LlamaParse Batch Processing API

The Batch Processing API from LlamaParse — 5 operation(s) for batch processing.

Operations 6

POST /api/v1/beta/batch-processing Create Batch Job #
GET /api/v1/beta/batch-processing List Batch Jobs #
GET /api/v1/beta/batch-processing/{job_id} Get Batch Job Status #
GET /api/v1/beta/batch-processing/{job_id}/items List Batch Job Items #
POST /api/v1/beta/batch-processing/{job_id}/cancel Cancel Batch Job #
GET /api/v1/beta/batch-processing/items/{item_id}/processing-results Get Item Processing Results #

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OpenAPI Specification

llamaparse-batch-processing-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: Llama Platform Agent Data Batch Processing API
  version: 0.1.0
servers:
- url: https://api.cloud.llamaindex.ai
  description: Base URL declared by the provider in apis.yml (roadmap#122).
tags:
- name: Batch Processing
paths:
  /api/v1/beta/batch-processing:
    post:
      tags:
      - Batch Processing
      summary: Create Batch Job
      description: 'Create a batch processing job.


        Processes files from a directory or a specific list of item IDs.

        Supports batch parsing and classification operations.


        Provide either `directory_id` to process all files in a directory,

        or `item_ids` for specific items. The job runs asynchronously —

        poll `GET /batch/{job_id}` for progress.'
      operationId: create_batch_job_api_v1_beta_batch_processing_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: temporal-namespace
        in: header
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Temporal-Namespace
      - name: session
        in: cookie
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Session
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/BatchJobCreateRequest'
      responses:
        '201':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchJobResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    get:
      tags:
      - Batch Processing
      summary: List Batch Jobs
      description: 'List batch processing jobs with optional filtering.


        Filter by `directory_id`, `job_type`, or `status`. Results

        are paginated with configurable `limit` and `offset`.'
      operationId: list_batch_jobs_api_v1_beta_batch_processing_get
      security:
      - HTTPBearer: []
      parameters:
      - name: directory_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Filter by directory ID
          title: Directory Id
        description: Filter by directory ID
      - name: job_type
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/BatchJobType'
          - type: 'null'
          description: Filter by job type (PARSE, EXTRACT, CLASSIFY)
          title: Job Type
        description: Filter by job type (PARSE, EXTRACT, CLASSIFY)
      - name: status
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/BatchJobStatus'
          - 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: limit
        in: query
        required: false
        schema:
          type: integer
          maximum: 1000
          minimum: 1
          description: Maximum number of jobs to return
          default: 50
          title: Limit
        description: Maximum number of jobs to return
      - name: offset
        in: query
        required: false
        schema:
          type: integer
          minimum: 0
          description: Number of jobs to skip for pagination
          default: 0
          title: Offset
        description: Number of jobs to skip for pagination
      - 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/BatchJobQueryResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/beta/batch-processing/{job_id}:
    get:
      tags:
      - Batch Processing
      summary: Get Batch Job Status
      description: 'Get detailed status of a batch processing job.


        Returns current progress percentage, file counts (total,

        processed, failed, skipped), and timestamps.'
      operationId: get_batch_job_status_api_v1_beta_batch_processing__job_id__get
      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/BatchJobStatusResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/beta/batch-processing/{job_id}/items:
    get:
      tags:
      - Batch Processing
      summary: List Batch Job Items
      description: 'List items in a batch job with optional status filtering.


        Useful for finding failed items, viewing completed items,

        or debugging processing issues.'
      operationId: list_batch_job_items_api_v1_beta_batch_processing__job_id__items_get
      security:
      - HTTPBearer: []
      parameters:
      - name: job_id
        in: path
        required: true
        schema:
          type: string
          title: Job Id
      - name: status
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/BatchFileStatus'
          - type: 'null'
          description: Filter items by status
          title: Status
        description: Filter items by status
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          maximum: 1000
          minimum: 1
          description: Maximum number of items to return
          default: 100
          title: Limit
        description: Maximum number of items to return
      - name: offset
        in: query
        required: false
        schema:
          type: integer
          minimum: 0
          description: Number of items to skip
          default: 0
          title: Offset
        description: Number of items to skip
      - 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/BatchItemListResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/beta/batch-processing/{job_id}/cancel:
    post:
      tags:
      - Batch Processing
      summary: Cancel Batch Job
      description: 'Cancel a running batch processing job.


        Stops processing and marks pending items as cancelled.

