{"adoption": {"forks": 249, "observed_at": "2026-08-28T04:07:10.862611+00:00", "stars": 2689}, "canonical_url": "https://ross.abutalabs.com/products/chatterui", "card": {"archived": false, "artifact_type": "application", "description": "A frontend for running models on mobile or connecting to your preferred API providers.", "domain": ["large-language-models", "chatbots", "mobile-development", "artificial-intelligence"], "enriched": true, "function": ["chatbot", "llm-inference", "chat-interface", "tts"], "health_score": 99, "homepage": null, "language": "TypeScript", "license": "AGPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["Vali-98/ChatterUI"], "name": "Vali-98/ChatterUI", "platform": ["cross-platform"], "pushed_at": "2026-08-19T14:30:50+00:00", "repo": "Vali-98/ChatterUI", "stars": 2689, "tags": ["llm-frontend", "on-device-inference", "character-chat", "gguf", "llama-cpp", "react-native", "roleplay", "api-client", "android", "mobile"], "topics": [], "urls": [], "use_cases": ["chat with LLM characters on my phone", "run gguf models locally on android", "connect a mobile app to openai-compatible APIs", "roleplay chat app with character cards", "offline LLM chatbot on device", "customize instruct formatting and samplers on mobile", "chat with AI assistant using device text-to-speech"], "what_it_is": "ChatterUI is a native mobile frontend for running large language models on-device via llama.cpp or connecting to commercial and open-source LLM APIs. It provides a mobile-friendly chat interface with character cards, multiple chats, customizable samplers, and text-to-speech integration.", "when_to_avoid": ["you need an iOS app, which is not yet available", "you need a desktop or web chat frontend", "you want server-side multi-user deployment"], "when_to_choose": ["you want to run LLMs entirely offline on an Android device", "you need a mobile client for multiple LLM API providers", "you want character-card roleplay chat with fine-grained sampler control"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/chatterui", "repo": "Vali-98/ChatterUI", "role": "main", "score": 83}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.862611+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:17:42.136572+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3590459674cc6cd3ec8d09fdb34949ab7e7abd1dfeac9c21744e2aa86f7914bb", "fetched_at": "2026-08-28T04:07:10.862611+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Vali-98/ChatterUI"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.862611+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:17:42.136572+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3590459674cc6cd3ec8d09fdb34949ab7e7abd1dfeac9c21744e2aa86f7914bb", "fetched_at": "2026-08-28T04:07:10.862611+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Vali-98/ChatterUI"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:17:42.136572+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3590459674cc6cd3ec8d09fdb34949ab7e7abd1dfeac9c21744e2aa86f7914bb", "fetched_at": "2026-08-28T04:07:10.862611+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Vali-98/ChatterUI"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.862611+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.862611+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.862611+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:17:42.136572+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3590459674cc6cd3ec8d09fdb34949ab7e7abd1dfeac9c21744e2aa86f7914bb", "fetched_at": "2026-08-28T04:07:10.862611+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Vali-98/ChatterUI"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.862611+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.862611+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:17:42.136572+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3590459674cc6cd3ec8d09fdb34949ab7e7abd1dfeac9c21744e2aa86f7914bb", "fetched_at": "2026-08-28T04:07:10.862611+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Vali-98/ChatterUI"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.862611+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.862611+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.862611+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:17:42.136572+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3590459674cc6cd3ec8d09fdb34949ab7e7abd1dfeac9c21744e2aa86f7914bb", "fetched_at": "2026-08-28T04:07:10.862611+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Vali-98/ChatterUI"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.862611+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.862611+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:17:42.136572+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3590459674cc6cd3ec8d09fdb34949ab7e7abd1dfeac9c21744e2aa86f7914bb", "fetched_at": "2026-08-28T04:07:10.862611+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Vali-98/ChatterUI"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:17:42.136572+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3590459674cc6cd3ec8d09fdb34949ab7e7abd1dfeac9c21744e2aa86f7914bb", "fetched_at": "2026-08-28T04:07:10.862611+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Vali-98/ChatterUI"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:17:42.136572+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3590459674cc6cd3ec8d09fdb34949ab7e7abd1dfeac9c21744e2aa86f7914bb", "fetched_at": "2026-08-28T04:07:10.862611+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Vali-98/ChatterUI"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:17:42.136572+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3590459674cc6cd3ec8d09fdb34949ab7e7abd1dfeac9c21744e2aa86f7914bb", "fetched_at": "2026-08-28T04:07:10.862611+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Vali-98/ChatterUI"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 98, "longevity": 75, "rhythm": 69}, "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": 1050, "days_push": 14, "days_rel": 131, "gap_med": 42, "n_releases_24m": 10}, "score": 83, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}