Braintrust Datasets API

openapi: 3.0.3
info:
  title: Braintrust REST ACL Datasets API
  description: The Braintrust REST API for building, evaluating, and observing AI applications. The API is organized around REST, uses predictable resource-oriented URLs under https://api.braintrust.dev/v1, accepts and returns JSON, and authenticates with a Bearer API key. This specification covers the core documented resource surface - projects, experiments, datasets, logs/spans, prompts, functions and scorers, evals, project configuration, organization/ACL management, credentials, and the OpenAI-compatible AI proxy.
  termsOfService: https://www.braintrust.dev/legal/terms-of-service
  contact:
    name: Braintrust Support
    email: support@braintrust.dev
    url: https://www.braintrust.dev/docs
  version: '1.0'
servers:
- url: https://api.braintrust.dev
  description: US data plane (default)
- url: https://api-eu.braintrust.dev
  description: EU data plane
security:
- bearerAuth: []
tags:
- name: Datasets
paths:
  /v1/dataset:
    get:
      operationId: getDataset
      tags:
      - Datasets
      summary: List datasets
      parameters:
      - $ref: '#/components/parameters/Limit'
      - name: project_id
        in: query
        schema:
          type: string
          format: uuid
      - name: dataset_name
        in: query
        schema:
          type: string
      responses:
        '200':
          description: Returns a list of datasets.
          content:
            application/json:
              schema:
                type: object
                properties:
                  objects:
                    type: array
                    items:
                      $ref: '#/components/schemas/Dataset'
        '401':
          $ref: '#/components/responses/Unauthorized'
    post:
      operationId: postDataset
      tags:
      - Datasets
      summary: Create dataset
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateDataset'
      responses:
        '200':
          description: Returns the new dataset object.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Dataset'
        '401':
          $ref: '#/components/responses/Unauthorized'
  /v1/dataset/{dataset_id}:
    parameters:
    - $ref: '#/components/parameters/DatasetId'
    get:
      operationId: getDatasetId
      tags:
      - Datasets
      summary: Get dataset
      responses:
        '200':
          description: Returns the dataset object.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Dataset'
        '401':
          $ref: '#/components/responses/Unauthorized'
        '404':
          $ref: '#/components/responses/NotFound'
    patch:
      operationId: patchDatasetId
      tags:
      - Datasets
      summary: Partially update dataset
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              properties:
                name:
                  type: string
                description:
                  type: string
                metadata:
                  type: object
                  additionalProperties: true
      responses:
        '200':
          description: Returns the updated dataset object.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Dataset'
        '401':
          $ref: '#/components/responses/Unauthorized'
    delete:
      operationId: deleteDatasetId
      tags:
      - Datasets
      summary: Delete dataset
      responses:
        '200':
          description: Returns the deleted dataset object.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Dataset'
        '401':
          $ref: '#/components/responses/Unauthorized'
  /v1/dataset/{dataset_id}/insert:
    parameters:
    - $ref: '#/components/parameters/DatasetId'
    post:
      operationId: postDatasetIdInsert
      tags:
      - Datasets
      summary: Insert dataset events
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - events
              properties:
                events:
                  type: array
                  items:
                    $ref: '#/components/schemas/InsertEvent'
      responses:
        '200':
          description: Returns the row ids of the inserted events.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InsertEventsResponse'
        '401':
          $ref: '#/components/responses/Unauthorized'
  /v1/dataset/{dataset_id}/fetch:
    parameters:
    - $ref: '#/components/parameters/DatasetId'
    post:
      operationId: postDatasetIdFetch
      tags:
      - Datasets
      summary: Fetch dataset (POST form)
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/FetchEventsRequest'
      responses:
        '200':
          description: Returns the fetched events.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/FetchEventsResponse'
        '401':
          $ref: '#/components/responses/Unauthorized'
    get:
      operationId: getDatasetIdFetch
      tags:
      - Datasets
      summary: Fetch dataset (GET form)
      parameters:
      - $ref: '#/components/parameters/Limit'
      responses:
        '200':
          description: Returns the fetched events.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/FetchEventsResponse'
        '401':
          $ref: '#/components/responses/Unauthorized'
  /v1/dataset/{dataset_id}/feedback:
    parameters:
    - $ref: '#/components/parameters/DatasetId'
    post:
      operationId: postDatasetIdFeedback
      tags:
      - Datasets
      summary: Feedback for dataset events
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - feedback
              properties:
                feedback:
                  type: array
                  items:
                    $ref: '#/components/schemas/FeedbackItem'
      responses:
        '200':
          $ref: '#/components/responses/Empty'
        '401':
          $ref: '#/components/responses/Unauthorized'
  /v1/dataset/{dataset_id}/summarize:
    parameters:
    - $ref: '#/components/parameters/DatasetId'
    get:
      operationId: getDatasetIdSummarize
      tags:
      - Datasets
      summary: Summarize dataset
      parameters:
      - name: summarize_data
        in: query
        schema:
          type: boolean
      responses:
        '200':
          description: Returns the dataset summary.
