Download

For teams and labs

Your documents, answered in-house.

Put policies, manuals and research in workspaces, decide who sees which, and ask questions in plain language. Each workspace picks its own model, local or cloud.

See how it worksDownloadTalk to us
A student's answer about energy flow and the nitrogen cycle, with the Sources panel open: each course reading it drew on, a passage from it and its match score.

Runs with

  • Ollama
  • LM Studio
  • LocalAI
  • KoboldCPP
  • Docker
  • Kubernetes
  • Helm
  • OpenShift

What it gives you

Team knowledge, kept on your network.

A student's answer about energy flow and the nitrogen cycle, with the Sources panel open: each course reading it drew on, a passage from it and its match score.

Answers list the documents they drew on when passages were retrieved, with each passage and its match score one click away.

How grounded answers work

One workspace per team or topic. People with the default role see only the workspaces they are added to.

Learn more about access

Set a system default, then pick a local or approved cloud model for any workspace.

Sign-ins, failed sign-ins, and changes to users, API keys, invites, workspaces and documents, in one log.

Learn more about oversight

Set DISABLE_TELEMETRY="true" before the first start and no usage events are sent. Or turn it off in Settings.

Every outbound connection

How it works

From documents to answers in three steps.

  1. A workspace per topic

    Keep policies, manuals, research and project files apart, each with its own documents and settings.

  2. Add the right people

    Invite your team and add each person to the workspaces they need.

  3. Ask and check

    Ask in plain language, and open the listed sources to read the passages behind the answer.

Before you rely on it

Good to know.

Plain facts about what this use can and cannot do today.

Compare editions

  • SSO, a tamper-evident audit trail and retention controls are in development.
  • Cloud providers are optional. Pair it with a local runtime and the documents stay on your network.
  • The Security page lists every outbound connection and how to avoid it.

More ways to use it

  • Classrooms

    A course assistant that answers from the course readings and lists its sources.

  • Students

    Study help drawn from the assigned material, in a workspace of your own.

  • Teaching a course

    Build a workspace per course from the syllabus, readings and handouts.

  • Training instructors

    Teach faculty modern AI workflows, agentic coding included, on a local model.