Landing.ai Parse API

The Parse API from Landing.ai — 3 operation(s) for parse.

OpenAPI Specification

landingai-parse-api-openapi.yml Raw ↑
openapi: 3.1.0
info:
  title: 'LandingAI Agentic Document Extraction (ADE) API v1: , Extract, Classify, Split, Section Classes Parse API'
  version: 0.1.0
  description: 'Convert documents such as PDFs, images, and Office files into structured data with LandingAI''s Agentic Document Extraction (ADE) v1 endpoints. Includes Parse (documents to Markdown and structured chunks with grounding), Extract (schema-based field extraction), Classify (page-level classification), Split (separate multi-document files), and Section (hierarchical table of contents), plus asynchronous jobs for parsing and extraction. Documentation: https://docs.landing.ai'
servers:
- url: https://api.va.landing.ai
  description: Production vision tools API
tags:
- name: Parse
paths:
  /v2/parse:
    post:
      tags:
      - Parse
      summary: ADE Parse
      description: Parse a document and return the parse response inline.
      operationId: parse_run_sync
      responses:
        '200':
          description: The parse response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ParseResponse'
        '206':
          description: Partial success (some pages failed to parse)
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ParseResponse'
        '422':
          description: Request validation failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      requestBody:
        required: true
        content:
          multipart/form-data:
            schema:
              type: object
              properties:
                document:
                  type: string
                  format: binary
                  description: The file to parse. The file must be a PDF or image; see the list of [supported file types](https://docs.landing.ai/dpt3/file-types). Provide either `document` or `document_url`, not both.
                document_url:
                  type: string
                  description: A publicly accessible URL to the file to parse. The file must be a PDF or image; see the list of [supported file types](https://docs.landing.ai/dpt3/file-types). Provide either `document` or `document_url`, not both.
                model:
                  type: string
                  description: The DPT-3 model snapshot to use for this request. Accepts a dated snapshot (for example, `dpt-3-pro-20260710`), the `dpt-3-pro-latest` alias, or the bare `dpt-3-pro` family name (equivalent to `dpt-3-pro-latest`). Defaults to the latest DPT-3 Pro snapshot.
                options:
                  additionalProperties: false
                  properties:
                    pages:
                      anyOf:
                      - items:
                          type: integer
                        type: array
                      - type: 'null'
                      default: null
                      title: Pages
                    blocks:
                      $ref: '#/components/schemas/BlocksOptions'
                    atomic_grounding:
                      default: true
                      description: Include the fine-grained `atomic_grounding` array on leaf elements. Set `false` to omit the field entirely from every node.
                      title: Atomic Grounding
                      type: boolean
                    inline_markdown:
                      default: false
                      description: 'Include each node''s slice of the document `markdown` inline as a `markdown` field on every structure node: the document root, each page, and each element (including table cells). `atomic_grounding` entries do not carry it.'
                      title: Inline Markdown
                      type: boolean
                    password:
                      anyOf:
                      - type: string
                      - type: 'null'
                      default: null
                      description: Password for encrypted PDFs. Not currently supported — providing a value returns a 422 error; decrypt the file before uploading.
                      title: Password
                  title: ParseOptions
                  type: object
                  description: Optional object that customizes the parse. Use it to select which pages to process, adjust how content appears in the Markdown, or control how much detail the response includes. Sent as a JSON-serialized string in form data.
      x-codeSamples:
      - lang: cURL
        label: cURL
        source: "curl -X POST 'https://api.ade.landing.ai/v2/parse' \\\n  -H 'Authorization: Bearer YOUR_API_KEY' \\\n  -F 'document=@document.pdf' \\\n  -F 'model=dpt-3-pro-latest'"
      - lang: Python
        label: Python
        source: 'import requests


          url = ''https://api.ade.landing.ai/v2/parse''

          headers = {''Authorization'': ''Bearer YOUR_API_KEY''}


          files = {''document'': open(''document.pdf'', ''rb'')}

          data = {''model'': ''dpt-3-pro-latest''}


          response = requests.post(url, headers=headers, files=files, data=data)

