base on The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart: # Metabase [Metabase](https://www.metabase.com) is the easy, open-source way for everyone in your company to ask questions and learn from data.  [](https://github.com/metabase/metabase/releases) [](https://codecov.io/gh/metabase/metabase)  ## Get started The easiest way to get started with Metabase is to sign up for a free trial of [Metabase Cloud](https://store.metabase.com/checkout). You get expert support, backups, upgrades, an SMTP server, SSL certificate, SoC2 Type 2 security auditing, and more (plus your money goes toward improving a major open-source project). Check out our quick overview of [cloud vs self-hosting](https://www.metabase.com/docs/latest/cloud/cloud-vs-self-hosting). If you need to, you can always switch to [self-hosting](https://www.metabase.com/docs/latest/installation-and-operation/installing-metabase) Metabase at any time (or vice versa). ## Key Features - [Set up in five minutes](https://www.metabase.com/docs/latest/configuring-metabase/setting-up-metabase) (we're not kidding), or have us [host Metabase for you](https://www.metabase.com/cloud/) so you don't even need to think about it. - Let anyone on your team [ask questions](https://www.metabase.com/docs/latest/questions/introduction) without knowing SQL. - Use the [SQL editor](https://www.metabase.com/docs/latest/questions/native-editor/writing-sql) for more complex queries. - Ask AI: [Metabot](https://www.metabase.com/docs/latest/ai/metabot) gives you answers you can trust, helps you write queries, and more. Or build your own [AI agent](https://www.metabase.com/docs/latest/ai/agent-api) to query your data. - Build handsome, interactive [dashboards](https://www.metabase.com/docs/latest/dashboards/introduction) with filters, auto-refresh, fullscreen, custom click behavior, and more. - Use [documents](https://www.metabase.com/docs/latest/documents/introduction) for long-form data analysis, and invite people to comment. - [Transform](https://www.metabase.com/docs/latest/data-studio/transforms/transforms-overview) raw data into analytics-ready tables, track down broken dependencies, and define canonical metrics in Metabase's [Data Studio](https://www.metabase.com/docs/latest/data-studio/overview). - Set up [alerts on your data](https://www.metabase.com/docs/latest/questions/alerts), or schedule [dashboard subscriptions](https://www.metabase.com/docs/latest/dashboards/subscriptions) to email, Slack, or even a webhook. - Curate content in a [Library](https://www.metabase.com/docs/latest/data-studio/library), and [version your work with Git](https://www.metabase.com/docs/latest/installation-and-operation/remote-sync). - [Embed Metabase in your app](https://www.metabase.com/docs/latest/embedding/introduction), with components for charts, dashboards, data browser, AI chat, and more. You can even put [an entire Metabase](https://www.metabase.com/docs/latest/embedding/interactive-embedding) in your app. - Set granular [permissions](https://www.metabase.com/docs/latest/permissions/introduction) that work for both internal teams and embedded analytics, whether you co-locate your customer data, or give each customer their own database. - Dark mode, content translations, and way more stuff than we can list here. Take a [tour of Metabase](https://www.metabase.com/learn/metabase-basics/overview/tour-of-metabase). ## Supported databases - [Officially supported databases](./docs/databases/connecting.md#connecting-to-supported-databases) - [Community drivers](./docs/developers-guide/community-drivers.md) ## Installation Metabase can be run just about anywhere. Check out our [Installation Guides](https://www.metabase.com/docs/latest/installation-and-operation/installing-metabase). ## Documentation The [Metabase handbook](https://www.metabase.com/docs/latest/). ## Contributing To contribute to Metabase, see our [Developer docs](./docs/developers-guide/start.md). ## Extending Metabase Hit our API to integrate analytics. Check out our guide, [Working with the Metabase API](https://www.metabase.com/learn/metabase-basics/administration/administration-and-operation/metabase-api). ## Internationalization We want Metabase to be available in as many languages as possible. See which translations are available and help contribute to internationalization using our project over at [Crowdin](https://crowdin.com/project/metabase-i18n). You can also check out our [policies on translations](https://www.metabase.com/docs/latest/administration-guide/localization.html). ## Security Disclosure See [SECURITY.md](./SECURITY.md) for details. ## License This repository contains the source code for both the Open Source edition of Metabase, released under the AGPL, as well as the [commercial editions of Metabase](https://www.metabase.com/pricing/), which are released under the Metabase Commercial Software License. See [LICENSE.txt](./LICENSE.txt) for details. Unless otherwise noted, all files © 2026 Metabase, Inc. ## Community - [Discourse](https://discourse.metabase.com/) - [Twitter](https://x.com/metabase) - [LinkedIn](https://www.linkedin.com/company/metabase/) - [YouTube](https://www.youtube.com/@metabasedata) - [Reddit](https://www.reddit.com/r/Metabase/) ## Metabase