base on ClickHouse® is a real-time analytics database management system <div align=center> [![Website](https://img.shields.io/website?up_message=AVAILABLE&down_message=DOWN&url=https%3A%2F%2Fclickhouse.com&style=for-the-badge)](https://clickhouse.com) [![Apache 2.0 License](https://img.shields.io/badge/license-Apache%202.0-blueviolet?style=for-the-badge)](https://www.apache.org/licenses/LICENSE-2.0) <picture align=center> <source media="(prefers-color-scheme: dark)" srcset="https://github.com/ClickHouse/clickhouse-docs/assets/9611008/4ef9c104-2d3f-4646-b186-507358d2fe28"> <source media="(prefers-color-scheme: light)" srcset="https://github.com/ClickHouse/clickhouse-docs/assets/9611008/b001dc7b-5a45-4dcd-9275-e03beb7f9177"> <img alt="The ClickHouse company logo." src="https://github.com/ClickHouse/clickhouse-docs/assets/9611008/b001dc7b-5a45-4dcd-9275-e03beb7f9177"> </picture> <h4>ClickHouse® is an open-source column-oriented database management system that allows generating analytical data reports in real-time.</h4> </div> ## How To Install (Linux, macOS, FreeBSD) ``` curl https://clickhouse.com/ | sh ``` ## Useful Links * [Official website](https://clickhouse.com/) has a quick high-level overview of ClickHouse on the main page. * [ClickHouse Cloud](https://clickhouse.cloud) ClickHouse as a service, built by the creators and maintainers. * [Tutorial](https://clickhouse.com/docs/getting_started/tutorial/) shows how to set up and query a small ClickHouse cluster. * [Documentation](https://clickhouse.com/docs/) provides more in-depth information. * [YouTube channel](https://www.youtube.com/c/ClickHouseDB) has a lot of content about ClickHouse in video format. * [ClickHouse Theater](https://presentations.clickhouse.com/) contains presentations and videos about ClickHouse. * [Slack](https://clickhouse.com/slack) and [Telegram](https://telegram.me/clickhouse_en) allow chatting with ClickHouse users in real-time. * [Blog](https://clickhouse.com/blog/) contains various ClickHouse-related articles, as well as announcements and reports about events. * [Bluesky](https://bsky.app/profile/clickhouse.com) and [X](https://x.com/ClickHouseDB) for short news. * [Code Browser (github.dev)](https://github.dev/ClickHouse/ClickHouse) with syntax highlighting, powered by github.dev. * [Contacts](https://clickhouse.com/company/contact) can help to get your questions answered if there are any. ## Monthly Release & Community Call Join us for the [ClickHouse **26.1** Release Call](https://clickhouse.com/company/events/v26-01-community-release-call) on January 29, 2026. Watch all release presentations and videos at [ClickHouse Theater](https://presentations.clickhouse.com/) and [YouTube Playlist](https://www.youtube.com/playlist?list=PL0Z2YDlm0b3jAlSy1JxyP8zluvXaN3nxU). ## Upcoming Events Keep an eye out for upcoming meetups and events around the world. Somewhere else you want us to be? Please feel free to reach out to tyler `<at>` clickhouse `<dot>` com. You can also peruse [ClickHouse Events](https://clickhouse.com/company/news-events) for a list of all upcoming trainings, meetups, speaking engagements, etc. Upcoming meetups * [Iceberg Meetup Menlo Park](https://luma.com/abggijbh) - January 21st, 2026 * [Data & AI Paris Meetup](https://luma.com/3szhmv9h) - January 22nd, 2026 * [Iceberg Meetup New York](https://luma.com/ifxnj82q) - January 23rd, 2026 * [New York Meetup](https://luma.com/iicnlq41) - January 26th, 2026 * [Singapore Meetup](https://www.meetup.com/clickhouse-singapore-meetup-group/events/312801791/) - January 27th, 2026 * [ClickHouse France Meetup](https://www.meetup.com/clickhouse-france-user-group/events/312295018/) - January 28th, 2026 * [Seoul Meetup](https://www.meetup.com/clickhouse-seoul-user-group/events/312679894/) - January 29th, 2026 * [Iceberg Meetup Brussels](https://luma.com/yx3lhqu9) - January 30th, 2026 * [ClickHouse Dinner at FOSDEM](https://luma.com/czvs584m) - January 31st, 2026 * [ClickHouse Barcelona Meetup](https://www.meetup.com/clickhouse-barcelona-user-group/events/312714616/) - February 5th, 2026 * [ClickHouse London Meetup](https://www.meetup.com/clickhouse-london-user-group/events/312314505/) - February 10th, 2026 * [AI Night San Francisco](https://luma.com/j2ck1sbz)- February 11th, 2026 * [Toronto Meetup](https://luma.com/8p8unbnw) - February 19th, 2026 * [Melbourne Meetup](https://www.meetup.com/clickhouse-melbourne-user-group/events/312871833/) - February 24th, 2026 * [Seattle Meetup](https://luma.com/jsctpwoa) - February 26th, 2026 * [LA Meetup](https://luma.com/wbkqmaqk) - March 6th, 2026 Recent meetups * [Gurgaon/Delhi Meetup](https://www.meetup.com/clickhouse-delhi-user-group/events/312621832/) - January 10th, 2026 * [Tel Aviv Meetup](https://www.meetup.com/clickhouse-meetup-israel/events/311868191) - December 29, 2025 * [Tokyo Meetup](https://www.meetup.com/clickhouse-tokyo-user-group/events/311974739/) - December 15, 2025 * [Jakarta Meetup](https://www.meetup.com/clickhouse-indonesia-user-group/events/311988089/) - December 9, 2025 * [San Francisco Meetup](https://www.meetup.com/clickhouse-silicon-valley-meetup-group/events/312075592) - December 8, 2025 * [New York Meetup](https://www.meetup.com/clickhouse-new-york-user-group/events/312080179/) - December 8, 2025 ## Recent Recordings * **Recent Meetup Videos**: [Meetup Playlist](https://www.youtube.com/playlist?list=PL0Z2YDlm0b3iNDUzpY1S3L_iV4nARda_U) Whenever possible recordings of the ClickHouse Community Meetups are edited and presented as individual talks. ## Interested in joining ClickHouse and making it your full-time job? ClickHouse is a nice DBMS, and it's a good place to work. Check out our **current openings** here: https://clickhouse.com/company/careers Email: [email protected]! ", Assign "at most 3 tags" to the expected json: {"id":"1383","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"