Connect Wikipedia to your preprocessing pipeline, and batch process all your documents using unstructured-ingest to store structured outputs locally on your filesystem.

First, install the Wikipedia dependencies as shown here.

pip install "unstructured-ingest[wikipedia]"

Provide the page-title to ingest the text from.

Make sure to set the --partition-by-api flag and pass in your API key with --api-key:

Additionally, if you’re using Unstructured Serverless API, your locally deployed Unstructured API, or an Unstructured API deployed on Azure or AWS, you also need to specify the API URL via the --partition-endpoint argument.