Milvus

PyMilvus 3.0.1 introduces new APIs for data salvage, role management, and search aggregation, alongside significant improvements in schema evolution, type handling, and connection recovery. This release also drops support for Python 3.8.

This release synchronizes `milvus-proto` with Milvus v2.6.20, introducing support for inclusive `DumpMessages` start options and fixing several bugs related to array and struct fields, schema management, and data insertion.

This release introduces element-level search, data salvage support via `dump_messages`, and enhanced role/user description support in auth APIs. It also includes significant internal improvements to connection handling and logical type model migration.

This release introduces new methods for checking replication state and refactors type handling within the client, alongside modernizing development workflows using uv.

This release introduces new features like an internal data type metadata registry and array partial update helpers, alongside a bug fix for oversized compaction targets.

This release focuses on bug fixes, including parameter validation and header additions for import APIs, alongside new features like cloud import enhancements and replication configuration access. Deprecation warnings for the ORM API have also been introduced.

Added deprecation warnings for ORM-style public APIs backed by the connections registry. This change targets specific ORM entry points while leaving query and search iterator APIs unaffected for now.

This release primarily focuses on bug fixes, including correcting default ports for HTTPS connections and improving deserialization logic. It also includes several internal refactorings and CI updates.

This release introduces support for Python 3.14 and resolves numerous bugs related to connection handling, search operations, and dependency compatibility, including pinning setuptools_scm.

This release introduces global cluster client support and a new ConnectionManager for MilvusClient, alongside numerous bug fixes related to primary keys, vector handling, and connection timeouts.

This release enhances gRPC configuration and adds support for warmup parameters in FieldSchema. It also fixes critical bugs related to database context handling in SearchIteratorV2.

This release focuses on bug fixes, performance optimizations for search results, and improved gRPC error diagnostics. It also removes the dependency on grpcio-testing.

This release introduces support for semantic-highlighter and async list_persistent_segments, alongside numerous bug fixes addressing data type handling, memory usage, and database context management.

This release introduces a new benchmarking framework and Function SDK support, alongside numerous bug fixes related to boolean serialization, JSON parsing, and iterator handling.

PyMilvus 2.6.5 introduces significant enhancements to AsyncMilvusClient, adds highlighter support for search, and fixes several bugs related to index creation and data handling. This release also includes a breaking change renaming 'Stage' to 'Volume'.

This release introduces a breaking change by renaming 'Stage' to 'Volume' to improve clarity and consistency within the library.

This release introduces support for the TIMESTAMPTZ data type and significantly enhances BulkWriter capabilities for STRUCT and Geometry types. Numerous bug fixes address issues in connection handling, MilvusClient argument passing, and async operations.

This release introduces enhancements for primary key insertion with autoID, support for serialized JSON inserts, and geometry support in the bulk writer. It also includes a fix for GCP stage configuration.

This release introduces major features including support for Array of Structs and Geometry data types, alongside manual L0 compaction control. A critical breaking change mandates JSON serialization for string data during insertion.

This release introduces support for the geo data type in core operations and includes several minor bug fixes and documentation improvements related to connection types and bulk import.

PyMilvus v2.6.2 introduces support for grouping by JSON fields and fixes several issues related to partial upsert operations. It also includes enhancements for OSS bucket connections.

This patch release (v2.6.1) introduces new features like enhanced bulk import capabilities and stage management support, alongside several bug fixes and performance enhancements like adding unixmsec to RPC calls.

This release introduces support for stageManager/stageFileManager and enhances bulkImport functionality. It also resolves a bug related to returning primary keys during upsert operations.

This release introduces comprehensive asynchronous client support via `AsyncMilvusClient` and significantly expands the API surface of `MilvusClient` with numerous database, partition, index, and search management features. The long-deprecated `Milvus` class has been removed.