About DB-GPT
DB-GPT is an open-source AI data assistant for the next generation of products that combine AI and data. It connects to databases, CSV and Excel files, data warehouses and knowledge bases, then lets people ask questions in natural language while the AI writes SQL and code to answer them.
Beyond question answering, it supports agentic data analysis: planning a task, breaking it into steps, calling tools and finishing the analysis end to end. It can run Python and code-driven workflows, load reusable skills for domain-specific tasks, and generate charts, dashboards, HTML reports and summaries. Tasks run in sandboxed environments for safety. Beyond the assistant, it serves as a platform for building AI-native data agents and applications with its AWEL workflow language, retrieval-augmented generation and multi-model support, with topics naming models such as DeepSeek and Vicuna.
It is written in Python and licensed under MIT, with documentation, a community and a research paper. Privacy and security are highlighted in the topics, and it can run on your own infrastructure with local models. It suits data teams that want natural-language access to databases while keeping data in-house.
Key features
- Natural-language questions answered with generated SQL
- Connects to databases, spreadsheets and warehouses
- Agentic multi-step analysis workflows
- Sandboxed code and skill execution
- Chart, dashboard and report generation
- AWEL, RAG and multi-model support
Good fit for
- →Letting analysts query databases in plain language
- →Automated reporting from CSV and Excel data
- →Building private data agents
- Built with
- Python
- Tags
- ai
- text-to-sql
- data-assistant
- llm
- rag
- agents
- python
- database
- self-hosted
DB-GPT: questions and answers
- What is DB-GPT used for?
- DB-GPT is an open-source agentic AI data assistant that connects to databases and files, writes SQL and code from natural language, and produces charts, reports and insights. It is a good fit for letting analysts query databases in plain language, automated reporting from CSV and Excel data, and building private data agents.
- Is DB-GPT open source?
- Yes. DB-GPT is open source under the MIT licence. Its source code is on GitHub at eosphoros-ai/DB-GPT and is written mainly in Python.
- Is DB-GPT free?
- Yes. DB-GPT is open source, so the software itself is free to use.
- Can I self-host DB-GPT?
- Yes. DB-GPT can be self-hosted on your own server or infrastructure; there is no official hosted version.
- What is DB-GPT an alternative to?
- DB-GPT is an open-source alternative to Julius AI, ThoughtSpot, Tellius and Akkio. Other open-source alternatives to Julius AI include Nao, DeepAnalyze and Pretzel.
- Is DB-GPT actively maintained?
- Yes. The most recent commit to DB-GPT was on 29 September 2026, and the latest release is v0.8.2, published on 26 August 2026. The project has 20k stars on GitHub.
Open-source alternatives to DB-GPT
See all
Nao
BI & Dashboards
👾 nao is an open source analytics agent. (1) Create context with nao-core cli, (2) deploy
OSSvs ThoughtSpot★ 1.7k
DeepAnalyze
AI Tools
DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师,自动分析大量数据,一键生
MITvs Julius AI★ 4.7k
Pretzel
Analytics
The modern replacement for Jupyter Notebooks
OSSvs Hex★ 2.2k
Frappe Insights
BI & Dashboards
Open Source Business Intelligence Tool
AGPL-3.0vs Tableau★ 1k
Superset
BI & Dashboards
Apache Superset is a Data Visualization and Data Exploration Platform
Apache-2.0vs Tableau★ 75k
Orange
Analytics
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
OSSvs IBM SPSS Statistics★ 5.7k
SaaS alternatives to DB-GPT
See all
Julius AI
AI Tools
Ask questions of spreadsheets and data files and get charts and analysis back
SaaS
ThoughtSpot
BI & Dashboards
Search and AI-driven analytics for exploring business data in plain language
SaaS
Tellius
BI & Dashboards
AI-driven analytics platform with natural language search and automated insights
SaaS
Akkio
BI & Dashboards
No-code predictive analytics and generative BI platform
SaaS
AI Dashboard Gen
BI & Dashboards
Generates interactive dashboards from your data with AI
SaaS
Advantora Insights
BI & Dashboards
AI data analysis for Excel, CSV and PDF files that exports PDF reports and PowerPoint decks
SaaS

