Document summary

response1 = client.files.upload(path="./well_report.pdf")
document_id = response1.id
print(document_id)

import json
import time

ask_path = f"/api/v1/projects/{client.config.project}/ai/tools/documents/summarize"

body = {
    "items": [
        {
            "id": document_id
        }
    ]
}

while True:
    try:
        response2 = client.post(ask_path, json=body).json()
        break

    except CogniteAPIError as e:
        if e.code == 422 and len(e.missing) > 0:
            print("Not ready yet, waiting 5 seconds...")
            time.sleep(5)
            continue

        # re-raise any unexpected exceptions
        raise

print(json.dumps(response2, indent=2))

{
  "items": [
    {
      "id": 6716860071641521,
      "summary": "This document is a well summary report for the Volve F well in Norway. It provides information on the site position, well position, wellpath survey depths, and wellpath plan depths. The report includes details such as latitude, longitude, position uncertainty, water depth, wellhead depth, and survey dates. It also mentions the survey tools used for each survey. The document is dated April 11, 2018."
    }
  ]
}