GitHub · Serving and API

1Panel-dev/laya-server

Reaching a working endpoint this afternoon, web interface included.

The repository's GitHub card, read on 2026-09-24

What it does

Packages Laya's structured decisions as a self-hosted API and a web interface, answering TypeSafe's Jev format, with a mounted volume for model data and environment variables for the model and the port.

The repository's own description: “A self-hosted API and web interface for Laya’s structured decision models, compatible with the TypeSafe Jev API format.”

How it works

A container runs the upstream inference code behind a small web application; the weights download into the mounted volume on first start, so restarting or upgrading the container does not re-download them.

The repository, by the numbers

Stars

Licence

Apache-2.0

Stack

Docker · Python · web UI

Last push

2026-09-24

Read from the GitHub API on 2026-09-24. Stars and the last push move daily — quote them with the date, the way we do.

What we checked

the README in both languages, read 2026-09-24
the docker run line and each of its flags
the licence file

What we did not check. The container itself. We did not pull the image, so the install path here is the author's description rather than something we ran.

Open the repository ↗All builds

The rest of the topic

Jev, the reference →

Start here

Laya, the reference What it is, what we measured running it, and what it is not.
Laya and Jev, compared The two models on the same questions, including the ones Laya loses.

Columns

Built with Laya 18 you are here Ports, servers, agents and games, with what we checked.
What X is saying 22
What people filmed 9
What Hacker News made of it 6
Docs, weights and reading 15

The topic

Every record, by kind of work The same rows cut a second way, across every column.
What self-hosting costs Hardware, memory, and the failure modes of running it yourself.
What the licence allows Apache-2.0 weights, three checkpoints, and the limits that come with them.

By kind of work

Runtime ports 23 Getting the weights onto someone else's hardware: MLX on a Mac, Core ML on the Neural Engine, ggml in C++, candle in Rust, ONNX in Node.
Serving and API 8 Standing the model up as something else can call, usually behind Jev's own wire format.
Agents and tools 6 Typed decisions inside an agent loop: routing, evals, guardrails, memory, and the plumbing around them.
Browser and computer use 2 Deciding the next click, key or field on a real screen.
Games and demos 9 The model playing something you can watch. Most of this model's traffic arrived through one of these.
Benchmarks and evaluation 19 Numbers somebody actually ran — including the ones that say Laya lost.

What it does

How it works

The repository, by the numbers

What we checked

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