Refuel

Refuel Projects API

The Projects API from Refuel — 6 operation(s) for projects.

Documentation GitHub OpenAPI

Operations 11

GET /projects Get Projects #

POST /projects Create Project #

GET /projects/{project_id} Get Project #

DELETE /projects/{project_id} Delete Project #

POST /projects/{project_id}/datasets Ingest Dataset V2 #

GET /projects/{project_id}/tasks Get Tasks #

POST /projects/{project_id}/tasks Create Task #

GET /projects/{project_id}/applications Get Applications #

POST /projects/{project_id}/applications Create Application #

GET /projects/{project_id}/finetuned_models Get Finetuned Models For Project Task #

POST /projects/{project_id}/finetuned_models Finetune Model For Task #

Work with this as data

Every API here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for apis

7 MCP tools reach this

find_apisBrowse and filter every API in the catalog.
get_api_artifactsOne API's artifacts, grouped by type.
get_openapiThe primary OpenAPI for this API.
find_similar_apisAPIs that look like this one.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This API

curl "https://apis.io/api/v1/apis/refuel-ai-projects-api"

All apis

curl "https://apis.io/api/v1/apis?limit=25"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.

OpenAPI Specification

openapi: 3.2.0
info:
  title: Refuel Cloud Projects API
  description: REST API for the Refuel Cloud data-labeling and data-enrichment platform. Harvested verbatim from https://cloud-api.refuel.ai/openapi.json (FastAPI-generated, OpenAPI 3.1.0). Covers projects, datasets, tasks, task runs, taxonomies, seedsets/evalsets, calibration, finetuned models, deployed applications and their realtime label endpoint, users, teams, usage, and integrations. Authentication is an API key sent as an HTTP Bearer token. The upstream document carries the FastAPI default info block (title "FastAPI", version 0.1.0) and no servers[]; API Evangelist supplies the title/description and the servers[] host documented in Refuel's own quickstart and catalog pages. See openapi/_original/ for the untouched document and overlays/ for every change.
  version: 0.1.0
  contact:
    name: Refuel
    url: https://www.refuel.ai
    email: support@refuel.ai
  termsOfService: https://www.refuel.ai/terms-of-service
  x-harvested-from: https://cloud-api.refuel.ai/openapi.json
  x-harvested-on: '2026-08-14'
servers:
- url: https://cloud-api.refuel.ai
  description: Refuel Cloud API
tags:
- name: Projects
paths:
  /projects:
    get:
      summary: Get Projects
      operationId: get_projects_projects_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResponseModel_List_'
      security:
      - HTTPBearer: []
      tags:
      - Projects
    post:
      summary: Create Project
      operationId: create_project_projects_post
      parameters:
      - required: true
        schema:
          type: string
          title: Project Name
        name: project_name
        in: query
      - required: true
        schema:
          type: string
          title: Description
        name: description
        in: query
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResponseModel_List_'
        '409':
          description: Conflict Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPError'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
      tags:
      - Projects
  /projects/{project_id}:
    get:
      summary: Get Project
      operationId: get_project_projects__project_id__get
      parameters:
      - required: true
        schema:
          type: string
          title: Project Id
        name: project_id
        in: path
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResponseModel'
        '404':
          description: Not Found Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPError'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
      tags:
      - Projects
    delete:
      summary: Delete Project
      operationId: delete_project_projects__project_id__delete
      parameters:
      - required: true
        schema:
          type: string
          title: Project Id
        name: project_id
        in: path
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResponseModel_ChangeResourceResponse_'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
      tags:
      - Projects
  /projects/{project_id}/datasets:
    post:
      summary: Ingest Dataset V2
      description: 'Ingests a dataset into the platform. We support the following ingestion methods:

