{"adoption": {"forks": 226, "observed_at": "2026-08-28T04:06:10.269128+00:00", "stars": 2070}, "canonical_url": "https://ross.abutalabs.com/products/neuro", "card": {"archived": false, "artifact_type": "application", "description": "A recreation of Neuro-Sama originally created in 7 days.", "domain": ["artificial-intelligence", "large-language-models", "speech-processing", "chatbots", "gaming-tools"], "enriched": true, "function": ["speech-recognition", "tts", "llm-inference", "rag", "chatbot", "agent-framework"], "health_score": 31, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["kimjammer/Neuro"], "name": "kimjammer/Neuro", "platform": ["python", "cross-platform"], "pushed_at": "2025-01-17T00:56:12+00:00", "repo": "kimjammer/Neuro", "stars": 2070, "tags": ["vtuber", "neuro-sama", "vtube-studio", "twitch", "local-llm", "ai-streaming", "voice-assistant", "desktop", "gpu"], "topics": [], "urls": [], "use_cases": ["run an ai vtuber like neuro-sama on my own pc", "create a local ai streamer with voice input and output", "host an llm chatbot that talks and listens in realtime", "control a vtube studio avatar with an ai", "give an ai vtuber long-term memory with rag", "make an ai that can see the screen and respond to it", "self-host a twitch ai streamer without cloud apis"], "what_it_is": "A local recreation of the Neuro-Sama AI VTuber that runs open-source LLMs on consumer hardware, combining realtime speech-to-text, text-to-speech, long-term memory/RAG, and multimodal vision. It integrates with VTube Studio for avatar control and includes a frontend control panel for moderation and interaction.", "when_to_avoid": ["you need a polished production-grade product rather than a hobbyist recreation", "you have no local GPU or cannot run local LLMs", "you want a simple text-only chatbot without voice or avatar integration"], "when_to_choose": ["you want a fully local AI VTuber on consumer GPU hardware", "you need realtime voice conversation with TTS/STT plus avatar control", "you want persistent memory and multimodal vision in a streaming chatbot"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/neuro", "repo": "kimjammer/Neuro", "role": "main", "score": 28}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:10.269128+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:56:43.799882+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "592850cddb67e93aa198123c0de2aaedf04749e95b62f2f008af3a3a3c7d7a9c", "fetched_at": "2026-08-28T04:06:10.269128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kimjammer/Neuro"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:10.269128+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:56:43.799882+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "592850cddb67e93aa198123c0de2aaedf04749e95b62f2f008af3a3a3c7d7a9c", "fetched_at": "2026-08-28T04:06:10.269128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kimjammer/Neuro"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:56:43.799882+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "592850cddb67e93aa198123c0de2aaedf04749e95b62f2f008af3a3a3c7d7a9c", "fetched_at": "2026-08-28T04:06:10.269128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kimjammer/Neuro"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:10.269128+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:10.269128+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:10.269128+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:56:43.799882+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "592850cddb67e93aa198123c0de2aaedf04749e95b62f2f008af3a3a3c7d7a9c", "fetched_at": "2026-08-28T04:06:10.269128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kimjammer/Neuro"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:10.269128+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:10.269128+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:56:43.799882+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "592850cddb67e93aa198123c0de2aaedf04749e95b62f2f008af3a3a3c7d7a9c", "fetched_at": "2026-08-28T04:06:10.269128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kimjammer/Neuro"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:10.269128+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:10.269128+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:10.269128+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:56:43.799882+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "592850cddb67e93aa198123c0de2aaedf04749e95b62f2f008af3a3a3c7d7a9c", "fetched_at": "2026-08-28T04:06:10.269128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kimjammer/Neuro"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:10.269128+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:10.269128+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:56:43.799882+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "592850cddb67e93aa198123c0de2aaedf04749e95b62f2f008af3a3a3c7d7a9c", "fetched_at": "2026-08-28T04:06:10.269128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kimjammer/Neuro"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:56:43.799882+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "592850cddb67e93aa198123c0de2aaedf04749e95b62f2f008af3a3a3c7d7a9c", "fetched_at": "2026-08-28T04:06:10.269128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kimjammer/Neuro"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:56:43.799882+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "592850cddb67e93aa198123c0de2aaedf04749e95b62f2f008af3a3a3c7d7a9c", "fetched_at": "2026-08-28T04:06:10.269128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kimjammer/Neuro"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:56:43.799882+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "592850cddb67e93aa198123c0de2aaedf04749e95b62f2f008af3a3a3c7d7a9c", "fetched_at": "2026-08-28T04:06:10.269128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kimjammer/Neuro"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 1, "longevity": 69, "rhythm": 40}, "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": 969, "days_push": 594, "days_rel": 659, "gap_med": 1, "n_releases_24m": 2}, "score": 28, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}