[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-2554":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":22,"archived":23,"fork":23,"defaultBranch":24,"hasWiki":25,"hasPages":23,"topics":26,"createdAt":10,"pushedAt":10,"updatedAt":39,"readmeContent":40,"aiSummary":41,"trendingCount":16,"starSnapshotCount":16,"syncStatus":42,"lastSyncTime":43,"discoverSource":44},2554,"DB-GPT","eosphoros-ai\u002FDB-GPT","eosphoros-ai","open-source agentic AI data assistant for the next generation of AI + Data products.","http:\u002F\u002Fdocs.dbgpt.cn",null,"Python",18971,2739,141,366,0,4,63,255,41,108,"MIT License",false,"main",true,[27,28,29,30,31,32,33,34,35,36,37,38],"agents","bgi","database","deepseek","gpt","gpt-4","hacktoberfest","llm","private","rag","security","vicuna","2026-06-12 04:00:14","# \u003Cimg src=\".\u002Fassets\u002FLOGO_SMALL.png\" alt=\"Logo\" style=\"vertical-align: middle; height: 24px;\" \u002F> DB-GPT: Open-Source Agentic AI Data Assistant\n\n\u003Cp align=\"left\">\n  \u003Cimg src=\".\u002Fassets\u002Fdbgpt_vision.png\" width=\"100%\" \u002F>\n\u003C\u002Fp>\n\n\u003Cdiv align=\"center\">\n  \u003Cp>\n    \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Feosphoros-ai\u002FDB-GPT\">\n        \u003Cimg alt=\"stars\" src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002Feosphoros-ai\u002Fdb-gpt?style=social\" \u002F>\n    \u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Feosphoros-ai\u002FDB-GPT\">\n        \u003Cimg alt=\"forks\" src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fforks\u002Feosphoros-ai\u002Fdb-gpt?style=social\" \u002F>\n    \u003C\u002Fa>\n    \u003Ca href=\"http:\u002F\u002Fdbgpt.cn\u002F\">\n        \u003Cimg alt=\"Official Website\" src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FOfficial%20website-DB--GPT-blue?style=flat&labelColor=3366CC\" \u002F>\n    \u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fopensource.org\u002Flicenses\u002FMIT\">\n      \u003Cimg alt=\"License: MIT\" src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flicense\u002Feosphoros-ai\u002Fdb-gpt?style=flat&labelColor=009966&color=009933\" \u002F>\n    \u003C\u002Fa>\n     \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Feosphoros-ai\u002FDB-GPT\u002Freleases\">\n      \u003Cimg alt=\"Release Notes\" src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fv\u002Frelease\u002Feosphoros-ai\u002Fdb-gpt?style=flat&labelColor=FF9933&color=FF6633\" \u002F>\n    \u003C\u002Fa>\n    \u003Ca 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src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fdynamic\u002Fjson?url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Frelation%2Fstat%3Fvmid%3D3537113070963392&query=data.follower&style=flat&logo=bilibili&logoColor=white&label=Bilibili%20Fans&labelColor=F37697&color=6495ED\" \u002F>\n    \u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fjoin.slack.com\u002Ft\u002Fslack-inu2564\u002Fshared_invite\u002Fzt-29rcnyw2b-N~ubOD9kFc7b7MDOAM1otA\">\n      \u003Cimg alt=\"Slack\" src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FSlack-Join%20us-5d6b98?style=flat&logo=slack&labelColor=7d89b0\" \u002F>\n    \u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fcodespaces.new\u002Feosphoros-ai\u002FDB-GPT\">\n      \u003Cimg alt=\"Open in GitHub Codespaces\" src=\"https:\u002F\u002Fgithub.com\u002Fcodespaces\u002Fbadge.svg\" \u002F>\n    \u003C\u002Fa>\n  \u003C\u002Fp>\n\n\n[![English](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FEnglish-d9d9d9?style=flat-square)](README.md)\n[![简体中文](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F简体中文-d9d9d9?style=flat-square)](README.zh.md)\n[![日本語](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F日本語-d9d9d9?style=flat-square)](README.ja.md) \n\n[**Documents**](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Foverview\u002F) | [**Contact Us**](https:\u002F\u002Fgithub.com\u002Feosphoros-ai\u002FDB-GPT\u002Fblob\u002Fmain\u002FREADME.zh.md#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC) | [**Community**](https:\u002F\u002Fgithub.com\u002Feosphoros-ai\u002Fcommunity) | [**Paper**](https:\u002F\u002Farxiv.org\u002Fpdf\u002F2312.17449.pdf)\n\n\u003C\u002Fdiv>\n\n> **An open-source AI data assistant that connects to your data, writes SQL and code, runs skills in sandboxed environments, and turns analysis into reports, insights, and action.**\n\n![welcome_page](https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Fff9beb32-7db5-487a-bd81-d4489d853ea5)\n\n## What is DB-GPT?\n\nDB-GPT is an open-source **agentic AI data assistant** for the next generation of **AI + Data** products.\n\nIt helps users and teams:\n- connect to **databases, CSV \u002F Excel files, warehouses, and knowledge bases**\n- ask questions in natural language and let AI **write SQL autonomously**\n- run **Python- and code-driven analysis** workflows\n- load and execute reusable **skills** for domain-specific tasks\n- generate **charts, dashboards, HTML reports, and analysis summaries**\n- execute tasks safely in **sandboxed environments**\n\nDB-GPT is also a platform for building **AI-native data agents, workflows, and applications** with agents, AWEL, RAG, and multi-model support.\n\n## Why DB-GPT?\n\n### 1. Agentic data analysis\nPlan tasks, break work into steps, call tools, and complete analysis workflows end to end.\n![csv_data_analysis_demo_en](https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002F4921fa40-20f7-4a9c-b908-c0b4e7caa9d6)\n\n### 2. Autonomous SQL + code execution\nGenerate SQL and code to query data, clean datasets, compute metrics, and produce outputs.\n![agentic_write_code](https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Faeebc2b8-6c50-4ebb-96fd-07b860faa044)\n![sql_query](https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Fda45de20-3768-4f0d-ab20-e939ddf21361)\n\n### 3. Multi-source data access\nWork across structured and unstructured sources, including databases, spreadsheets, documents, and knowledge bases.\n\n![datasource](.\u002Fassets\u002Fdatasources.png)\n\n### 4. Skills-driven extensibility\nPackage domain knowledge, analysis methods, and execution workflows into reusable skills.\n\n\n\n\n\n![import_github_skill](https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002F39f39c36-a014-4a2e-8e14-b3af3f1d2f1c)\n\n### 5. Sandboxed execution\nRun code and tools in isolated environments for safer, more reliable analysis.\n![sandbox](https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Fbfbd78e0-15e2-42ac-876f-5b91847aadc1)\n\n\n\n## What you can do with DB-GPT\n\n- **Analyze CSV \u002F Excel files** and generate visual reports\n- **Connect to databases** and produce profiling reports\n- Ask business questions in natural language and let AI **write SQL automatically**\n- Perform **financial report analysis** with code, charts, and narrative summaries\n- Create and reuse **SQL analysis skills** and domain workflows\n- Combine **code, SQL, retrieval, and tools** in a single agentic workflow\n- Build next-generation **AI + Data assistants** for your team or product\n\n## Product Workflow\n\n### Explore data\nConnect files, databases, and knowledge bases in one workspace.