Structured Extraction

from pathlib import Path
from vlmrun.client import VLMRun
from vlmrun.client.types import PredictionResponse

# Initialize the client
client = VLMRun(api_key="<VLMRUN_API_KEY>")

# Document -> JSON
response: PredictionResponse = client.document.generate(
    file=Path("path/to/document.pdf"),
    model="vlm-1",
    domain="document.invoice",
)

import { VLMRun } from "vlmrun";

// Initialize the client
const client = new VLMRun({
    apiKey: "<VLMRUN_API_KEY>",
});

// Upload a document
const file = await client.files.upload({
  filePath: "path/to/invoice.pdf",
});

// Process a document using file ID
const response = await client.document.generate({
  fileId: file.id,
  model: "vlm-1",
  domain: "document.markdown",
});
console.log(response);

vlmrun generate -i path/to/document.pdf --domain document.invoice