{"adoption": {"forks": 210, "observed_at": "2026-08-28T04:04:38.465377+00:00", "stars": 1407}, "canonical_url": "https://ross.abutalabs.com/products/dragonfire", "card": {"archived": false, "artifact_type": "application", "description": "the open-source virtual assistant for Ubuntu based Linux distributions", "domain": ["artificial-intelligence", "speech-processing", "operating-systems"], "enriched": true, "function": ["speech-recognition", "tts", "nlp", "chatbot", "machine-learning"], "health_score": 20, "homepage": "http://dragon.computer", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["DragonComputer/Dragonfire"], "name": "DragonComputer/Dragonfire", "platform": ["python"], "pushed_at": "2022-11-21T21:49:43+00:00", "repo": "DragonComputer/Dragonfire", "stars": 1407, "tags": ["virtual-assistant", "personal-assistant", "ubuntu", "kaldi", "spacy", "voice-assistant", "natural-language-processing", "linux", "desktop"], "topics": ["linux", "ubuntu", "spacy", "chatbot", "kaldi", "speech-recognition", "speech-to-text", "text-to-speech", "nlp", "machine-learning", "artificial-intelligence", "virtual-assistant", "personal-assistant"], "urls": [], "use_cases": ["voice-controlled assistant for ubuntu linux", "open-source siri alternative for linux", "speech-to-text and text-to-speech desktop assistant", "linux personal assistant that answers questions by voice", "offline voice assistant for my pc"], "what_it_is": "Dragonfire is an open-source virtual assistant for Ubuntu-based Linux distributions, combining speech recognition, text-to-speech, and NLP (Kaldi, spaCy) to answer voice commands. It runs as a desktop application with an animated avatar.", "when_to_avoid": ["you need a cross-platform assistant for Windows or macOS", "you need a modern LLM-powered conversational agent", "you need active development or frequent updates"], "when_to_choose": ["you run Ubuntu or a Debian-based Linux distro and want a voice assistant", "you want a fully open-source, self-hosted assistant stack", "you want to hack on a Python voice assistant using Kaldi and spaCy"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/dragonfire", "repo": "DragonComputer/Dragonfire", "role": "main", "score": 23}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.465377+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:38:37.435131+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bea21a73e2b29bf78e5851f46341bc44224649fa494f10cc595b096f248cead", "fetched_at": "2026-08-28T04:04:38.465377+00:00", "kind": "readme", "missing": false, "url": "https://github.com/DragonComputer/Dragonfire"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.465377+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:38:37.435131+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bea21a73e2b29bf78e5851f46341bc44224649fa494f10cc595b096f248cead", "fetched_at": "2026-08-28T04:04:38.465377+00:00", "kind": "readme", "missing": false, "url": "https://github.com/DragonComputer/Dragonfire"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:38:37.435131+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bea21a73e2b29bf78e5851f46341bc44224649fa494f10cc595b096f248cead", "fetched_at": "2026-08-28T04:04:38.465377+00:00", "kind": "readme", "missing": false, "url": "https://github.com/DragonComputer/Dragonfire"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.465377+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.465377+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.465377+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:38:37.435131+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bea21a73e2b29bf78e5851f46341bc44224649fa494f10cc595b096f248cead", "fetched_at": "2026-08-28T04:04:38.465377+00:00", "kind": "readme", "missing": false, "url": "https://github.com/DragonComputer/Dragonfire"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.465377+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.465377+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:38:37.435131+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bea21a73e2b29bf78e5851f46341bc44224649fa494f10cc595b096f248cead", "fetched_at": "2026-08-28T04:04:38.465377+00:00", "kind": "readme", "missing": false, "url": "https://github.com/DragonComputer/Dragonfire"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.465377+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.465377+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.465377+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:38:37.435131+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bea21a73e2b29bf78e5851f46341bc44224649fa494f10cc595b096f248cead", "fetched_at": "2026-08-28T04:04:38.465377+00:00", "kind": "readme", "missing": false, "url": "https://github.com/DragonComputer/Dragonfire"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.465377+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.465377+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:38:37.435131+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bea21a73e2b29bf78e5851f46341bc44224649fa494f10cc595b096f248cead", "fetched_at": "2026-08-28T04:04:38.465377+00:00", "kind": "readme", "missing": false, "url": "https://github.com/DragonComputer/Dragonfire"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:38:37.435131+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bea21a73e2b29bf78e5851f46341bc44224649fa494f10cc595b096f248cead", "fetched_at": "2026-08-28T04:04:38.465377+00:00", "kind": "readme", "missing": false, "url": "https://github.com/DragonComputer/Dragonfire"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:38:37.435131+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bea21a73e2b29bf78e5851f46341bc44224649fa494f10cc595b096f248cead", "fetched_at": "2026-08-28T04:04:38.465377+00:00", "kind": "readme", "missing": false, "url": "https://github.com/DragonComputer/Dragonfire"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:38:37.435131+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0bea21a73e2b29bf78e5851f46341bc44224649fa494f10cc595b096f248cead", "fetched_at": "2026-08-28T04:04:38.465377+00:00", "kind": "readme", "missing": false, "url": "https://github.com/DragonComputer/Dragonfire"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3788, "days_push": 1381, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 23, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}