.env.example
.gitignore
.gitmodules
.pre-commit-config.yaml
CONTRIBUTING.md
CONTRIBUTING_CN.md
Dockerfile
LICENSE
Makefile
OWNERS
README.md
_version_helper.py
check_proto_product.sh
codecov.yml
pyproject.toml
requirements.txt
.github/mergify.yml
.github/ISSUE_TEMPLATE/bug_report.yaml
.github/ISSUE_TEMPLATE/config.yml
.github/ISSUE_TEMPLATE/enhancement.yaml
.github/ISSUE_TEMPLATE/feature_request.yaml
.github/ISSUE_TEMPLATE/general-question.yaml
.github/workflows/check_milvus_proto.yml
.github/workflows/code_checker.yml
.github/workflows/publish_dev_package.yml
.github/workflows/publish_on_release.yml
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ci/docker/milvus/docker-compose.yml
ci/scripts/docker_image_find_tag.sh
docs/plans/README.md
docs/plans/pymilvus-000-template.md
docs/plans/pymilvus-001-global-client-design.md
docs/plans/pymilvus-002-connection-manager-design.md
examples/README.md
examples/alias.py
examples/alter.py
examples/async_DDL_test.py
examples/async_optimize_example.py
examples/async_previledge_test.py
examples/compact.py
examples/customize_schema.py
examples/customize_schema_auto_id.py
examples/customize_schema_id.py
examples/database.py
examples/films.csv
examples/flush.py
examples/function_edit.py
examples/get_server_version.py
examples/hybrid_search.py
examples/index.py
examples/index_params.py
examples/minhash_function_example.py
examples/non_ascii_encode.py
examples/nullable_vector.py
examples/partition.py
examples/privilege_group.py
examples/rbac.py
examples/resource_group.py
examples/search_group_by.py
examples/search_order_by.py
examples/search_with_template_expression.py
examples/simple.py
examples/simple_async.py
examples/simple_async2.py
examples/simple_auto_id.py
examples/simple_cost.py
examples/simple_partial_update.py
examples/simple_rerank.py
examples/sparse.py
examples/struct_example.py
examples/test_bitmap_index.py
examples/text_embedding.py
examples/text_match.py
examples/timestamptz.py
examples/timestamptz_insert.py
examples/timestamptz_meta.py
examples/timestamptz_search_query.py
examples/bulk_import/bulk_writer_all_types.py
examples/bulk_import/data_gengerator.py
examples/bulk_import/example_bulkinsert_csv.py
examples/bulk_import/example_bulkinsert_json.py
examples/bulk_import/example_bulkinsert_numpy.py
examples/bulk_import/example_bulkinsert_parquet.py
examples/bulk_import/example_bulkinsert_withfunction.py
examples/bulk_import/example_bulkwriter.py
examples/bulk_import/example_bulkwriter_volume.py
examples/bulk_import/example_bulkwriter_with_nullable.py
examples/bulk_import/example_volume_file_manager.py
examples/bulk_import/example_volume_manager.py
examples/bulk_import/test.py
examples/bulk_import/train_embeddings.csv
examples/cert/ca.pem
examples/cert/client.key
examples/cert/client.pem
examples/cert/example_tls1.py
examples/cert/example_tls2.py
examples/cert/server.pem
examples/concurrency/multithreading_hello_milvus.py
examples/datatypes/bfloat16_example.py
examples/datatypes/binary_example.py
examples/datatypes/dynamic_field.py
examples/datatypes/example_str.py
examples/datatypes/float16_example.py
examples/datatypes/fuzzy_match.py
examples/datatypes/hello_bm25.py
examples/datatypes/hello_milvus_array.py
examples/datatypes/hello_sparse.py
examples/datatypes/int8_example.py
examples/full_text_search/bm25.py
examples/full_text_search/language_identifier.py
examples/full_text_search/multi_analyzer.py
examples/gpu_indx/example_gpu_brute_force.py
examples/gpu_indx/example_gpu_cagra.py
examples/hybrid_search/hello_hybrid_bm25.py
examples/hybrid_search/hello_hybrid_sparse_dense.py
examples/hybrid_search/hybrid_search.py
examples/iterator/iterator.py
examples/manage_milvus_client/how_to_manage_milvus_client.md
examples/manage_milvus_client/manage_milvus_client.py
examples/milvus_model/hello_model.py
examples/orm/bitmap_index_example.py
examples/orm/collection.py
examples/orm/database.py
examples/orm/example.py
examples/orm/example_group_by.py
examples/orm/example_index.py
examples/orm/hello_cost.py
examples/orm/hello_milvus.ipynb
examples/orm/hello_milvus.py
examples/orm/hello_milvus_delete.py
examples/orm/hello_text_embedding.py
examples/orm/hello_text_match.py
examples/orm/inverted_index_example.py
examples/orm/iterator.py
examples/orm/nullable_and_default_value.py
examples/orm/partition.py
examples/orm/rbac.py
examples/orm/resource_group.py
examples/orm/resource_group_declarative_api.py
examples/orm/role_and_privilege.py
examples/orm/search_with_template_expression.py
examples/orm/user.py
pymilvus/__init__.py
pymilvus/decorators.py
pymilvus/exceptions.py
pymilvus/settings.py
pymilvus.egg-info/PKG-INFO
pymilvus.egg-info/SOURCES.txt
pymilvus.egg-info/dependency_links.txt
pymilvus.egg-info/requires.txt
pymilvus.egg-info/top_level.txt
pymilvus/bulk_writer/__init__.py
