Assembly Line

AutoFlow vs JustHireMe

AutoFlow and JustHireMe are both vector database software. AutoFlow is open source under Apache-2.0, with 3k GitHub stars. JustHireMe is open source under AGPL-3.0, with 2.3k GitHub stars.

Which to pick

Pick AutoFlow when
You want a self-hosted Q&A chatbot over product docs and are happy to use TiDB as the store.
Pick JustHireMe when
You are job hunting and want AI help ranking roles and drafting applications on your own machine.

Side by side

What it does

A conversational knowledge base that answers questions over your documents using Graph RAG, storing vectors and a knowledge graph in TiDB. It powers the tidb.ai demo.

A local-first desktop app that scrapes job listings, ranks them against your profile with AI, and drafts tailored CVs and cover letters.

Watch out

The maintainers say it is early-stage, and it is tied to TiDB.

Created in 2026 by a small team, AGPL-3.0, and scraping job sites can break or breach their terms.

Ready for

Experimental (both)

Runs as

Self-hosted server

Desktop app

Built with

TypeScript, Python, TiDB and Next.js

Python, TypeScript, Tauri and React

Source code

Open source, Apache-2.0 (permissive)

Open source, AGPL-3.0 (network copyleft)

What the license allows

You can build it into a product you sell, as long as you keep its copyright notice.

Use inside your business is unrestricted. If you change it and let customers use it over the internet, you must publish your changes.

How widely known

3k GitHub stars

2.3k GitHub stars

How established

Established: started 2 years ago, latest release 0.4.0.

Young: started 8 months ago, latest release v1.7.0.

More vector databases

Every vector database product and project, ranked

Both sides were judged on 2026-11-03 from each project's README and GitHub data. License, age and popularity lines are worked out directly.