* new: remove vectors_count, update http and grpc models
* fix: update inspection cache
* new: add conversions and update interface
* fix: fix some conversions
* fix: fix typo
* fix: fix isinstance
* fix: regen async
* fix: fix update_filter usage, fix isinstance
* tests: collection metadata test
* fix: address backward compatibility in test
* new: update models, add max payload index count and copy vectors
* fix; update _inspection_cache
* new: add read consistency to count points
* Allow uuids in interface (#1085)
* new: direct uuid support
* tests: add uuid tests
* fix: update inspection cache
* new: add collection metadata and tests to local mode (#1089)
* new: add collection metadata and tests to local mode
* fix: regen async client
* new: implement parametrized rrf in local mode (#1087)
* new: implement parametrized rrf in local mode
* refactoring: use a variable for a magic value
* fix: adjust conversion according to AI
* Update filter (#1090)
* new: add missing update_filter, implement it in local mode
* fix: fix type hint, fix update operation, fix rest uploader, add tests
* fix: fix update filter is None case
* fix: mypy was not a good boy
* Text any filter (#1091)
* new: add match text any local mode
* tests: add match text any tests
* new: update models, remove init_from and locks (#1100)
* new: update models, remove init_from and locks
* deprecate: remove init from tests
* deprecate: remove lock tests
* new: convert ascii_folding
* fix: fix type stub
* new: convert acorn
* new: convert shard key with fallback
* new: update grpcio and grpcio tools in generator (#1106)
* new: update grpcio and grpcio tools in generator
* fix: bind grpcio and tools versions to 1.62.0 in generator
* Remove deprecated methods (#1103)
* deprecate: remove old api methods
* deprecate: remove type stub for removed methods
* deprecate: remove old api methods from test_qdrant_client
* deprecate: replace search with query points in test_in_memory
* deprecate: replace search methods in fastembed mixin with query points
* deprecate: replace old api methods in test async qdrant client
* deprecate: replace search with query points in test delete points
* deprecate: replace discover and context with query points in test_discovery
* deprecate: replace recommend_groups with query_points_groups in test_group_recommend
* deprecate: replace search_groups in test_group_search
* deprecate: replace recommend with query points in test_recommendation
* deprecate: replace search with query points in test search
* deprecate: replace context and discover with query points in test sparse discovery
* deprecate: replace search with query points in test sparse idf search
* deprecate: replace recommend with query points in test sparse recommend
* deprecate: replace search with query points in test sparse search
* deprecate: replace missing search request with query request in qdrant_fastembed
* deprecate: replace search with query points in test multivector search queries
* deprecate: replace upload records with upload points in test_updates
* deprecate: remove redundant structs (#1104)
* deprecate: remove redundant structs
* fix: do not use removed conversions in local mode
* fix: remove redundant conversions, simplify types.QueryRequest
* deprecate: replace old style grpc vector conversion to a new one (#1105)
* deprecate: replace old style grpc vector conversion to a new one
* fix: ignore union attr in conversion
* review fixes
---------
Co-authored-by: generall <andrey@vasnetsov.com>
---------
Co-authored-by: generall <andrey@vasnetsov.com>
---------
Co-authored-by: generall <andrey@vasnetsov.com>
* new: deprecate add, query, query_batch in fastembed mixin (#1102)
* new: deprecate add, query, query_batch in fastembed mixin
* 1.16 -> 1.17
---------
Co-authored-by: generall <andrey@vasnetsov.com>
---------
Co-authored-by: generall <andrey@vasnetsov.com>
* new: yet another update
* new: add initial_state to create shard key (#1109)
* chore: remove obsolete imports
* fix: add metadata parameter to recreate collection in local
* fix: fix metadata handling in local more
---------
Co-authored-by: generall <andrey@vasnetsov.com>
* new: update models, remove init_from and locks
* deprecate: remove init from tests
* deprecate: remove lock tests
* new: convert ascii_folding
* fix: fix type stub
* new: convert acorn
* new: convert shard key with fallback
* new: update grpcio and grpcio tools in generator (#1106)
* new: update grpcio and grpcio tools in generator
* fix: bind grpcio and tools versions to 1.62.0 in generator
* Remove deprecated methods (#1103)
* deprecate: remove old api methods
* deprecate: remove type stub for removed methods
* deprecate: remove old api methods from test_qdrant_client
* deprecate: replace search with query points in test_in_memory
* deprecate: replace search methods in fastembed mixin with query points
* deprecate: replace old api methods in test async qdrant client
* deprecate: replace search with query points in test delete points
* deprecate: replace discover and context with query points in test_discovery
* deprecate: replace recommend_groups with query_points_groups in test_group_recommend
* deprecate: replace search_groups in test_group_search
* deprecate: replace recommend with query points in test_recommendation
* deprecate: replace search with query points in test search
* deprecate: replace context and discover with query points in test sparse discovery
* deprecate: replace search with query points in test sparse idf search
* deprecate: replace recommend with query points in test sparse recommend
* deprecate: replace search with query points in test sparse search
* deprecate: replace missing search request with query request in qdrant_fastembed
* deprecate: replace search with query points in test multivector search queries
* deprecate: replace upload records with upload points in test_updates
* deprecate: remove redundant structs (#1104)
* deprecate: remove redundant structs
* fix: do not use removed conversions in local mode
* fix: remove redundant conversions, simplify types.QueryRequest
* deprecate: replace old style grpc vector conversion to a new one (#1105)
* deprecate: replace old style grpc vector conversion to a new one
