* 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>
* Implement passing certificates cres to grpc channels
* Refactor and fix AI reviewer suggestions
* Refactor and fix AI reviewer suggestions
* minor fix
* refactor: refactor options parsing a bit
* fix: fix options is None
* fix: fix warning id
---------
Co-authored-by: Дащинский Иван Андреевич <iadashchinskiy@sbertech.ru@WL-3e6f71e6.sbertech.local>
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* 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>
* new: add b64 encoding function
* tests: remove garbage
* refactor base64 function name and params
* manual test for remove iamge inference with base64
* use tempfile
* fix: rename remove_inference->remote_inference
---------
Co-authored-by: generall <andrey@vasnetsov.com>
* new: move fastembed imports and constants into a class to support custom models and improve exceptions
* new: add is_supported model to FastEmbedMisc
* fix: fix types
* fix: fix set payload in batch update points, fix operation conversions, add tests
* new: add some checks
* add comments to test cases
* fix: return comment
* tests: uncomment test due to a fix in core
* dedup order_by by value and id
* fix: fill order_value when order_by is used
* tests: add tests for duplicated values, fix payload value comparison
---------
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* fix: fix local mode offset in sample random
* fix: fix random sampling, do not propagate offset into prefetches
* fix: ignore offset in random sampling
* new: support multimodal embeddings
* fix: fix embed when model name is present in both text and image supported models
* fix: fix type checkers
* refactor: split multimodal embed into embed text and embed image
* chore: comment batch separation
* chore: rollback formatting
* generate grpc client with pyi files
* poetry lock
* new: do not include pyi files into the package
---------
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* new: add sum_scores strategy, fix lookup from in query_batch_points, fix euclid between multivectors local mode
* new: recommend average multivectors, fix tests, add new tests for multivectors
* fix: address review comments
* fix: regen async
* tests: uncomment tests
* new: update poetry lock, require pydantic >=2.11 for populate inspection cache
* fix: tmp disable euclidean multivec search tests, fix multivec with nan test
* fix: align euclid and manhattan with core, add tests
* fix: fix type hints
* tests: use atol in comparison
* tests: remove manhattan tests
* tests: reduce number of multivectors
* remove float comparison relaxation
* explain why it is different for euclid and manhattan
---------
Co-authored-by: Luis Cossío <luis.cossio@outlook.com>
* add local mode of formula scoring
* grpc<->rest conversions
* fixes for formula evaluation
* add mixed payload type to fixture payload
* update tests
* ignore math warnings (invalid operations raise an error anyway)
* fix conversions
* use same haversine distance as in core
* upd tests
* add fixtures for expressions
* fix import
* temporary hack for tests
* evaluation fixes
* satisfy mypy
* gen async client
* reduce flakiness
..by nesting less equations, so that floating point differences affect
less
* get_args_subscribed
* retriever match multivalue behavior
* review remarks
* more review remarks
* review nit
* no type ignore
* fix imports
