{"adoption": {"forks": 940, "observed_at": "2026-08-28T04:11:14.872490+00:00", "stars": 16164}, "canonical_url": "https://ross.abutalabs.com/products/nicegui", "card": {"archived": false, "artifact_type": "framework", "description": "Create web-based user interfaces with Python. The nice way.", "domain": ["web-development", "frontend", "developer-tools", "robotics", "data-visualization"], "enriched": true, "function": ["ui-components", "web-framework", "gui", "data-visualization", "templating", "state-management"], "health_score": 100, "homepage": "https://nicegui.io", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "stable", "member_repos": ["zauberzeug/nicegui"], "name": "zauberzeug/nicegui", "platform": ["python", "cross-platform"], "pushed_at": "2026-08-26T19:06:25+00:00", "repo": "zauberzeug/nicegui", "stars": 16164, "tags": ["python-gui", "web-ui", "dashboard", "browser-based-ui", "native-mode", "data-binding", "web-server", "docker"], "topics": ["gui", "python", "webapp", "robotics", "toolkit", "frontend", "interaction", "scripting", "interface", "interfaces", "website"], "urls": [], "use_cases": ["build a python web dashboard", "create a gui for a robotics project in python", "make a smart home control interface", "build a micro web app without writing html or javascript", "tune machine learning parameters with a quick ui", "add a web interface to a python script", "monitor motor controllers with a live gui"], "what_it_is": "NiceGUI is a Python-based UI framework for creating web browser-based graphical user interfaces with simple Python code. It provides standard GUI elements, charts, 3D scenes, data binding, and can run as a web server or in native desktop mode.", "when_to_avoid": ["you need a highly custom, pixel-perfect consumer-facing frontend", "you require offline desktop uis without a browser or native mode", "you need a large complex spa with fine-grained control over frontend frameworks"], "when_to_choose": ["you want browser-based uis written entirely in python", "you need quick dashboards, robotics control panels, or internal tools", "you want built-in charts, 3d scenes, tables, and data binding", "you prefer python over javascript for frontend work"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/nicegui", "repo": "zauberzeug/nicegui", "role": "main", "score": 94}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.872490+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:05:12.556637+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7bda79122be25a08ccf788e38b4841073746caea8bc01346555ff834170c0664", "fetched_at": "2026-08-28T04:11:14.872490+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zauberzeug/nicegui"}, {"content_hash": "026d9e60bd706ed7212ab398f03a964be7e497bef2da6f0b5c2fac3f6b7285fc", "fetched_at": "2026-08-29T08:02:48.551520+00:00", "kind": "homepage", "missing": false, "url": "https://nicegui.io"}, {"content_hash": "b2e1276b7babf09498f23b658fd4fd74a2bc2ac9617fe63bec415d917b75b8f8", "fetched_at": "2026-08-29T08:02:48.560807+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/nicegui/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.872490+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:05:12.556637+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7bda79122be25a08ccf788e38b4841073746caea8bc01346555ff834170c0664", "fetched_at": "2026-08-28T04:11:14.872490+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zauberzeug/nicegui"}, {"content_hash": "026d9e60bd706ed7212ab398f03a964be7e497bef2da6f0b5c2fac3f6b7285fc", "fetched_at": "2026-08-29T08:02:48.551520+00:00", "kind": "homepage", "missing": false, "url": "https://nicegui.io"}, {"content_hash": "b2e1276b7babf09498f23b658fd4fd74a2bc2ac9617fe63bec415d917b75b8f8", "fetched_at": "2026-08-29T08:02:48.560807+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/nicegui/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:05:12.556637+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7bda79122be25a08ccf788e38b4841073746caea8bc01346555ff834170c0664", "fetched_at": "2026-08-28T04:11:14.872490+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zauberzeug/nicegui"}, {"content_hash": "026d9e60bd706ed7212ab398f03a964be7e497bef2da6f0b5c2fac3f6b7285fc", "fetched_at": "2026-08-29T08:02:48.551520+00:00", "kind": "homepage", "missing": false, "url": "https://nicegui.io"}, {"content_hash": "b2e1276b7babf09498f23b658fd4fd74a2bc2ac9617fe63bec415d917b75b8f8", "fetched_at": "2026-08-29T08:02:48.560807+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/nicegui/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.872490+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.872490+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.872490+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:05:12.556637+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7bda79122be25a08ccf788e38b4841073746caea8bc01346555ff834170c0664", "fetched_at": "2026-08-28T04:11:14.872490+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zauberzeug/nicegui"}, {"content_hash": "026d9e60bd706ed7212ab398f03a964be7e497bef2da6f0b5c2fac3f6b7285fc", "fetched_at": "2026-08-29T08:02:48