Step 1: Download the PDF Safely
Standard web requests often fail on strict servers. Usecurl.exe with a standard browser User-Agent (-A) and follow redirects (-L).
Action: Use the run_command tool to execute:
powershell curl.exe -A "Mozilla/5.0" -L "<PDF_URL>" -o "temp_document.pdf"
Step 2: Extract Text using uv and pypdf
Do not attempt to install global Python packages. Instead, use uv to run a temporary, isolated Python script with the pypdf dependency.
Action: Use the run_command tool to execute:
powershell uv run --with pypdf python -c " from pypdf import PdfReader import sys try: reader = PdfReader('temp_document.pdf') text = '' for page in reader.pages: text += page.extract_text() + '\n' print(text) except Exception as e: print(f'Error reading PDF: {e}', file=sys.stderr) sys.exit(1) "
Step 3: Analyze and Clean Up
- Read the standard output from the command to get the extracted text.
- If the text is extremely long, parse it or summarize it as requested by the user.
- Clean up the downloaded file by running
Remove-Item temp_document.pdf.
Deep State of Mind (DSOM) For My AI Protocol | Harisfazillah Jamel (LinuxMalaysia) | 2026-07-04 Standard: UK English | DBP-standard Bahasa Melayu Malaysia (Piawai) | GNU General Public License v3.0