{"adoption": {"forks": 273, "observed_at": "2026-08-28T04:04:40.213625+00:00", "stars": 1418}, "canonical_url": "https://ross.abutalabs.com/products/clarity-ai", "card": {"archived": false, "artifact_type": "application", "description": "A Perplexity clone.", "domain": ["artificial-intelligence", "large-language-models", "web-development"], "enriched": true, "function": ["web-scraping", "search-engine", "llm-inference", "rag", "chatbot", "http-server"], "health_score": 20, "homepage": "https://JoinTakeoff.com", "language": "TypeScript", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["mckaywrigley/clarity-ai"], "name": "mckaywrigley/clarity-ai", "platform": ["cross-platform"], "pushed_at": "2024-03-28T04:13:59+00:00", "repo": "mckaywrigley/clarity-ai", "stars": 1418, "tags": ["perplexity-clone", "openai", "answer-engine", "nextjs", "streaming", "demo-app", "search", "retrieval-augmented-generation", "nodejs", "web-server"], "topics": [], "urls": [], "use_cases": ["build a perplexity clone", "self-host an AI answer engine", "search the web and get an LLM-generated answer", "learn how to combine web scraping with OpenAI API", "stream LLM answers in a web app", "demo a RAG search assistant"], "what_it_is": "Clarity AI is an open-source clone of Perplexity.ai that answers user queries by scraping Google search results, parsing the webpages, and using OpenAI's API to generate and stream an answer. It is a TypeScript web app intended as an educational example of building an AI-powered answer engine.", "when_to_avoid": ["you need a production-grade search engine with rate limits, caching, and source citations", "you want to avoid scraping Google (fragile and against ToS)", "you need follow-up conversations or modern model support out of the box"], "when_to_choose": ["you want a minimal, readable example of a Perplexity-style answer engine", "you want to self-host a simple AI search tool with your own OpenAI key", "you are learning how to build LLM apps that fetch live web data"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/clarity-ai", "repo": "mckaywrigley/clarity-ai", "role": "main", "score": 31}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:40.213625+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:37:58.426703+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75245fbcc482527ae4ad9293653ac173c7383094f28459a5202753f2e80a2a2e", "fetched_at": "2026-08-28T04:04:40.213625+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mckaywrigley/clarity-ai"}, {"content_hash": "29e9f961b06ff4fb1b82fcc55989e56d1b4ada582e83b0bb21e7807ba87641d4", "fetched_at": "2026-08-29T11:50:48.358496+00:00", "kind": "homepage", "missing": false, "url": "https://JoinTakeoff.com"}, {"content_hash": "2b10fb196859ef1fee16088e731070de1ca26f09c138e5fba2e4ff9321f6c8c0", "fetched_at": "2026-08-29T11:50:48.364260+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/about"}, {"content_hash": "f96920d1f31646c7fd466bc0e5c07669d6eed4f8be2c3bb48fba3e3c72586269", "fetched_at": "2026-08-29T11:50:48.360970+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/pricing"}, {"content_hash": "018395019c4ffb80cc1ae3a1280a9fd22227a165e915363465a89c9535784cdf", "fetched_at": "2026-08-29T11:50:48.362745+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/changelog"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:40.213625+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:37:58.426703+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75245fbcc482527ae4ad9293653ac173c7383094f28459a5202753f2e80a2a2e", "fetched_at": "2026-08-28T04:04:40.213625+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mckaywrigley/clarity-ai"}, {"content_hash": "29e9f961b06ff4fb1b82fcc55989e56d1b4ada582e83b0bb21e7807ba87641d4", "fetched_at": "2026-08-29T11:50:48.358496+00:00", "kind": "homepage", "missing": false, "url": "https://JoinTakeoff.com"}, {"content_hash": "2b10fb196859ef1fee16088e731070de1ca26f09c138e5fba2e4ff9321f6c8c0", "fetched_at": "2026-08-29T11:50:48.364260+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/about"}, {"content_hash": "f96920d1f31646c7fd466bc0e5c07669d6eed4f8be2c3bb48fba3e3c72586269", "fetched_at": "2026-08-29T11:50:48.360970+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/pricing"}, {"content_hash": "018395019c4ffb80cc1ae3a1280a9fd22227a165e915363465a89c9535784cdf", "fetched_at": "2026-08-29T11:50:48.362745+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/changelog"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:37:58.426703+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75245fbcc482527ae4ad9293653ac173c7383094f28459a5202753f2e80a2a2e", "fetched_at": "2026-08-28T04:04:40.213625+