smestern

smestern / treepilot

Public

A hacky / vibecoded AI family tree researcher

60
2
100% credibility
Found Feb 02, 2026 at 30 stars 2x -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

TreePilot is a web app that visualizes GEDCOM family trees and uses an AI agent to research ancestors across Wikipedia, Wikidata, historical newspapers, and books.

How It Works

1
🌐 Discover TreePilot

You find TreePilot online and get excited to explore your family history with AI help.

2
📁 Upload family tree

Drag your family history file into the app and watch it load your relatives instantly.

3
🌳 See your ancestor tree

A beautiful interactive family tree appears, showing generations of your ancestors at a glance.

4
👤 Pick a person

Click any relative to focus on them and see their connections clearly.

5
💬 Chat with AI researcher

Ask the smart assistant to dig into their life, and it starts searching history right away.

6
🔍 Review discoveries

Get detailed findings from old newspapers, books, and records with easy-to-read summaries.

💾 Save enriched tree

Download your updated family tree packed with new facts and sources to share or keep growing.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 30 to 60 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is treepilot?

TreePilot is a hacky Python researcher that loads your GEDCOM family tree files, renders interactive ancestor visualizations, and deploys an AI agent to dig up historical details on relatives. Chat with it to query Wikipedia, Wikidata, old newspapers, books, and web sources—then watch it update your tree with new facts, people, or sources. Built as a full-stack app with React frontend for tree browsing and FastAPI backend powered by GitHub Copilot SDK.

Why is it gaining traction?

This vibecoded hacky dev GitHub project stands out by turning static GEDCOM imports into a live, editable family tree researcher—AI handles the tedious cross-referencing across archives, with undoable changes and export back to GEDCOM. No more manual Ancestry.com hunts; it auto-detects duplicates, links relationships, and cites sources with confidence scores. The Copilot SDK contest origin gives it that fresh, experimental edge devs love tinkering with.

Who should use this?

Genealogy hobbyists with GEDCOM exports from FamilySearch or Ancestry, tired of copy-pasting Wikipedia snippets into spreadsheets. Family historians researching obscure 19th-century immigrants or local obits. Python devs prototyping AI agents for niche domains like personal archives.

Verdict

Grab it if you're into hacky family tree experiments—48 stars and 1.0% credibility score signal early-stage hack with solid README and sample GEDCOM, but expect rough edges like Copilot CLI setup. Solid weekend project to fork and extend, not production-ready genealogy suite yet.

(187 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.