemote` 477 by joein