Weights & Biases

Weights & Biases is the ML developer platform for experiment tracking, model registry, artifact management, sweeps, reports, and (Weave) GenAI evaluation. The W&B API is primarily a GraphQL endpoint, surfaced through a Python `wandb.Api` SDK.

2 APIs 0 Features

MLMLOpsExperiment TrackingModel RegistryGenAI

APIs

W&B GraphQL API

The W&B Public API is a GraphQL endpoint at `https://api.wandb.ai/graphql`. It backs the Python `wandb.Api()` SDK and exposes runs, projects, sweeps, artifacts, reports, registr...

W&B Import API (HTTP)

The wandb client uses an HTTP file/import endpoint to push run metrics, system stats, and artifacts. Generally accessed through the SDK rather than directly.

Collections

FastAPI

OPEN

GraphQL

Weights & Biases GraphQL API

The W&B Public API is a GraphQL endpoint at `https://api.wandb.ai/graphql`. It backs the Python `wandb.Api()` SDK and exposes runs, projects, sweeps, artifacts, reports, registr...

GRAPHQL

Pricing Plans

Weights And Biases Plans Pricing

1 plans

PLANS

Rate Limits

Weights And Biases Rate Limits

1 limits

RATE LIMITS

FinOps

Weights And Biases Finops

FINOPS

Resources

Sources

opencollection: 1.0.0
info:
  name: FastAPI
  version: 0.1.0
items:
- info:
    name: Service
    type: folder
  items:
  - info:
      name: Server Info
      type: http
    http:
      method: GET
      url: https://trace.wandb.ai/server_info
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Server Info
  - info:
      name: Read Root
      type: http
    http:
      method: GET
      url: https://trace.wandb.ai/health
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Read Root
- info:
    name: Calls
    type: folder
  items:
  - info:
      name: Call Start
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/call/start
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Call Start
  - info:
      name: Call End
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/call/end
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Call End
  - info:
      name: Call Start Batch
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/call/upsert_batch
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Call Start Batch
  - info:
      name: Calls Delete
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/calls/delete
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Calls Delete
  - info:
      name: Call Update
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/call/update
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Call Update
  - info:
      name: Call Read
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/call/read
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Call Read
  - info:
      name: Calls Query Stats
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/calls/query_stats
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Calls Query Stats
  - info:
      name: Calls Query Stream
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/calls/stream_query
      headers:
      - name: accept
        value: ''
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Calls Query Stream
- info:
    name: Objects
    type: folder
  items:
  - info:
      name: Obj Create
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/obj/create
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Obj Create
  - info:
      name: Obj Read
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/obj/read
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Obj Read
  - info:
      name: Objs Query
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/objs/query
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Objs Query
  - info:
      name: Obj Delete
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/obj/delete
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Obj Delete
- info:
    name: Tables
    type: folder
  items:
  - info:
      name: Table Create
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/table/create
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Table Create
  - info:
      name: Table Update
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/table/update
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Table Update
  - info:
      name: Table Query
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/table/query
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Table Query
  - info:
      name: Table Query Stats
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/table/query_stats
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Table Query Stats
- info:
    name: Default
    type: folder
  items:
  - info:
      name: Table Query Stream
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/table/query_stream
      headers:
      - name: accept
        value: ''
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Table Query Stream
- info:
    name: Refs
    type: folder
  items:
  - info:
      name: Refs Read Batch
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/refs/read_batch
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Refs Read Batch
- info:
    name: Files
    type: folder
  items:
  - info:
      name: File Create
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/file/create
      body:
        type: multipart-form
        data: []
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: File Create
  - info:
      name: File Content
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/file/content
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: File Content
- info:
    name: Costs
    type: folder
  items:
  - info:
      name: Cost Create
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/cost/create
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Cost Create
  - info:
      name: Cost Query
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/cost/query
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Cost Query
  - info:
      name: Cost Purge
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/cost/purge
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Cost Purge
- info:
    name: Feedback
    type: folder
  items:
  - info:
      name: Feedback Create
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/feedback/create
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Add feedback to a call or object.
  - info:
      name: Feedback Query
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/feedback/query
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Query for feedback.
  - info:
      name: Feedback Purge
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/feedback/purge
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Permanently delete feedback.
  - info:
      name: Feedback Replace
      type: http
    http:
      method: POST
      url: https://trace.wandb.ai/feedback/replace
      body:
        type: json
        data: '{}'
      auth:
        type: basic
        username: '{{username}}'
        password: '{{password}}'
    docs: Feedback Replace
bundled: true