Batch Parse Files

from extend_ai import Extend, FileFromUrl, FileFromText
from extend_ai.parse_runs import ParseRunsCreateBatchRequestInputsItem
client = Extend(
    token="YOUR_TOKEN_HERE",
    extend_api_version="2026-02-09",
)
client.parse_runs.create_batch(
    inputs=[
        ParseRunsCreateBatchRequestInputsItem(
            file=FileFromUrl(
                url="https://example.com/document1.pdf",
            ),
            metadata={
                "customerId": "cust_abc123"
            },
        ),
        ParseRunsCreateBatchRequestInputsItem(
            file=FileFromUrl(
                url="https://example.com/document2.pdf",
            ),
            metadata={
                "customerId": "cust_def456"
            },
        ),
        ParseRunsCreateBatchRequestInputsItem(
            file=FileFromText(
                text="This is some raw text to parse.",
            ),
            metadata={
                "source": "manual-entry"
            },
        )
    ],
)

{
  "object": "batch_run",
  "id": "bpr_Xj8mK2pL9nR4vT7qY5wZ",
  "status": "PROCESSING",
  "runCount": 50,
  "createdAt": "2024-03-21T16:45:00Z"
}

Submit up to 1,000 files for parsing in a single request. Each file is processed as an independent parse run using the same configuration.

Unlike the single Parse File (Async) endpoint, this batch endpoint accepts an inputs array and immediately returns a BatchRun object containing a batch id and a PENDING status. The individual runs are then queued and processed asynchronously.

Monitoring results:

Webhooks (recommended): Subscribe to batch_parse_run.processed and batch_parse_run.failed events. The webhook payload indicates the batch has finished — fetch individual run results using GET /parse_runs?batchId={id}.
Polling: Call GET /batch_runs/{id} to check the overall batch status, and use GET /parse_runs?batchId={id} to retrieve individual run results.

Notes:

inputs must contain between 1 and 1,000 items.
File input supports URLs, Extend file IDs, and raw text strings.

Submit up to **1,000 files** for parsing in a single request. Each file is processed as an independent parse run using the same configuration. Unlike the single [Parse File (Async)](https://docs.extend.ai/2026-02-09/api-reference/endpoints/parse/create-parse-run) endpoint, this batch endpoint accepts an `inputs` array and immediately returns a `BatchRun` object containing a batch `id` and a `PENDING` status. The individual runs are then queued and processed asynchronously. **Monitoring results:** - **Webhooks (recommended):** Subscribe to `batch_parse_run.processed` and `batch_parse_run.failed` events. The webhook payload indicates the batch has finished — fetch individual run results using `GET /parse_runs?batchId={id}`. - **Polling:** Call `GET /batch_runs/{id}` to check the overall batch status, and use `GET /parse_runs?batchId={id}` to retrieve individual run results. **Notes:** - `inputs` must contain between 1 and 1,000 items. - File input supports URLs, Extend file IDs, and raw text strings.

Authentication

AuthorizationBearer

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

Request

This endpoint expects an object.

inputslist of objectsRequired

An array of inputs to parse. Each item produces one parse run. Must contain between 1 and 1,000 items.

configobjectOptional

Optional parsing configuration applied to every run in this batch. If omitted, default parse settings are used.

priorityintegerOptional1-100Defaults to 50

An optional value used to determine the relative order of runs when rate limiting is in effect. Lower values will be prioritized before higher values.

Response

Successfully queued batch parse run

objectenum

The type of object. Always "batch_run".

Allowed values:

idstring

The unique identifier for this batch run.

Example: "bpr_Xj8mK2pL9nR4vT7qY5wZ"

statusenum

The status of a batch run:

"PENDING" - The batch has been created and is waiting to be processed
"PROCESSING" - The batch is currently being processed
"PROCESSED" - All runs in the batch have completed successfully
"FAILED" - The batch failed to process
"CANCELLED" - The batch was cancelled

Allowed values:

runCountinteger

The number of individual runs in this batch.

createdAtstringformat: "date-time"

The time (in UTC) at which the object was created. Will follow the RFC 3339 format.

Example: "2024-03-21T16:45:00Z"

Errors

400

Bad Request Error

401

Unauthorized Error

402

Payment Required Error

403

Forbidden Error

404

Not Found Error

422

Unprocessable Entity Error

429

Too Many Requests Error

500

Internal Server Error

Submit up to 1,000 files for parsing in a single request. Each file is processed as an independent parse run using the same configuration.

Monitoring results:

Webhooks (recommended): Subscribe to batch_parse_run.processed and batch_parse_run.failed events. The webhook payload indicates the batch has finished — fetch individual run results using GET /parse_runs?batchId={id}.
Polling: Call GET /batch_runs/{id} to check the overall batch status, and use GET /parse_runs?batchId={id} to retrieve individual run results.

Notes:

inputs must contain between 1 and 1,000 items.
File input supports URLs, Extend file IDs, and raw text strings.

Batch Parse Files

Authentication

Headers

Request

Response

Errors

Authentication

Headers

Request

Response

Errors