Assembly Line

AnythingLLM vs LocalAI

AnythingLLM and LocalAI are both local AI software. AnythingLLM is open source under MIT, with 68k GitHub stars. LocalAI is open source under MIT, with 50k GitHub stars.

Which to pick

Pick AnythingLLM when
You want private document chat for a small team without building a RAG stack yourself.
Pick LocalAI when
You want a drop-in local replacement for OpenAI's API covering more than just text.

Side by side

What it does

A desktop and self-hosted app for chatting with your documents and running agents, connecting to local or cloud LLMs and vector databases.

A self-hosted server with an OpenAI-compatible API for running local LLMs, image, audio and embedding models on many backends, CPU or GPU.

Watch out

Answer quality depends on the model and embedding choices you make, and it covers many features shallowly.

Many backends mean large images and uneven quality across model types.

Ready for

Usable (both)

Runs as

Desktop app and self-hosted server

Self-hosted server

Built with

JavaScript, Node.js and React

Go, C++ and Python

Source code

Open source, MIT (permissive) (both)

What the license allows

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

How widely known

68k GitHub stars

50k GitHub stars

How established

Established: started 3 years ago, latest release v1.19.0.

Established: started 3 years ago, latest release v4.12.1.

Other comparisons

More tools for running AI models locally

Every local AI 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.