        Items currently being processed may still complete.'
      operationId: cancel_batch_job_api_v1_beta_batch_processing__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: temporal-namespace
        in: header
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Temporal-Namespace
      - name: session
        in: cookie
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Session
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/BatchJobCancelRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchJobCancelResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/v1/beta/batch-processing/items/{item_id}/processing-results:
    get:
      tags:
      - Batch Processing
      summary: Get Item Processing Results
      description: 'Get all processing results for a specific item.


        Returns the complete processing history for an item including

        what operations were performed, parameters used, and where

        outputs are stored. Optionally filter by `job_type`.'
      operationId: get_item_processing_results_api_v1_beta_batch_processing_items__item_id__processing_results_get
      security:
      - HTTPBearer: []
      parameters:
      - name: item_id
        in: path
        required: true
        schema:
          type: string
          title: Item Id
      - name: job_type
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/BatchJobType'
          - type: 'null'
          description: Filter results by job type
          title: Job Type
        description: Filter results by job type
      - 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/ItemProcessingResultsResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
components:
  schemas:
    BatchJobCancelResponse:
      properties:
        job_id:
          type: string
          title: Job Id
          description: ID of the cancelled job
        status:
          $ref: '#/components/schemas/BatchJobStatus'
          description: New status (should be 'cancelled')
        processed_items:
          type: integer
          title: Processed Items
          description: Number of items processed before cancellation
        message:
          type: string
          title: Message
          description: Confirmation message
      type: object
      required:
      - job_id
      - status
      - processed_items
      - message
      title: BatchJobCancelResponse
      description: Response after cancelling a batch job.
    BatchJobStatus:
      type: string
      enum:
      - pending
      - running
      - dispatched
      - completed
      - failed
      - cancelled
      title: BatchJobStatus
      description: Status of a batch processing job.
    BatchJobQueryResponse:
      properties:
        items:
          items:
            $ref: '#/components/schemas/BatchJobResponse'
          type: array
          title: Items
          description: The list of items.
        next_page_token:
          anyOf:
          - type: string
          - type: 'null'
          title: Next Page Token
          description: A token, which can be sent as page_token to retrieve the next page. If this field is omitted, there are no subsequent pages.
        total_size:
          anyOf:
          - type: integer
          - type: 'null'
          title: Total Size
          description: The total number of items available. This is only populated when specifically requested. The value may be an estimate and can be used for display purposes only.
      type: object
      required:
      - items
      title: BatchJobQueryResponse
      description: Response schema for paginated batch job queries.
    ParsingMode:
      type: string
      enum:
      - parse_page_without_llm
      - parse_page_with_llm
      - parse_page_with_lvm
      - parse_page_with_agent
      - parse_page_with_layout_agent
      - parse_document_with_llm
      - parse_document_with_lvm
      - parse_document_with_agent
      title: ParsingMode
      description: Enum for representing the mode of parsing to be used.
    ClassifyParsingConfiguration:
      properties:
        lang:
          $ref: '#/components/schemas/ParserLanguages'
          description: The language to parse the files in
          default: en
        max_pages:
          anyOf:
          - type: integer
          - type: 'null'
          title: Max Pages
          description: The maximum number of pages to parse
          default: 5
        target_pages:
          anyOf:
          - items:
              type: integer
            type: array
            minItems: 1
          - type: 'null'
          title: Target Pages
          description: The pages to target for parsing (0-indexed, so first page is at 0)
      type: object
      title: ClassifyParsingConfiguration
      description: Parsing configuration for a classify job.
    BatchParseJobConfig:
      properties:
        webhook_configurations:
          anyOf:
          - items:
              $ref: '#/components/schemas/WebhookConfiguration'
            type: array
          - type: 'null'
          title: Webhook Configurations
          description: Outbound webhook endpoints to notify on job status changes
        priority:
          anyOf:
          - type: string
            enum:
            - low
            - medium
            - high
            - critical
          - type: 'null'
          title: Priority
          description: The priority for the request. This field may be ignored or overwritten depending on the organization tier.
        custom_metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Custom Metadata
          description: The custom metadata to attach to the documents.
        resource_info:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Resource Info
          description: The resource info about the file
        languages:
          items:
            $ref: '#/components/schemas/ParserLanguages'
          type: array
          minItems: 1
          title: Languages
        parsing_instruction:
          anyOf:
          - type: string
          - type: 'null'
          title: Parsing Instruction
          default: ''
        disable_ocr:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Disable Ocr
          default: false
        annotate_links:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Annotate Links
          default: false
        adaptive_long_table:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Adaptive Long Table
          default: false
