Self-hostable web data workspace
Databench is a web workspace for people and agents to collaborate across shared chats, files, and SQL/Python notebooks.
Databench by Alkera
An open-source collaborative workspace for data teams
The overview
What is Databench by Alkera?
Databench by Alkera is an open-source workspace for collaborative data science, analytics, and engineering. Teams can work together in notebooks and chats, run code or agents across local and remote machines and GPU nodes, and trace results back to the underlying data and code. Paid Alkera plans add storage and usage capacity.
Around the internet
What people are saying
Public experiences, questions, and discussions.
No discussions collected yet.
Inside the toolkit
Key features
Live shared agent chats
Teammates and an agent share chats live; the agent runs in a sandbox on a machine the user chooses.
Collaborative SQL and Python notebooks
People and agents edit reactive Python notebooks together live; Databench supports marimo and renders tables and charts.
SQLAlchemy-compatible database connections
Databench connects to databases compatible with SQLAlchemy.
Team access controls and own model keys
The page lists teams, invitations, roles, and a model gateway using organization-owned Anthropic or OpenAI keys.
Where it fits
Use cases
- Analyze data with a team and agentCollaborate in shared chats and notebooks with an agent.
- Create reusable data-analysis notebooksUse SQL connections and shared Python notebooks to query data and render tables or charts.
- Self-host a data-analysis workspaceRun chats and notebooks on a host machine or machines connected over SSH, with organization roles and access.
Keep exploring