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mckaywrigley/clarity-ai"}, {"content_hash": "29e9f961b06ff4fb1b82fcc55989e56d1b4ada582e83b0bb21e7807ba87641d4", "fetched_at": "2026-08-29T11:50:48.358496+00:00", "kind": "homepage", "missing": false, "url": "https://JoinTakeoff.com"}, {"content_hash": "2b10fb196859ef1fee16088e731070de1ca26f09c138e5fba2e4ff9321f6c8c0", "fetched_at": "2026-08-29T11:50:48.364260+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/about"}, {"content_hash": "f96920d1f31646c7fd466bc0e5c07669d6eed4f8be2c3bb48fba3e3c72586269", "fetched_at": "2026-08-29T11:50:48.360970+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/pricing"}, {"content_hash": "018395019c4ffb80cc1ae3a1280a9fd22227a165e915363465a89c9535784cdf", "fetched_at": "2026-08-29T11:50:48.362745+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/changelog"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:40.213625+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:40.213625+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:40.213625+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:37:58.426703+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75245fbcc482527ae4ad9293653ac173c7383094f28459a5202753f2e80a2a2e", "fetched_at": "2026-08-28T04:04:40.213625+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mckaywrigley/clarity-ai"}, {"content_hash": "29e9f961b06ff4fb1b82fcc55989e56d1b4ada582e83b0bb21e7807ba87641d4", "fetched_at": "2026-08-29T11:50:48.358496+00:00", "kind": "homepage", "missing": false, "url": "https://JoinTakeoff.com"}, {"content_hash": "2b10fb196859ef1fee16088e731070de1ca26f09c138e5fba2e4ff9321f6c8c0", "fetched_at": "2026-08-29T11:50:48.364260+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/about"}, {"content_hash": "f96920d1f31646c7fd466bc0e5c07669d6eed4f8be2c3bb48fba3e3c72586269", "fetched_at": "2026-08-29T11:50:48.360970+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/pricing"}, {"content_hash": "018395019c4ffb80cc1ae3a1280a9fd22227a165e915363465a89c9535784cdf", "fetched_at": "2026-08-29T11:50:48.362745+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/changelog"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:40.213625+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:40.213625+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:37:58.426703+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75245fbcc482527ae4ad9293653ac173c7383094f28459a5202753f2e80a2a2e", "fetched_at": "2026-08-28T04:04:40.213625+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mckaywrigley/clarity-ai"}, {"content_hash": "29e9f961b06ff4fb1b82fcc55989e56d1b4ada582e83b0bb21e7807ba87641d4", "fetched_at": "2026-08-29T11:50:48.358496+00:00", "kind": "homepage", "missing": false, "url": "https://JoinTakeoff.com"}, {"content_hash": "2b10fb196859ef1fee16088e731070de1ca26f09c138e5fba2e4ff9321f6c8c0", "fetched_at": "2026-08-29T11:50:48.364260+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/about"}, {"content_hash": "f96920d1f31646c7fd466bc0e5c07669d6eed4f8be2c3bb48fba3e3c72586269", "fetched_at": "2026-08-29T11:50:48.360970+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/pricing"}, {"content_hash": "018395019c4ffb80cc1ae3a1280a9fd22227a165e915363465a89c9535784cdf", "fetched_at": "2026-08-29T11:50:48.362745+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/changelog"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:40.213625+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:40.213625+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:40.213625+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:37:58.426703+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75245fbcc482527ae4ad9293653ac173c7383094f28459a5202753f2e80a2a2e", "fetched_at": "2026-08-28T04:04:40.213625+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mckaywrigley/clarity-ai"}, {"content_hash": "29e9f961b06ff4fb1b82fcc55989e56d1b4ada582e83b0bb21e7807ba87641d4", "fetched_at": "2026-08-29T11:50:48.358496+00:00", "kind": "homepage", "missing": false, "url": "https://JoinTakeoff.com"}, {"content_hash": "2b10fb196859ef1fee16088e731070de1ca26f09c138e5fba2e4ff9321f6c8c0", "fetched_at": "2026-08-29T11:50:48.364260+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/about"}, {"content_hash": "f96920d1f31646c7fd466bc0e5c07669d6eed4f8be2c3bb48fba3e3c72586269", "fetched_at": "2026-08-29T11:50:48.360970+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/pricing"}, {"content_hash": "018395019c4ffb80cc1ae3a1280a9fd22227a165e915363465a89c9535784cdf", "fetched_at": "2026-08-29T11:50:48.362745+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/changelog"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:40.213625+