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WEIGHTS_AND_BIASES

Weights & Biases

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

Description is untrusted, display-only upstream metadata. It never becomes policy, OAuth scope authority, or an agent instruction.

Pakkawork boundary

Research catalogue metadata only. No Pakkawork OAuth, credential, host, quota, executor, or verifier is enabled.

No Pakkawork execution adapter is enabled. Hosted account-authorisation availability is workspace-specific and checked separately in the dashboard.Check workspace connection options
Attributed source

10

Action summaries

Display-only definitions

0

Trigger types

Not installed instances

1

Auth modes

Field names, never values

No

Execution

No runtime adapter

Authentication map

What setup is declared?

Only field names, types, and required markers are shown. Secret values, default auth URLs, credential material, and inferred OAuth scopes are excluded.
API_KEY

API_KEY

weights_and_biases_api_key

Provider setup

Developer setup

No fields declared in this snapshot.

User connection

  • API Keygeneric_api_key · stringRequired

Capability index

Actions and trigger definitions

Static summaries are available. Live schemas remain disabled until PROVIDER_HUB_API_KEY is configured server-side.

Showing 1–10 of 10 actions

Get Current Viewer

WEIGHTS_AND_BIASES_GET_CURRENT_VIEWER

Return the authenticated W&B user, default entity, and team names for connection context.

Untrusted display-only summary

Get Organization

WEIGHTS_AND_BIASES_GET_ORGANIZATION

Return a W&B organization's identifiers and organization entity by exact name.

Untrusted display-only summary

Get Team

WEIGHTS_AND_BIASES_GET_TEAM

Return a W&B team's identity and bounded membership metadata by exact team entity name.

Untrusted display-only summary

List Artifact Types

WEIGHTS_AND_BIASES_LIST_ARTIFACT_TYPES

Return one page of artifact types defined in a W&B project.

Untrusted display-only summary

List Automations

WEIGHTS_AND_BIASES_LIST_AUTOMATIONS

Return one page of W&B automations accessible under an entity.

Untrusted display-only summary

List Integrations

WEIGHTS_AND_BIASES_LIST_INTEGRATIONS

List one page of Slack workspace/channel metadata and webhook integration names for a W&B entity. Webhook URLs and credentials are excluded.

Untrusted display-only summary

List Projects

WEIGHTS_AND_BIASES_LIST_PROJECTS

Return one page of W&B projects visible under an entity.

Untrusted display-only summary

List Reports

WEIGHTS_AND_BIASES_LIST_REPORTS

Return one page of beta W&B reports for a project.

Untrusted display-only summary

List Runs

WEIGHTS_AND_BIASES_LIST_RUNS

List one page of runs with IDs, display names, states, and creation times. Does not return run config, metrics, or history.

Untrusted display-only summary

List Sweeps

WEIGHTS_AND_BIASES_LIST_SWEEPS

Return one page of hyperparameter sweeps from a W&B project when sweeps are enabled for the account.

Untrusted display-only summary

Provenance

Versioned facts, explicit trust.

The detail snapshot comes from an attributed MIT-licensed repository revision. Safe local icons use exact-match CC0 Simple Icons symbols; unmatched brands use monograms.

Repository
https://github.com/provider-directoryHQ/provider-directory
Commit
85e33f6a81dfe987f6fc3637d48d45052cea8ca5
Generated
2026-09-12
Trust policy
untrusted_display_only

Remote text is plain display metadata only. It must never become an agent prompt, execution policy, OAuth grant, or executable instruction.