          print(response.json())'
      - lang: JavaScript
        label: Node.js
        source: "const axios = require('axios');\nconst FormData = require('form-data');\nconst fs = require('fs');\n\nconst form = new FormData();\nform.append('document', fs.createReadStream('document.pdf'));\nform.append('model', 'dpt-3-pro-latest');\n\naxios.post('https://api.ade.landing.ai/v2/parse', form, {\n  headers: { 'Authorization': 'Bearer YOUR_API_KEY', ...form.getHeaders() }\n})\n  .then(response => console.log(response.data))\n  .catch(error => console.error(error));"
  /v2/parse/jobs:
    post:
      tags:
      - Parse
      summary: ADE Parse Jobs
      operationId: parse_create_job
      responses:
        '202':
          description: Job created
          content:
            application/json:
              schema:
                type: object
                required:
                - job_id
                - status
                - created_at
                properties:
                  job_id:
                    type: string
                    description: 'The unique identifier for the created parse job. Poll ``GET /v2/parse/jobs/{job_id}`` for its status and result. Format: ``<service>-<26-character Crockford base32 ULID>`` matching ``^(parse|extract)-[0-9a-hjkmnp-tv-z]{26}$``. Opaque, server-minted, and stable for the life of the job — the same id is returned on the sync response, the async 202, and every poll. Treat it as opaque; older id formats remain accepted indefinitely and are never re-issued.'
                  status:
                    type: string
                    enum:
                    - pending
                    - processing
                    - completed
                    - failed
                    description: The job's status at creation — normally ``pending`` (a just-created job that is still running is reported as ``pending``), but may already be a terminal ``completed`` / ``failed`` if the job finished before the create response was rendered.
                  created_at:
                    type:
                    - string
                    - 'null'
                    description: ISO-8601 timestamp for when the job was created.
        '422':
          description: Request validation failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      description: Parse a document asynchronously. Returns a job ID; use it to poll for the job's status and retrieve the parse result once processing completes.
      requestBody:
        required: true
        content:
          multipart/form-data:
            schema:
              type: object
              properties:
                document:
                  type: string
                  format: binary
                  description: The file to parse. The file must be a PDF or image; see the list of [supported file types](https://docs.landing.ai/dpt3/file-types). Provide either `document` or `document_url`, not both.
                document_url:
                  type: string
                  description: A publicly accessible URL to the file to parse. The file must be a PDF or image; see the list of [supported file types](https://docs.landing.ai/dpt3/file-types). Provide either `document` or `document_url`, not both.
                model:
                  type: string
                  description: The DPT-3 model snapshot to use for this request. Accepts a dated snapshot (for example, `dpt-3-pro-20260710`), the `dpt-3-pro-latest` alias, or the bare `dpt-3-pro` family name (equivalent to `dpt-3-pro-latest`). Defaults to the latest DPT-3 Pro snapshot.
                options:
                  additionalProperties: false
                  properties:
                    pages:
                      anyOf:
                      - items:
                          type: integer
                        type: array
                      - type: 'null'
                      default: null
                      title: Pages
                    blocks:
                      $ref: '#/components/schemas/BlocksOptions'
                    atomic_grounding:
                      default: true
                      description: Include the fine-grained `atomic_grounding` array on leaf elements. Set `false` to omit the field entirely from every node.
                      title: Atomic Grounding
                      type: boolean
                    inline_markdown:
                      default: false
                      description: 'Include each node''s slice of the document `markdown` inline as a `markdown` field on every structure node: the document root, each page, and each element (including table cells). `atomic_grounding` entries do not carry it.'
                      title: Inline Markdown
                      type: boolean
                    password:
                      anyOf:
                      - type: string
                      - type: 'null'
                      default: null
                      description: Password for encrypted PDFs. Not currently supported — providing a value returns a 422 error; decrypt the file before uploading.
                      title: Password
                  title: ParseOptions
                  type: object
                  description: Optional object that customizes the parse. Use it to select which pages to process, adjust how content appears in the Markdown, or control how much detail the response includes. Sent as a JSON-serialized string in form data.
                output_save_url:
                  type: string
                  description: Public URL the full response is delivered to; the API response then carries ``output_url`` instead of inline data.
                service_tier:
                  type: string
                  enum:
                  - standard
                  - priority
                  description: Async service tier (``POST /jobs`` only). ``priority`` runs in the fast lane at the sync billing rate; absent → ``standard``.
      x-codeSamples:
      - lang: cURL
        label: cURL
        source: "curl -X POST 'https://api.ade.landing.ai/v2/parse/jobs' \\\n  -H 'Authorization: Bearer YOUR_API_KEY' \\\n  -F 'document=@document.pdf' \\\n  -F 'model=dpt-3-pro-latest'"
      - lang: Python
        label: Python
        source: 'import requests


