Chrisfoz/linkedin-email-finder ? reverse-engineered prompt

Build me a simple Python tool that takes my exported LinkedIn connections CSV and tries to fill in missing email addresses using AI agents and public web searches.

I want to drop in a file called Connections.csv, run one script, and get back a new CSV with the names, companies, any email addresses it found, the source for each result, and the search query used. Please make it handle batches with some rate limiting so it does not hammer sites, and keep the search focused on publicly available business contact info only.

It would be great if the script is easy to set up with a virtual environment and an .env file for any API keys or settings. Also make sure it has clear reporting, handles cases where no email is found, and saves the results in a clean output file like email_search_results.csv.

If you need to check current docs for the AI or search tooling, go ahead and look them up online.