LlamaParse Parse API

openapi: 3.0.3
info:
  title: Llama Platform Agent Data Parse API
  version: 0.1.0
tags:
- name: Parse
paths:
  /api/v2/parse/upload:
    post:
      tags:
      - Parse
      summary: Upload File Multipart
      description: 'Upload and parse a file using multipart/form-data.


        Send the file as a `file` field and parsing configuration as a

        `configuration` JSON string field.


        The job runs asynchronously. Poll `GET /parse/{job_id}` with

        `expand` to retrieve results.'
      operationId: upload_file_multipart_api_v2_parse_upload_post
      security:
      - HTTPBearer: []
      parameters:
      - name: project_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Project Id
      - name: organization_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Organization Id
      - name: session
        in: cookie
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Session
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ParseJobResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v2/parse:
    post:
      tags:
      - Parse
      summary: Parse File
      description: 'Parse a file by file ID or URL.


        Provide either `file_id` (a previously uploaded file) or

        `source_url` (a publicly accessible URL). Configure parsing

        with options like `tier`, `target_pages`, and `lang`.


        ## Tiers


        - `fast` — rule-based, cheapest, no AI

        - `cost_effective` — balanced speed and quality

        - `agentic` — full AI-powered parsing

        - `agentic_plus` — premium AI with specialized features


        The job runs asynchronously. Poll `GET /parse/{job_id}` with

        `expand=text` or `expand=markdown` to retrieve results.'
      operationId: parse_file_api_v2_parse_post
      security:
      - HTTPBearer: []
      parameters:
      - name: project_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Project Id
      - name: organization_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Organization Id
      - name: session
        in: cookie
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Session
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ParseRequestConfiguration'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ParseJobResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    get:
      tags:
      - Parse
      summary: List Parse Jobs
      description: 'List parse jobs for the current project.


        Filter by `status` or creation date range. Results are

        paginated — use `page_token` from the response to fetch

        subsequent pages.'
      operationId: list_parse_jobs_api_v2_parse_get
      security:
      - HTTPBearer: []
      parameters:
      - name: page_size
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: Number of items per page
          title: Page Size
        description: Number of items per page
      - name: page_token
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Token for pagination
          title: Page Token
        description: Token for pagination
      - name: status
        in: query
        required: false
        schema:
          anyOf:
          - enum:
            - PENDING
            - RUNNING
            - COMPLETED
            - FAILED
            - CANCELLED
            type: string
          - type: 'null'
          description: Filter by job status (PENDING, RUNNING, COMPLETED, FAILED, CANCELLED)
          title: Status
        description: Filter by job status (PENDING, RUNNING, COMPLETED, FAILED, CANCELLED)
      - name: job_ids
        in: query
        required: false
        schema:
          anyOf:
          - type: array
            items:
              type: string
          - type: 'null'
          description: Filter by specific job IDs
          title: Job Ids
        description: Filter by specific job IDs
      - name: project_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Project Id
      - name: organization_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Organization Id
      - name: created_at_on_or_after
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: date-time
          - type: 'null'
          description: Include items created at or after this timestamp (inclusive)
          title: Created At On Or After
        description: Include items created at or after this timestamp (inclusive)
      - name: created_at_on_or_before
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: date-time
          - type: 'null'
          description: Include items created at or before this timestamp (inclusive)
          title: Created At On Or Before
        description: Include items created at or before this timestamp (inclusive)
      - name: session
        in: cookie
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Session
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ParseJobQueryResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v2/parse/versions:
    get:
      tags:
      - Parse
      summary: List Parse Versions
      description: List the parse versions accepted by each tier.
      operationId: list_parse_versions_api_v2_parse_versions_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ParseVersionsResponse'
  /api/v2/parse/{job_id}:
    get:
      tags:
      - Parse
      summary: Get Parse Job
      description: 'Retrieve a parse job with optional expanded content.


