For cold email, the first few sentences are make-or-break - they determine whether someone keeps reading or hits delete. I built a small LLM app that:<p>1. Takes a person’s name + a few keywords
2. Does a Google search to find relevant info about them
3. Identifies personalization opportunities, such as:
Personal connections (same alma mater)
Recent achievements (promotions, awards)
Content they've created (talks, articles)
Hobbies and interests
4. Crafts a personalized opener based on your preferred tone (friendly, professional, etc.)<p>You can check out the repo here: <a href="https://github.com/cold-outreach/Tutorial-Cold-Email-Personalization">https://github.com/cold-outreach/Tutorial-Cold-Email-Persona...</a>
And here’s a live demo if you want to see it in action: <a href="https://pocket-opener-851564657364.us-east1.run.app/" rel="nofollow">https://pocket-opener-851564657364.us-east1.run.app/</a><p>This is built with Pocket Flow, a 100-line LLM framework: <a href="https://github.com/The-Pocket/PocketFlow">https://github.com/The-Pocket/PocketFlow</a>