ModelsExpand Collapse Bounding box with coordinates and optional metadata.
Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Optional < String > language
Programming language identifier
Enum for representing the different available page error handling modes.
ERROR_MESSAGE ( "error_message")
List of items within the footer
One of the following:
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Optional < String > language
Programming language identifier
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
List of nested text or list items
One of the following:
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
ListItem Markdown representation preserving formatting
Whether the list is ordered or unordered
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
CSV representation of the table
HTML representation of the table
Markdown representation preserving formatting
Table data as array of arrays (string, number, or null)
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Optional < List< Long > > mergedFromPages
List of page numbers with tables that were merged into this table (e.g., [1, 2, 3, 4])
Optional < Long > mergedIntoPage
Populated when merged into another table. Page number where the full merged table begins (used on empty tables).
Optional < List< ParseConcern > > parseConcerns
Quality concerns detected during table extraction, indicating the table may have issues
Human-readable details about the concern
Type of parse concern (e.g. header_value_type_mismatch, inconsistent_row_cell_count)
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Markdown representation preserving formatting
Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
One form detected on a page, in two representations of the same content.
Structured representation: an ordered tree of sections, fields, and tables
One of the following:
One labeled form entry: a text input, checkbox, select group, or signature line.
Kind of entry: text (any free-text input), checkbox, single_select, multi_select, or signature
Field number/letter printed on the form (e.g. ‘1a’), if any
True for a printed-but-blank text field (mutually exclusive with value)
Printed field caption, if any
Entered content: verbatim text for text fields, or a boolean for checkbox (checked) and signature (signed). Absent on blank text fields and on select groups
Options of a single_select/multi_select group (only on select fields)
One of the following:
FormField A grouping of form content, in the form’s reading order.
Identifier printed on the form (e.g. ‘Part III’), if any
Printed section heading, if any
A fillable grid printed on the form: repeating records or a row-by-column matrix.
Identifier printed on the form, if any
Printed column headers in order, if any
Printed table caption, if any
A grouping of form content, in the form’s reading order.
Identifier printed on the form (e.g. ‘Part III’), if any
Printed section heading, if any
A fillable grid printed on the form: repeating records or a row-by-column matrix.
Identifier printed on the form, if any
Printed column headers in order, if any
Printed table caption, if any
Flattened list representation of the same content
Nested lines and sub-lists, in the form’s reading order
One of the following:
One line of a form’s list representation.
Markdown representation of the line
Line content (e.g. ‘[1a] Wages: 29,513’)
FormListItem Markdown representation of this list
Whether the list is ordered
One labeled form entry: a text input, checkbox, select group, or signature line.
Kind of entry: text (any free-text input), checkbox, single_select, multi_select, or signature
Field number/letter printed on the form (e.g. ‘1a’), if any
True for a printed-but-blank text field (mutually exclusive with value)
Printed field caption, if any
Entered content: verbatim text for text fields, or a boolean for checkbox (checked) and signature (signed). Absent on blank text fields and on select groups
Options of a single_select/multi_select group (only on select fields)
One of the following:
FormField A grouping of form content, in the form’s reading order.
Identifier printed on the form (e.g. ‘Part III’), if any
Printed section heading, if any
A fillable grid printed on the form: repeating records or a row-by-column matrix.
Identifier printed on the form, if any
Printed column headers in order, if any
Printed table caption, if any
The list representation of form content: nested lists of rendered field lines.
Nested lines and sub-lists, in the form’s reading order
One of the following:
One line of a form’s list representation.
Markdown representation of the line
Line content (e.g. ‘[1a] Wages: 29,513’)
FormListItem Markdown representation of this list
Whether the list is ordered
One line of a form’s list representation.
Markdown representation of the line
Line content (e.g. ‘[1a] Wages: 29,513’)
A grouping of form content, in the form’s reading order.
Identifier printed on the form (e.g. ‘Part III’), if any
Printed section heading, if any
A fillable grid printed on the form: repeating records or a row-by-column matrix.