        By default returns job metadata only. Use `expand` to include

        parsed content:


        - `text` — plain text output

        - `markdown` — markdown output

        - `items` — structured page-by-page output

        - `job_metadata` — usage and processing details


        Content metadata fields (e.g. `text_content_metadata`) return

        presigned URLs for downloading large results.'
      operationId: get_parse_job_api_v2_parse__job_id__get
      security:
      - HTTPBearer: []
      parameters:
      - name: job_id
        in: path
        required: true
        schema:
          type: string
          title: Job Id
      - name: expand
        in: query
        required: false
        schema:
          type: array
          items:
            type: string
          description: 'Fields to include: text, markdown, items, metadata, job_metadata, text_content_metadata, markdown_content_metadata, items_content_metadata, metadata_content_metadata, raw_words_content_metadata, xlsx_content_metadata, output_pdf_content_metadata, images_content_metadata. Metadata fields include presigned URLs.'
          title: Expand
        description: 'Fields to include: text, markdown, items, metadata, job_metadata, text_content_metadata, markdown_content_metadata, items_content_metadata, metadata_content_metadata, raw_words_content_metadata, xlsx_content_metadata, output_pdf_content_metadata, images_content_metadata. Metadata fields include presigned URLs.'
      - name: image_filenames
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: 'Filter to specific image filenames (optional). Example: image_0.png,image_1.jpg'
          title: Image Filenames
        description: 'Filter to specific image filenames (optional). Example: image_0.png,image_1.jpg'
      - name: project_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Project Id
      - name: organization_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Organization Id
      - name: session
        in: cookie
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Session
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ParseResultResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v2/parse/{job_id}/cancel:
    post:
      tags:
      - Parse
      summary: Cancel Parse Job
      description: 'Cancel a running parse job.


        Stops processing and marks the job as CANCELLED. Returns the updated job. Jobs already in a terminal state (COMPLETED, FAILED, CANCELLED) cannot be cancelled.'
      operationId: cancel_parse_job_api_v2_parse__job_id__cancel_post
      security:
      - HTTPBearer: []
      parameters:
      - name: job_id
        in: path
        required: true
        schema:
          type: string
          title: Job Id
      - name: project_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Project Id
      - name: organization_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Organization Id
      - name: session
        in: cookie
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Session
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ParseJobResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
components:
  schemas:
    MetadataResultPage:
      properties:
        page_number:
          type: integer
          title: Page Number
          description: Page number of the document
        confidence:
          anyOf:
          - type: number
          - type: 'null'
          title: Confidence
          description: Confidence score for the page parsing (0-1)
        speaker_notes:
          anyOf:
          - type: string
          - type: 'null'
          title: Speaker Notes
          description: Speaker notes from presentation slides
        slide_section_name:
          anyOf:
          - type: string
          - type: 'null'
          title: Slide Section Name
          description: Section name from presentation slides
        printed_page_number:
          anyOf:
          - type: string
          - type: 'null'
          title: Printed Page Number
          description: Printed page number as it appears in the document
        original_orientation_angle:
          anyOf:
          - type: integer
          - type: 'null'
          title: Original Orientation Angle
          description: Original orientation angle of the page in degrees
        cost_optimized:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Cost Optimized
          description: Whether cost-optimized parsing was used for the page
        triggered_auto_mode:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Triggered Auto Mode
          description: Whether auto mode was triggered for the page
      type: object
      required:
      - page_number
      title: MetadataResultPage
      description: Page-level metadata including confidence scores and presentation-specific data.
    ResultTypeMetadata:
      properties:
        size_bytes:
          type: integer
          title: Size Bytes
          description: Size of the result file in bytes
        exists:
          type: boolean
          title: Exists
          description: Whether the result file exists in S3
          default: true
        presigned_url:
          anyOf:
          - type: string
          - type: 'null'
          title: Presigned Url
          description: Presigned URL to download the result file
      type: object
      required:
      - size_bytes
      title: ResultTypeMetadata
      description: Metadata about a specific result type stored in S3.
    MarkdownResultPage:
      properties:
        page_number:
          type: integer
          title: Page Number
          description: Page number of the document
        markdown:
          type: string
          title: Markdown
          description: Markdown content of the page
        header:
          anyOf:
          - type: string
          - type: 'null'
          title: Header
          description: Header of the page in markdown
        footer:
          anyOf:
          - type: string
          - type: 'null'
          title: Footer
          description: Footer of the page in markdown
        success:
          type: boolean
          const: true
          title: Success
          description: Success indicator
      type: object
      required:
      - page_number
      - markdown
      - success
      title: MarkdownResultPage
    LlamaParseSpatialTextOptions:
      properties:
        preserve_layout_alignment_across_pages:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Preserve Layout Alignment Across Pages
          description: Maintain consistent text column alignment across page boundaries. Automatically enabled for document-level parsing modes
        preserve_very_small_text:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Preserve Very Small Text
          description: Include text below the normal size threshold. Useful for footnotes, watermarks, or fine print that might otherwise be filtered out
        do_not_unroll_columns:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Do Not Unroll Columns
          description: Keep multi-column layouts intact instead of linearizing columns into sequential text. Automatically enabled for non-fast tiers
      additionalProperties: false
      type: object
      title: LlamaParseSpatialTextOptions
      description: 'Spatial text output options for preserving document layout.


