You need to come up with a compelling story to tell from a paper. Do not ask the user for feedback/input. You need to apply thinking and come up with the best story yourself.

Fetching Papers via AlphaXiv

Use alphaxiv.org to get structured, LLM-friendly paper content. This is faster and more reliable than trying to read a raw PDF.

Extract the paper ID

Parse the paper ID from whatever the user provides:

Fetch the AI-generated overview (try this first)