.551520+00:00", "kind": "homepage", "missing": false, "url": "https://nicegui.io"}, {"content_hash": "b2e1276b7babf09498f23b658fd4fd74a2bc2ac9617fe63bec415d917b75b8f8", "fetched_at": "2026-08-29T08:02:48.560807+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/nicegui/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.872490+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.872490+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:05:12.556637+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7bda79122be25a08ccf788e38b4841073746caea8bc01346555ff834170c0664", "fetched_at": "2026-08-28T04:11:14.872490+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zauberzeug/nicegui"}, {"content_hash": "026d9e60bd706ed7212ab398f03a964be7e497bef2da6f0b5c2fac3f6b7285fc", "fetched_at": "2026-08-29T08:02:48.551520+00:00", "kind": "homepage", "missing": false, "url": "https://nicegui.io"}, {"content_hash": "b2e1276b7babf09498f23b658fd4fd74a2bc2ac9617fe63bec415d917b75b8f8", "fetched_at": "2026-08-29T08:02:48.560807+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/nicegui/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.872490+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.872490+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.872490+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:05:12.556637+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7bda79122be25a08ccf788e38b4841073746caea8bc01346555ff834170c0664", "fetched_at": "2026-08-28T04:11:14.872490+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zauberzeug/nicegui"}, {"content_hash": "026d9e60bd706ed7212ab398f03a964be7e497bef2da6f0b5c2fac3f6b7285fc", "fetched_at": "2026-08-29T08:02:48.551520+00:00", "kind": "homepage", "missing": false, "url": "https://nicegui.io"}, {"content_hash": "b2e1276b7babf09498f23b658fd4fd74a2bc2ac9617fe63bec415d917b75b8f8", "fetched_at": "2026-08-29T08:02:48.560807+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/nicegui/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.872490+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.872490+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:05:12.556637+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7bda79122be25a08ccf788e38b4841073746caea8bc01346555ff834170c0664", "fetched_at": "2026-08-28T04:11:14.872490+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zauberzeug/nicegui"}, {"content_hash": "026d9e60bd706ed7212ab398f03a964be7e497bef2da6f0b5c2fac3f6b7285fc", "fetched_at": "2026-08-29T08:02:48.551520+00:00", "kind": "homepage", "missing": false, "url": "https://nicegui.io"}, {"content_hash": "b2e1276b7babf09498f23b658fd4fd74a2bc2ac9617fe63bec415d917b75b8f8", "fetched_at": "2026-08-29T08:02:48.560807+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/nicegui/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:05:12.556637+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7bda79122be25a08ccf788e38b4841073746caea8bc01346555ff834170c0664", "fetched_at": "2026-08-28T04:11:14.872490+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zauberzeug/nicegui"}, {"content_hash": "026d9e60bd706ed7212ab398f03a964be7e497bef2da6f0b5c2fac3f6b7285fc", "fetched_at": "2026-08-29T08:02:48.551520+00:00", "kind": "homepage", "missing": false, "url": "https://nicegui.io"}, {"content_hash": "b2e1276b7babf09498f23b658fd4fd74a2bc2ac9617fe63bec415d917b75b8f8", "fetched_at": "2026-08-29T08:02:48.560807+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/nicegui/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:05:12.556637+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7bda79122be25a08ccf788e38b4841073746caea8bc01346555ff834170c0664", "fetched_at": "2026-08-28T04:11:14.872490+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zauberzeug/nicegui"}, {"content_hash": "026d9e60bd706ed7212ab398f03a964be7e497bef2da6f0b5c2fac3f6b7285fc", "fetched_at": "2026-08-29T08:02:48.551520+00:00", "kind": "homepage", "missing": false, "url": "https://nicegui.io"}, {"content_hash": "b2e1276b7babf09498f23b658fd4fd74a2bc2ac9617fe63bec415d917b75b8f8", "fetched_at": "2026-08-29T08:02:48.560807+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/nicegui/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:05:12.556637+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7bda79122be25a08ccf788e38b4841073746caea8bc01346555ff834170c0664", "fetched_at": "2026-08-28T04:11:14.872490+00:00", "kind": "readme", "missing": false, "url": "https://github.com/zauberzeug/nicegui"}, {"content_hash": "026d9e60bd706ed7212ab398f03a964be7e497bef2da6f0b5c2fac3f6b7285fc", "fetched_at": "2026-08-29T08:02:48.551520+00:00", "kind": "homepage", "missing": false, "url": "https://nicegui.io"}, {"content_hash": "b2e1276b7babf09498f23b658fd4fd74a2bc2ac9617fe63bec415d917b75b8f8", "fetched_at": "2026-08-29T08:02:48.560807+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/nicegui/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 85}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1944, "days_push": 7, "days_rel": 21, "gap_med": 10.5, "n_releases_24m": 65}, "score": 94, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}