        Spatial text maintains the visual positioning of text elements, useful for

        documents where layout conveys meaning (forms, tables, multi-column layouts).'
    HeadingItem:
      properties:
        type:
          type: string
          const: heading
          title: Type
          description: Heading item type
          default: heading
        md:
          type: string
          title: Md
          description: Markdown representation preserving formatting
        bbox:
          anyOf:
          - items:
              $ref: '#/components/schemas/BBox'
            type: array
          - type: 'null'
          title: Bbox
          description: List of bounding boxes
        level:
          type: integer
          title: Level
          description: Heading level (1-6)
        value:
          type: string
          title: Value
          description: Heading text content
      type: object
      required:
      - md
      - level
      - value
      title: HeadingItem
    LlamaParseProcessingControl:
      properties:
        timeouts:
          $ref: '#/components/schemas/LlamaParseTimeouts'
          description: Timeout settings for job execution. Increase for large or complex documents
        job_failure_conditions:
          $ref: '#/components/schemas/LlamaParseJobFailureConditions'
          description: Quality thresholds that determine when a job should fail vs complete with partial results
      additionalProperties: false
      type: object
      title: LlamaParseProcessingControl
      description: Job processing controls for timeouts and failure handling.
    LlamaParseFastOptions:
      properties: {}
      additionalProperties: false
      type: object
      title: LlamaParseFastOptions
      description: 'Options for fast tier parsing (rule-based, no AI).


        Fast tier uses deterministic algorithms for text extraction without AI enhancement.

        It''s the fastest and most cost-effective option, best suited for simple documents

        with standard layouts. Currently has no configurable options but reserved for

        future expansion.'
    LlamaParseInputOptions:
      properties:
        html:
          $ref: '#/components/schemas/LlamaParseHtmlOptions'
          description: HTML/web page parsing options (applies to .html, .htm files)
        pdf:
          $ref: '#/components/schemas/LlamaParsePdfOptions'
          description: PDF-specific parsing options (applies to .pdf files)
        spreadsheet:
          $ref: '#/components/schemas/LlamaParseSpreadsheetOptions'
          description: Spreadsheet parsing options (applies to .xlsx, .xls, .csv, .ods files)
        presentation:
          $ref: '#/components/schemas/LlamaParsePresentationOptions'
          description: Presentation parsing options (applies to .pptx, .ppt, .odp, .key files)
      additionalProperties: false
      type: object
      title: LlamaParseInputOptions
      description: 'Input format-specific parsing options.


        These options only apply when parsing documents of the corresponding format.