* fix: ignore union attr in conversion
* review fixes
---------
Co-authored-by: generall <andrey@vasnetsov.com>
---------
Co-authored-by: generall <andrey@vasnetsov.com>
---------
Co-authored-by: generall <andrey@vasnetsov.com>
* new: deprecate add, query, query_batch in fastembed mixin (#1102)
* new: deprecate add, query, query_batch in fastembed mixin
* 1.16 -> 1.17
---------
Co-authored-by: generall <andrey@vasnetsov.com>
---------
Co-authored-by: generall <andrey@vasnetsov.com>
* new: add missing update_filter, implement it in local mode
* fix: fix type hint, fix update operation, fix rest uploader, add tests
* fix: fix update filter is None case
* fix: mypy was not a good boy
* Connection pooling in GRPC
* Undo auto formattings
* Make next_grpc_client() protected
* Prevent partial initialization of grpc clients on channel creation error
* also apply pool_size to rest client
* Fix using non clamped pool_size in httpx
* Review remarks
* fix: fix minor things (#1075)
---------
Co-authored-by: George <george.panchuk@qdrant.tech>
* wip: add draft implementation of batch processing
* fix: embed dict and list of docs, remove redundant code
* new: regen async, small refactor
* refactor: add docstrings, rename methods
* Upload points local inference (#881)
* new: separate single and plural model embeddings
* fix: fix lazy embed models
* new: add inference object inspections to upload methods
* wip: local inference upload parallel
* new: add local inference to upload points and upload collection, refactor mixin
* fix: remove redundant code
* redundant import
* tests: check is query for query points batch
* refactor: refactor semi ordered map
* tests: add test for local inference with batches with docs and vectors
* tests: check the order of dict processing
* new: distinguish models by options
* fix: fix typing
* fix: fix types
* new: embed batches with different options
* tests: add tests for batch with different options
* fix: ignore ide incorrect type inspection
* tests: wait for points to be inserted
* fix: set threads to 1 in parallel inference
* new: adjust max internal batch size
* fix: fix type hints
* function to get embeddings size (#892)
* function to get embeddings size
* async client
* keep sync
* new: extend embedding size to support image and late interaction models
---------
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* new: add local inference batch size (#894)
---------
Co-authored-by: Andrey Vasnetsov <andrey@vasnetsov.com>
* Add flag to compare server and client versions during remote client init
* Always use sync http request to check versions
* Use simple httpx.get
* Add more tests
* Update docstring
---------
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* chore: Added warning messages when working with large points in local mode
* chore: Added deprecation message
* chore: Add default to idx
* Fix: Updated local mode user warning for large volume of points
* chore: Added cloud
* chore: Updated async client
* improve: Improved how we handle warning messages
* chore: Changed warning stack level
refactor: Refactored user warnings in local mode when large upload
* fix: Fix ci
* refactor: update warning messages
---------
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* new: drop python 3.8 support, update type hints
* fix: remove 3.8 from ci
* fix: update type hints
* fix: make netlify use python3.10
* fix: try python3.9 for sphinx
* debug: try updating sphinx
* new: bump ffastembed to 0.4.2
* fix: install numpy<2 for mypy
* fix: install numpy via poetry
* deprecate: mark async gRPC properties as deprecated in QdrantRemote
- Added deprecation warnings to async gRPC properties: async_grpc_collections, async_grpc_points, async_grpc_snapshots, and async_grpc_root
refs: #592
* deprecate: Added deprication for async_grpc in QdrantClient and QdrantRemote
* deprecate: mark rest property as deprecated in QdrantClient
- Added deprecation warnings for rest property
- refs: #597
* chore: Regenerated async qdrant client
- Regenerated async qdrant client to add the deprecation warning to async client for rest
* universal-search: Query Group API and local mode
* requires different logic for gRPC error assertion
* you come to me at runtime for a compile time issue
* suddenly throwing a different error
* test more group key types
* extend limit of prefetches during group_by
* rescoring is the issue
* one problem at a time please
* code review
* regen clients
* code review
* add lookup_from to query_points_groups
* test with_lookup
* test and fix gRPC
* drop dedicated conversion
* Update qdrant_client/qdrant_client.py
Co-authored-by: Luis Cossío <luis.cossio@outlook.com>
* regen async
* Distribution-based score fusion in local mode (#703)
* pre-implement dbsf
* add dbsf congruence tests
* mypy lints
* add conversions
* tests: add test for dbsf conversion
---------
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* Random sample in local mode (#705)
* pre-implement random sampling
* generate models
* add conversions and tests
* fix mypy lints
* tests: add test for sample random conversion
* use camelcase Sample.Random
* review fixes
* fix mypy
---------
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* fix: add type ignore for mypy
* fix: fix type hints for 3.8
* fix: do not run mypy on async client generator in CI, simplify condition
* Grpc comparison in tests (#726)
* add parametrized fixture for using grpc too
* compare grpc and http without running each setup twice
* fix: fix exception types in invalid types test
* fix: remove random seed which led to a erroneous sequence
---------
Co-authored-by: Luis Cossío <luis.cossio@outlook.com>
---------
Co-authored-by: Luis Cossío <luis.cossio@outlook.com>
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* bearer token authentication provider support
* add tests and checks, move auth file to separate dir
* fix error message
* remove locks
* rename var
* refactoring: refactor exceptions, fix mypy
* fix: regen async
* tests: extend token tests to check token updates
* new: add warning when auth token provider is used with an insecure connection
* fix: propagate auth token to rest client even with prefer_grpc set
---------
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
