Piloterr Huggingface API

The Huggingface API from Piloterr — 2 operation(s) for huggingface.

GitHub OpenAPI

Operations 4

GET /v2/huggingface/model Hugging Face Model #
POST /v2/huggingface/model Hugging Face Model #
POST /v2/huggingface/search Hugging Face Search #

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OpenAPI Specification

piloterr-com-huggingface-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: Piloterr API Reference Huggingface API
  description: Complete API reference documentation.
  version: 1.0.0
servers:
- url: https://api.piloterr.com
  description: API Server
tags:
- name: Huggingface
paths:
  /v2/huggingface/model:
    get:
      summary: Hugging Face Model
      description: 'Read one public Hugging Face model by an id such as google-bert/bert-base-uncased.


        **Credit cost:** 1 credit per call'
      operationId: get-huggingface-model
      security:
      - ApiKeyAuth: []
      parameters:
      - name: query
        in: query
        required: true
        description: 'Required. A public model id (owner/name) or a huggingface.co model URL. Reserved site paths such as models, datasets, or spaces return 400.


          **Example:**


          ```

          google-bert/bert-base-uncased

          ```


          **URL example:**


          ```

          https://huggingface.co/google-bert/bert-base-uncased

          ```'
        schema:
          type: string
          description: 'Required. A public model id (owner/name) or a huggingface.co model URL. Reserved site paths such as models, datasets, or spaces return 400.


            **Example:**


            ```

            google-bert/bert-base-uncased

            ```


            **URL example:**


            ```

            https://huggingface.co/google-bert/bert-base-uncased

            ```'
      - $ref: '#/components/parameters/fields'
      - $ref: '#/components/parameters/is_async'
      - $ref: '#/components/parameters/soft_fail'
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                type: object
                properties:
                  id:
                    type: string
                  sha:
                    type: string
                  url:
                    type: string
                  tags:
                    type: array
                    items:
                      type: string
                  gated:
                    type: boolean
                  likes:
                    type: integer
                  author:
                    type: string
                  license:
                    type: string
                  private:
                    type: boolean
                  datasets:
                    type: array
                    items:
                      type: string
                  disabled:
                    type: boolean
                  language:
                    type: array
                    items:
                      type: string
                  downloads:
                    type: integer
                  created_at:
                    type: string
                  mask_token:
                    type: string
                  library_name:
                    type: string
                  pipeline_tag:
                    type: string
                  last_modified:
                    type: string
                  trending_score:
                    nullable: true
              examples:
                bert-base-uncased:
                  value:
                    id: google-bert/bert-base-uncased
                    sha: 86b5e0934494bd15c9632b12f734a8a67f723594
                    url: https://huggingface.co/google-bert/bert-base-uncased
                    tags:
                    - transformers
                    - pytorch
                    - tf
                    - jax
                    - rust
                    - coreml
                    - onnx
                    - safetensors
                    - bert
                    - fill-mask
                    - exbert
                    - en
                    - dataset:bookcorpus
                    - dataset:wikipedia
                    - arxiv:1810.04805
                    - license:apache-2.0
                    - endpoints_compatible
                    - deploy:sagemaker
                    - deploy:azure
                    - region:us
                    gated: false
                    likes: 3060
                    author: google-bert
                    license: apache-2.0
                    private: false
                    datasets:
                    - bookcorpus
                    - wikipedia
                    disabled: false
                    language:
                    - en
                    downloads: 29160167
                    created_at: '2022-03-02T23:29:04.000Z'
                    mask_token: '[MASK]'
                    library_name: transformers
                    pipeline_tag: fill-mask
                    last_modified: '2024-02-19T11:06:12.000Z'
                    trending_score: null
        '400':
          description: Bad Request — missing or invalid parameters.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              example:
                error: Bad Request
        '401':
          description: Unauthorized — the API key is missing, invalid, inactive, or expired, or a rate limit was exceeded (`Rate limit exceeded…` message).
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              examples:
                invalidKey:
                  value:
                    error: Invalid API Key
                planRateLimit:
                  value:
                    error: 'Rate limit exceeded: You''ve exceeded the per second rate limit on your subscription'
                keyQuota:
                  value:
                    error: 'Rate limit exceeded for the API key: quota monthly'
        '402':
          description: Payment Required — your subscription or credit balance is insufficient.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              example:
                error: Payment required
        '500':
          description: Internal Server Error — something went wrong on our side.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              example:
                error: Internal Error
      tags:
      - Huggingface
    post:
      summary: Hugging Face Model
      description: 'Read one public Hugging Face model by an id such as google-bert/bert-base-uncased.


