Giskard provides open source evaluation and testing tools for LLM agents.
Open source
24 alternativesDB GPT
DB-GPT is an open-source agentic data assistant for AI and data products.
About DB GPT
DB-GPT is an open-source agentic AI data assistant. It connects to databases, CSV and Excel files, warehouses, and knowledge bases, and lets users ask questions in natural language. The assistant can write and run SQL and Python code, load reusable skills for domain-specific tasks, and produce charts, dashboards, HTML reports, and analysis summaries. The source describes running code and tools in sandboxed environments.
The project is also a platform for building AI-native data agents, workflows, and applications. It names agents, AWEL, RAG, and multi-model support as its building blocks. The quick start examples use API keys for model providers such as OpenAI, Moonshot, and MiniMax. Pricing is not stated on the source page.
Key features
- Connects to databases, CSV and Excel files, warehouses, and knowledge bases
- Converts natural-language questions into SQL queries
- Runs Python and code-driven analysis workflows
- Loads and reuses skills for domain-specific analysis tasks
- Generates charts, dashboards, HTML reports, and analysis summaries
- Runs code and tools in sandboxed environments
Best for: Teams that work with databases and spreadsheets and want an open-source assistant for AI-driven data analysis or for building AI data applications.
Good for
- Open source, with source code in a public GitHub repository
- Works across structured and unstructured sources, including databases, spreadsheets, documents, and knowledge bases
- Describes isolated environments for running code and tools
Watch out for
- The quick start examples depend on API keys for external model providers such as OpenAI, Moonshot, or MiniMax
- The one-line installer is listed for macOS and Linux only
DB GPT at a glance
- Category
- AI & Machine Learning › AI Data & Analytics
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 6, 2026 · Online when checked
- Listed
- Oct 5, 2026
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DB GPT FAQ
Which operating systems does the one-line installer support?
The page lists the one-line installer for macOS and Linux.
Do the quick start examples require an API key?
The examples pass an API key for a model provider, such as OPENAI_API_KEY for OpenAI, MOONSHOT_API_KEY for Kimi via Moonshot, or MINIMAX_API_KEY for MiniMax.
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