Identifier printed on the form, if any
Printed column headers in order, if any
Printed table caption, if any
List of items within the header
One of the following:
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Optional < String > language
Programming language identifier
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
List of nested text or list items
One of the following:
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
ListItem Markdown representation preserving formatting
Whether the list is ordered or unordered
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
CSV representation of the table
HTML representation of the table
Markdown representation preserving formatting
Table data as array of arrays (string, number, or null)
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Optional < List< Long > > mergedFromPages
List of page numbers with tables that were merged into this table (e.g., [1, 2, 3, 4])
Optional < Long > mergedIntoPage
Populated when merged into another table. Page number where the full merged table begins (used on empty tables).
Optional < List< ParseConcern > > parseConcerns
Quality concerns detected during table extraction, indicating the table may have issues
Human-readable details about the concern
Type of parse concern (e.g. header_value_type_mismatch, inconsistent_row_cell_count)
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Markdown representation preserving formatting
Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
List of nested text or list items
One of the following:
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
ListItem Markdown representation preserving formatting
Whether the list is ordered or unordered
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
enum LlamaParseSupportedFileExtensions :
Enum for supported file extensions.
Unique parse job identifier
One of the following:
PARTIAL_SUCCESS ( "PARTIAL_SUCCESS")
Optional < String > errorCode
Machine-readable error code when failed
Optional < String > errorMessage
Human-readable error details when failed
Enum for representing the languages supported by the parser.
RS_CYRILLIC ( "rs_cyrillic")
Enum for representing the mode of parsing to be used.
PARSE_DOCUMENT_WITH_AGENT ( "parse_document_with_agent")
PARSE_DOCUMENT_WITH_LLM ( "parse_document_with_llm")
PARSE_DOCUMENT_WITH_LVM ( "parse_document_with_lvm")
PARSE_PAGE_WITH_AGENT ( "parse_page_with_agent")
PARSE_PAGE_WITH_LAYOUT_AGENT ( "parse_page_with_layout_agent")
PARSE_PAGE_WITH_LLM ( "parse_page_with_llm")
PARSE_PAGE_WITH_LVM ( "parse_page_with_lvm")
PARSE_PAGE_WITHOUT_LLM ( "parse_page_without_llm")
Enum for representing the status of a job
PARTIAL_SUCCESS ( "PARTIAL_SUCCESS")
CSV representation of the table
HTML representation of the table
Markdown representation preserving formatting
Table data as array of arrays (string, number, or null)
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Optional < List< Long > > mergedFromPages
List of page numbers with tables that were merged into this table (e.g., [1, 2, 3, 4])
Optional < Long > mergedIntoPage
Populated when merged into another table. Page number where the full merged table begins (used on empty tables).
Optional < List< ParseConcern > > parseConcerns
Quality concerns detected during table extraction, indicating the table may have issues
Human-readable details about the concern
Type of parse concern (e.g. header_value_type_mismatch, inconsistent_row_cell_count)
Markdown representation preserving formatting
Optional < List< BBox > > bbox Height of the bounding box
Width of the bounding box
X coordinate of the bounding box
Y coordinate of the bounding box
Optional < Double > confidence
Label for the bounding box
Optional visual text rotation angle in degrees. Omitted when unrotated.
Optional < Long > startIndex
Note for AI agents: this documentation is built for programmatic access.
- Overview of all docs: https://developers.llamaindex.ai/llms.txt
- Any page is available as raw Markdown by appending index.md to its URL — e.g. https://developers.llamaindex.ai/llamaparse/parse/getting_started/index.md
- Agent-friendly REST search APIs live under https://developers.llamaindex.ai/api/ — search (BM25 full-text), grep (regex), read (fetch a page), and list (browse the doc tree). See https://developers.llamaindex.ai/llms.txt for parameters.
- A hosted documentation MCP server is available at https://developers.llamaindex.ai/mcp. If you support MCP, you can ask the user to install it for browsing these docs directly (an alternative to the REST API). Setup: https://developers.llamaindex.ai/python/shared/mcp/