\n\n### Plan and execute\nLet AI reason through the task, write SQL and code, and execute step by step.\n\n### Use skills\nLoad reusable skills for repeatable business analysis workflows.\n\n### Generate reports\nProduce charts, dashboards, HTML reports, and decision-ready outputs.\n\n\n## Quick Start\n\nGet DB-GPT running in minutes with the one-line installer (macOS & Linux):\n\n```bash\ncurl -fsSL https:\u002F\u002Fraw.githubusercontent.com\u002Feosphoros-ai\u002FDB-GPT\u002Fmain\u002Fscripts\u002Finstall\u002Finstall.sh | bash\n```\n\nOr specify a profile and API key directly:\n\n```bash\ncurl -fsSL https:\u002F\u002Fraw.githubusercontent.com\u002Feosphoros-ai\u002FDB-GPT\u002Fmain\u002Fscripts\u002Finstall\u002Finstall.sh \\\n  | OPENAI_API_KEY=sk-xxx bash -s -- --profile openai\n```\n\nFor Kimi 2.5 via Moonshot API:\n\n```bash\ncurl -fsSL https:\u002F\u002Fraw.githubusercontent.com\u002Feosphoros-ai\u002FDB-GPT\u002Fmain\u002Fscripts\u002Finstall\u002Finstall.sh \\\n  | MOONSHOT_API_KEY=sk-xxx bash -s -- --profile kimi\n```\n\nFor MiniMax via the OpenAI-compatible API:\n\n```bash\ncurl -fsSL https:\u002F\u002Fraw.githubusercontent.com\u002Feosphoros-ai\u002FDB-GPT\u002Fmain\u002Fscripts\u002Finstall\u002Finstall.sh \\\n  | MINIMAX_API_KEY=sk-xxx bash -s -- --profile minimax\n```\n\nAlready have a local DB-GPT checkout? Reuse it instead of cloning `~\u002F.dbgpt\u002FDB-GPT`:\n\n```bash\nOPENAI_API_KEY=sk-xxx \\\n  bash scripts\u002Finstall\u002Finstall.sh --profile openai --repo-dir \"$(pwd)\" --yes\n```\n\nOr reuse your local repo with Kimi 2.5:\n\n```bash\nMOONSHOT_API_KEY=sk-xxx \\\n  bash scripts\u002Finstall\u002Finstall.sh --profile kimi --repo-dir \"$(pwd)\" --yes\n```\n\nOr reuse your local repo with MiniMax:\n\n```bash\nMINIMAX_API_KEY=sk-xxx \\\n  bash scripts\u002Finstall\u002Finstall.sh --profile minimax --repo-dir \"$(pwd)\" --yes\n```\n\nAfter installation, start the server with the generated profile config:\n\n```bash\ncd ~\u002F.dbgpt\u002FDB-GPT && uv run dbgpt start webserver --profile \u003Cprofile>\n```\n\nThen open [http:\u002F\u002Flocalhost:5670](http:\u002F\u002Flocalhost:5670).\n\n> **Prefer to review the script first?**\n> ```bash\n> curl -fsSL https:\u002F\u002Fraw.githubusercontent.com\u002Feosphoros-ai\u002FDB-GPT\u002Fmain\u002Fscripts\u002Finstall\u002Finstall.sh -o install.sh\n> less install.sh\n> bash install.sh --profile openai\n> ```\n\n### Install via PyPI\n\nInstall DB-GPT from PyPI and start it with a single command — no source checkout required.\n\n> **Prerequisites:** Python **3.10+** and [uv](https:\u002F\u002Fdocs.astral.sh\u002Fuv\u002Fgetting-started\u002Finstallation\u002F) (recommended) or pip.\n\n**1. Install**\n\n```bash\n# Recommended: use uv\nuv pip install dbgpt-app\n\n# Or with pip\npip install dbgpt-app\n```\n\nThe default installation includes the core framework (CLI, FastAPI, Agent), OpenAI-compatible LLM support, DashScope \u002F Tongyi support, RAG document parsing, and ChromaDB vector store.\n\n**2. Start**\n\n```bash\ndbgpt start\n```\n\nOn first run, an interactive setup wizard will guide you through choosing an LLM provider and entering your API key. Once complete, the web server starts automatically.\n\n**3. Open the Web UI**\n\nVisit [http:\u002F\u002Flocalhost:5670](http:\u002F\u002Flocalhost:5670) — you're all set! 