base on Embedded property graph database built for speed. Vector search and full-text search built in. Implements Cypher. <div align="center"> <img src="https://kuzudb.com/img/kuzu-logo.png" height="100"> </div> <br> <p align="center"> <a href="https://github.com/kuzudb/kuzu/actions"> <img src="https://github.com/kuzudb/kuzu/actions/workflows/ci-workflow.yml/badge.svg?branch=master" alt="Github Actions Badge"></a> <a href="https://discord.gg/VtX2gw9Rug"> <img src="https://img.shields.io/discord/1196510116388806837?logo=discord" alt="discord" /></a> <a href="https://twitter.com/kuzudb"> <img src="https://img.shields.io/badge/follow-@kuzudb-1DA1F2?logo=twitter" alt="twitter"></a> </p> # Kuzu Kuzu is an embedded graph database built for query speed and scalability. Kuzu 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 Kuzu is being developed by [Kùzu Inc.](https://kuzudb.com/) and is available under a permissible license. So try it out and help us make it better! We welcome your feedback and feature requests. ## Installation | Language | Installation | | -------- |------------------------------------------------------------------------| | Python | `pip install kuzu` | | NodeJS | `npm install kuzu` | | Rust | `cargo add kuzu` | | Go | `go get github.com/kuzudb/go-kuzu` | | Java | [Maven Central](https://central.sonatype.com/artifact/com.kuzudb/kuzu) | | C/C++ | [precompiled binaries](https://github.com/kuzudb/kuzu/releases/latest) | | CLI | [precompiled binaries](https://github.com/kuzudb/kuzu/releases/latest) | To learn more about installation, see our [Installation](https://docs.kuzudb.com/installation) page. ## Getting Started Refer to our [Getting Started](https://docs.kuzudb.com/get-started/) page for your first example. ## Build from Source You can build from source using the instructions provided in the [developer guide](https://docs.kuzudb.com/developer-guide). ## Contributing We welcome contributions to Kuzu. If you are interested in contributing to Kuzu, please read our [Contributing Guide](CONTRIBUTING.md). ## License By contributing to Kuzu, you agree that your contributions will be licensed under the [MIT License](LICENSE). ## Support We provide professional support for using Kuzu, ensuring timely responses and flexible coverage. Please visit [here](https://kuzudb.com/#support) for more information. ## Contact You can contact us at [[email protected]](mailto:[email protected]) or [join our Discord community](https://discord.gg/VtX2gw9Rug). ", Assign "at most 3 tags" to the expected json: {"id":"13370","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"