          url = ''https://api.ade.landing.ai/v2/parse/jobs''

          headers = {''Authorization'': ''Bearer YOUR_API_KEY''}


          files = {''document'': open(''document.pdf'', ''rb'')}

          data = {''model'': ''dpt-3-pro-latest''}


          response = requests.post(url, headers=headers, files=files, data=data)

          print(response.json())'
      - lang: JavaScript
        label: Node.js
        source: "const axios = require('axios');\nconst FormData = require('form-data');\nconst fs = require('fs');\n\nconst form = new FormData();\nform.append('document', fs.createReadStream('document.pdf'));\nform.append('model', 'dpt-3-pro-latest');\n\naxios.post('https://api.ade.landing.ai/v2/parse/jobs', form, {\n  headers: { 'Authorization': 'Bearer YOUR_API_KEY', ...form.getHeaders() }\n})\n  .then(response => console.log(response.data))\n  .catch(error => console.error(error));"
    get:
      tags:
      - Parse
      summary: ADE List Parse Jobs
      operationId: parse_list_jobs
      parameters:
      - name: page
        in: query
        required: false
        schema:
          type: integer
          minimum: 0
          description: Page number (0-indexed).
          default: 0
          title: Page
        description: Page number (0-indexed).
      - name: page_size
        in: query
        required: false
        schema:
          type: integer
          maximum: 100
          minimum: 1
          description: Number of items per page.
          default: 10
          title: Page Size
        description: Number of items per page.
      - name: status
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Filter by job status.
          title: Status
        description: Filter by job status.
      responses:
        '200':
          description: The caller's jobs, newest first
          content:
            application/json:
              schema:
                type: object
                properties:
                  jobs:
                    type: array
                    description: The caller's parse jobs for this page, newest first.
                    items:
                      type: object
                      properties:
                        job_id:
                          type: string
                          description: 'The unique identifier for the parse job. Format: ``<service>-<26-character Crockford base32 ULID>`` matching ``^(parse|extract)-[0-9a-hjkmnp-tv-z]{26}$``. Opaque, server-minted, and stable for the life of the job — the same id is returned on the sync response, the async 202, and every poll. Treat it as opaque; older id formats remain accepted indefinitely and are never re-issued.'
                        status:
                          type: string
                          enum:
                          - pending
                          - processing
                          - completed
                          - failed
                          description: 'The job''s current status: ``pending``, ``processing``, ``completed``, or ``failed``.'
                        created_at:
                          type:
                          - string
                          - 'null'
                          description: ISO-8601 timestamp for when the job was created.
                        completed_at:
                          type:
                          - string
                          - 'null'
                          description: ISO-8601 timestamp for when the job finished, if terminal.
                        model_version:
                          type:
                          - string
                          - 'null'
                          description: The model snapshot used to parse the document.
                        failure_reason:
                          type:
                          - string
                          - 'null'
                          description: The reason the job failed. Present only when ``status`` is ``failed``.
                  page:
                    type: integer
                    description: The 0-indexed page number.
                  page_size:
                    type: integer
                    description: Items per page.
                  has_more:
                    type: boolean
                    description: Whether more jobs exist beyond this page; request the next ``page`` to fetch them.
        '422':
          description: Request validation failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      x-codeSamples:
      - lang: cURL
        label: cURL
        source: "curl 'https://api.ade.landing.ai/v2/parse/jobs' \\\n  -H 'Authorization: Bearer YOUR_API_KEY'"
      - lang: Python
        label: Python
        source: 'import requests


          url = ''https://api.ade.landing.ai/v2/parse/jobs''

          headers = {''Authorization'': ''Bearer YOUR_API_KEY''}


          response = requests.get(url, headers=headers)

