Where People Meet the Platform
neuros-ui is how a human drives neurOS — serving models over an API, watching pipelines in a
dashboard, and launching runs from the command line.
package map
neuros-ui — serving, dashboard, and CLI
The human surface: a FastAPI serving API, a Streamlit dashboard, and a CLI to run pipelines, benchmarks, and the Constellation demo without writing code.
Serve
FastAPI API
inference and control endpoints
serve/api
model serving surface
Interact
Streamlit dashboard
live monitoring and visualization
CLI
run / benchmark / constellation / dashboard
What It Comprises
- Serving — a FastAPI
serverand aserve/apimodel-serving surface for inference and control endpoints. - Dashboard — a Streamlit
dashboardfor live monitoring and visualization. - CLI — the
neuroscommand withrun,benchmark,constellation, anddashboardsubcommands, so pipelines and demos launch without code.
How It Differs
Every other package does the work; neuros-ui makes it operable and observable by people. It
is the thin, deliberate presentation layer on top of the runtime, models, and cloud packages.
Part of the neurOS-v1 platform.