🎉\n\n### Advanced Installation\n\n![Docker](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fdocker-%230db7ed.svg?style=for-the-badge&logo=docker&logoColor=white)\n![Linux](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLinux-FCC624?style=for-the-badge&logo=linux&logoColor=black)\n![macOS](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fmac%20os-000000?style=for-the-badge&logo=macos&logoColor=F0F0F0)\n![Windows](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FWindows-0078D6?style=for-the-badge&logo=windows&logoColor=white)\n\nFor Docker, local GPU models (vLLM, llama.cpp), or manual source-code setup, see the full docs:\n\n- [**Install**](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Finstallation)\n  - [Docker](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Finstallation\u002Fdocker)\n  - [Source Code](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Finstallation\u002Fsourcecode)\n- [**Quickstart**](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Fquickstart)\n- [**Application**](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Foperation_manual)\n  - [Development Guide](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Fcookbook\u002Fapp\u002Fdata_analysis_app_develop)\n  - [App Usage](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Fapplication\u002Fapp_usage)\n  - [AWEL Flow Usage](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Fapplication\u002Fawel_flow_usage)\n- [**Debugging**](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Foperation_manual\u002Fadvanced_tutorial\u002Fdebugging)\n- [**Advanced Usage**](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Fapplication\u002Fadvanced_tutorial\u002Fcli)\n  - [SMMF](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Fapplication\u002Fadvanced_tutorial\u002Fsmmf)\n  - [Finetune](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Fapplication\u002Ffine_tuning_manual\u002Fdbgpt_hub)\n  - [AWEL](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Fawel\u002Ftutorial)\n\n\n## Core Capabilities\n\n### Agentic Analysis\n- task planning\n- step-by-step execution\n- tool use\n- iterative reasoning\n\n### SQL + Code Execution\n- natural language to SQL\n- Python-based analysis and transformation\n- metric calculation\n- chart generation\n\n### Multi-Source Data Access\n- relational databases\n- CSV \u002F Excel\n- documents\n- knowledge bases\n- mixed-source workflows\n\n### Skills and Agents\n- reusable skills\n- domain workflows\n- agent orchestration\n- customizable execution flows\n\n### Reporting and Decision Support\n- database profiling reports\n- financial analysis reports\n- visual reports and dashboards\n- summaries and business insights\n\n### Safe Execution\n- sandboxed code execution\n- controlled tool use\n- reproducible outputs and artifacts\n\n#### Text2SQL Finetune\n\n  |     LLM     |  Supported  | \n  |:-----------:|:-----------:|\n  |    LLaMA    |      ✅     |\n  |   LLaMA-2   |      ✅     | \n  |    BLOOM    |      ✅     | \n  |   BLOOMZ    |      ✅     | \n  |   Falcon    |      ✅     | \n  |  Baichuan   |      ✅     | \n  |  Baichuan2  |      ✅     | \n  |  InternLM   |      ✅     |\n  |    Qwen     |      ✅     | \n  |   XVERSE    |      ✅     | \n  |  ChatGLM2   |      ✅     |\n\n[More Information about Text2SQL finetune](https:\u002F\u002Fgithub.com\u002Feosphoros-ai\u002FDB-GPT-Hub)\n\n### Supported Models\n\n\u003Ctable>\n      \u003Cthead>\n        \u003Ctr>\n          \u003Cth>Provider\u003C\u002Fth>\n          \u003Cth>Supported\u003C\u002Fth>\n          \u003Cth>Models\u003C\u002Fth>\n        \u003C\u002Ftr>\n      \u003C\u002Fthead>\n      \u003Ctbody>\n        \u003Ctr>\n          \u003Ctd