          print(response.json())'
      - lang: JavaScript
        label: Node.js
        source: "const axios = require('axios');\n\naxios.get('https://api.ade.landing.ai/v2/parse/jobs', {\n  headers: { 'Authorization': 'Bearer YOUR_API_KEY' }\n})\n  .then(response => console.log(response.data))\n  .catch(error => console.error(error));"
  /v2/parse/jobs/{job_id}:
    get:
      tags:
      - Parse
      summary: ADE Get Parse Jobs
      description: Get the status of an async parse job. Once the job has ``completed``, ``result`` carries the parse response (or ``output_url`` when ``output_save_url`` was set). Partial success (some pages failed) is reported in ``result.metadata.failed_pages``.
      operationId: parse_get_job
      parameters:
      - name: job_id
        in: path
        required: true
        schema:
          type: string
          description: The identifier of the job to retrieve, as returned by the create-job request.
          title: Job Id
        description: The identifier of the job to retrieve, as returned by the create-job request.
      responses:
        '200':
          description: Job status / result
          content:
            application/json:
              schema:
                type: object
                properties:
                  job_id:
                    type: string
                    description: 'The unique identifier for this parse job. Format: ``<service>-<26-character Crockford base32 ULID>`` matching ``^(parse|extract)-[0-9a-hjkmnp-tv-z]{26}$``. Opaque, server-minted, and stable for the life of the job — the same id is returned on the sync response, the async 202, and every poll. Treat it as opaque; older id formats remain accepted indefinitely and are never re-issued.'
                  status:
                    type: string
                    enum:
                    - pending
                    - processing
                    - completed
                    - failed
                    description: 'The job''s current status: ``pending``, ``processing``, ``completed``, or ``failed``.'
                  created_at:
                    type:
                    - string
                    - 'null'
                    description: ISO-8601 timestamp for when the job was created.
                  completed_at:
                    type: string
                    description: ISO-8601 timestamp; present once the job is terminal.
                  progress:
                    type: number
                    description: Job completion as a decimal from 0 (not started) to 1 (complete). Present while ``processing``.
                  result:
                    anyOf:
                    - $ref: '#/components/schemas/ParseResponse'
                    - type: 'null'
                    description: The parse response, present once the job has ``completed`` and ``output_save_url`` was not set. When ``output_save_url`` was set, the result is delivered there and ``output_url`` is returned instead.
                  output_url:
                    type:
                    - string
                    - 'null'
                    description: The URL the result was delivered to. Present once the job has ``completed`` and ``output_save_url`` was set, instead of inline ``result``.
                  error:
                    type: object
                    description: Present once the job has ``failed`` — the failure code + message.
                    properties:
                      code:
                        type: string
                        description: Stable error code.
                      message:
                        type: string
        '404':
          description: Job not found
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '422':
          description: Request validation failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
      x-codeSamples:
      - lang: cURL
        label: cURL
        source: "curl 'https://api.ade.landing.ai/v2/parse/jobs/JOB_ID' \\\n  -H 'Authorization: Bearer YOUR_API_KEY'"
      - lang: Python
        label: Python
        source: 'import requests


          url = ''https://api.ade.landing.ai/v2/parse/jobs/JOB_ID''

          headers = {''Authorization'': ''Bearer YOUR_API_KEY''}


          response = requests.get(url, headers=headers)

