convert_raw_bytes(data, filename=..., **params) es la variante de convert_file para cuando ya tienes el contenido en la memoria (por ejemplo, una FastAPI UploadFile) y no quieres escribirlo en el disco primero.
BYOS: sube el resultado directamente a tu almacenamiento
result = client.convert_from_url( pdf_url, output_url=presigned_put_url, # pre-signed PUT to your bucket output_head_url=presigned_head_url, # optional: detect cache hits)print(result.cached) # True si ya existía y no se reprocesóprint(result.output_url) # URL final del Markdown subido
Con output_url, API carga Markdown directamente a su almacenamiento (S3, R2, Supabase Storage, GCS) y devuelve un JSON liviano en lugar del cuerpo completo, útil para canalizaciones por lotes donde no desea que Markdown pase por su propio backend. Consulte Compresión para conocer los valores de output_encoding.
import markpdfclient = markpdf.Client(api_key="YOUR_API_KEY")PDF = "https://bucket.example.com/informe-anual.pdf?sig=..."# 1. Index without converting the entire documentspine = client.pdf_index(PDF)print(f"{spine.page_count} pápages, ~{spine.estimated_tokens_full} full tokens")# 2. The agent decides which section he is interested intarget = next(s for s in spine.sections if "Resultados" in s.text)following = next((s for s in spine.sections if s.page > target.page), None)end_page = (following.page - 1) if following else spine.page_count# 3. Bring Markdown only from that sectionmarkdown = client.convert_from_url(PDF, pages=f"{target.page}-{end_page}", mode="fast")
Este flujo evita pagar el costo (tokens + latencia) de convertir 500 páginas cuando el agente solo necesita 12. Consulte el PDF Índice para agentes IA.
result = client.convert_file( "documents.zip", input_format="zip", response_format="json",)print(result.markdown) # Markdown concatenated from the supported documents inside the ZIP
Los límites de tamaño y cantidad de archivos dentro de ZIP están documentados en Límites. Un ZIP fuera de rango devuelve 413, que SDK convierte en MarkpdfPayloadTooLargeError.
import asyncioimport markpdfasync def convert_all(paths: list[str]) -> list[str]: async with markpdf.AsyncClient(api_key="YOUR_API_KEY", max_retries=3) as client: tasks = [client.convert_file(p, mode="fast") for p in paths] return await asyncio.gather(*tasks, return_exceptions=True)results = asyncio.run(convert_all(["a.pdf", "b.docx", "c.pdf"]))for path, result in zip(["a.pdf", "b.docx", "c.pdf"], results): if isinstance(result, Exception): print(f"{path} falló: {result}") else: print(f"{path}: {len(result)} caracteres")
AsyncClient reutiliza una única conexión subyacente HTTP/2, por lo que iniciar conversiones paralelas con asyncio.gather es más eficiente que abrir un Client sincrónico por archivo.
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