        **Credit cost:** 1 credit per call'
      operationId: post-huggingface-model
      security:
      - ApiKeyAuth: []
      parameters:
      - $ref: '#/components/parameters/fields'
      - $ref: '#/components/parameters/is_async'
      - $ref: '#/components/parameters/soft_fail'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              properties:
                query:
                  type: string
                  description: 'Required. A public model id (owner/name) or a huggingface.co model URL. Reserved site paths such as models, datasets, or spaces return 400.


                    **Example:**


                    ```

                    google-bert/bert-base-uncased

                    ```


                    **URL example:**


                    ```

                    https://huggingface.co/google-bert/bert-base-uncased

                    ```'
              required:
              - query
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                type: object
                properties:
                  id:
                    type: string
                  sha:
                    type: string
                  url:
                    type: string
                  tags:
                    type: array
                    items:
                      type: string
                  gated:
                    type: boolean
                  likes:
                    type: integer
                  author:
                    type: string
                  license:
                    type: string
                  private:
                    type: boolean
                  datasets:
                    type: array
                    items:
                      type: string
                  disabled:
                    type: boolean
                  language:
                    type: array
                    items:
                      type: string
                  downloads:
                    type: integer
                  created_at:
                    type: string
                  mask_token:
                    type: string
                  library_name:
                    type: string
                  pipeline_tag:
                    type: string
                  last_modified:
                    type: string
                  trending_score:
                    nullable: true
              examples:
                bert-base-uncased:
                  value:
                    id: google-bert/bert-base-uncased
                    sha: 86b5e0934494bd15c9632b12f734a8a67f723594
                    url: https://huggingface.co/google-bert/bert-base-uncased
                    tags:
                    - transformers
                    - pytorch
                    - tf
                    - jax
                    - rust
                    - coreml
                    - onnx
                    - safetensors
                    - bert
                    - fill-mask
                    - exbert
                    - en
                    - dataset:bookcorpus
                    - dataset:wikipedia
                    - arxiv:1810.04805
                    - license:apache-2.0
                    - endpoints_compatible
                    - deploy:sagemaker
                    - deploy:azure
                    - region:us
                    gated: false
                    likes: 3060
                    author: google-bert
                    license: apache-2.0
                    private: false
                    datasets:
                    - bookcorpus
                    - wikipedia
                    disabled: false
                    language:
                    - en
                    downloads: 29160167
                    created_at: '2022-03-02T23:29:04.000Z'
                    mask_token: '[MASK]'
                    library_name: transformers
                    pipeline_tag: fill-mask
                    last_modified: '2024-02-19T11:06:12.000Z'
                    trending_score: null
        '400':
          description: Bad Request — missing or invalid parameters.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              example:
                error: Bad Request
        '401':
          description: Unauthorized — the API key is missing, invalid, inactive, or expired, or a rate limit was exceeded (`Rate limit exceeded…` message).
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              examples:
                invalidKey:
                  value:
                    error: Invalid API Key
                planRateLimit:
                  value:
                    error: 'Rate limit exceeded: You''ve exceeded the per second rate limit on your subscription'
                keyQuota:
                  value:
                    error: 'Rate limit exceeded for the API key: quota monthly'
        '402':
          description: Payment Required — your subscription or credit balance is insufficient.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              example:
                error: Payment required
        '500':
          description: Internal Server Error — something went wrong on our side.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              example:
                error: Internal Error
      tags:
      - Huggingface
  /v2/huggingface/search:
    get:
      summary: Hugging Face Search
      description: 'Search the public Hugging Face models API by keyword and follow pagination.next to the next cursor page.


        **Credit cost:** 1 credit per call'
      operationId: get-huggingface-search
      security:
      - ApiKeyAuth: []
      parameters:
      - name: query
        in: query
        required: true
        description: 'Required. A model keyword, a huggingface.co/models URL, or the full pagination.next cursor URL from a previous page.