          print(response.json())'
      - lang: JavaScript
        label: Node.js
        source: "const axios = require('axios');\n\naxios.get('https://api.ade.landing.ai/v2/parse/jobs/JOB_ID', {\n  headers: { 'Authorization': 'Bearer YOUR_API_KEY' }\n})\n  .then(response => console.log(response.data))\n  .catch(error => console.error(error));"
components:
  schemas:
    Document:
      properties:
        type:
          const: document
          default: document
          description: The node type. Identifies this node as the root of the structure tree.
          title: Type
          type: string
        children:
          description: The pages of the document, in source order.
          items:
            $ref: '#/components/schemas/Page'
          title: Children
          type: array
        markdown:
          anyOf:
          - type: string
          - type: 'null'
          default: null
          description: The full document markdown — identical to the top-level `markdown` field, included so the structure tree is self-contained. Present only when `options.inline_markdown` is `true`.
          title: Markdown
      title: Document
      type: object
    Page:
      properties:
        type:
          const: page
          default: page
          description: The node type. Identifies this node as a page in the structure tree.
          title: Type
          type: string
        grounding:
          $ref: '#/components/schemas/Grounding'
          description: 'The page''s spatial data: `page` is the 1-indexed page number in the source document (not contiguous when `options.pages` filters out some pages); `range` covers this page''s content in the top-level `markdown` string (zero-length `start == end` for failed pages); `box` is always the full page `{0, 0, 1, 1}`.'
        status:
          default: ok
          description: Whether this page was parsed successfully (`ok`) or failed (`failed`).
          enum:
          - ok
          - failed
          title: Status
          type: string
        reason:
          anyOf:
          - type: string
          - type: 'null'
          default: null
          description: Failure reason. Present only when `status` is `failed`.
          title: Reason
        children:
          description: The elements detected on this page, in reading order. Empty for failed pages.
          items:
            $ref: '#/components/schemas/Element'
          title: Children
          type: array
        markdown:
          anyOf:
          - type: string
          - type: 'null'
          default: null
          description: This page's slice of the top-level `markdown` string (`markdown[grounding.range.start:grounding.range.end]`). `""` for failed pages. Present only when `options.inline_markdown` is `true`.
          title: Markdown
      required:
      - grounding
      title: Page
      type: object
    FigureOptions:
      additionalProperties: false
      properties:
        markdown:
          default: true
          title: Markdown
          type: boolean
      title: FigureOptions
      type: object
    Element:
      description: 'Hierarchical document element. All non-page elements share this shape.


        Keys off `type`; optional fields are excluded from the serialized JSON

        via ``exclude_none=True`` when not set.'
      properties:
        type:
          description: The element type. Determines which optional fields appear on this element.
          enum:
          - text
          - table
          - table_cell
          - figure
          - marginalia
          - attestation
          - logo
          - card
          - scan_code
          title: Type
          type: string
        id:
          description: Semantic element id, unique within the document. Format `<type>-<index>`, where `<index>` is a per-type 0-based counter assigned in reading order — `text-0` is the first text element in the document, `figure-0` the first figure, `table_cell-0` the first cell of the first table. Stable within a response but not across re-parses of the same document.
          title: Id
          type: string
        grounding:
          $ref: '#/components/schemas/Grounding'
          description: 'The element''s spatial data: the page it appears on, its `[start, end)` range in the top-level `markdown` string, and its bounding box in normalized page coordinates.'
        atomic_grounding:
          anyOf:
          - items:
              $ref: '#/components/schemas/Grounding'
            type: array
          - type: 'null'
          default: null
          description: 'Fine-grained grounding segments at the model''s current granularity (visual lines today; finer in future versions, same schema). Present only on leaf elements — every type except `table`. `[]` only when segments are structurally impossible: `table_cell` (a cell has no finer granularity than itself) and elements whose markdown is suppressed via `blocks.<type>.markdown=false`. Any other leaf the model could not segment finer carries a single entry covering the element''s full range and box. Omitted entirely when `options.atomic_grounding` is `false`.'
          title: Atomic Grounding
        children:
          anyOf:
          - items:
              $ref: '#/components/schemas/Element'
            type: array
          - type: 'null'
          default: null
          description: The cells (`table_cell` elements) of a `table` element. Present only when `type` is `table`.
          title: Children
        markdown:
          anyOf:
          - type: string
          - type: 'null'
          default: null
          description: The element's slice of the top-level `markdown` string (`markdown[grounding.range.start:grounding.range.end]`). `""` for zero-length ranges (e.g. blocks suppressed via `blocks.<type>.markdown=false`). Present only when `options.inline_markdown` is `true`.
          title: Markdown
        row:
          anyOf:
          - type: integer
          - type: 'null'
          default: null
          description: 0-indexed row position of this cell within its parent `table`. Present only on `table_cell` elements.
          title: Row
        col:
          anyOf:
          - type: integer
          - type: 'null'
          default: null
          description: 0-indexed column position of this cell within its parent `table`. Present only on `table_cell` elements.
          title: Col
        colspan:
          anyOf:
          - type: integer
          - type: 'null'
          default: null
          description: Number of columns this cell spans. `1` for unmerged cells. Present only on `table_cell` elements.
          title: Colspan
        rowspan:
          anyOf:
          - type: integer
          - type: 'null'
          default: null
          description: Number of rows this cell spans. `1` for unmerged cells. Present only on `table_cell` elements.
          title: Rowspan
      required:
      - type
      - id
      - grounding
      title: Element
      type: object
    Box:
      description: 'Axis-aligned bounding box in normalized page coordinates.


