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* 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>