lancedb / lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

Date Created 2022-07-07 (2 years ago)

Commits 2,095 (last one 3 days ago)

Stargazers 4,071 (18 this week)

Watchers 43 (0 this week)

Forks 237

License apache-2.0

Ranking

RepositoryStats indexes 598,732 repositories, of these lancedb/lance is ranked #12,055 (98th percentile) for total stargazers, and #49,602 for total watchers. Github reports the primary language for this repository as Rust, for repositories using this language it is ranked #351/17,243.

lancedb/lance is also tagged with popular topics, for these it's ranked: python (#857/22396), deep-learning (#393/8543), machine-learning (#433/8091), rust (#278/7361), computer-vision (#114/3150), data-science (#151/2147), data-analysis (#49/676), llms (#34/551), mlops (#42/422), embeddings (#12/344), data-analytics (#6/133)

Other Information

lancedb/lance has 56 open pull requests on Github, 1,885 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 494 open issues and 629 closed issues.

There have been 221 releases, the latest one was published on 2024-12-23 (7 days ago) with the name v0.21.0.

Homepage URL: https://lancedb.github.io/lance/

All Topics

llms rust mlops duckdb python dataops embeddings data-format apache-arrow data-centric data-science data-analysis deep-learning data-analytics computer-vision machine-learning

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

2,095 commits on the default branch (main) since jan '22

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

The primary language is Rust but there's also others...

updated: 2024-12-30 @ 09:17pm, id: 511691380 / R_kgDOHn_KdA