        1. Upload a CSV from local disk

        2. Provide an accessible URI to a CSV file'
      operationId: ingest_dataset_v2_projects__project_id__datasets_post
      parameters:
      - required: true
        schema:
          type: string
          title: Project Id
        name: project_id
        in: path
      requestBody:
        content:
          multipart/form-data:
            schema:
              $ref: '#/components/schemas/Body_ingest_dataset_v2_projects__project_id__datasets_post'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResponseModel'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
      tags:
      - Projects
  /projects/{project_id}/tasks:
    get:
      summary: Get Tasks
      description: "Get tasks for a specific project.\n\nArgs:\n----\n    project_id: ID of the project\n    token: Authentication token containing team info\n\nReturns:\n-------\n    ResponseModel: List of tasks for the project\n\nRaises:\n------\n    HTTPException: If project not found or unauthorized"
      operationId: get_tasks_projects__project_id__tasks_get
      parameters:
      - required: true
        schema:
          type: string
          title: Project Id
        name: project_id
        in: path
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResponseModel_List_'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
      tags:
      - Projects
    post:
      summary: Create Task
      description: "Create a new task in the specified project.\n\nArgs:\n----\n    project_id: ID of the project to create task in\n    task_name: Name of the new task\n    task_settings: Dictionary of task configuration settings\n    ref_task_id: Optional ID of reference task to copy settings from\n    token: Access token for authentication\n\nReturns:\n-------\n    ResponseModel containing the created task details\n\nRaises:\n------\n    HTTPException: If task creation fails or validation errors occur"
      operationId: create_task_projects__project_id__tasks_post
      parameters:
      - required: true
        schema:
          type: string
          title: Project Id
        name: project_id
        in: path
      - required: true
        schema:
          type: string
          title: Task Name
        name: task_name
        in: query
      - required: false
        schema:
          type: string
          title: Ref Task Id
        name: ref_task_id
        in: query
      requestBody:
        content:
          application/json:
            schema:
              type: object
              title: Task Settings
              default: {}
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResponseModel'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
      tags:
      - Projects
  /projects/{project_id}/applications:
    get:
      summary: Get Applications
      operationId: get_applications_projects__project_id__applications_get
      parameters:
      - required: true
        schema:
          type: string
          title: Project Id
        name: project_id
        in: path
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResponseModel_List_'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
      tags:
      - Projects
    post:
      summary: Create Application
      operationId: create_application_projects__project_id__applications_post
      parameters:
      - required: true
        schema:
          type: string
          title: Project Id
        name: project_id
        in: path
      - required: true
        schema:
          type: string
          title: Task Id
        name: task_id
        in: query
      - required: false
        schema:
          type: string
          title: Application Name
        name: application_name
        in: query
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResponseModel'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
      tags:
      - Projects
  /projects/{project_id}/finetuned_models:
    get:
      summary: Get Finetuned Models For Project Task
      description: Gets all finetuned models for a project.
      operationId: get_finetuned_models_for_project_task_projects__project_id__finetuned_models_get
      parameters:
      - required: true
        schema:
          type: string
          title: Project Id
        name: project_id
        in: path
      - required: false
        schema:
          type: string
          title: Task Id
        name: task_id
        in: query
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
      tags:
      - Projects
    post:
      summary: Finetune Model For Task
      description: 'Triggers finetuning on the given data.

        Training data needs the following data per row:

        - task input columns

        - task instructions

        - label'
      operationId: finetune_model_for_task_projects__project_id__finetuned_models_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/TrainModelRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
      tags:
      - Projects
components:
  schemas:
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
            - type: string
            - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
      type: object
      required:
      - loc
      - msg
      - type
      title: ValidationError
    ResponseModel:
      properties:
        success:
          type: boolean
          title: Success
          default: true
        error_msg:
          type: string
          title: Error Msg
        data:
          title: Data
        count:
          type: integer
          title: Count
      type: object
      title: ResponseModel
    DatasetSource:
      type: string
      enum:
      - databricks
      - file
      - s3
      - snowflake
      - uri
      title: DatasetSource
      description: An enumeration.
    HTTPError:
      properties:
        detail:
          type: string
          title: Detail
      type: object
      required:
      - detail
      title: HTTPError
      example:
        detail: HTTPException raised.
    ResponseModel_ChangeResourceResponse_:
      properties:
        success:
          type: boolean
          title: Success
          default: true
        error_msg:
          type: string
          title: Error Msg
        data:
          $ref: '#/components/schemas/ChangeResourceResponse'
        count:
          type: integer
          title: Count
      type: object
      title: ResponseModel[ChangeResourceResponse]
    TrainModelRequest:
      properties:
        project_id:
          type: string
          title: Project Id
        task_id:
          type: string
          title: Task Id
        base_model:
          $ref: '#/components/schemas/TrainableBaseModels'
        max_training_rows:
          type: integer
          title: Max Training Rows
        lora:
          type: boolean
          title: Lora
          default: true
        augmented_finetuning_model:
          type: string
          title: Augmented Finetuning Model
        hyperparameters:
          type: object
          title: Hyperparameters
          default:
            num_epochs: 1
            learning_rate_multiplier: 20
        datasets:
          items: {}
          type: array
          title: Datasets
        comparison_model:
          type: string
          title: Comparison Model
          default: gpt-4o
      type: object
      required:
      - project_id
      - task_id
      - base_model
      title: TrainModelRequest
    TrainableBaseModels:
      type: string
      enum:
      - refuel-llm-2-large
      - refuel-llm-2-small
      - refuel-llm-2-mini
      title: TrainableBaseModels
      description: An enumeration.
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    ChangeResourceResponse:
      properties:
        success:
          type: boolean
          title: Success
        error:
          type: string
          title: Error
          default: ''
      type: object
      required:
      - success
      title: ChangeResourceResponse
    Body_ingest_dataset_v2_projects__project_id__datasets_post:
      properties:
        file:
          type: string
          format: binary
          title: File
        name:
          type: string
          title: Name
        integration_id:
          type: string
          title: Integration Id
        redact_pii:
          type: boolean
          title: Redact Pii
          default: false
        source_path:
          type: string
          title: Source Path
        schema:
          type: string
          title: Schema
        source:
          allOf:
          - $ref: '#/components/schemas/DatasetSource'
          default: file
      type: object
      required:
      - name
      title: Body_ingest_dataset_v2_projects__project_id__datasets_post
    ResponseModel_List_:
      properties:
        success:
          type: boolean
          title: Success
          default: true
        error_msg:
          type: string
          title: Error Msg
        data:
          items: {}
          type: array
          title: Data
        count:
          type: integer
          title: Count
      type: object
      title: ResponseModel[List]
  securitySchemes:
    HTTPBearer:
      type: http
      scheme: bearer