          **Example:**


          ```

          bert

          ```


          **Next-page example:** pass the pagination.next value unchanged as query.'
        schema:
          type: string
          description: 'Required. A model keyword, a huggingface.co/models URL, or the full pagination.next cursor URL from a previous page.


            **Example:**


            ```

            bert

            ```


            **Next-page example:** pass the pagination.next value unchanged as query.'
      - $ref: '#/components/parameters/fields'
      - $ref: '#/components/parameters/is_async'
      - $ref: '#/components/parameters/soft_fail'
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                type: object
                properties:
                  results:
                    type: array
                    items:
                      type: object
                      properties:
                        id:
                          type: string
                        url:
                          type: string
                        tags:
                          type: array
                          items:
                            type: string
                        likes:
                          type: integer
                        private:
                          type: boolean
                        downloads:
                          type: integer
                        created_at:
                          type: string
                        library_name:
                          type: string
                        pipeline_tag:
                          type: string
                        trending_score:
                          type: integer
                  pagination:
                    type: object
                    properties:
                      next:
                        type: string
                      page:
                        type: integer
                      per_page:
                        type: integer
                      total_pages:
                        nullable: true
                      total_results:
                        nullable: true
              examples:
                bert-base-uncased:
                  value:
                    results:
                    - id: google-bert/bert-base-uncased
                      url: https://huggingface.co/google-bert/bert-base-uncased
                      tags:
                      - transformers
                      - pytorch
                      - tf
                      - jax
                      - rust
                      - coreml
                      - onnx
                      - safetensors
                      - bert
                      - fill-mask
                      - exbert
                      - en
                      - dataset:bookcorpus
                      - dataset:wikipedia
                      - arxiv:1810.04805
                      - license:apache-2.0
                      - endpoints_compatible
                      - deploy:sagemaker
                      - deploy:azure
                      - region:us
                      likes: 3060
                      private: false
                      downloads: 29160167
                      created_at: '2022-03-02T23:29:04.000Z'
                      library_name: transformers
                      pipeline_tag: fill-mask
                      trending_score: 6
                    pagination:
                      next: https://huggingface.co/api/models?search=bert&limit=20&cursor=eyIkb3IiOlt7InRyZW5kaW5nU2NvcmUiOjEsIl9pZCI6eyIkZ3QiOiI2MjFmZmRjMDM2NDY4ZDcwOWYxNzQ1MDAifX0seyJ0cmVuZGluZ1Njb3JlIjp7IiRsdCI6MX19LHsidHJlbmRpbmdTY29yZSI6bnVsbH1dLCJzZWFyY2hTZXF1ZW5jZVRva2VuIjoiQ05DSy93RWFDU0VBQUFBQUFBRHdQeG9PV2d4aUgvM0FOa2FOY0o4WFJRQWlEbG9NWWgvOXdEWkdqWENmRjBVQSJ9
                      page: 1
                      per_page: 20
                      total_pages: null
                      total_results: null
        '400':
          description: Bad Request — missing or invalid parameters.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              example:
                error: Bad Request
        '401':
          description: Unauthorized — the API key is missing, invalid, inactive, or expired, or a rate limit was exceeded (`Rate limit exceeded…` message).
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              examples:
                invalidKey:
                  value:
                    error: Invalid API Key
                planRateLimit:
                  value:
                    error: 'Rate limit exceeded: You''ve exceeded the per second rate limit on your subscription'
                keyQuota:
                  value:
                    error: 'Rate limit exceeded for the API key: quota monthly'
        '402':
          description: Payment Required — your subscription or credit balance is insufficient.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              example:
                error: Payment required
        '500':
          description: Internal Server Error — something went wrong on our side.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              example:
                error: Internal Error
      tags:
      - Huggingface
    post:
      summary: Hugging Face Search
      description: 'Search the public Hugging Face models API by keyword and follow pagination.next to the next cursor page.


        **Credit cost:** 1 credit per call'
      operationId: post-huggingface-search
      security:
      - ApiKeyAuth: []
      parameters:
      - $ref: '#/components/parameters/fields'
      - $ref: '#/components/parameters/is_async'
      - $ref: '#/components/parameters/soft_fail'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              properties:
                query:
                  type: string
                  description: 'Required. A model keyword, a huggingface.co/models URL, or the full pagination.next cursor URL from a previous page.