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:40.213625+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:37:58.426703+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75245fbcc482527ae4ad9293653ac173c7383094f28459a5202753f2e80a2a2e", "fetched_at": "2026-08-28T04:04:40.213625+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mckaywrigley/clarity-ai"}, {"content_hash": "29e9f961b06ff4fb1b82fcc55989e56d1b4ada582e83b0bb21e7807ba87641d4", "fetched_at": "2026-08-29T11:50:48.358496+00:00", "kind": "homepage", "missing": false, "url": "https://JoinTakeoff.com"}, {"content_hash": "2b10fb196859ef1fee16088e731070de1ca26f09c138e5fba2e4ff9321f6c8c0", "fetched_at": "2026-08-29T11:50:48.364260+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/about"}, {"content_hash": "f96920d1f31646c7fd466bc0e5c07669d6eed4f8be2c3bb48fba3e3c72586269", "fetched_at": "2026-08-29T11:50:48.360970+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/pricing"}, {"content_hash": "018395019c4ffb80cc1ae3a1280a9fd22227a165e915363465a89c9535784cdf", "fetched_at": "2026-08-29T11:50:48.362745+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/changelog"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:37:58.426703+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75245fbcc482527ae4ad9293653ac173c7383094f28459a5202753f2e80a2a2e", "fetched_at": "2026-08-28T04:04:40.213625+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mckaywrigley/clarity-ai"}, {"content_hash": "29e9f961b06ff4fb1b82fcc55989e56d1b4ada582e83b0bb21e7807ba87641d4", "fetched_at": "2026-08-29T11:50:48.358496+00:00", "kind": "homepage", "missing": false, "url": "https://JoinTakeoff.com"}, {"content_hash": "2b10fb196859ef1fee16088e731070de1ca26f09c138e5fba2e4ff9321f6c8c0", "fetched_at": "2026-08-29T11:50:48.364260+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/about"}, {"content_hash": "f96920d1f31646c7fd466bc0e5c07669d6eed4f8be2c3bb48fba3e3c72586269", "fetched_at": "2026-08-29T11:50:48.360970+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/pricing"}, {"content_hash": "018395019c4ffb80cc1ae3a1280a9fd22227a165e915363465a89c9535784cdf", "fetched_at": "2026-08-29T11:50:48.362745+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/changelog"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:37:58.426703+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75245fbcc482527ae4ad9293653ac173c7383094f28459a5202753f2e80a2a2e", "fetched_at": "2026-08-28T04:04:40.213625+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mckaywrigley/clarity-ai"}, {"content_hash": "29e9f961b06ff4fb1b82fcc55989e56d1b4ada582e83b0bb21e7807ba87641d4", "fetched_at": "2026-08-29T11:50:48.358496+00:00", "kind": "homepage", "missing": false, "url": "https://JoinTakeoff.com"}, {"content_hash": "2b10fb196859ef1fee16088e731070de1ca26f09c138e5fba2e4ff9321f6c8c0", "fetched_at": "2026-08-29T11:50:48.364260+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/about"}, {"content_hash": "f96920d1f31646c7fd466bc0e5c07669d6eed4f8be2c3bb48fba3e3c72586269", "fetched_at": "2026-08-29T11:50:48.360970+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/pricing"}, {"content_hash": "018395019c4ffb80cc1ae3a1280a9fd22227a165e915363465a89c9535784cdf", "fetched_at": "2026-08-29T11:50:48.362745+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/changelog"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:37:58.426703+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75245fbcc482527ae4ad9293653ac173c7383094f28459a5202753f2e80a2a2e", "fetched_at": "2026-08-28T04:04:40.213625+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mckaywrigley/clarity-ai"}, {"content_hash": "29e9f961b06ff4fb1b82fcc55989e56d1b4ada582e83b0bb21e7807ba87641d4", "fetched_at": "2026-08-29T11:50:48.358496+00:00", "kind": "homepage", "missing": false, "url": "https://JoinTakeoff.com"}, {"content_hash": "2b10fb196859ef1fee16088e731070de1ca26f09c138e5fba2e4ff9321f6c8c0", "fetched_at": "2026-08-29T11:50:48.364260+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/about"}, {"content_hash": "f96920d1f31646c7fd466bc0e5c07669d6eed4f8be2c3bb48fba3e3c72586269", "fetched_at": "2026-08-29T11:50:48.360970+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/pricing"}, {"content_hash": "018395019c4ffb80cc1ae3a1280a9fd22227a165e915363465a89c9535784cdf", "fetched_at": "2026-08-29T11:50:48.362745+00:00", "kind": "site_page", "missing": false, "url": "https://www.jointakeoff.com/changelog"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 92, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1291, "days_push": 888, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 31, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}