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GitHub / 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, with more integrations coming..

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lancedb%2Flance

Stars: 3,305
Forks: 169
Open Issues: 330

License: apache-2.0
Language: Rust
Repo Size: 15.2 MB
Dependencies: 103

Created: almost 2 years ago
Updated: 4 days ago
Last pushed: 6 days ago
Last synced: 6 days ago

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

Files
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    Readme
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    Dependencies
    .github/workflows/benchmarks.yml actions
    .github/workflows/build_linux_wheel/action.yml actions
    .github/workflows/build_mac_wheel/action.yml actions
    .github/workflows/build_windows_wheel/action.yml actions
    .github/workflows/bump-version/action.yml actions
    .github/workflows/cargo-publish.yml actions
    .github/workflows/docs.yml actions
    .github/workflows/duckdb.yml actions
    .github/workflows/install_windows_dependencies/action.yml actions
    .github/workflows/make-release-commit.yml actions
    .github/workflows/notebook.yml actions
    .github/workflows/pr-title.yml actions
    .github/workflows/pypi-publish.yml actions
    .github/workflows/python.yml actions
    .github/workflows/run_integtests/action.yml actions
    .github/workflows/run_tests/action.yml actions
    .github/workflows/rust.yml actions
    .github/workflows/upload_wheel/action.yml actions
    integration/duckdb_lance/Cargo.toml cargo
    integration/duckdb_lance/duckdb-ext/Cargo.toml cargo
    python/Cargo.toml cargo
    rust/Cargo.toml cargo
    rust/lance/Cargo.toml cargo
    rust/lance-arrow/Cargo.toml cargo
    rust/lance-linalg/Cargo.toml cargo
    rust/lance-testing/Cargo.toml cargo
    .devcontainer/Dockerfile docker
    docs/requirements.txt pypi
    python/pyproject.toml pypi