        Every value is a fraction of the page''s width (`xmin`/`xmax`) or height

        (`ymin`/`ymax`) in `[0, 1]`, with at most 8 decimal places. To convert to

        pixels, multiply by the dimensions of whatever raster of the page you are

        drawing on. Coordinates are clamped and rounded at construction so the

        in-process value always equals the serialized one.'
      properties:
        xmin:
          description: Left edge as a fraction of the page width, in `[0, 1]`.
          title: Xmin
          type: number
        ymin:
          description: Top edge as a fraction of the page height, in `[0, 1]`.
          title: Ymin
          type: number
        xmax:
          description: Right edge as a fraction of the page width, in `[0, 1]`.
          title: Xmax
          type: number
        ymax:
          description: Bottom edge as a fraction of the page height, in `[0, 1]`.
          title: Ymax
          type: number
      required:
      - xmin
      - ymin
      - xmax
      - ymax
      title: Box
      type: object
    ParseResponse:
      description: 'The parse result: the full document as `markdown`, its hierarchical

        `structure` (with per-node spatial `grounding` inline), and request

        `metadata`.'
      properties:
        markdown:
          description: The full document as a single Markdown string, in reading order.
          title: Markdown
          type: string
        metadata:
          $ref: '#/components/schemas/ParseMetadata'
          description: 'Information about the request: model version, page count, duration, billing, and more.'
        structure:
          $ref: '#/components/schemas/Document'
          description: 'The document''s hierarchical structure: pages and the elements detected on each page. Every node below the root carries its spatial data inline in a `grounding` object (`{page, range, box}`, normalized page coordinates); leaf elements additionally carry `atomic_grounding`.'
      required:
      - markdown
      - metadata
      - structure
      title: ParseResponse
      type: object
    BlocksOptions:
      additionalProperties: false
      properties:
        text:
          $ref: '#/components/schemas/BaseElementOptions'
        table:
          $ref: '#/components/schemas/TableOptions'
        figure:
          $ref: '#/components/schemas/FigureOptions'
        marginalia:
          $ref: '#/components/schemas/BaseElementOptions'
        attestation:
          $ref: '#/components/schemas/BaseElementOptions'
        logo:
          $ref: '#/components/schemas/BaseElementOptions'
        scan_code:
          $ref: '#/components/schemas/BaseElementOptions'
        card:
          $ref: '#/components/schemas/BaseElementOptions'
      title: BlocksOptions
      type: object
    BaseElementOptions:
      additionalProperties: false
      properties:
        markdown:
          default: true
          title: Markdown
          type: boolean
      title: BaseElementOptions
      type: object
    ErrorResponse:
      type: object
      title: ErrorResponse
      required:
      - code
      - message
      properties:
        code:
          type: string
          description: Stable snake_case error code (e.g. ``validation_error``, ``unknown_model_version``, ``invalid_url``, ``invalid_api_key``, ``rate_limit_exceeded``).
        message:
          type: string
          description: Human-readable detail.
    TableOptions:
      additionalProperties: false
      properties:
        markdown:
          default: true
          title: Markdown
          type: boolean
        format:
          default: html
          enum:
          - markdown
          - html
          title: Format
          type: string
      title: TableOptions
      type: object
    Range:
      description: A `[start, end)` slice of the top-level `markdown` string.
      properties:
        start:
          description: Inclusive start offset into the top-level `markdown` string, in the units declared by `metadata.range_units` (Unicode code points).
          title: Start
          type: integer
        end:
          description: Exclusive end offset into the top-level `markdown` string, in the units declared by `metadata.range_units` (Unicode code points).
          title: End
 

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# Full source: https://raw.githubusercontent.com/api-evangelist/landingai/refs/heads/main/openapi/landingai-parse-api-openapi.yml