        compact_markdown_table:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Compact Markdown Table
          default: false
        disable_reconstruction:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Disable Reconstruction
          default: false
        disable_image_extraction:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Disable Image Extraction
          default: false
        invalidate_cache:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Invalidate Cache
          default: false
        outlined_table_extraction:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Outlined Table Extraction
          default: false
        aggressive_table_extraction:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Aggressive Table Extraction
          default: false
        merge_tables_across_pages_in_markdown:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Merge Tables Across Pages In Markdown
          default: false
        output_pdf_of_document:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Output Pdf Of Document
          default: false
        do_not_cache:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Do Not Cache
          default: false
        fast_mode:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Fast Mode
          default: false
        skip_diagonal_text:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Skip Diagonal Text
          default: false
        preserve_layout_alignment_across_pages:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Preserve Layout Alignment Across Pages
          default: false
        preserve_very_small_text:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Preserve Very Small Text
          default: false
        gpt4o_mode:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Gpt4O Mode
          default: false
        gpt4o_api_key:
          anyOf:
          - type: string
          - type: 'null'
          title: Gpt4O Api Key
        do_not_unroll_columns:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Do Not Unroll Columns
          default: false
        extract_layout:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Extract Layout
          default: false
        high_res_ocr:
          anyOf:
          - type: boolean
          - type: 'null'
          title: High Res Ocr
          default: false
        html_make_all_elements_visible:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Html Make All Elements Visible
          default: false
        layout_aware:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Layout Aware
          default: false
        specialized_chart_parsing_agentic:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Specialized Chart Parsing Agentic
          default: false
        specialized_chart_parsing_plus:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Specialized Chart Parsing Plus
          default: false
        specialized_chart_parsing_efficient:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Specialized Chart Parsing Efficient
          default: false
        specialized_image_parsing:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Specialized Image Parsing
          default: false
        precise_bounding_box:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Precise Bounding Box
          default: false
        line_level_bounding_box:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Line Level Bounding Box
          default: false
        html_remove_navigation_elements:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Html Remove Navigation Elements
          default: false
        html_remove_fixed_elements:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Html Remove Fixed Elements
          default: false
        guess_xlsx_sheet_name:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Guess Xlsx Sheet Name
          default: false
        page_separator:
          anyOf:
          - type: string
          - type: 'null'
          title: Page Separator
        bounding_box:
          anyOf:
          - type: string
          - type: 'null'
          title: Bounding Box
        bbox_top:
          anyOf:
          - type: number
          - type: 'null'
          title: Bbox Top
        bbox_right:
          anyOf:
          - type: number
          - type: 'null'
          title: Bbox Right
        bbox_bottom:
          anyOf:
          - type: number
          - type: 'null'
          title: Bbox Bottom
        bbox_left:
          anyOf:
          - type: number
          - type: 'null'
          title: Bbox Left
        target_pages:
          anyOf:
          - type: string
          - type: 'null'
          title: Target Pages
        use_vendor_multimodal_model:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Use Vendor Multimodal Model
          default: false
        vendor_multimodal_model_name:
          anyOf:
          - type: string
          - type: 'null'
          title: Vendor Multimodal Model Name
        model:
          anyOf:
          - type: string
          - type: 'null'
          title: Model
        vendor_multimodal_api_key:
          anyOf:
          - type: string
          - type: 'null'
          title: Vendor Multimodal Api Key
        page_prefix:
          anyOf:
          - type: string
          - type: 'null'
          title: Page Prefix
        page_suffix:
          anyOf:
          - type: string
          - type: 'null'
          title: Page Suffix
        webhook_url:
          anyOf:
          - type: string
          - type: 'null'
          title: Webhook Url
        preset:
          anyOf:
          - type: string
          - type: 'null'
          title: Preset
        take_screenshot:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Take Screenshot
          default: false
        is_formatting_instruction:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Is Formatting Instruction
          default: true
        premium_mode:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Premium Mode
          default: false
        continuous_mode:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Continuous Mode
          default: false
        input_s3_path:
          anyOf:
          - type: string
          - type: 'null'
          title: Input S3 Path
        input_s3_region:
          anyOf:
          - type: string
          - type: 'null'
          title: Input S3 Region
          description: The region for the input S3 bucket.
