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POST
/
v1
/
document
/
generate
from pathlib import Path
from vlmrun.client import VLMRun

client = VLMRun(api_key="<VLMRUN_API_KEY>")
response = client.document.generate(
    file=Path("<path>.pdf"),
    domain="<domain>"
)

{
  "usage": {
    "elements_processed": 123,
    "element_type": "image",
    "credits_used": 123,
    "steps": 123,
    "message": "<string>",
    "duration_seconds": 0
  },
  "id": "<string>",
  "created_at": "2023-11-07T05:31:56Z",
  "completed_at": "2023-11-07T05:31:56Z",
  "response": "<unknown>",
  "status": "pending",
  "domain": "<string>"
}
For all supported document domains, see the Hub Catalog. 
from pathlib import Path
from vlmrun.client import VLMRun

client = VLMRun(api_key="<VLMRUN_API_KEY>")
response = client.document.generate(
    file=Path("<path>.pdf"),
    domain="<domain>"
)

Authorizations

​
Authorization
string
header
required

Bearer authentication header of the form Bearer <token>, where <token> is your auth token.

Body

application/json

Request to the VLM API using a document (doc, docx, pptx, pdf).

​
domain
required

The domain identifier (e.g. document.invoice).

Available options:
document.invoice,
document.markdown,
document.receipt,
document.resume,
document.us-drivers-license,
healthcare.patient-referral,
healthcare.patient-identification,
healthcare.physician-order,
healthcare.claims-processing,
construction.blueprint,
document.layout-detection
​
metadata
RequestMetadata · object

Optional metadata to pass to the model.

​
config
GenerationConfig · object

The VLM generation config to be used for //generate.

​
url
string | null

The URL of the file (provide either file_id or url).

​
file_id
string | null

The ID of the uploaded file (provide either file_id or url).

​
id
string

Unique identifier of the request.

​
created_at
string<date-time>

Date and time when the request was created (in UTC timezone)

​
callback_url
string<uri> | null

The URL to call when the request is completed.

Minimum string length: 1
​
model
default:vlm-1

The model to use for generating the response.

Allowed value: "vlm-1"
​
batch
boolean
default:true

Whether to process the document in batch mode (async).

Response

Successful Response

Base prediction response for all API responses.

​
usage
CreditUsageResponse · object

The usage metrics for the request.

​
id
string

Unique identifier of the response.

​
created_at
string<date-time>

Date and time when the request was created (in UTC timezone)

​
completed_at
string<date-time> | null

Date and time when the response was completed (in UTC timezone)

​
response
any | null

The response from the model.

​
status
enum<string>
default:pending

The status of the job.

Available options:
pending,
enqueued,
running,
completed,
failed,
paused
​
domain
string | null

The domain of the prediction (e.g. document.invoice, image.caption).