{"adoption": {"forks": 2553, "observed_at": "2026-08-28T04:11:27.266597+00:00", "stars": 18951}, "canonical_url": "https://ross.abutalabs.com/products/notebooklm-py", "card": {"archived": false, "artifact_type": "library", "description": "Unofficial Python API and agentic skill for Google Gemini Notebook. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.", "domain": ["artificial-intelligence", "large-language-models", "developer-tools", "apis"], "enriched": true, "function": ["sdk", "http-client", "cli", "agent-framework", "workflow-automation"], "health_score": 100, "homepage": "https://github.com/teng-lin/notebooklm-py", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["teng-lin/notebooklm-py"], "name": "teng-lin/notebooklm-py", "platform": ["python", "cli", "cross-platform"], "pushed_at": "2026-08-26T14:52:50+00:00", "repo": "teng-lin/notebooklm-py", "stars": 18951, "tags": ["notebooklm", "gemini-notebook", "unofficial-api", "agentic-skill", "claude-skills", "audio-overviews", "research-automation", "content-generation", "automation"], "topics": ["python", "sdk", "skills", "google-notebooklm", "notebooklm", "notebooklm-api", "python-api", "agentic-skill", "claude-skills", "openclaw-skills", "notebooklm-skill", "gemini-notebook", "gemini-notebook-api", "gemini-notebook-skill"], "urls": [], "use_cases": ["automate notebooklm programmatically from python", "bulk import sources into notebooklm", "generate notebooklm audio overview podcasts via api", "integrate notebooklm into claude code as an agent skill", "build repeatable research pipelines with gemini notebook", "download notebooklm generated artifacts like mp3 and pdf", "create quizzes and flashcards from sources automatically"], "what_it_is": "An unofficial Python SDK, CLI, and agentic skill for programmatically driving Google NotebookLM (now Gemini Notebook), including source import, research queries, and generation of audio overviews, videos, slide decks, quizzes, and study guides. It integrates with AI agents like Claude Code, Codex, and OpenClaw via installable skills.", "when_to_avoid": ["you need a Google-supported, officially documented API with stability guarantees", "you're building production systems that can't tolerate undocumented internal endpoints breaking", "you need heavy sustained usage that may hit rate limits"], "when_to_choose": ["you need programmatic or bulk access to NotebookLM features beyond the web UI", "you want to wire NotebookLM into LLM agent workflows or CI pipelines", "you're building prototypes, research automation, or personal tooling on top of NotebookLM"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/notebooklm-py", "repo": "teng-lin/notebooklm-py", "role": "main", "score": 82}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.266597+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:01:00.070656+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "69fedac049f1f45fcacfcda8cf2a0c70152022e4a8ede18e1c16a73b3549051b", "fetched_at": "2026-08-28T04:11:27.266597+00:00", "kind": "readme", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "d37626337781e96367bf89ead3ca60095aaa7920ccecea06ddfe1fdf75f5067c", "fetched_at": "2026-08-29T07:59:03.122005+00:00", "kind": "homepage", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "17ee64f36af8de276b72c1e5faf3251aff93a3003438f34ed617bc4d76a0984a", "fetched_at": "2026-08-29T07:59:03.131753+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/notebooklm-py/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.266597+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:01:00.070656+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "69fedac049f1f45fcacfcda8cf2a0c70152022e4a8ede18e1c16a73b3549051b", "fetched_at": "2026-08-28T04:11:27.266597+00:00", "kind": "readme", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "d37626337781e96367bf89ead3ca60095aaa7920ccecea06ddfe1fdf75f5067c", "fetched_at": "2026-08-29T07:59:03.122005+00:00", "kind": "homepage", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "17ee64f36af8de276b72c1e5faf3251aff93a3003438f34ed617bc4d76a0984a", "fetched_at": "2026-08-29T07:59:03.131753+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/notebooklm-py/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:01:00.070656+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "69fedac049f1f45fcacfcda8cf2a0c70152022e4a8ede18e1c16a73b3549051b", "fetched_at": "2026-08-28T04:11:27.266597+00:00", "kind": "readme", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "d37626337781e96367bf89ead3ca60095aaa7920ccecea06ddfe1fdf75f5067c", "fetched_at": "2026-08-29T07:59:03.122005+00:00", "kind": "homepage", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "17ee64f36af8de276b72c1e5faf3251aff93a3003438f34ed617bc4d76a0984a", "fetched_at": "2026-08-29T07:59:03.131753+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/notebooklm-py/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.266597+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.266597+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.266597+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:01:00.070656+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "69fedac049f1f45fcacfcda8cf2a0c70152022e4a8ede18e1c16a73b3549051b", "fetched_at": "2026-08-28T04:11:27.266597+00:00", "kind": "readme", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "d37626337781e96367bf89ead3ca60095aaa7920ccecea06ddfe1fdf75f5067c", "fetched_at": "2026-08-29T07:59:03.122005+00:00", "kind": "homepage", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "17ee64f36af8de276b72c1e5faf3251aff93a3003438f34ed617bc4d76a0984a", "fetched_at": "2026-08-29T07:59:03.131753+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/notebooklm-py/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.266597+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.266597+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:01:00.070656+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "69fedac049f1f45fcacfcda8cf2a0c70152022e4a8ede18e1c16a73b3549051b", "fetched_at": "2026-08-28T04:11:27.266597+00:00", "kind": "readme", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "d37626337781e96367bf89ead3ca60095aaa7920ccecea06ddfe1fdf75f5067c", "fetched_at": "2026-08-29T07:59:03.122005+00:00", "kind": "homepage", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "17ee64f36af8de276b72c1e5faf3251aff93a3003438f34ed617bc4d76a0984a", "fetched_at": "2026-08-29T07:59:03.131753+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/notebooklm-py/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.266597+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.266597+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.266597+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:01:00.070656+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "69fedac049f1f45fcacfcda8cf2a0c70152022e4a8ede18e1c16a73b3549051b", "fetched_at": "2026-08-28T04:11:27.266597+00:00", "kind": "readme", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "d37626337781e96367bf89ead3ca60095aaa7920ccecea06ddfe1fdf75f5067c", "fetched_at": "2026-08-29T07:59:03.122005+00:00", "kind": "homepage", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "17ee64f36af8de276b72c1e5faf3251aff93a3003438f34ed617bc4d76a0984a", "fetched_at": "2026-08-29T07:59:03.131753+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/notebooklm-py/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.266597+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:27.266597+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:01:00.070656+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "69fedac049f1f45fcacfcda8cf2a0c70152022e4a8ede18e1c16a73b3549051b", "fetched_at": "2026-08-28T04:11:27.266597+00:00", "kind": "readme", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "d37626337781e96367bf89ead3ca60095aaa7920ccecea06ddfe1fdf75f5067c", "fetched_at": "2026-08-29T07:59:03.122005+00:00", "kind": "homepage", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "17ee64f36af8de276b72c1e5faf3251aff93a3003438f34ed617bc4d76a0984a", "fetched_at": "2026-08-29T07:59:03.131753+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/notebooklm-py/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:01:00.070656+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "69fedac049f1f45fcacfcda8cf2a0c70152022e4a8ede18e1c16a73b3549051b", "fetched_at": "2026-08-28T04:11:27.266597+00:00", "kind": "readme", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "d37626337781e96367bf89ead3ca60095aaa7920ccecea06ddfe1fdf75f5067c", "fetched_at": "2026-08-29T07:59:03.122005+00:00", "kind": "homepage", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "17ee64f36af8de276b72c1e5faf3251aff93a3003438f34ed617bc4d76a0984a", "fetched_at": "2026-08-29T07:59:03.131753+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/notebooklm-py/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:01:00.070656+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "69fedac049f1f45fcacfcda8cf2a0c70152022e4a8ede18e1c16a73b3549051b", "fetched_at": "2026-08-28T04:11:27.266597+00:00", "kind": "readme", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "d37626337781e96367bf89ead3ca60095aaa7920ccecea06ddfe1fdf75f5067c", "fetched_at": "2026-08-29T07:59:03.122005+00:00", "kind": "homepage", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "17ee64f36af8de276b72c1e5faf3251aff93a3003438f34ed617bc4d76a0984a", "fetched_at": "2026-08-29T07:59:03.131753+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/notebooklm-py/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:01:00.070656+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "69fedac049f1f45fcacfcda8cf2a0c70152022e4a8ede18e1c16a73b3549051b", "fetched_at": "2026-08-28T04:11:27.266597+00:00", "kind": "readme", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "d37626337781e96367bf89ead3ca60095aaa7920ccecea06ddfe1fdf75f5067c", "fetched_at": "2026-08-29T07:59:03.122005+00:00", "kind": "homepage", "missing": false, "url": "https://github.com/teng-lin/notebooklm-py"}, {"content_hash": "17ee64f36af8de276b72c1e5faf3251aff93a3003438f34ed617bc4d76a0984a", "fetched_at": "2026-08-29T07:59:03.131753+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/notebooklm-py/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 17, "rhythm": 98}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 238, "days_push": 7, "days_rel": 19, "gap_med": 6, "n_releases_24m": 18}, "score": 82, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}