Ask your data.
Keep the answer.
An open-source, local-first AI data workspace. A team of agents queries your files and databases, then returns SQL, charts, and reproducible notebooks — powered by the model you choose.
uv tool install kontext-studio
pip install kontext-studio
Requires Python 3.12+ · macOS, Linux, Windows
Data sources
LLM Providers
Local by default. Remote only when you choose.
Kontext Studio runs as a local workspace. Projects, files, chats, query results, and model credentials stay in a directory you control.
When you use a cloud model, the prompt and the context needed to answer it go to that provider. Choose a local model with Ollama or LM Studio to keep prompts on your machine. No analytics or telemetry are collected by default.
Workspace on disk
Projects, files, and results live in one directory.
No telemetry
No analytics are collected by default.
Your model
Use a local model to keep prompts on your machine.
From question to answer you can keep.
A team of agents
A coordinator routes each request to SQL, chart, notebook, and Python specialists. Every tool call stays visible, so you can check how an answer was produced.
Ground answers in Knowledge
Curate metrics, entities, joins, and golden queries as concepts the agent can cite, and review its proposals.
Connect your sources
Start with files and the managed lakehouse, then add PostgreSQL, MySQL, DuckDB, or SQLite.
Query your lakehouse
Imported files and generated artifacts are registered in a managed Iceberg lakehouse that is ready without credentials.
Explore the lakehouseChoose your model
Run local models with Ollama or LM Studio, or connect OpenAI, Anthropic, Gemini, and Bedrock.
See providersHow it works
Three steps from your data to analysis you can reopen and share.
Connect
Start with your files, the managed lakehouse, and the databases you already run.
Connect dataAnalyze
Ask in plain language and let the agent team write SQL, build charts, and draft notebooks.
See notebooksKeep
Save the SQL, charts, and notebooks the agents produce, with results stored in the document.
See outputsReady to ask your first question?
Install Kontext Studio, connect a source, and ask in plain language. Everything runs on your machine.
Latest Updates
Product changes, release notes, and practical guides.
Introducing Kontext Studio: An Open-Source, Local-First AI Data Workspace
Kontext Studio is now open source. Ask your data in plain language, get SQL, charts, and reproducible notebooks, and keep everything on your own machine.