Highly scalable, extremely fast, easy-to-use embeddable graph database

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  • License: MIT
  • Tags graph , database
  • Requires: Python <3.15, >=3.10
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Project description

Ladybug Logo

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Ladybug

Ladybug is an embedded graph database built for query speed and scalability. Ladybug is optimized for handling complex analytical workloads on very large databases and provides a set of retrieval features, such as a full text search and vector indices. Our core feature set includes:

  • Flexible Property Graph Data Model and Cypher query language
  • Embeddable, serverless integration into applications
  • Native full text search and vector index
  • Columnar disk-based storage
  • Columnar sparse row-based (CSR) adjacency list/join indices
  • Vectorized and factorized query processor
  • Novel and very fast join algorithms
  • Multi-core query parallelism
  • Serializable ACID transactions
  • Wasm (WebAssembly) bindings for fast, secure execution in the browser

Ladybug is being developed by LadybugDB Developers and is available under a permissive license. So try it out and help us make it better! We welcome your feedback and feature requests.

The database was formerly known as Kuzu.

Installation

Language Installation
Python pip install ladybug
NodeJS npm install @ladybugdb/core
Rust cargo add lbug
Go go get github.com/LadybugDB/go-ladybug
Swift lbug-swift
Java Maven Central
C/C++ precompiled binaries
CLI precompiled binaries

To learn more about installation, see our Installation page.

Getting Started

Refer to our Getting Started page for your first example.

Build from Source

You can build from source using the instructions provided in the developer guide.

Contributing

We welcome contributions to Ladybug. If you are interested in contributing to Ladybug, please read our Contributing Guide.

License

By contributing to Ladybug, you agree that your contributions will be licensed under the MIT License.

Contact

You can contact us at social@ladybugdb.com or join our Discord community.

Project details

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  • License: MIT
  • Tags graph , database
  • Requires: Python <3.15, >=3.10
  • Provides-Extra: dev

Release history Release notifications | RSS feed

This version

0.19.0.dev20260713 pre-release

0.19.0.dev20260712 pre-release

0.18.2

0.18.1

0.18.1.dev20260711 pre-release

0.18.1.dev20260710 pre-release

0.18.0

0.18.0.dev20260616 pre-release

0.18.0.dev20260613 pre-release

0.18.0.dev20260612 pre-release

0.18.0.dev20260611 pre-release

0.18.0.dev20260610 pre-release

0.17.1

0.17.0

0.17.0.dev20260601 pre-release

0.17.0.dev20260531 pre-release

0.17.0.dev20260530 pre-release

0.17.0.dev20260529 pre-release

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0.17.0.dev20260519 pre-release

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0.17.0.dev20260514 pre-release

0.16.1

0.16.1.dev20260512 pre-release

0.16.1.dev20260511 pre-release

0.16.0

0.15.4

0.15.3

0.0.2

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The following attestation bundles were made for ladybug-0.19.0.dev20260713-cp310-cp310-macosx_15_0_x86_64.whl:

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