DB-GPT
open-source agentic AI data assistant for the next generation of AI + Data products. observed · 2026-10-13
Health v2 · maintenance only
91/100
- Activity 99
- Release rhythm 80
- Longevity 91
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 44
- age_days: 1286
- days_rel: 55
- days_push: 9
- n_releases_24m: 12
Adoption not part of the score
20127 stars · 2964 forks observed · 2026-10-13
What it is AI-extracted, prompt v1, taxonomy v1, 2026-10-19, confidence 0.97
DB-GPT is an open‑source agentic AI data assistant that connects to databases, files and knowledge bases, then generates SQL, code and visual reports. It provides a CLI, web UI and extensible skill system for building autonomous data workflows.
Use cases
- Generate SQL queries from natural‑language questions
- Analyze CSV or Excel files with AI‑driven metrics and visualizations
- Build autonomous agents that orchestrate multi‑step data pipelines
- Create interactive dashboards and HTML reports from database queries
- Run Python or code snippets in a sandboxed environment for safe processing
- Perform retrieval‑augmented generation over documents and knowledge bases
- Orchestrate complex data workflows using the AWEL workflow language
When to choose
- You need an AI‑powered assistant that can write SQL and code automatically
- Your project requires multi‑source data access (databases, spreadsheets, documents)
- You want to build custom, reusable AI agents or skills for data tasks
- You prefer a self‑hosted, open‑source solution with extensible plugins
When to avoid
- You only need simple static SQL queries without AI assistance
- You lack the compute resources for running large language models locally
- You require a fully managed commercial BI platform with dedicated support
- Your environment does not allow installation of Python or Docker containers
Facets
application · maturity active
agent-framework rag cli http-server database-driver data-science artificial-intelligence databases web-development machine-learning windows cloud cli sql-generation data-analysis knowledge-base sandboxed-execution multi-model open-source data-engineering linux macos docker web-server
10 sources
- readme: https://github.com/eosphoros-ai/DB-GPT · fetched 2026-10-13 · e9856efbb23e
- homepage: http://docs.dbgpt.cn · fetched 2026-10-05 · 1065d909c200
- site_page: http://docs.dbgpt.cn/docs/overview · fetched 2026-10-05 · e3815b3c8254
- site_page: http://docs.dbgpt.cn/docs/next/overview · fetched 2026-10-05 · ed03e3cf3471
- site_page: http://docs.dbgpt.cn/docs/v0.8.0/overview · fetched 2026-10-05 · 7c3f81c25200
- site_page: http://docs.dbgpt.cn/docs/use_cases · fetched 2026-10-05 · dc3a4c2b3c23
- site_page: http://docs.dbgpt.cn/docs/getting-started/deploy/source-code · fetched 2026-10-05 · 085ead6979dd
- site_page: http://docs.dbgpt.cn/docs/getting-started/cli-quickstart · fetched 2026-10-05 · 246b1bd77f08
- site_page: http://docs.dbgpt.cn/docs/installation/docker · fetched 2026-10-05 · c1df8716be22
- site_page: http://docs.dbgpt.cn/docs/installation · fetched 2026-10-05 · 683f6adac1ce
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| eosphoros-ai/DB-GPT | main | 91 |
| eosphoros-ai/DB-GPT-Hub | sdk | 30 |
| eosphoros-ai/DB-GPT-Web | frontend | 20 |
| eosphoros-ai/DB-GPT-Plugins | plugin | 30 |
For agents
markdown · JSON · MCP: product_card(name="eosphoros-ai/DB-GPT")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem