Parsing

Parse File

client.parsing.create(, ?): ParsingCreateResponse { id, project_id, status, 4 more }

POST/api/v2/parse

Get Parse Job

client.parsing.get(, ?, ?): ParsingGetResponse { job, images_content_metadata, items, 8 more }

GET/api/v2/parse/{job_id}

List Parse Jobs

client.parsing.list(?, ?): PaginatedCursor<ParsingListResponse { id, project_id, status, 4 more } >

GET/api/v2/parse

ModelsExpand Collapse

BBox { h, w, x, 5 more }

Bounding box with coordinates and optional metadata.

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

CodeItem { md, value, bbox, 2 more }

md: string

Markdown representation preserving formatting

value: string

Code content

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

language?: string | null

Programming language identifier

type?: "code"

Code block item type

FailPageMode = "raw_text" | "blank_page" | "error_message"

Enum for representing the different available page error handling modes.

Accepts one of the following:

"raw_text"

"blank_page"

"error_message"

FooterItem { items, md, bbox, type }

items: Array<TextItem { md, value, bbox, type } | HeadingItem { level, md, value, 2 more } | ListItem { items, md, ordered, 2 more } | 4 more>

List of items within the footer

Accepts one of the following:

TextItem { md, value, bbox, type }

md: string

Markdown representation preserving formatting

value: string

Text content

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "text"

Text item type

HeadingItem { level, md, value, 2 more }

level: number

Heading level (1-6)

md: string

Markdown representation preserving formatting

value: string

Heading text content

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "heading"

Heading item type

ListItem { items, md, ordered, 2 more }

items: Array<TextItem { md, value, bbox, type } | ListItem { items, md, ordered, 2 more } >

List of nested text or list items

Accepts one of the following:

TextItem { md, value, bbox, type }

md: string

Markdown representation preserving formatting

value: string

Text content

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "text"

Text item type

ListItem { items, md, ordered, 2 more }

md: string

Markdown representation preserving formatting

ordered: boolean

Whether the list is ordered or unordered

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "list"

List item type

CodeItem { md, value, bbox, 2 more }

md: string

Markdown representation preserving formatting

value: string

Code content

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

language?: string | null

Programming language identifier

type?: "code"

Code block item type

TableItem { csv, html, md, 6 more }

csv: string

CSV representation of the table

html: string

HTML representation of the table

md: string

Markdown representation preserving formatting

rows: Array<Array<string | number | null>>

Table data as array of arrays (string, number, or null)

Accepts one of the following:

string

number

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

merged_from_pages?: Array<number> | null

List of page numbers with tables that were merged into this table (e.g., [1, 2, 3, 4])

merged_into_page?: number | null

Populated when merged into another table. Page number where the full merged table begins (used on empty tables).

parse_concerns?: Array<ParseConcern> | null

Quality concerns detected during table extraction, indicating the table may have issues

details: string

Human-readable details about the concern

type: string

Type of parse concern (e.g. header_value_type_mismatch, inconsistent_row_cell_count)

type?: "table"

Table item type

ImageItem { caption, md, url, 2 more }

caption: string

Image caption

md: string

Markdown representation preserving formatting

url: string

URL to the image

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "image"

Image item type

LinkItem { md, text, url, 2 more }

md: string

Markdown representation preserving formatting

text: string

Display text of the link

url: string

URL of the link

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "link"

Link item type

md: string

Markdown representation preserving formatting

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "footer"

Page footer container

HeaderItem { items, md, bbox, type }

items: Array<TextItem { md, value, bbox, type } | HeadingItem { level, md, value, 2 more } | ListItem { items, md, ordered, 2 more } | 4 more>

List of items within the header

Accepts one of the following:

TextItem { md, value, bbox, type }

md: string

Markdown representation preserving formatting

value: string

Text content

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "text"

Text item type

HeadingItem { level, md, value, 2 more }

level: number

Heading level (1-6)

md: string

Markdown representation preserving formatting

value: string

Heading text content

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "heading"

Heading item type

ListItem { items, md, ordered, 2 more }

items: Array<TextItem { md, value, bbox, type } | ListItem { items, md, ordered, 2 more } >

List of nested text or list items

Accepts one of the following:

TextItem { md, value, bbox, type }

md: string

Markdown representation preserving formatting

value: string

Text content

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "text"

Text item type

ListItem { items, md, ordered, 2 more }

md: string

Markdown representation preserving formatting

ordered: boolean

Whether the list is ordered or unordered

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "list"

List item type

CodeItem { md, value, bbox, 2 more }

md: string

Markdown representation preserving formatting

value: string

Code content

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

language?: string | null

Programming language identifier

type?: "code"

Code block item type

TableItem { csv, html, md, 6 more }

csv: string

CSV representation of the table

html: string

HTML representation of the table

md: string

Markdown representation preserving formatting

rows: Array<Array<string | number | null>>

Table data as array of arrays (string, number, or null)

Accepts one of the following:

string

number

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

merged_from_pages?: Array<number> | null

List of page numbers with tables that were merged into this table (e.g., [1, 2, 3, 4])

merged_into_page?: number | null

Populated when merged into another table. Page number where the full merged table begins (used on empty tables).

parse_concerns?: Array<ParseConcern> | null

Quality concerns detected during table extraction, indicating the table may have issues

details: string

Human-readable details about the concern

type: string

Type of parse concern (e.g. header_value_type_mismatch, inconsistent_row_cell_count)

type?: "table"

Table item type

ImageItem { caption, md, url, 2 more }

caption: string

Image caption

md: string

Markdown representation preserving formatting

url: string

URL to the image

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "image"

Image item type

LinkItem { md, text, url, 2 more }

md: string

Markdown representation preserving formatting

text: string

Display text of the link

url: string

URL of the link

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "link"

Link item type

md: string

Markdown representation preserving formatting

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "header"

Page header container

HeadingItem { level, md, value, 2 more }

level: number

Heading level (1-6)

md: string

Markdown representation preserving formatting

value: string

Heading text content

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "heading"

Heading item type

ImageItem { caption, md, url, 2 more }

caption: string

Image caption

md: string

Markdown representation preserving formatting

url: string

URL to the image

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "image"

Image item type

LinkItem { md, text, url, 2 more }

md: string

Markdown representation preserving formatting

text: string

Display text of the link

url: string

URL of the link

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "link"

Link item type

ListItem { items, md, ordered, 2 more }

items: Array<TextItem { md, value, bbox, type } | ListItem { items, md, ordered, 2 more } >

List of nested text or list items

Accepts one of the following:

TextItem { md, value, bbox, type }

md: string

Markdown representation preserving formatting

value: string

Text content

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "text"

Text item type

ListItem = ListItem { items, md, ordered, 2 more }

md: string

Markdown representation preserving formatting

ordered: boolean

Whether the list is ordered or unordered

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "list"

List item type

LlamaParseSupportedFileExtensions = ".pdf" | ".abw" | ".awt" | 141 more

Enum for supported file extensions.

Accepts one of the following:

".pdf"

".abw"

".awt"

".cgm"

".cwk"

".doc"

".docm"

".docx"

".dot"

".dotm"

".dotx"

".fodg"

".fodp"

".fopd"

".fodt"

".fb2"

".hwp"

".lwp"

".mcw"

".mw"

".mwd"

".odf"

".odt"

".otg"

".ott"

".pages"

".pbd"

".psw"

".rtf"

".sda"

".sdd"

".sdp"

".sdw"

".sgl"

".std"

".stw"

".sxd"

".sxg"

".sxm"

".sxw"

".uof"

".uop"

".uot"

".vor"

".wpd"

".wps"

".wpt"

".wri"

".wn"

".xml"

".zabw"

".key"

".odp"

".odg"

".otp"

".pot"

".potm"

".potx"

".ppt"

".pptm"

".pptx"

".sti"

".sxi"

".vsd"

".vsdm"

".vsdx"

".vdx"

".bmp"

".gif"

".jpg"

".jpeg"

".png"

".svg"

".tif"

".tiff"

".webp"

".htm"

".html"

".xhtm"

".csv"

".dbf"

".dif"

".et"

".eth"

".fods"

".numbers"

".ods"

".ots"

".prn"

".qpw"

".slk"

".stc"

".sxc"

".sylk"

".tsv"

".uos1"

".uos2"

".uos"

".wb1"

".wb2"

".wb3"

".wk1"

".wk2"

".wk3"

".wk4"

".wks"

".wq1"

".wq2"

".xlr"

".xls"

".xlsb"

".xlsm"

".xlsx"

".xlw"

".azw"

".azw3"

".azw4"

".cb7"

".cbc"

".cbr"

".cbz"

".chm"

".djvu"

".epub"

".fbz"

".htmlz"

".lit"

".lrf"

".md"

".mobi"

".pdb"

".pml"

".prc"

".rb"

".snb"

".tcr"

".txtz"

".m4a"

".mp3"

".mp4"

".mpeg"

".mpga"

".wav"

".webm"

ParsingJob { id, status, error_code, error_message }

Response schema for a parsing job.

id: string

status: StatusEnum

Enum for representing the status of a job

Accepts one of the following:

"PENDING"

"SUCCESS"

"ERROR"

"PARTIAL_SUCCESS"

"CANCELLED"

error_code?: string | null

error_message?: string | null

ParsingLanguages = "af" | "az" | "bs" | 83 more

Enum for representing the languages supported by the parser.

Accepts one of the following:

"af"

"az"

"bs"

"cs"

"cy"

"da"

"de"

"en"

"es"

"et"

"fr"

"ga"

"hr"

"hu"

"id"

"is"

"it"

"ku"

"la"

"lt"

"lv"

"mi"

"ms"

"mt"

"nl"

"no"

"oc"

"pi"

"pl"

"pt"

"ro"

"rs_latin"

"sk"

"sl"

"sq"

"sv"

"sw"

"tl"

"tr"

"uz"

"vi"

"ar"

"fa"

"ug"

"ur"

"bn"

"as"

"mni"

"ru"

"rs_cyrillic"

"be"

"bg"

"uk"

"mn"

"abq"

"ady"

"kbd"

"ava"

"dar"

"inh"

"che"

"lbe"

"lez"

"tab"

"tjk"

"hi"

"mr"

"ne"

"bh"

"mai"

"ang"

"bho"

"mah"

"sck"

"new"

"gom"

"sa"

"bgc"

"th"

"ch_sim"

"ch_tra"

"ja"

"ko"

"ta"

"te"

"kn"

ParsingMode = "parse_page_without_llm" | "parse_page_with_llm" | "parse_page_with_lvm" | 5 more

Enum for representing the mode of parsing to be used.

Accepts one of the following:

"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"

StatusEnum = "PENDING" | "SUCCESS" | "ERROR" | 2 more

Enum for representing the status of a job

Accepts one of the following:

"PENDING"

"SUCCESS"

"ERROR"

"PARTIAL_SUCCESS"

"CANCELLED"

TableItem { csv, html, md, 6 more }

csv: string

CSV representation of the table

html: string

HTML representation of the table

md: string

Markdown representation preserving formatting

rows: Array<Array<string | number | null>>

Table data as array of arrays (string, number, or null)

Accepts one of the following:

string

number

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

merged_from_pages?: Array<number> | null

List of page numbers with tables that were merged into this table (e.g., [1, 2, 3, 4])

merged_into_page?: number | null

Populated when merged into another table. Page number where the full merged table begins (used on empty tables).

parse_concerns?: Array<ParseConcern> | null

Quality concerns detected during table extraction, indicating the table may have issues

details: string

Human-readable details about the concern

type: string

Type of parse concern (e.g. header_value_type_mismatch, inconsistent_row_cell_count)

type?: "table"

Table item type

TextItem { md, value, bbox, type }

md: string

Markdown representation preserving formatting

value: string

Text content

bbox?: Array<BBox { h, w, x, 5 more } > | null

List of bounding boxes

h: number

Height of the bounding box

w: number

Width of the bounding box

x: number

X coordinate of the bounding box

y: number

Y coordinate of the bounding box

confidence?: number | null

Confidence score

end_index?: number | null

End index in the text

label?: string | null

Label for the bounding box

start_index?: number | null

Start index in the text

type?: "text"

Text item type