        LlamaParse automatically detects the input format based on file extension and content.'
    TextResult:
      properties:
        pages:
          items:
            $ref: '#/components/schemas/TextResultPage'
          type: array
          title: Pages
          description: List of text pages
      type: object
      required:
      - pages
      title: TextResult
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    CodeItem:
      properties:
        type:
          type: string
          const: code
          title: Type
          description: Code block item type
          default: code
        md:
          type: string
          title: Md
          description: Markdown representation preserving formatting
        bbox:
          anyOf:
          - items:
              $ref: '#/components/schemas/BBox'
            type: array
          - type: 'null'
          title: Bbox
          description: List of bounding boxes
        value:
          type: string
          title: Value
          description: Code content
        language:
          anyOf:
          - type: string
          - type: 'null'
          title: Language
          description: Programming language identifier
      type: object
      required:
      - md
      - value
      title: CodeItem
    LlamaParseTables:
      properties:
        compact_markdown_tables:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Compact Markdown Tables
          description: Remove extra whitespace padding in markdown table cells for more compact output
        output_tables_as_markdown:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Output Tables As Markdown
          description: Output tables as markdown pipe tables instead of HTML <table> tags. Markdown tables are simpler but cannot represent complex structures like merged cells
        markdown_table_multiline_separator:
          anyOf:
          - type: string
          - type: 'null'
          title: Markdown Table Multiline Separator
          description: 'Separator string for multiline cell content in markdown tables. Example: ''<br>'' to preserve line breaks, '' '' to join with spaces'
        merge_continued_tables:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Merge Continued Tables
          description: Automatically merge tables that span multiple pages into a single table. The merged table appears on the first page with merged_from_pages metadata
      additionalProperties: false
      type: object
      title: LlamaParseTables
      description: Table formatting options for markdown output.
    LlamaParsePresentationOptions:
      properties:
        out_of_bounds_content:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Out Of Bounds Content
          description: Extract content positioned outside the visible slide area. Some presentations have hidden notes or content that extends beyond slide boundaries
        skip_embedded_data:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Skip Embedded Data
          description: Skip extraction of embedded chart data tables. When true, only the visual representation of charts is captured, not the underlying data
      additionalProperties: false
      type: object
      title: LlamaParsePresentationOptions
      description: Presentation (PowerPoint, Keynote, ODP) parsing options.
    LlamaParsePdfOptions:
      properties: {}
      additionalProperties: false
      type: object
      title: LlamaParsePdfOptions
    LlamaParseJobFailureConditions:
      properties:
        allowed_page_failure_ratio:
          anyOf:
          - type: number
            maximum: 1.0
            exclusiveMinimum: 0.0
          - type: 'null'
          title: Allowed Page Failure Ratio
          description: 'Maximum ratio of pages allowed to fail before the job fails (0-1). Example: 0.1 means job fails if more than 10% of pages fail. Default is 0.05 (5%)'
        fail_on_image_extraction_error:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Fail On Image Extraction Error
          description: Fail the entire job if any embedded image cannot be extracted. By default, image extraction errors are logged but don't fail the job
        fail_on_image_ocr_error:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Fail On Image Ocr Error
          description: Fail the entire job if OCR fails on any image. By default, OCR errors result in empty text for that image
        fail_on_markdown_reconstruction_error:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Fail On Markdown Reconstruction Error
          description: Fail the entire job if markdown cannot be reconstructed for any page. By default, failed pages use fallback text extraction
        fail_on_buggy_font:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Fail On Buggy Font
          description: Fail the job if a problematic font is detected that may cause incorrect text extraction. Buggy fonts can produce garbled or missing characters
      additionalProperties: false
      type: object
      title: LlamaParseJobFailureConditions
      description: 'Conditions that determine when a parsing job should fail vs complete with partial results.


        By default, jobs complete successfully even if some pages fail to parse.