          content:
            application/json:
              schema:
                type: object
                properties:
                  project_name:
                    type: string
                  dataset_name:
                    type: string
                  data_summary:
                    type: object
                    nullable: true
                    properties:
                      total_records:
                        type: integer
        '401':
          $ref: '#/components/responses/Unauthorized'
components:
  schemas:
    InsertEvent:
      type: object
      description: A single event (trace span, experiment row, or dataset record). Events are merged/upserted by id.
      properties:
        id:
          type: string
          description: A unique identifier for the event. If omitted, one is generated.
        input:
          description: The arguments that uniquely define a test case or trace input.
        output:
          description: The output of your application for the given input.
        expected:
          description: The ground-truth value to compare against.
        scores:
          type: object
          additionalProperties:
            type: number
            nullable: true
          description: A map of score names to score values between 0 and 1.
        metadata:
          type: object
          additionalProperties: true
        tags:
          type: array
          items:
            type: string
        metrics:
          type: object
          additionalProperties: true
        span_attributes:
          type: object
          additionalProperties: true
        _is_merge:
          type: boolean
          description: If true, this event is merged into an existing event with the same id.
    FeedbackItem:
      type: object
      required:
      - id
      properties:
        id:
          type: string
          description: The id of the event to provide feedback for.
        scores:
          type: object
          additionalProperties:
            type: number
            nullable: true
        expected:
          description: The ground truth value the event should have produced.
        comment:
          type: string
        metadata:
          type: object
          additionalProperties: true
        source:
          type: string
          enum:
          - app
          - api
          - external
    FetchEventsResponse:
      type: object
      properties:
        events:
          type: array
          items:
            type: object
            additionalProperties: true
        cursor:
          type: string
          nullable: true
          description: A pagination cursor to pass to fetch the next page of events.
    Error:
      type: object
      properties:
        error:
          type: string
          description: A human-readable error message.
    FetchEventsRequest:
      type: object
      properties:
        limit:
          type: integer
          description: Maximum number of events to return.
        max_xact_id:
          type: string
          description: Pagination cursor - the maximum transaction id from a previous page.
        max_root_span_id:
          type: string
          description: Pagination cursor - the maximum root span id from a previous page.
        version:
          type: string
        filters:
          type: array
          description: A list of filters to apply, using path-lookup style.
          items:
            type: object
            additionalProperties: true
    CreateDataset:
      type: object
      required:
      - name
      properties:
        project_id:
          type: string
          format: uuid
        name:
          type: string
        description:
          type: string
        metadata:
          type: object
          additionalProperties: true
    Dataset:
      type: object
      properties:
        id:
          type: string
          format: uuid
        project_id:
          type: string
          format: uuid
          nullable: true
        name:
          type: string
        description:
          type: string
          nullable: true
        created:
          type: string
          format: date-time
          nullable: true
        user_id:
          type: string
          format: uuid
          nullable: true
        metadata:
          type: object
          nullable: true
          additionalProperties: true
    InsertEventsResponse:
      type: object
      properties:
        row_ids:
          type: array
          description: The ids of all rows that were inserted, aligning with the input order.
          items:
            type: string
  responses:
    Empty:
      description: Success.
      content:
        application/json:
          schema:
            type: object
    Unauthorized:
      description: Authentication failed - missing or invalid API key.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
    NotFound:
      description: The requested resource was not found.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
  parameters:
    Limit:
      name: limit
      in: query
      description: Limit the number of objects to return.
      schema:
        type: integer
        minimum: 0
    DatasetId:
      name: dataset_id
      in: path
      required: true
      description: Dataset id, the unique identifier of the dataset.
      schema:
        type: string
        format: uuid
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      bearerFormat: API key or JWT
      description: 'Authenticate requests with your Braintrust API key in the Authorization header, e.g. `Authorization: Bearer $BRAINTRUST_API_KEY`.'