Experts If you’d like more technical resources to set up your data stack with Metabase, connect with a [Metabase Expert](https://www.metabase.com/partners/?utm_source=readme&utm_medium=metabase-expetrs&utm_campaign=readme). ", Assign "at most 3 tags" to the expected json: {"id":"2199","tags":[]} "only from the tags list I provide: [{"id":39,"name":"3d-generation","display_name":"3D generation","slug":"3d-generation"},{"id":3,"name":"ai-agent","display_name":"AI agent","slug":"ai-agent"},{"id":8,"name":"ai-coding","display_name":"AI coding assistant","slug":"ai-coding"},{"id":5,"name":"ai-image","display_name":"AI image generation","slug":"ai-image"},{"id":9,"name":"ai-infrastructure","display_name":"AI infrastructure","slug":"ai-infrastructure"},{"id":10,"name":"ai-memory","display_name":"AI memory","slug":"ai-memory"},{"id":11,"name":"ai-skills","display_name":"AI skills","slug":"ai-skills"},{"id":12,"name":"ai-translation","display_name":"AI translation","slug":"ai-translation"},{"id":6,"name":"ai-video","display_name":"AI video generation","slug":"ai-video"},{"id":4,"name":"ai-voice","display_name":"AI voice","slug":"ai-voice"},{"id":7,"name":"ai-workflow","display_name":"AI workflow","slug":"ai-workflow"},{"id":22,"name":"audio-processing","display_name":"Audio processing","slug":"audio-processing"},{"id":29,"name":"authentication","display_name":"Authentication","slug":"authentication"},{"id":51,"name":"bundler","display_name":"Bundler","slug":"bundler"},{"id":41,"name":"chatbot","display_name":"Chatbot","slug":"chatbot"},{"id":27,"name":"cloud-native","display_name":"Cloud native","slug":"cloud-native"},{"id":1,"name":"computer-vision","display_name":"Computer vision","slug":"computer-vision"},{"id":37,"name":"crypto-trading","display_name":"Crypto trading","slug":"crypto-trading"},{"id":57,"name":"curated-list","display_name":"Curated list","slug":"curated-list"},{"id":54,"name":"data-streaming","display_name":"Data streaming","slug":"data-streaming"},{"id":35,"name":"data-visualization","display_name":"Data visualization","slug":"data-visualization"},{"id":16,"name":"database-backup","display_name":"Database backup","slug":"database-backup"},{"id":49,"name":"design-system","display_name":"Design system","slug":"design-system"},{"id":38,"name":"digital-human","display_name":"Digital human","slug":"digital-human"},{"id":34,"name":"document-processing","display_name":"Document processing","slug":"document-processing"},{"id":44,"name":"ecommerce","display_name":"E-commerce","slug":"ecommerce"},{"id":45,"name":"emulator","display_name":"Emulator","slug":"emulator"},{"id":46,"name":"file-management","display_name":"File management","slug":"file-management"},{"id":32,"name":"fintech","display_name":"Fintech","slug":"fintech"},{"id":31,"name":"game-development","display_name":"Game development","slug":"game-development"},{"id":24,"name":"headless-browser","display_name":"Headless browser","slug":"headless-browser"},{"id":52,"name":"headless-cms","display_name":"Headless CMS","slug":"headless-cms"},{"id":36,"name":"home-automation","display_name":"Home automation","slug":"home-automation"},{"id":20,"name":"image-editing","display_name":"Image editing","slug":"image-editing"},{"id":28,"name":"iot","display_name":"IoT","slug":"iot"},{"id":13,"name":"local-llm","display_name":"Local LLM","slug":"local-llm"},{"id":17,"name":"mcp","display_name":"MCP","slug":"mcp"},{"id":47,"name":"monitoring","display_name":"Monitoring","slug":"monitoring"},{"id":2,"name":"nlp","display_name":"NLP","slug":"nlp"},{"id":26,"name":"observability","display_name":"Observability","slug":"observability"},{"id":40,"name":"pentesting","display_name":"Pentesting","slug":"pentesting"},{"id":48,"name":"programming-examples","display_name":"Programming examples","slug":"programming-examples"},{"id":42,"name":"proxy","display_name":"Proxy","slug":"proxy"},{"id":14,"name":"rag","display_name":"RAG","slug":"rag"},{"id":56,"name":"resume-building","display_name":"Resume building","slug":"resume-building"},{"id":33,"name":"robotics","display_name":"Robotics","slug":"robotics"},{"id":30,"name":"search","display_name":"Search","slug":"search"},{"id":43,"name":"self-hosted","display_name":"Self-hosted","slug":"self-hosted"},{"id":50,"name":"static-analysis","display_name":"Static analysis","slug":"static-analysis"},{"id":18,"name":"synthetic-data","display_name":"Synthetic data","slug":"synthetic-data"},{"id":19,"name":"text-to-speech","display_name":"Text to speech","slug":"text-to-speech"},{"id":53,"name":"ui-components","display_name":"UI components","slug":"ui-components"},{"id":15,"name":"vector-database","display_name":"Vector database","slug":"vector-database"},{"id":21,"name":"video-editing","display_name":"Video editing","slug":"video-editing"},{"id":25,"name":"web-scraping","display_name":"Web scraping","slug":"web-scraping"},{"id":55,"name":"webassembly","display_name":"WebAssembly","slug":"webassembly"},{"id":23,"name":"workflow-automation","display_name":"Workflow automation","slug":"workflow-automation"}]" returns me the "expected json"