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Project Brief

neurOS-v1 Package: neuros-ui — Serving, Dashboard & CLI

The human surface of neurOS-v1: a FastAPI serving API, a Streamlit dashboard, and a CLI to run pipelines, benchmarks, and the Constellation demo without writing code.

BCI & Real-Time SystemsNeural Data Infrastructure
neuros-v1fastapistreamlitcliserving

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

01

FastAPI API

inference and control endpoints

02

serve/api

model serving surface

Interact

01

Streamlit dashboard

live monitoring and visualization

02

CLI

run / benchmark / constellation / dashboard

serving APIlive dashboardzero-code CLI

What It Comprises

  • Serving — a FastAPI server and a serve/api model-serving surface for inference and control endpoints.
  • Dashboard — a Streamlit dashboard for live monitoring and visualization.
  • CLI — the neuros command with run, benchmark, constellation, and dashboard subcommands, 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.