agi-web 2026.6.1

AGILAB portable web component contract with static Canvas2D/WebGL adapters for Streamlit and HTML

AGI Web

agi-web defines a portable component contract for AGILAB app-owned UI islands. It lets an app describe a rich browser component once, attach deterministic evidence hashes, and render it in Streamlit or static HTML today while keeping a stable payload for richer adapters. The bundled static adapter can render a WebGL decision-surface heatmap with a Canvas2D overlay/fallback for local replay/scrub controls, clickable timelines, keyboard scrubbing, confidence badges, uncertainty-contour glow, and hover readouts when the payload includes boundary snapshots.

Quick Install

pip install agi-web

Most users get it through the AGILAB UI profile:

pip install "agilab[ui]"

Component Contract

from agi_web import AgiWebComponent, AgiWebRendererSpec, render_streamlit

component = AgiWebComponent(
    component_id="playground-boundary",
    title="Decision boundary",
    renderer=AgiWebRendererSpec(
        renderer_id="pytorch-boundary-webgl",
        technology="webgl",
        capabilities=("decision-boundary", "learning-replay", "gpu-heatmap"),
    ),
    payload={
        "samples": [{"x1": -0.4, "x2": 0.2, "target": 1}],
        "grid": [{"x1": -0.5, "x2": 0.0, "probability": 0.72}],
        "snapshots": [
            {"epoch": 0, "x1": -0.5, "x2": 0.0, "probability": 0.51},
            {"epoch": 8, "x1": -0.5, "x2": 0.0, "probability": 0.72},
        ],
    },
)

render_streamlit(component)

The contract is intentionally framework-neutral:

• The payload is normalized JSON, so Canvas2D, WebGL, Streamlit, notebook, static-report, and future React renderers can consume the same data.
• The evidence block records the renderer, payload hash, action hash, and asset hash, so visual proof artifacts can be compared deterministically.
• The package has no JavaScript build dependency. The current static renderer ships Canvas2D/WebGL paths; framework-specific adapters can be added beside the contract without forcing Node tooling into every AGILAB install.

Visual Guard

The repository ships a deterministic browser fixture for this adapter:

uv --preview-features extra-build-dependencies run --with playwright --with pillow \
  python tools/agi_web_visual_regression.py --browser chromium --max-render-ms 2500 --json

The agi-web-visual workflow parity profile compares Chromium output against the committed docs/source/_static/agi-web-visual-baseline screenshot baseline and records per-browser render timing. Pass repeated --browser options for manual Firefox/WebKit smoke checks.

Repository

• Source: https://github.com/ThalesGroup/agilab/tree/main/src/agilab/lib/agi-web
• Docs: https://thalesgroup.github.io/agilab/agi-web.html
• Issues: https://github.com/ThalesGroup/agilab/issues