{"adoption": {"forks": 358, "observed_at": "2026-08-28T04:06:19.507443+00:00", "stars": 2154}, "canonical_url": "https://ross.abutalabs.com/products/notion-qa", "card": {"archived": false, "artifact_type": "application", "description": null, "domain": ["large-language-models", "developer-tools"], "enriched": true, "function": ["rag", "llm-inference", "chatbot", "search-engine"], "health_score": 20, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["hwchase17/notion-qa"], "name": "hwchase17/notion-qa", "platform": ["python"], "pushed_at": "2024-09-06T05:18:06+00:00", "repo": "hwchase17/notion-qa", "stars": 2154, "tags": ["notion", "langchain", "question-answering", "streamlit", "openai", "document-ingestion", "retrieval-augmented-generation", "natural-language-processing", "web-server"], "topics": [], "urls": [], "use_cases": ["ask questions about my notion workspace in natural language", "build a chatbot over notion docs", "query an employee handbook with an llm", "ingest notion export and do retrieval-augmented qa", "deploy a streamlit app for chatting with my documents"], "what_it_is": "A Python application that lets you ask natural-language questions about a Notion database, built on LangChain and OpenAI. It ingests exported Notion Markdown/CSV data and exposes a chat interface, including a deployable StreamLit app.", "when_to_avoid": ["you need a production-grade, actively developed RAG pipeline", "you want to query Notion via its API without exporting data", "you don't want to depend on OpenAI API keys"], "when_to_choose": ["you want a simple, ready-made LangChain example for question-answering over Notion exports", "you need a quick StreamLit chat interface over your own documents"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/notion-qa", "repo": "hwchase17/notion-qa", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.507443+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:50:37.425432+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f1832e3f6cb471f2151e26525408f8af2a57211344b0b55967b781b47dfd4321", "fetched_at": "2026-08-28T04:06:19.507443+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hwchase17/notion-qa"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.507443+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:50:37.425432+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f1832e3f6cb471f2151e26525408f8af2a57211344b0b55967b781b47dfd4321", "fetched_at": "2026-08-28T04:06:19.507443+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hwchase17/notion-qa"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:50:37.425432+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f1832e3f6cb471f2151e26525408f8af2a57211344b0b55967b781b47dfd4321", "fetched_at": "2026-08-28T04:06:19.507443+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hwchase17/notion-qa"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.507443+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.507443+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.507443+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:50:37.425432+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f1832e3f6cb471f2151e26525408f8af2a57211344b0b55967b781b47dfd4321", "fetched_at": "2026-08-28T04:06:19.507443+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hwchase17/notion-qa"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.507443+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.507443+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:50:37.425432+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f1832e3f6cb471f2151e26525408f8af2a57211344b0b55967b781b47dfd4321", "fetched_at": "2026-08-28T04:06:19.507443+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hwchase17/notion-qa"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.507443+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.507443+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.507443+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:50:37.425432+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f1832e3f6cb471f2151e26525408f8af2a57211344b0b55967b781b47dfd4321", "fetched_at": "2026-08-28T04:06:19.507443+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hwchase17/notion-qa"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.507443+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.507443+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:50:37.425432+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f1832e3f6cb471f2151e26525408f8af2a57211344b0b55967b781b47dfd4321", "fetched_at": "2026-08-28T04:06:19.507443+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hwchase17/notion-qa"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:50:37.425432+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f1832e3f6cb471f2151e26525408f8af2a57211344b0b55967b781b47dfd4321", "fetched_at": "2026-08-28T04:06:19.507443+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hwchase17/notion-qa"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:50:37.425432+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f1832e3f6cb471f2151e26525408f8af2a57211344b0b55967b781b47dfd4321", "fetched_at": "2026-08-28T04:06:19.507443+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hwchase17/notion-qa"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:50:37.425432+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f1832e3f6cb471f2151e26525408f8af2a57211344b0b55967b781b47dfd4321", "fetched_at": "2026-08-28T04:06:19.507443+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hwchase17/notion-qa"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 99, "rhythm": 35}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1396, "days_push": 726, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}