align=\"center\" valign=\"middle\">DeepSeek\u003C\u002Ftd>\n          \u003Ctd align=\"center\" valign=\"middle\">✅\u003C\u002Ftd>\n          \u003Ctd>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fdeepseek-ai\u002FDeepSeek-R1-0528\">DeepSeek-R1-0528\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fdeepseek-ai\u002FDeepSeek-V3-0324\">DeepSeek-V3-0324\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fdeepseek-ai\u002FDeepSeek-R1\">DeepSeek-R1\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fdeepseek-ai\u002FDeepSeek-V3\">DeepSeek-V3\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fdeepseek-ai\u002FDeepSeek-R1-Distill-Llama-70B\">DeepSeek-R1-Distill-Llama-70B\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fdeepseek-ai\u002FDeepSeek-R1-Distill-Qwen-32B\">DeepSeek-R1-Distill-Qwen-32B\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fdeepseek-ai\u002FDeepSeek-Coder-V2-Instruct\">DeepSeek-Coder-V2-Instruct\u003C\u002Fa>\u003Cbr\u002F>\n          \u003C\u002Ftd>\n        \u003C\u002Ftr>\n        \u003Ctr>\n          \u003Ctd align=\"center\" valign=\"middle\">Qwen\u003C\u002Ftd>\n          \u003Ctd align=\"center\" valign=\"middle\">✅\u003C\u002Ftd>\n          \u003Ctd>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002FQwen\u002FQwen3-235B-A22B\">Qwen3-235B-A22B\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002FQwen\u002FQwen3-30B-A3B\">Qwen3-30B-A3B\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002FQwen\u002FQwen3-32B\">Qwen3-32B\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002FQwen\u002FQwQ-32B\">QwQ-32B\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002FQwen\u002FQwen2.5-Coder-32B-Instruct\">Qwen2.5-Coder-32B-Instruct\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002FQwen\u002FQwen2.5-Coder-14B-Instruct\">Qwen2.5-Coder-14B-Instruct\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002FQwen\u002FQwen2.5-72B-Instruct\">Qwen2.5-72B-Instruct\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002FQwen\u002FQwen2.5-32B-Instruct\">Qwen2.5-32B-Instruct\u003C\u002Fa>\u003Cbr\u002F>\n          \u003C\u002Ftd>\n        \u003C\u002Ftr>\n        \u003Ctr>\n          \u003Ctd align=\"center\" valign=\"middle\">GLM\u003C\u002Ftd>\n          \u003Ctd align=\"center\" valign=\"middle\">✅\u003C\u002Ftd>\n          \u003Ctd>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002FTHUDM\u002FGLM-Z1-32B-0414\">GLM-Z1-32B-0414\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002FTHUDM\u002FGLM-4-32B-0414\">GLM-4-32B-0414\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002FTHUDM\u002Fglm-4-9b-chat\">Glm-4-9b-chat\u003C\u002Fa>\n          \u003C\u002Ftd>\n        \u003C\u002Ftr>\n        \u003Ctr>\n          \u003Ctd align=\"center\" valign=\"middle\">Llama\u003C\u002Ftd>\n          \u003Ctd align=\"center\" valign=\"middle\">✅\u003C\u002Ftd>\n          \u003Ctd>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fmeta-llama\u002FMeta-Llama-3.1-405B-Instruct\">Meta-Llama-3.1-405B-Instruct\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fmeta-llama\u002FMeta-Llama-3.1-70B-Instruct\">Meta-Llama-3.1-70B-Instruct\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fmeta-llama\u002FMeta-Llama-3.1-8B-Instruct\">Meta-Llama-3.1-8B-Instruct\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fmeta-llama\u002FMeta-Llama-3-70B-Instruct\">Meta-Llama-3-70B-Instruct\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fmeta-llama\u002FMeta-Llama-3-8B-Instruct\">Meta-Llama-3-8B-Instruct\u003C\u002Fa>\n          \u003C\u002Ftd>\n        \u003C\u002Ftr>\n        \u003Ctr>\n          \u003Ctd align=\"center\" valign=\"middle\">Gemma\u003C\u002Ftd>\n          \u003Ctd align=\"center\" valign=\"middle\">✅\u003C\u002Ftd>\n          \u003Ctd>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fgoogle\u002Fgemma-2-27b-it\">gemma-2-27b-it\u003C\u002Fa>\u003Cbr>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fgoogle\u002Fgemma-2-9b-it\">gemma-2-9b-it\u003C\u002Fa>\u003Cbr>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fgoogle\u002Fgemma-7b-it\">gemma-7b-it\u003C\u002Fa>\u003Cbr>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fgoogle\u002Fgemma-2b-it\">gemma-2b-it\u003C\u002Fa>\n          \u003C\u002Ftd>\n        \u003C\u002Ftr>\n        \u003Ctr>\n          \u003Ctd align=\"center\" valign=\"middle\">Yi\u003C\u002Ftd>\n          \u003Ctd align=\"center\" valign=\"middle\">✅\u003C\u002Ftd>\n          \u003Ctd>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002F01-ai\u002FYi-1.5-34B-Chat\">Yi-1.5-34B-Chat\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002F01-ai\u002FYi-1.5-9B-Chat\">Yi-1.5-9B-Chat\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002F01-ai\u002FYi-1.5-6B-Chat\">Yi-1.5-6B-Chat\u003C\u002Fa>\u003Cbr\u002F>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002F01-ai\u002FYi-34B-Chat\">Yi-34B-Chat\u003C\u002Fa>\n          \u003C\u002Ftd>\n        \u003C\u002Ftr>\n        \u003Ctr>\n          \u003Ctd align=\"center\" valign=\"middle\">Starling\u003C\u002Ftd>\n          \u003Ctd align=\"center\" valign=\"middle\">✅\u003C\u002Ftd>\n          \u003Ctd>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002FNexusflow\u002FStarling-LM-7B-beta\">Starling-LM-7B-beta\u003C\u002Fa>\n          \u003C\u002Ftd>\n        \u003C\u002Ftr>\n        \u003Ctr>\n          \u003Ctd align=\"center\" valign=\"middle\">SOLAR\u003C\u002Ftd>\n          \u003Ctd align=\"center\" valign=\"middle\">✅\u003C\u002Ftd>\n          \u003Ctd>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fupstage\u002FSOLAR-10.7B-Instruct-v1.0\">SOLAR-10.7B\u003C\u002Fa>\n          \u003C\u002Ftd>\n        \u003C\u002Ftr>\n        \u003Ctr>\n          \u003Ctd align=\"center\" valign=\"middle\">Mixtral\u003C\u002Ftd>\n          \u003Ctd align=\"center\" valign=\"middle\">✅\u003C\u002Ftd>\n          \u003Ctd>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fmistralai\u002FMixtral-8x7B-Instruct-v0.1\">Mixtral-8x7B\u003C\u002Fa>\n          \u003C\u002Ftd>\n        \u003C\u002Ftr>\n        \u003Ctr>\n          \u003Ctd align=\"center\" valign=\"middle\">Phi\u003C\u002Ftd>\n          \u003Ctd align=\"center\" valign=\"middle\">✅\u003C\u002Ftd>\n          \u003Ctd>\n            🔥🔥🔥  \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fcollections\u002Fmicrosoft\u002Fphi-3-6626e15e9585a200d2d761e3\">Phi-3\u003C\u002Fa>\n          \u003C\u002Ftd>\n        \u003C\u002Ftr>\n      \u003C\u002Ftbody>\n    \u003C\u002Ftable>\n\n  - [More Supported LLMs](http:\u002F\u002Fdocs.dbgpt.site\u002Fdocs\u002Fmodules\u002Fsmmf)\n\n### Privacy and Security\n\nWe protect data privacy and execution safety through private model deployment, proxy desensitization, and sandboxed execution mechanisms.\n\n### Data Sources\n- [Datasources](http:\u002F\u002Fdocs.dbgpt.cn\u002Fdocs\u002Fmodules\u002Fconnections)\n\n## Vision\n\nWe believe the future of data products goes beyond dashboards.\n\nThe next generation of **AI + Data** products will be:\n- **agentic**\n- **multi-source**\n- **skill-driven**\n- **sandboxed**\n- capable of writing **SQL and code**\n- able to turn analysis into **reports, decisions, and action**\n\nDB-GPT aims to help developers and enterprises build that future.