.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/nightly_ci.yml
.github/workflows/publish_dev_package.yml
.github/workflows/publish_on_release.yml
.github/workflows/pull_request.yml
.github/workflows/release_event.yml
ci/docker/milvus/docker-compose.yml
ci/scripts/docker_image_find_tag.sh
docs/Makefile
docs/README.md
docs/make.bat
docs/source/about.rst
docs/source/changes.rst
docs/source/conf.py
docs/source/contribute.rst
docs/source/faq.rst
docs/source/index.rst
docs/source/install.rst
docs/source/param.rst
docs/source/results.rst
docs/source/tutorial.rst
docs/source/_templates/autosummaryclass.rst
docs/source/_templates/layout.html
docs/source/api/api.rst
docs/source/api/collection.rst
docs/source/api/connections.rst
docs/source/api/future.rst
docs/source/api/milvus_index.rst
docs/source/api/partition.rst
docs/source/api/schema.rst
docs/source/api/search.rst
docs/source/api/utility.rst
docs/source/res/Intro_to_Indexes.md
docs/source/res/about_documentation.md
examples/README.md
examples/alias.py
examples/alter.py
examples/async_DDL_test.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/get_server_version.py
examples/hybrid_search.py
examples/index.py
examples/index_params.py
examples/non_ascii_encode.py
examples/partition.py
examples/privilege_group.py
examples/rbac.py
examples/resource_group.py
examples/search_group_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_stage.py
examples/bulk_import/example_bulkwriter_with_nullable.py
examples/bulk_import/example_stage_file_manager.py
examples/bulk_import/example_stage_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/stage_bulk_writer.py
pymilvus/bulk_writer/stage_file_manager.py
pymilvus/bulk_writer/stage_manager.py
pymilvus/bulk_writer/stage_restful.py
pymilvus/bulk_writer/validators.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/check.py
pymilvus/client/constants.py
pymilvus/client/embedding_list.py
pymilvus/client/entity_helper.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/check.py
pymilvus/milvus_client/index.py
pymilvus/milvus_client/milvus_client.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/conftest.py
tests/pytest.ini
tests/ruff.toml
tests/test_async_flush.py
tests/test_async_grpc_handler.py
tests/test_async_milvus_client_reuse.py
tests/test_bulk_writer_buffer.py
tests/test_bulk_writer_stage.py
tests/test_bulk_writer_validators.py
tests/test_check.py
tests/test_client_entity_helper.py
tests/test_collection.py
tests/test_connections.py
tests/test_decorators.py
tests/test_grpc_handler.py
tests/test_grpc_handler_mutations.py
tests/test_local_bulk_writer.py
tests/test_milvus_client.py
tests/test_milvus_lite.py
tests/test_orm_iterator.py
tests/test_prepare.py
tests/test_schema.py
tests/test_search_iterator.py
tests/test_search_result.py
tests/test_ts_utils.py
tests/test_types.py
tests/test_utils.py