nano-pdf

You can fix typos in a PDF by providing the file, a specific page number, and a natural-language instruction string describing the correction. The LLM-assisted pipeline applies page-scoped text edits directly to the document content.

Yes, you can update headings, dates, client names, and small text fields in a multi-page PDF. You must specify the target page number and describe the text changes in plain natural language for the CLI to apply.

The best way to change a title on a specific page is to reference the exact page number and provide a plain instruction string detailing the new title. This targets the modification locally without rewriting the entire document.

Natural language PDF editing works for multi-page documents by applying targeted, page-level modifications. You must explicitly scope your instruction to a specific page number rather than attempting to rewrite the entire document at once.

You should not use this natural language CLI for PDF edits when you need to rewrite the entire document or modify complex layouts. It is designed specifically for small text changes, typo corrections, and field updates on targeted pages.