\n\n\n## Contribution\n\n- To check detailed guidelines for new contributions, please refer [how to contribute](https:\u002F\u002Fgithub.com\u002Feosphoros-ai\u002FDB-GPT\u002Fblob\u002Fmain\u002FCONTRIBUTING.md)\n\n### Contributors Wall\n\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Feosphoros-ai\u002FDB-GPT\u002Fgraphs\u002Fcontributors\">\n  \u003Cimg src=\"https:\u002F\u002Fcontrib.rocks\u002Fimage?repo=eosphoros-ai\u002FDB-GPT&max=200\" \u002F>\n\u003C\u002Fa>\n\n\n## Licence\nThe MIT License (MIT)\n\n## DISCKAIMER\n- [disckaimer](.\u002FDISCKAIMER.md)\n\n## Citation\nIf you want to understand the overall architecture of DB-GPT, please cite \u003Ca href=\"https:\u002F\u002Farxiv.org\u002Fabs\u002F2312.17449\" target=\"_blank\">Paper\u003C\u002Fa> and \u003Ca href=\"https:\u002F\u002Farxiv.org\u002Fabs\u002F2404.10209\" target=\"_blank\">Paper\u003C\u002Fa>\n\nIf you want to learn about using DB-GPT for Agent development, please cite the \u003Ca href=\"https:\u002F\u002Farxiv.org\u002Fabs\u002F2412.13520\" target=\"_blank\">Paper\u003C\u002Fa>\n```bibtex\n@article{xue2023dbgpt,\n      title={DB-GPT: Empowering Database Interactions with Private Large Language Models}, \n      author={Siqiao Xue and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Danrui Qi and Hong Yi and Shaodong Liu and Faqiang Chen},\n      year={2023},\n      journal={arXiv preprint arXiv:2312.17449},\n      url={https:\u002F\u002Farxiv.org\u002Fabs\u002F2312.17449}\n}\n@misc{huang2024romasrolebasedmultiagentdatabase,\n      title={ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning}, \n      author={Yi Huang and Fangyin Cheng and Fan Zhou and Jiahui Li and Jian Gong and Hongjun Yang and Zhidong Fan and Caigao Jiang and Siqiao Xue and Faqiang Chen},\n      year={2024},\n      eprint={2412.13520},\n      archivePrefix={arXiv},\n      primaryClass={cs.AI},\n      url={https:\u002F\u002Farxiv.org\u002Fabs\u002F2412.13520}, \n}\n@inproceedings{xue2024demonstration,\n      title={Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models}, \n      author={Siqiao Xue and Danrui Qi and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Hong Yi and Shaodong Liu and Hongjun Yang and Faqiang Chen},\n      year={2024},\n      booktitle = \"Proceedings of the VLDB Endowment\",\n      url={https:\u002F\u002Farxiv.org\u002Fabs\u002F2404.10209}\n}\n```\n\n\n## Contact Information\nThanks to everyone who has contributed to DB-GPT! Your ideas, code, comments, and even sharing them at events and on social platforms can make DB-GPT better.\nWe are working on building a community, if you have any ideas for building the community, feel free to contact us.  \n\n- [Github Issues](https:\u002F\u002Fgithub.com\u002Feosphoros-ai\u002FDB-GPT\u002Fissues) ⭐️：For questions about using GB-DPT, see the CONTRIBUTING.  \n- [Github Discussions](https:\u002F\u002Fgithub.com\u002Forgs\u002Feosphoros-ai\u002Fdiscussions) ⭐️：Share your experience or unique apps.  \n- [Twitter](https:\u002F\u002Fx.com\u002FDBGPT_AI) ⭐️：Please feel free to talk to us.  \n\n\n[![Star History Chart](https:\u002F\u002Fapi.star-history.com\u002Fsvg?repos=csunny\u002FDB-GPT&type=Date)](https:\u002F\u002Fstar-history.com\u002F#csunny\u002FDB-GPT)\n","DB-GPT 是一个开源的智能数据助手，旨在为下一代AI+数据产品提供支持。该项目利用GPT-4等先进的大语言模型技术，能够理解并执行复杂的数据库查询任务，同时具备良好的安全性和隐私保护机制。它支持多种数据库类型，并且可以通过自然语言与用户交互，极大地简化了数据处理流程。DB-GPT适用于需要高效、准确地进行数据分析和管理的各种场景，包括但不限于企业级应用开发、科研数据分析等领域。",2,"2026-06-11 02:50:16","top_language"]