{"adoption": {"forks": 3582, "observed_at": "2026-08-28T04:12:09.046200+00:00", "stars": 43425}, "canonical_url": "https://ross.abutalabs.com/products/gradio", "card": {"archived": false, "artifact_type": "library", "description": "Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!", "domain": ["machine-learning", "data-science", "web-development", "deep-learning", "artificial-intelligence"], "enriched": true, "function": ["ui-components", "web-framework", "data-visualization", "frontend-framework"], "health_score": 100, "homepage": "http://www.gradio.app", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "stable", "member_repos": ["gradio-app/gradio"], "name": "gradio-app/gradio", "platform": ["python", "cross-platform"], "pushed_at": "2026-08-26T23:55:57+00:00", "repo": "gradio-app/gradio", "stars": 43425, "tags": ["ml-demos", "web-ui", "hugging-face", "prototyping", "notebooks", "model-deployment", "web-server"], "topics": ["machine-learning", "models", "ui", "ui-components", "interface", "python", "data-science", "data-visualization", "deep-learning", "data-analysis", "gradio", "gradio-interface", "python-notebook", "deploy"], "urls": [], "use_cases": ["create a web demo for a machine learning model", "build a UI around a Python function without writing frontend code", "share an interactive ML prototype with a link", "demo a Hugging Face model in a browser", "build quick data science dashboards in Python", "wrap an API in a simple web interface"], "what_it_is": "Gradio is an open-source Python library for quickly building web-based demos and UIs for machine learning models, APIs, or arbitrary Python functions. It requires no JavaScript or web hosting knowledge and includes built-in sharing to publish demos via a public link in seconds.", "when_to_avoid": ["you need a fully custom production web application", "you require fine-grained control over frontend design and routing", "you are building a large multi-page web app with complex state", "you need a non-Python backend stack"], "when_to_choose": ["you want a fast ML model demo with minimal code", "you work in Python and need a web UI without frontend skills", "you need shareable demos for notebooks or prototypes", "you want tight integration with the Hugging Face ecosystem"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/gradio", "repo": "gradio-app/gradio", "role": "main", "score": 95}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.046200+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:22:26.476084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6458e77f506584bc303c944ce121c5ca5c618fada15e8f204b8234404c12dac", "fetched_at": "2026-08-28T04:12:09.046200+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gradio-app/gradio"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.046200+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:22:26.476084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6458e77f506584bc303c944ce121c5ca5c618fada15e8f204b8234404c12dac", "fetched_at": "2026-08-28T04:12:09.046200+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gradio-app/gradio"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:22:26.476084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6458e77f506584bc303c944ce121c5ca5c618fada15e8f204b8234404c12dac", "fetched_at": "2026-08-28T04:12:09.046200+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gradio-app/gradio"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.046200+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.046200+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.046200+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:22:26.476084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6458e77f506584bc303c944ce121c5ca5c618fada15e8f204b8234404c12dac", "fetched_at": "2026-08-28T04:12:09.046200+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gradio-app/gradio"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.046200+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.046200+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:22:26.476084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6458e77f506584bc303c944ce121c5ca5c618fada15e8f204b8234404c12dac", "fetched_at": "2026-08-28T04:12:09.046200+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gradio-app/gradio"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.046200+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.046200+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.046200+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:22:26.476084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6458e77f506584bc303c944ce121c5ca5c618fada15e8f204b8234404c12dac", "fetched_at": "2026-08-28T04:12:09.046200+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gradio-app/gradio"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.046200+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.046200+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:22:26.476084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6458e77f506584bc303c944ce121c5ca5c618fada15e8f204b8234404c12dac", "fetched_at": "2026-08-28T04:12:09.046200+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gradio-app/gradio"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:22:26.476084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6458e77f506584bc303c944ce121c5ca5c618fada15e8f204b8234404c12dac", "fetched_at": "2026-08-28T04:12:09.046200+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gradio-app/gradio"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:22:26.476084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6458e77f506584bc303c944ce121c5ca5c618fada15e8f204b8234404c12dac", "fetched_at": "2026-08-28T04:12:09.046200+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gradio-app/gradio"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:22:26.476084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e6458e77f506584bc303c944ce121c5ca5c618fada15e8f204b8234404c12dac", "fetched_at": "2026-08-28T04:12:09.046200+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gradio-app/gradio"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 87}, "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": 2814, "days_push": 7, "days_rel": 9, "gap_med": 0.0, "n_releases_24m": 3209}, "score": 95, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}