v3.3.0

What's Changed

• Clarify port types in JSON configuration example by @alber70g in #137
• Add qps benchmark by @jfrancoa in #138
• Add file-alias and fail-on-timeout. by @jfrancoa in #139
• Add support for QPS benchmark in multitenant collections. by @jfrancoa in #140
• Bump the github-actions group with 2 updates by @dependabot[bot] in #141
• Bump actions/checkout from 5 to 6 in the github-actions group by @dependabot[bot] in #143
• Revert "Bump actions/checkout from 5 to 6 in the github-actions group" by @jfrancoa in #146
• Improve batch logic by @jfrancoa in #145

New Contributors

• @alber70g made their first contribution in #137

Full Changelog: v3.2.4...v3.3.0

v3.2.4

What's Changed

• Bump the github-actions group across 1 directory with 3 updates by @dependabot[bot] in #135
• Add retry when the connection fails due to grpc check. by @jfrancoa in #136
• Add support for model2vec. by @jfrancoa in #134
• Remove annoying warning in weaviate-cli. by @jfrancoa in #129

Full Changelog: v3.2.3...v3.2.4

v3.2.2

What's Changed

• Add support for Multivector by @rlmanrique in #113
• Remove warning and allow dynamic index with compression. by @jfrancoa in #126
• Add support for collection aliases. by @jfrancoa in #128
• Add new commands for all replica movement ops by @tsmith023 in #125
• Add RQ quantization with HNSW by @rlmanrique in #124
• Add support for named vectors. by @jfrancoa in #127

New Contributors

• @tsmith023 made their first contribution in #125

Full Changelog: v3.2.1...v3.2.2

v3.2.1

What's Changed

• Support for RF update and use connect_to_weaviate_cloud. by @jfrancoa in #123
• Bump weaviate-client version to 4.14.3 and allow IPs as hostname in config file by @dudanogueira in #122

New Contributors

• @dudanogueira made their first contribution in #122

Full Changelog: v3.2.0...v3.2.1

v3.2.0

What's New

Improved Data Generation and Ingestion

• Faker integration: The CLI now uses the Faker library to generate realistic and vectorizable strings, making generated data closer to real-world datasets like movies.json.
• Massive scalability improvements:
• Capable of creating and ingesting millions of objects.
• Multiprocessing used for faster dataset generation.
• Progress tracking: Added --verbose flag for data creation, update, and deletion, showing ongoing progress.
• Update offsetting: When updating large datasets, updates are spread out instead of targeting the first items every time.

Randomness Improvements

• New --skip-seed option: Skips deterministic seeding during data ingestion, ensuring true randomness if needed.

Tenant Handling Enhancements

• Improved support for multi-tenant environments:
• Specify tenants when creating, updating, querying, and deleting data.
• Parallelized data ingestion when handling 1000+ objects to greatly reduce processing time.

New User Management Capabilities

• Introduced full user lifecycle management:
• Create, delete, activate, deactivate, and rotate API keys for users.
• Specify user type (--user_type) to manage OIDC users and database users separately.
• New permissions added for managing users.
• Support fetching a specific user, the current authenticated user, or all users.

Vectorizer and Connection Improvements

• Base URL configuration: New base_url option for vectorizers.
• New vectorizer support: Added the weaviate-1.5 vectorizer using the Snowflake 1.5 model.

Connection Customization

• Added grpc_host configuration support to customize gRPC connections.
• Reworked internal connection logic to allow more flexible and user-defined connection settings.

What's Changed

• Add flag (default to false) to wait for indexing when creating data. by @jfrancoa in #117
• Adding grpc_host configuration and reworking connection to support cusom configuration by @Dabz in #120
• Add support for dynamic user management. by @jfrancoa in #119
• Improve the randomized generated data. by @jfrancoa in #118

Full Changelog: v3.1.4...v3.2.0

v3.1.4

Full Changelog: v3.1.3...v3.1.4

• Add new option --wait_for_indexing (defaults to False) when creating data.

v3.1.3

What's Changed

• Add new improvements for tenants and data. by @jfrancoa in #116
• Fix issues when --shards was equal to 1

Full Changelog: v3.1.2...v3.1.3

v3.1.2

What's Changed

• README: clarify about host URL when accessing weaviate cloud by @kavirajk in #112
• Update RBAC functionality for 1.29 by @jfrancoa in #114

New Contributors

• @kavirajk made their first contribution in #112

Full Changelog: v3.1.1...v3.1.2

v3.1.1

What's Changed

• Adding support for Shell completion by @Dabz in #110
• Add nodes cli to print out objects information. by @jfrancoa in #111

Full Changelog: v3.1.0...v3.1.1

v3.1.0

What's Changed

• Fix "get" message in help by @sebneira in #103
• support text2vec_weaviate vectorizer by @rthiiyer82 in #101
• Keep GitHub Actions up to date with GitHub's Dependabot by @cclauss in #104
• Bump the github-actions group with 3 updates by @dependabot in #105
• GitHub Actions: Add Python 3.13 to the testing by @cclauss in #106
• Updated README.md with Homebrew by @Dabz in #107
• Do not add empty property and add extra check of failed objects by @rlmanrique in #108
• Add support for RBAC in weaviate-cli. by @jfrancoa in #102
• data_manager: Return collection object when importing data by @rlmanrique in #98
• Replace add by assign and update README by @jfrancoa in #109

New Contributors

• @sebneira made their first contribution in #103
• @rthiiyer82 made their first contribution in #101
• @cclauss made their first contribution in #104
• @Dabz made their first contribution in #107

Full Changelog: v3.0.2...v3.1.0