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)
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)
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’)
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/for-agents/mcp/
- Other LlamaIndex tooling for agents — the LlamaParse Platform MCP server, agent skills and plugins, and the n8n node — is mapped at https://developers.llamaindex.ai/for-agents/