                    **Example:**


                    ```

                    bert

                    ```


                    **Next-page example:** pass the pagination.next value unchanged as query.'
              required:
              - query
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                type: object
                properties:
                  results:
                    type: array
                    items:
                      type: object
                      properties:
                        id:
                          type: string
                        url:
                          type: string
                        tags:
                          type: array
                          items:
                            type: string
                        likes:
                          type: integer
                        private:
                          type: boolean
                        downloads:
                          type: integer
                        created_at:
                          type: string
                        library_name:
                          type: string
                        pipeline_tag:
                          type: string
                        trending_score:
                          type: integer
                  pagination:
                    type: object
                    properties:
                      next:
                        type: string
                      page:
                        type: integer
                      per_page:
                        type: integer
                      total_pages:
                        nullable: true
                      total_results:
                        nullable: true
              examples:
                bert-base-uncased:
                  value:
                    results:
                    - id: google-bert/bert-base-uncased
                      url: https://huggingface.co/google-bert/bert-base-uncased
                      tags:
                      - transformers
                      - pytorch
                      - tf
                      - jax
                      - rust
                      - coreml
                      - onnx
                      - safetensors
                      - bert
                      - fill-mask
                      - exbert
                      - en
                      - dataset:bookcorpus
                      - dataset:wikipedia
                      - arxiv:1810.04805
                      - license:apache-2.0
                      - endpoints_compatible
                      - deploy:sagemaker
                      - deploy:azure
                      - region:us
                      likes: 3060
                      private: false
                      downloads: 29160167
                      created_at: '2022-03-02T23:29:04.000Z'
                      library_name: transformers
                      pipeline_tag: fill-mask
                      trending_score: 6
                    pagination:
                      next: https://huggingface.co/api/models?search=bert&limit=20&cursor=eyIkb3IiOlt7InRyZW5kaW5nU2NvcmUiOjEsIl9pZCI6eyIkZ3QiOiI2MjFmZmRjMDM2NDY4ZDcwOWYxNzQ1MDAifX0seyJ0cmVuZGluZ1Njb3JlIjp7IiRsdCI6MX19LHsidHJlbmRpbmdTY29yZSI6bnVsbH1dLCJzZWFyY2hTZXF1ZW5jZVRva2VuIjoiQ05DSy93RWFDU0VBQUFBQUFBRHdQeG9PV2d4aUgvM0FOa2FOY0o4WFJRQWlEbG9NWWgvOXdEWkdqWENmRjBVQSJ9
                      page: 1
                      per_page: 20
                      total_pages: null
                      total_results: null
        '400':
          description: Bad Request — missing or invalid parameters.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              example:
                error: Bad Request
        '401':
          description: Unauthorized — the API key is missing, invalid, inactive, or expired, or a rate limit was exceeded (`Rate limit exceeded…` message).
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              examples:
                invalidKey:
                  value:
                    error: Invalid API Key
                planRateLimit:
                  value:
                    error: 'Rate limit exceeded: You''ve exceeded the per second rate limit on your subscription'
                keyQuota:
                  value:
                    error: 'Rate limit exceeded for the API key: quota monthly'
        '402':
          description: Payment Required — your subscription or credit balance is insufficient.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              example:
                error: Payment required
        '500':
          description: Internal Server Error — something went wrong on our side.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
              example:
                error: Internal Error
      tags:
      - Huggingface
components:
  parameters:
    fields:
      name: fields
      in: query
      required: false
      description: Comma-separated list of response fields to return, with dot notation for nested fields (e.g. `name,location.city`).
      schema:
        type: string
    is_async:
      name: is_async
      in: query
      required: false
      description: 'Run the request as a background job: the API answers `202` with a `job_id` to poll on `GET /v1/jobs/{id}`.'
      schema:
        type: boolean
        default: false
    soft_fail:
      name: soft_fail
      in: query
      required: false
      description: Return HTTP 200 even when the request fails; the error is in the `error` field of the body.
      schema:
        type: boolean
        default: false
  schemas:
    ErrorResponse:
      type: object
      required:
      - error
      properties:
        error:
          type: string
          description: Human-readable error message.
  securitySchemes:
    ApiKeyAuth:
      type: apiKey
      in: header
      name: x-api-key
      description: Your API key. Include it in the x-api-key header for every request.