lancedb
Vector DatabasesDeveloper-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
Features
- Fast vector search of billions of vectors in milliseconds
- Comprehensive search: vector similarity, full‑text, and SQL
- Multimodal support for text, images, video, point clouds, etc.
- Zero‑copy storage with automatic versioning and GPU‑accelerated indexing
Recent releases
View all 101 releases →
python-v0.35.0-beta.0
Breaking risk
Updates 🎉 New Features, feat, and 🐛 Bug Fixes across a mixed release.
Full changelog
🛠 Breaking Changes
- feat(python)!: align
Permutation.with_format("torch")with HuggingFaceset_format("torch")by @omkar-334 in https://github.com/lancedb/lancedb/pull/3369
🎉 New Features
- feat: add an elastic dataloader as an iterable dataset by @westonpace in https://github.com/lancedb/lancedb/pull/3509
- feat: support date, datetime, bytes, and Decimal literals in expr builder by @lakshjain7 in https://github.com/lancedb/lancedb/pull/3235
- feat(python)!: align
Permutation.with_format("torch")with HuggingFaceset_format("torch")by @omkar-334 in https://github.com/lancedb/lancedb/pull/3369 - feat: add get_lsm_write_spec to read the installed LSM write spec by @hamersaw in https://github.com/lancedb/lancedb/pull/3631
- feat: add Tencent COS and GooseFS object store support via new feature flags by @XuQianJin-Stars in https://github.com/lancedb/lancedb/pull/3526
- feat: expose Lance metrics via OpenTelemetry in Python and Node by @wjones127 in https://github.com/lancedb/lancedb/pull/3609
🐛 Bug Fixes
- fix: handle empty/wrong-length vectors returned by embedding functions by @Spectual in https://github.com/lancedb/lancedb/pull/3192
- fix(python): resolve Ollama embedding serialization error in create_table by @Missing-Identity in https://github.com/lancedb/lancedb/pull/3583
- fix(python): flatten_columns raises when flatten=False by @PranavAchar01 in https://github.com/lancedb/lancedb/pull/3629
- fix: avoid manifest writes for read-only directory namespace opens by @Xuanwo in https://github.com/lancedb/lancedb/pull/3635
🔧 Build and CI
- ci: add CODEOWNERS file for sensitive paths by @octo-patch in https://github.com/lancedb/lancedb/pull/3312
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