{"adoption": {"forks": 114, "observed_at": "2026-08-28T04:03:34.988551+00:00", "stars": 1099}, "canonical_url": "https://ross.abutalabs.com/products/cyberwaifu", "card": {"archived": false, "artifact_type": "application", "description": "LLM + TTS 的真实感聊天机器人 | QQ 机器人 | 支持表情包、QQ 表情、联网搜索", "domain": ["chatbots", "artificial-intelligence", "large-language-models", "speech-processing", "messaging-platforms"], "enriched": true, "function": ["chatbot", "tts", "rag", "llm-inference", "agent-framework", "web-scraping"], "health_score": 20, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["Syan-Lin/CyberWaifu"], "name": "Syan-Lin/CyberWaifu", "platform": ["python", "cross-platform"], "pushed_at": "2023-09-17T06:31:10+00:00", "repo": "Syan-Lin/CyberWaifu", "stars": 1099, "tags": ["qq-bot", "llm", "tts", "long-term-memory", "go-cqhttp", "persona", "langchain", "edge-tts", "docker"], "topics": [], "urls": [], "use_cases": ["build a realistic AI companion chatbot on QQ", "chatbot with voice replies using TTS", "give an LLM chatbot long-term memory of past conversations", "chatbot that can search the web autonomously", "roleplay chatbot with customizable persona prompts", "chatbot that sends stickers and emoji naturally"], "what_it_is": "CyberWaifu is a Python chatbot application that combines LLMs (ChatGPT, Claude) with TTS (edge-tts, Azure) to create realistic conversational companions. It deploys as a QQ bot via go-cqhttp and supports emoji, stickers, web search, and a long-term memory database.", "when_to_avoid": ["you need group chat support (private chat only)", "you need a production-grade, actively maintained bot framework", "you target platforms other than QQ", "you need stable, well-documented behavior for real-world awareness features"], "when_to_choose": []}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/cyberwaifu", "repo": "Syan-Lin/CyberWaifu", "role": "main", "score": 30}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:34.988551+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:45:57.465524+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "829d1c37ac8f4ba27f2a8abe50ba3ea24156ad55103a96765f6ab7cbb68abdfb", "fetched_at": "2026-08-28T04:03:34.988551+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Syan-Lin/CyberWaifu"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:34.988551+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:45:57.465524+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "829d1c37ac8f4ba27f2a8abe50ba3ea24156ad55103a96765f6ab7cbb68abdfb", "fetched_at": "2026-08-28T04:03:34.988551+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Syan-Lin/CyberWaifu"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:45:57.465524+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "829d1c37ac8f4ba27f2a8abe50ba3ea24156ad55103a96765f6ab7cbb68abdfb", "fetched_at": "2026-08-28T04:03:34.988551+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Syan-Lin/CyberWaifu"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:34.988551+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:34.988551+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:34.988551+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:45:57.465524+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "829d1c37ac8f4ba27f2a8abe50ba3ea24156ad55103a96765f6ab7cbb68abdfb", "fetched_at": "2026-08-28T04:03:34.988551+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Syan-Lin/CyberWaifu"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:34.988551+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:34.988551+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:45:57.465524+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "829d1c37ac8f4ba27f2a8abe50ba3ea24156ad55103a96765f6ab7cbb68abdfb", "fetched_at": "2026-08-28T04:03:34.988551+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Syan-Lin/CyberWaifu"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:34.988551+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:34.988551+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:34.988551+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:45:57.465524+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "829d1c37ac8f4ba27f2a8abe50ba3ea24156ad55103a96765f6ab7cbb68abdfb", "fetched_at": "2026-08-28T04:03:34.988551+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Syan-Lin/CyberWaifu"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:34.988551+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:34.988551+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:45:57.465524+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "829d1c37ac8f4ba27f2a8abe50ba3ea24156ad55103a96765f6ab7cbb68abdfb", "fetched_at": "2026-08-28T04:03:34.988551+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Syan-Lin/CyberWaifu"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:45:57.465524+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "829d1c37ac8f4ba27f2a8abe50ba3ea24156ad55103a96765f6ab7cbb68abdfb", "fetched_at": "2026-08-28T04:03:34.988551+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Syan-Lin/CyberWaifu"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:45:57.465524+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "829d1c37ac8f4ba27f2a8abe50ba3ea24156ad55103a96765f6ab7cbb68abdfb", "fetched_at": "2026-08-28T04:03:34.988551+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Syan-Lin/CyberWaifu"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:45:57.465524+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "829d1c37ac8f4ba27f2a8abe50ba3ea24156ad55103a96765f6ab7cbb68abdfb", "fetched_at": "2026-08-28T04:03:34.988551+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Syan-Lin/CyberWaifu"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 88, "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": 1235, "days_push": 1081, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 30, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}