        Use these settings to enforce stricter quality requirements.'
    ImagesContentMetadata:
      properties:
        total_count:
          type: integer
          title: Total Count
          description: Total number of extracted images
        images:
          items:
            $ref: '#/components/schemas/ImageMetadata'
          type: array
          title: Images
          description: List of image metadata with presigned URLs
      type: object
      required:
      - total_count
      - images
      title: ImagesContentMetadata
      description: Metadata for all extracted images.
    ImageMetadata:
      properties:
        index:
          type: integer
          title: Index
          description: Index of the image in the extraction order
        filename:
          type: string
          title: Filename
          description: Image filename (e.g., 'image_0.png')
        content_type:
          anyOf:
          - type: string
          - type: 'null'
          title: Content Type
          description: MIME type of the image
        size_bytes:
          anyOf:
          - type: integer
          - type: 'null'
          title: Size Bytes
          description: 'Deprecated: always returns None. Will be removed in a future release.'
          deprecated: true
        presigned_url:
          anyOf:
          - type: string
          - type: 'null'
          title: Presigned Url
          description: Presigned URL to download the image
        category:
          anyOf:
          - type: string
            enum:
            - screenshot
            - embedded
            - layout
          - type: 'null'
          title: Category
          description: 'Image category: ''screenshot'' (full page), ''embedded'' (images in document), or ''layout'' (cropped from layout detection)'
        bbox:
          anyOf:
          - $ref: '#/components/schemas/ImageMetadataBBox'
          - type: 'null'
          description: Bounding box of the image on its page
      type: object
      required:
      - index
      - filename
      title: ImageMetadata
      description: Metadata for a single extracted image.
    ParseResultResponse:
      properties:
        job:
          $ref: '#/components/schemas/ParseJobResponse'
          description: Parse job status and metadata
        result_content_metadata:
          anyOf:
          - additionalProperties:
              $ref: '#/components/schemas/ResultTypeMetadata'
            type: object
          - type: 'null'
          title: Result Content Metadata
          description: Metadata including size, existence, and presigned URLs for result files
        text:
          anyOf:
          - $ref: '#/components/schemas/TextResult'
          - type: 'null'
          description: Plain text result (if requested)
        markdown:
          anyOf:
          - $ref: '#/components/schemas/MarkdownResult'
          - type: 'null'
          description: Markdown result (if requested)
        items:
          anyOf:
          - $ref: '#/components/schemas/StructuredResult'
          - type: 'null'
          description: Structured JSON result (if requested)
        metadata:
          anyOf:
          - $ref: '#/components/schemas/MetadataResult'
          - type: 'null'
          description: Page-level metadata including confidence scores and presentation data (if requested)
        markdown_full:
          anyOf:
          - type: string
          - type: 'null'
          title: Markdown Full
          description: Full raw markdown content (if requested)
        text_full:
          anyOf:
          - type: string
          - type: 'null'
          title: Text Full
          description: Full raw text content (if requested)
        images_content_metadata:
          anyOf:
          - $ref: '#/components/schemas/ImagesContentMetadata'
          - type: 'null'
          description: Metadata for all extracted images with presigned URLs (if requested)
        job_metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Job Metadata
          description: Job execution metadata (if requested)
        raw_parameters:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Raw Parameters
      type: object
      required:
      - job
      title: ParseResultResponse
      description: 'Parse result response with job status and optional content or metadata.


        The job field is always included. Other fields are included based on expand parameters.'
    FooterItem:
      properties:
        type:
          type: string
          const: footer
          title: Type
          description: Page footer container
          default: footer
        md:
          type: string
          title: Md
          description: Markdown representation preserving formatting
        bbox:
          anyOf:
          - items:
              $ref: '#/components/schemas/BBox'
            type: array
          - type: 'null'
          title: Bbox
          description: List of bounding boxes
        items:
          items:
            oneOf:
            - $ref: '#/components/schemas/TextItem'
            - $ref: '#/components/schemas/HeadingItem'
            - $ref: '#/components/schemas/ListItem'
            - $ref: '#/components/schemas/CodeItem'
            - $ref: '#/components/schemas/TableItem'
            - $ref: '#/components/schemas/ImageItem'
            - $ref: '#/components/schemas/LinkItem'
            discriminator:
              propertyName: type
              mapping:
                code: '#/components/schemas/CodeItem'
                heading: '#/components/schemas/HeadingItem'
                image: '#/components/schemas/ImageItem'
                link: '#/components/schemas/LinkItem'
                list: '#/components/schemas/ListItem'
                table: '#/components/schemas/TableItem'
                text: '#/components/schemas/TextItem'
          type: array
          title: Items
          description: List of items within the footer
      type: object
      required:
      - md
      - items
      title: FooterItem
    MarkdownResult:
      properties:
        pages:
          items:
            anyOf:
            - $ref: '#/components/schemas/MarkdownResultPage'
            - $ref: '#/components/schemas/FailedMarkdownPage'
          type: array
          title: Pages
          description: List of markdown pages or failed page entries
      type: object
      required:
      - pages
      title: MarkdownResult
    LlamaParseOcrParameters:
      properties:
        languages:
          anyOf:
          - items:
              $ref: '#/components/schemas/ParserLanguages'
            type: array
          - type: 'null'
          title: Languages
          description: 'Languages to use for OCR text recognition. Specify multiple languages if document contains mixed-language content. Order matters - put primary language first. Example: [''en'', ''es''] for English with Spanish'
      additionalProperties: false
      type: object
      title: LlamaParseOcrParameters
      description: OCR (Optical Character Recognition) configuration parameters.
    AutoModePresentationOptions:
      properties:
        out_of_bounds_c

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