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align=\"center\"\u003e\n\u003cimg alt=\"Logo\" src=\"https://res.cloudinary.com/do5hrgokq/image/upload/v1764493013/github_banner_zp5l2o.png\" width=\"1000\"\u003e\n\u003c/p\u003e\n\u003cp align=\"center\"\u003e\n\u003ca href=\"https://join.slack.com/t/elementary-community/shared_invite/zt-uehfrq2f-zXeVTtXrjYRbdE_V6xq4Rg\"\u003e\u003cimg src=\"https://img.shields.io/badge/join-Slack-ff69b4\"/\u003e\u003c/a\u003e\n\u003ca href=\"https://docs.elementary-data.com/oss/quickstart/quickstart-cli-package\"\u003e\u003cimg src=\"https://img.shields.io/badge/docs-quickstart-orange\"/\u003e\u003c/a\u003e\n\u003cimg alt=\"License\" src=\"https://img.shields.io/badge/license-Apache--2.0-ff69b4\"/\u003e\n\u003cimg alt=\"Downloads\" src=\"https://static.pepy.tech/personalized-badge/elementary-data?period=month\u0026units=international_system\u0026left_color=grey\u0026right_color=orange\"\u0026left_text=Downloads/\u003e\n\u003c/p\u003e\n\n\u003ch2 align=\"center\"\u003e\nElementary OSS: dbt-native data observability\n\u003c/h2\u003e\n\n\u003cdiv align=\"center\"\u003e\n\n[Docs »](https://docs.elementary-data.com/) | [Join the Elementary Community »](https://www.elementary-data.com/community)\n\n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003e\n  ⭐️ Star the repo \u003ca href=\"https://github.com/elementary-data/elementary/stargazers\"\u003e\u003cimg src=\"static/star_github.png\" width=\"45\"/\u003e\u003c/a\u003e \n\u003c/div\u003e\n\u003c/br\u003e\n\n**Built by the [Elementary](https://www.elementary-data.com) team, helping you deliver trusted data in the AI era.**\n\nElementary OSS is the open-source CLI for dbt-native data observability. It works with the [Elementary dbt package](https://github.com/elementary-data/dbt-data-reliability) to generate the basic Elementary observability report and send alerts to Slack and Microsoft Teams.\n\nFor teams that need data reliability at scale, we offer **[Elementary Cloud](https://www.elementary-data.com/)**, a full Data \u0026 AI Control Plane with automated ML monitoring, column-level lineage from source to BI, a built-in catalog, and AI agents that scale reliability workflows for both engineers and business users.\n\n![Demo](static/newreadmedemo.gif)\n\n## How It Works\n\nElementary OSS connects to your warehouse and reads the metadata, artifacts, and test results collected by the Elementary dbt package.  \nWith this information, it can:\n\n- Generate a data observability report\n- Surface anomalies and failed tests\n- Send alerts to Slack and Teams\n- Track model and test performance trends\n\n## Quickstart\n\nFollow the quickstart guide to install and configure the Elementary dbt package and CLI:\n\n👉 https://docs.elementary-data.com/oss/quickstart\n\n## Features\n\n- **Anomaly detection tests** - Collect data quality metrics and detect anomalies, as native dbt tests.\n- **Automated monitors** - Out-of-the-box cloud monitors to detect freshness, volume and schema issues.\n- **End-to-End Data Lineage** - Enriched with the latest test results, for impact and root cause analysis of data issues. Elementary Cloud offers **Column-Level-Lineage from ingestion to BI**.\n- **Data quality dashboard** - Single interface for all your data monitoring and test results.\n- **Models performance** - Monitor models and jobs run results and performance over time.\n- **Configuration-as-code** - Elementary configuration is managed in your dbt code.\n- **Alerts** - Actionable alerts including custom channels and tagging of owners.\n- **Data catalog** - Explore your datasets information - descriptions, columns, datasets health, etc.\n- **dbt artifacts uploader** - Save metadata and run results as part of your dbt runs.\n- **AI-Powered Data Tests \u0026 Unstructured Data Validations** - Validate and monitor data using AI powered tests to validate both structured and unstructured data\n\n## Support\n\nFor additional information and help:\n\n- [Join thousands of users in the Slack community](https://www.elementary-data.com/community) \\(Release announcements, community and AI support, discussions, etc.\\)\n- [Open a GitHub issue](https://github.com/elementary-data/elementary/issues) \\(Bug reports, feature requests)\n- Check out the [contributions guide](./CONTRIBUTING.md) and [open issues](https://github.com/elementary-data/elementary/issues).\n\n##\n\n**Elementary contributors: ✨**\n\n[//]: contributor-faces\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --\u003e\n\u003c!-- prettier-ignore-start --\u003e\n\u003c!-- markdownlint-disable --\u003e\n\u003ca href=\"https://github.com/oravi\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/4517234?v=4\" width=\"50\" height=\"50\" alt=\"\"/\u003e\u003c/a\u003e \n\u003ca href=\"https://github.com/elongl\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/30181361?v=4\" width=\"50\" height=\"50\" alt=\"\"/\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/Maayan-s\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/22072028?v=4\" width=\"50\" height=\"50\" 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href=\"https://github.com/tlangton3\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/155970791?v=4\" width=\"50\" height=\"50\" alt=\"\"/\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/SoloJ\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/7585392?v=4\" width=\"50\" height=\"50\" alt=\"\"/\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/StevenReitsma\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/4895139?v=4\" width=\"50\" height=\"50\" alt=\"\"/\u003e\u003c/a\u003e\n\n\n\u003c!-- markdownlint-restore --\u003e\n\u003c!-- prettier-ignore-end --\u003e\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:END --\u003e\n","funding_links":[],"categories":["HTML","Projects by main language","data-analysis","Data Quality","Frameworks and Libraries","Table of Contents","Uncategorized","GenAI Readiness Features"],"sub_categories":["html","Open Source","Frameworks and Libraries","Uncategorized","Data Quality, Observability \u0026 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