        output_s3_path_prefix:
          anyOf:
          - type: string
          - type: 'null'
          title: Output S3 Path Prefix
          description: If specified, llamaParse will save the output to the specified path. All output file will use this 'prefix' should be a valid s3:// url
        output_s3_region:
          anyOf:
          - type: string
          - type: 'null'
          title: Output S3 Region
          description: The region for the output S3 bucket.
        project_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Project Id
        azure_openai_deployment_name:
          anyOf:
          - type: string
          - type: 'null'
          title: Azure Openai Deployment Name
        azure_openai_endpoint:
          anyOf:
          - type: string
          - type: 'null'
          title: Azure Openai Endpoint
        azure_openai_api_version:
          anyOf:
          - type: string
          - type: 'null'
          title: Azure Openai Api Version
        azure_openai_key:
          anyOf:
          - type: string
          - type: 'null'
          title: Azure Openai Key
        input_url:
          anyOf:
          - type: string
          - type: 'null'
          title: Input Url
        http_proxy:
          anyOf:
          - type: string
          - type: 'null'
          title: Http Proxy
        auto_mode:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Auto Mode
          default: false
        auto_mode_trigger_on_regexp_in_page:
          anyOf:
          - type: string
          - type: 'null'
          title: Auto Mode Trigger On Regexp In Page
        auto_mode_trigger_on_text_in_page:
          anyOf:
          - type: string
          - type: 'null'
          title: Auto Mode Trigger On Text In Page
        auto_mode_trigger_on_table_in_page:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Auto Mode Trigger On Table In Page
          default: false
        auto_mode_trigger_on_image_in_page:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Auto Mode Trigger On Image In Page
          default: false
        auto_mode_configuration_json:
          anyOf:
          - type: string
          - type: 'null'
          title: Auto Mode Configuration Json
        structured_output:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Structured Output
          default: false
        structured_output_json_schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Structured Output Json Schema
        structured_output_json_schema_name:
          anyOf:
          - type: string
          - type: 'null'
          title: Structured Output Json Schema Name
        max_pages:
          anyOf:
          - type: integer
          - type: 'null'
          title: Max Pages
        max_pages_enforced:
          anyOf:
          - type: integer
          - type: 'null'
          title: Max Pages Enforced
        extract_charts:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Extract Charts
          default: false
        formatting_instruction:
          anyOf:
          - type: string
          - type: 'null'
          title: Formatting Instruction
        complemental_formatting_instruction:
          anyOf:
          - type: string
          - type: 'null'
          title: Complemental Formatting Instruction
        content_guideline_instruction:
          anyOf:
          - type: string
          - type: 'null'
          title: Content Guideline Instruction
        spreadsheet_extract_sub_tables:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Spreadsheet Extract Sub Tables
          default: false
        spreadsheet_force_formula_computation:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Spreadsheet Force Formula Computation
          default: false
        spreadsheet_include_hidden_sheets:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Spreadsheet Include Hidden Sheets
          default: false
        inline_images_in_markdown:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Inline Images In Markdown
          default: false
        job_timeout_in_seconds:
          anyOf:
          - type: number
          - type: 'null'
          title: Job Timeout In Seconds
        job_timeout_extra_time_per_page_in_seconds:
          anyOf:
          - type: number
          - type: 'null'
          title: Job Timeout Extra Time Per Page In Seconds
        strict_mode_image_extraction:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Strict Mode Image Extraction
          default: false
        strict_mode_image_ocr:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Strict Mode Image Ocr
          default: false
        strict_mode_reconstruction:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Strict Mode Reconstruction
          default: false
        strict_mode_buggy_font:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Strict Mode Buggy Font
          default: false
        save_images:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Save Images
          default: true
        images_to_save:
          anyOf:
          - items:
              type: string
              enum:
              - screenshot
              - embedded
              - layout
            type: array
          - type: 'null'
          title: Images To Save
        hide_headers:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Hide Headers
          default: false
        hide_footers:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Hide Footers
          default: false
        page_header_prefix:
          anyOf:
          - type: string
          - type: 'null'
          title: Page Header Prefix
        page_header_suffix:
          anyOf:
          - type: string
          - type: 'null'
          title: Page Header Suffix
        page_footer_prefix:
          anyOf:
          - type: string
          - type: 'null'
          title: Page Footer Prefix
        page_footer_suffix:
          anyOf:
          - type: string
          - type: 'null'
          title: Page Footer Suffix
        remove_hidden_text:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Remove Hidden Text
          default: false
        keep_page_separator_when_merging_tables:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Keep Page S

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# Full source: https://raw.githubusercontent.com/api-evangelist/llamaparse/refs/heads/main/openapi/llamaparse-batch-processing-api-openapi.yml