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Weights & Biases, worked by an AI employee

Not another app for your team to learn, and not a set of rules for you to build. You hire an AI employee, you give it access to your Weights & Biases account, and you ask it for things in Slack or Teams the way you would ask anyone else on the team. There is nothing to map and nothing to maintain.

  • Developer Tools
  • Connects with a key
  • 10 ready-made tools
  • Asked in Slack or Teams
At work

An illustration of how the conversation reads, not a transcript from a client account.

What Weights & Biases is

Read W&B Models projects, runs, sweeps, artifact types, reports, automations, integrations, teams, and organizations through the W&B Cloud GraphQL API.

You paste in a key from your own Weights & Biases account. It is kept encrypted, and you can withdraw it from inside Weights & Biases whenever you like.

How a run works

One message in, the work done in Weights & Biases.

  1. 01

    You ask

    You message your AI employee in the chat your team already has open, in one sentence, in your own words.

  2. 02

    It works out the step

    It decides what the job needs in Weights & Biases. You do not pick anything from a menu or wire anything together.

  3. 03

    It does the work

    Signed in to your own Weights & Biases account, inside the access you granted it, doing the thing you asked for.

  4. 04

    It reports back

    It tells you what it did, in the same thread. If it could not do something, it says so rather than guessing.

10 tools it already has

What it can do in Weights & Biases

These are the ready-made tools your AI employee already has in Weights & Biases. It is not limited to them, but it never has to be taught these.

  • Get Current ViewerReturn the authenticated W&B user, default entity, and team names for connection context.
  • Get OrganizationReturn a W&B organization's identifiers and organization entity by exact name.
  • Get TeamReturn a W&B team's identity and bounded membership metadata by exact team entity name.
  • List Artifact TypesReturn one page of artifact types defined in a W&B project.
  • List AutomationsReturn one page of W&B automations accessible under an entity.
  • List IntegrationsList one page of Slack workspace/channel metadata and webhook integration names for a W&B entity. Webhook URLs and credentials are excluded.
  • List ProjectsReturn one page of W&B projects visible under an entity.
  • List ReportsReturn one page of beta W&B reports for a project.
  • List RunsList one page of runs with IDs, display names, states, and creation times. Does not return run config, metrics, or history.
  • List SweepsReturn one page of hyperparameter sweeps from a W&B project when sweeps are enabled for the account.
Access, and who is in charge of it

You stay the boss of your Weights & Biases account.

Nothing connects until you approve it. You grant access one app at a time, you can take it back the same way, and everything your AI employee does in there is written down where you can see it.

How we handle your data
  • It signs in to your own Weights & Biases account. You are not moving anything into ours.
  • You grant access one app at a time, and you can take it back the same way.
  • Everything it does in Weights & Biases is written down, with what it did and when.
  • Anything you tell it to check with you first, it checks with you first.
Other apps in the same corner of the business

It works in Weights & Biases and the rest of your software in the same job

A real job rarely stays in one place. Reading a message in one app, checking a record in another and writing the result in a third is one request to your AI employee, not three.

See every app

Questions people ask about Weights & Biases

Can an AI employee really work inside Weights & Biases?
Yes. It signs in to your own Weights & Biases account and works in it the way a new hire would, from the chat your team already has open. Nobody installs anything, and nobody learns a new screen.
Do I have to move anything out of Weights & Biases?
No. Nothing moves and nothing is replaced. Your records stay in Weights & Biases, your team carries on in the same screens they used yesterday, and your AI employee works alongside them in there.
How does it get into my Weights & Biases account?
You paste in a key from your own Weights & Biases account. It is kept encrypted, and you can withdraw it from inside Weights & Biases whenever you like. You approve it before anything connects, and you can take the access back the same way you gave it.
What can it actually do in Weights & Biases?
It has 10 ready-made tools in Weights & Biases today, among them Get Current Viewer, Get Organization and Get Team. The full list is on this page. It is not limited to those, but it never has to be taught them.
Can it use Weights & Biases and the rest of my software in the same job?
Yes, and that is usually the point. Reading a message in one app, checking a record in Weights & Biases and writing the result somewhere else is one request to your AI employee, not three separate ones you stitch together.
Who decides what it is allowed to do in Weights & Biases?
You do. You grant access one app at a time and can withdraw it at any time, anything you ask it to check with you first it checks with you first, and everything it does in Weights & Biases is written down with what it did and when.