Self-host a Laya API server
Most Laya servers implement the same `POST /v1/systemone` wire format as TypeSafe's hosted Jev API. An existing Jev client can often switch to a self-hosted Laya by changing its base URL. The answers then come from Laya, a different and smaller model.
361 projects
kronos-laya-engine
sdfafe
Combines Kronos forecasts with Laya decisions to produce crypto trading signals
laya
VedantAndhale
Deploys a Laya decision API on Hugging Face Spaces
assemble-api
felipeirl
Runs the Assemble app's API server with a Laya guardrail
laya-superfast
LazyHuman
Serves Laya decisions through an MCP bridge and browser automation relay
laya
VedantAndhale
Deploys Laya's typed-decision API on Hugging Face Spaces
agora-decision-console
PoisonXploIT
A typed-decision console serves local Laya and Eikos backends alongside optional Jev access
laya-oscar-server
skorotkiewicz
Serves Laya and Oscar decision models through a shared HTTP API
noevia-services
sbstndalton
Provides Python sidecars for noevia, including a Laya service and model management
cuda-laya
ptrecenti
Deploys the Laya decision model as a CUDA-accelerated HTTP service in Docker
laya-ctl
r1cc4rd0m4zz4
Manages laya-serve as a background daemon with memory profiles and readiness probes
laya-client
ikabeee
Serves Laya typed decisions through a self-hosted, Jev-compatible REST API
open-laya
yeohjarvis-source
Serves Laya text and multimodal inference through an authenticated MLX API
camunda-laya-connector
bpmforbusiness
Connects Camunda 8 BPMN service tasks to Laya's Jev-compatible decision API
NLP-Support
decooding
Classifies and routes support tickets with Laya and escalates complex cases to Gemini
decide-gateway
thinx-pro
Routes typed decision requests to Jev, Laya, or language-model backends with confidence escalation and red-team testing
decision-lite
cckyros
Provides a Jev-compatible MCP decision server with pluggable local and hosted model backends
layalike
mage-uwu
Provides a multilingual System 1 decision engine with typed outputs and integrations for serving and agent frameworks
Laya
muhammadbilalcp
Provides a multilingual, non-autoregressive decision engine with Python, server, and integration packages
Laya-
muhammadbilalcp
Provides a multilingual, non-autoregressive decision engine with Python, server, and integration packages
Jev-Laya
SilverRuler
Runs Laya locally behind a Jev-compatible API and browser playground
LayaJev-Proxmox
HatchetMan111
Installs and serves the PyTorch Laya decision model locally on Proxmox with a web UI
aimtas-system-one-laya-slm
letrthang
Serves a multilingual, farm-focused Laya decision model through a Jev-compatible API
laya
ajax625
Runs the Laya decision model as an HTTP server in a local Docker setup
laya-service
FSSCoding
Serves GPU-accelerated Laya inference over HTTP with caching and a CLI
Official: laya-serve
From the core README:
pip install "laya[serve]"
LAYA_DEVICE=cuda LAYA_PRELOAD=1 laya-serve # binds 0.0.0.0:8000, preloads all 3 checkpoints
curl -s localhost:8000/v1/systemone -H 'content-type: application/json' -d '{
"state": {"body": "billed twice, refund please or we cancel"},
"questions": {"dept": {"type": "choice", "instructions": "which team?",
"criteria": {"billing": "refunds", "tech": "bugs"}}}
}'
Set LAYA_API_KEY to require a bearer token. Other settings are LAYA_HOST, LAYA_PORT, LAYA_MODELS and LAYA_THREADS. A Nix flake and a NixOS module are included.
ollaya
ollaya works like Ollama for decision models:
curl -fsSL https://ollaya.dev/install.sh | sh
ollaya run laya --preset triage "I was charged twice for my subscription this month and want a refund."
It serves /v1/systemone, and the README says the official TypeSafe SDK works unchanged with TYPESAFE_BASE_URL=http://localhost:11435.
Docker
LAYA SERVER adds a web console and API-key management:
docker run -d --name laya-server --init --restart unless-stopped \
-p 8080:8080 \
-v laya-data:/data \
-e LAYA_ADMIN_USERNAME=admin \
-e LAYA_ADMIN_PASSWORD='change-this-admin-password' \
1panel/laya-server:latest
docker-laya publishes ghcr.io/chneau/laya for amd64 and arm64. Its README reports roughly 0.35 s per predict on CPU.
Native servers
laya.cpp (C++, CUDA, Vulkan and Core ML), sys1 (Rust on candle) and laya-apple (MLX plus Neural Engine) all serve /v1/systemone.
Differences from Jev
The core README lists three for client ports. Options share a token budget instead of Jev's 255-option cap. Every score level needs a description. confidence is computed differently, so a threshold tuned on Jev does not transfer; gate on answer_confidence instead. laya-rs uses /v1/system-one with a hyphen and is not a drop-in replacement.
Hosted Laya APIs
If you would rather not run a server at all, some services host Laya behind the same /v1/systemone wire format, among them layahost (EU, run by the makers of laya.tools) and Laya Studio (Switzerland). A one-click Railway template sits in between: still self-hosting, on Railway's machines. What to compare between them and your own server: Hosted Laya API: when not to self-host.
More ways to use Laya