DB-GPT

DB-GPT is an open-source agentic AI data assistant that connects to databases and automates SQL and code execution.

DB-GPT is an open-source agentic AI data assistant designed to change database interactions using private LLM technology. It allows users to connect directly to their data, write SQL and code autonomously, and run skills in secure sandboxed environments. The platform turns data analysis into actionable reports and insights. Key components include multi-model management, retrieval-augmented generation for knowledge bases, and an agentic workflow expression language for orchestration. It is built for developers and organizations seeking to create advanced AI and data products with full control over deployment.

DB-GPT at a glance

Best for: Software engineer, Finance
Runs on: self-hosted, open source, CLI
Pricing: Free
Released: April 2023
Category: AI research tool
Website: docs.dbgpt.cn

Key features

Connect to databases and data platforms
Autonomous SQL and code generation
Sandboxed environments for code execution
Retrieval-augmented generation for knowledge bases
Multi-model management framework
Agentic workflow expression language for orchestration
Reusable skill packages for domain-specific tasks

Use it for

Query databases using natural language
Analyze CSV, Excel, and database data with AI
Build and run agentic workflows visually
Develop autonomous AI agents for data tasks

Alternatives to DB-GPT

FastGPT — It uses hybrid retrieval and auto-cleansed data to prevent hallucinations.
GPT Researcher — Ranked #1 on Carnegie Mellon's DeepResearchGym benchmark for academic research.
pgbot — It gives you plain-English answers and explanations instead of complex database dashboards.
GPT Pilot — Builds production-ready applications by working step-by-step with a human developer.
seekdb — Unifies relational, vector, and text data for production-grade AI agents.
DBX — It combines lightweight size, open-source access, and built-in AI for over one hundred databases.
AgentGPT — It allows users to build and deploy autonomous agents in the browser.
AI2sql — Connects directly to live database schemas to generate accurate, dialect-specific SQL.
Chat2DB — Local-first data processing keeps your database schema private and secure.
Vanna AI — It scales from prototype to multi-tenant production without rewrites.
Oracle — Provides a single entry point for multiple pro AI agents and session management.
AskYourDatabase — Query databases, inspect generated SQL, and build charts using natural language.

All DB-GPT alternatives