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align=\"center\">\n  <picture>\n    <!-- <source srcset=\"https://ladybugdb.com/img/lbug-logo-dark.png\" media=\"(prefers-color-scheme: dark)\"> -->\n    <img src=\"https://ladybugdb.com/logo.png\" height=\"100\" alt=\"Ladybug Logo\">\n  </picture>\n</div>\n\n<br>\n\n<p align=\"center\">\n  <a href=\"https://github.com/LadybugDB/ladybug/actions\">\n    <img src=\"https://github.com/LadybugDB/ladybug/actions/workflows/ci-workflow.yml/badge.svg?branch=master\" alt=\"Github Actions Badge\"></a>\n  <a href=\"https://discord.com/invite/hXyHmvW3Vy\">\n    <img src=\"https://img.shields.io/discord/1162999022819225631?logo=discord\" alt=\"discord\" /></a>\n  <a href=\"https://twitter.com/lbugdb\">\n    <img src=\"https://img.shields.io/badge/follow-@lbugdb-1DA1F2?logo=twitter\" alt=\"twitter\"></a>\n</p>\n\n# Ladybug\nLadybug is an embedded graph database built for query speed and scalability. Ladybug is optimized for handling complex analytical workloads\non very large databases and provides a set of retrieval features, such as a full text search and vector indices. Our core feature set includes:\n\n- Flexible Property Graph Data Model and Cypher query language\n- Embeddable, serverless integration into applications\n- Native full text search and vector index\n- Columnar disk-based storage\n- Columnar sparse row-based (CSR) adjacency list/join indices\n- Vectorized and factorized query processor\n- Novel and very fast join algorithms\n- Multi-core query parallelism\n- Serializable ACID transactions\n- Wasm (WebAssembly) bindings for fast, secure execution in the browser\n\nLadybug is being developed by [LadybugDB Developers](https://github.com/LadybugDB) and\nis available under a permissive license. So try it out and help us make it better! We welcome your feedback and feature requests.\n\nThe database was formerly known as [Kuzu](https://github.com/kuzudb/kuzu).\n\n## Installation\n\n| Language | Installation                                                           |\n| -------- |------------------------------------------------------------------------|\n| Python   | `pip install ladybug`                                             |\n| NodeJS   | `npm install @ladybugdb/core`                                            |\n| Rust     | `cargo add lbug`                                                       |\n| Go       | `go get github.com/LadybugDB/go-ladybug`                                     |\n| Swift    | [lbug-swift](https://github.com/LadybugDB/swift-ladybug)                     |\n| Java     | [Maven Central](https://central.sonatype.com/artifact/com.ladybugdb/lbug) |\n| C/C++    | [precompiled binaries](https://github.com/LadybugDB/ladybug/releases/latest) |\n| CLI      | [precompiled binaries](https://github.com/LadybugDB/ladybug/releases/latest) |\n\nTo learn more about installation, see our [Installation](https://docs.ladybugdb.com/installation) page.\n\n## Getting Started\n\nRefer to our [Getting Started](https://docs.ladybugdb.com/get-started/) page for your first example.\n\n## Build from Source\n\nYou can build from source using the instructions provided in the [developer guide](https://docs.ladybugdb.com/developer-guide/).\n\n## Contributing\nWe welcome contributions to Ladybug. If you are interested in contributing to Ladybug, please read our [Contributing Guide](CONTRIBUTING.md).\n\n## License\nBy contributing to Ladybug, you agree that your contributions will be licensed under the [MIT License](LICENSE).\n\n## Contact\nYou can contact us at [social@ladybugdb.com](mailto:social@ladybugdb.com) or [join our Discord community](https://discord.com/invite/hXyHmvW3Vy).","users":{}}