{"id":15165118,"url":"https://github.com/databendlabs/databend","last_synced_at":"2026-04-02T00:21:50.019Z","repository":{"id":36950495,"uuid":"302827809","full_name":"databendlabs/databend","owner":"databendlabs","description":"𝗗𝗮𝘁𝗮, 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 \u0026 𝗔𝗜. Modern alternative to Snowflake. 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Built for enterprise AI workloads.\u003c/p\u003e\n\n\u003cdiv align=\"center\"\u003e\n\n\u003ca href=\"https://databend.com/\"\u003e☁️ Try Cloud\u003c/a\u003e •\n\u003ca href=\"#-quick-start\"\u003e🚀 Quick Start\u003c/a\u003e •\n\u003ca href=\"https://docs.databend.com/\"\u003e📖 Documentation\u003c/a\u003e •\n\u003ca href=\"https://link.databend.com/join-slack\"\u003e💬 Slack\u003c/a\u003e\n\n\u003cbr\u003e\u003cbr\u003e\n\n\u003ca href=\"https://github.com/databendlabs/databend/actions/workflows/release.yml\"\u003e\n\u003cimg src=\"https://img.shields.io/github/actions/workflow/status/datafuselabs/databend/release.yml?branch=main\" alt=\"CI Status\" /\u003e\n\u003c/a\u003e\n\u003cimg src=\"https://img.shields.io/badge/Platform-Linux%2C%20macOS%2C%20ARM-green.svg?style=flat\" alt=\"Platform\" /\u003e\n\n\u003c/div\u003e\n\n\u003cbr\u003e\n\n\u003cimg src=\"https://github.com/user-attachments/assets/4c288d5c-9365-44f7-8cde-b2c7ebe15622\" alt=\"databend\" width=\"100%\" /\u003e\n\n## 💡 Why Databend?\n\nDatabend is an open-source enterprise data warehouse built in Rust.\n\n**Core capabilities**: Analytics, vector search, full-text search, auto schema evolution — unified in one engine.\n\n**Agent-ready**: Sandbox UDFs for agent logic, SQL for orchestration, transactions for reliability, branching for safe experimentation on production data.\n\n| | |\n| :--- | :--- |\n| **📊 Core Engine**\u003cbr\u003eAnalytics, vector search, full-text search, auto schema evolution, transactions. | **🤖 Agent-Ready**\u003cbr\u003eSandbox UDF + SQL orchestration. Build and run agents on your enterprise data. |\n| **🏢 Enterprise Scale**\u003cbr\u003eElastic compute, cloud native. S3/Azure/GCS. | **🌿 Branching**\u003cbr\u003eGit-like data versioning. Agents safely operate on production snapshots. |\n\n![Databend Architecture](https://github.com/user-attachments/assets/288dea8d-0243-4c45-8d18-d4d402b08075)\n\n## ⚡ Quick Start\n\n### 1. Cloud (Recommended)\n[Start for free on Databend Cloud](https://docs.databend.com/guides/cloud/) — Production-ready in 60 seconds.\n\n### 2. Local (Python)\nIdeal for development and testing:\n\n```bash\npip install databend\n```\n\n```python\nimport databend\nctx = databend.SessionContext()\nctx.sql(\"SELECT 'Hello, Databend!'\").show()\n```\n\n### 3. Docker\nRun the full warehouse locally:\n\n```bash\ndocker run -p 8000:8000 datafuselabs/databend\n```\n\n## 🤖 Agent-Ready Architecture\n\nDatabend's **Sandbox UDF** enables flexible agent orchestration with a three-layer architecture:\n\n- **Control Plane**: Resource scheduling, permission validation, sandbox lifecycle management\n- **Execution Plane** (Databend): SQL orchestration, issues requests via Arrow Flight\n- **Compute Plane** (Sandbox Workers): Isolated sandboxes running your agent logic\n\n```sql\n-- Define your agent logic\nCREATE FUNCTION my_agent(input STRING) RETURNS STRING\nLANGUAGE python HANDLER = 'run'\nAS $$\ndef run(input):\n    # Your agent logic: LLM calls, tool use, reasoning...\n    return response\n$$;\n\n-- Orchestrate agents with SQL\nSELECT my_agent(question) FROM tasks;\n```\n\n## 🚀 Use Cases\n\n- **AI Agents**: Sandbox UDF + SQL orchestration + branching for safe operations\n- **Analytics \u0026 BI**: Large-scale SQL analytics — [Learn more](https://docs.databend.com/guides/query/sql-analytics)\n- **Search \u0026 RAG**: Vector + full-text search — [Learn more](https://docs.databend.com/guides/query/vector-db)\n\n## 🤝 Community \u0026 Support\n\n- [📖 Documentation](https://docs.databend.com/)\n- [💬 Join Slack](https://link.databend.com/join-slack)\n- [🐛 Issue Tracker](https://github.com/databendlabs/databend/issues)\n- [🗺️ Roadmap](https://github.com/databendlabs/databend/issues/14167)\n\n**Contributors are immortalized in the `system.contributors` table 🏆**\n\n## 📄 License\n\n[Apache 2.0](licenses/Apache-2.0.txt) + [Elastic 2.0](licenses/Elastic.txt) | [Licensing FAQ](https://docs.databend.com/guides/products/dee/license)\n\n---\n\n\u003cdiv align=\"center\"\u003e\n\u003cstrong\u003eEnterprise warehouse, agent ready\u003c/strong\u003e\u003cbr\u003e\n\u003ca href=\"https://databend.com\"\u003e🌐 Website\u003c/a\u003e •\n\u003ca href=\"https://x.com/DatabendLabs\"\u003e🐦 Twitter\u003c/a\u003e\n\u003c/div\u003e","funding_links":[],"categories":["Rust","Recently Updated","Applications","HarmonyOS","bigdata","\u003ca name=\"Rust\"\u003e\u003c/a\u003eRust"],"sub_categories":["[Sep 27, 2024](/content/2024/09/27/README.md)","Database","Windows Manager"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatabendlabs%2Fdatabend","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdatabendlabs%2Fdatabend","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatabendlabs%2Fdatabend/lists"}