pymilvus/bulk_writer/buffer.py
pymilvus/bulk_writer/bulk_import.py
pymilvus/bulk_writer/bulk_writer.py
pymilvus/bulk_writer/constants.py
pymilvus/bulk_writer/endpoint_resolver.py
pymilvus/bulk_writer/file_utils.py
pymilvus/bulk_writer/local_bulk_writer.py
pymilvus/bulk_writer/remote_bulk_writer.py
pymilvus/bulk_writer/validators.py
pymilvus/bulk_writer/volume_bulk_writer.py
pymilvus/bulk_writer/volume_file_manager.py
pymilvus/bulk_writer/volume_manager.py
pymilvus/bulk_writer/volume_restful.py
pymilvus/client/__init__.py
pymilvus/client/abstract.py
pymilvus/client/async_grpc_handler.py
pymilvus/client/async_interceptor.py
pymilvus/client/asynch.py
pymilvus/client/blob.py
pymilvus/client/cache.py
pymilvus/client/call_context.py
pymilvus/client/check.py
pymilvus/client/connection_manager.py
pymilvus/client/constants.py
pymilvus/client/embedding_list.py
pymilvus/client/entity_helper.py
pymilvus/client/global_topology.py
pymilvus/client/grpc_handler.py
pymilvus/client/interceptor.py
pymilvus/client/prepare.py
pymilvus/client/search_iterator.py
pymilvus/client/search_result.py
pymilvus/client/singleton_utils.py
pymilvus/client/ts_utils.py
pymilvus/client/types.py
pymilvus/client/utils.py
pymilvus/grpc_gen/__init__.py
pymilvus/grpc_gen/common_pb2.py
pymilvus/grpc_gen/common_pb2.pyi
pymilvus/grpc_gen/feder_pb2.py
pymilvus/grpc_gen/feder_pb2.pyi
pymilvus/grpc_gen/milvus_pb2.py
pymilvus/grpc_gen/milvus_pb2.pyi
pymilvus/grpc_gen/milvus_pb2_grpc.py
pymilvus/grpc_gen/msg_pb2.py
pymilvus/grpc_gen/msg_pb2.pyi
pymilvus/grpc_gen/python_gen.sh
pymilvus/grpc_gen/rg_pb2.py
pymilvus/grpc_gen/rg_pb2.pyi
pymilvus/grpc_gen/schema_pb2.py
pymilvus/grpc_gen/schema_pb2.pyi
pymilvus/milvus_client/__init__.py
pymilvus/milvus_client/_utils.py
pymilvus/milvus_client/async_milvus_client.py
pymilvus/milvus_client/async_optimize_task.py
pymilvus/milvus_client/base.py
pymilvus/milvus_client/check.py
pymilvus/milvus_client/index.py
pymilvus/milvus_client/milvus_client.py
pymilvus/milvus_client/optimize_task.py
pymilvus/orm/__init__.py
pymilvus/orm/collection.py
pymilvus/orm/connections.py
pymilvus/orm/constants.py
pymilvus/orm/db.py
pymilvus/orm/future.py
pymilvus/orm/index.py
pymilvus/orm/iterator.py
pymilvus/orm/mutation.py
pymilvus/orm/partition.py
pymilvus/orm/prepare.py
pymilvus/orm/role.py
pymilvus/orm/schema.py
pymilvus/orm/types.py
pymilvus/orm/utility.py
tests/README.md
tests/conftest.py
tests/pytest.ini
tests/ruff.toml
tests/test_async_flush.py
tests/test_async_milvus_client.py
tests/test_async_milvus_client_ops.py
tests/test_async_milvus_client_reuse.py
tests/test_async_optimize_task.py
tests/test_asynch.py
tests/test_bulk_import.py
tests/test_bulk_writer_buffer.py
tests/test_bulk_writer_stage.py
tests/test_bulk_writer_validators.py
tests/test_bytes_vector_search.py
tests/test_cache.py
tests/test_check.py
tests/test_client_abstract.py
tests/test_client_entity_helper.py
tests/test_client_types.py
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tests/test_collection_ts_cache.py
tests/test_connection_manager.py
tests/test_create_connection.py
tests/test_decorators.py
tests/test_embedding_list.py
tests/test_global_topology.py
tests/test_grpc_channel_options.py
tests/test_grpc_error_diagnostics.py
tests/test_interceptors.py
tests/test_local_bulk_writer.py
tests/test_milvus_client.py
tests/test_milvus_lite.py
tests/test_minhash_function.py
tests/test_optimize_task.py
tests/test_remote_bulk_writer.py
tests/test_repro_issues.py
tests/test_search_iterator.py
tests/test_search_result.py
tests/test_ts_utils.py
tests/test_types.py
tests/test_utils.py
tests/async_grpc_handler/__init__.py
tests/async_grpc_handler/test_async_auth.py
tests/async_grpc_handler/test_async_collection.py
tests/async_grpc_handler/test_async_data.py
tests/async_grpc_handler/test_async_database.py
tests/async_grpc_handler/test_async_index.py
tests/async_grpc_handler/test_async_init.py
tests/async_grpc_handler/test_async_partition.py
tests/async_grpc_handler/test_async_utility.py
tests/benchmark/README.md
tests/benchmark/__init__.py
tests/benchmark/conftest.py
tests/benchmark/mock_responses.py
tests/benchmark/test_perf_improvements.py
tests/benchmark/test_search_bench.py
tests/benchmark/scripts/profile_cpu.sh
tests/benchmark/scripts/profile_memory.sh
tests/entity_helper/__init__.py
tests/entity_helper/test_array_operations.py
tests/entity_helper/test_edge_cases.py
tests/entity_helper/test_sparse_vectors.py
tests/entity_helper/test_struct_handling.py
tests/entity_helper/test_vector_extraction.py
tests/grpc_handler/__init__.py
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tests/grpc_handler/test_auth.py
tests/grpc_handler/test_collection.py
tests/grpc_handler/test_data.py
tests/grpc_handler/test_database.py
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