{"adoption": {"forks": 418, "observed_at": "2026-08-28T04:06:27.481111+00:00", "stars": 2220}, "canonical_url": "https://ross.abutalabs.com/products/antifraudchatbot", "card": {"archived": false, "artifact_type": "application", "description": "A simple prompt-chatting AI based on wechaty and fintuned NLP model", "domain": ["chatbots", "artificial-intelligence", "fintech"], "enriched": true, "function": ["chatbot", "nlp", "llm-inference", "prompt-engineering"], "health_score": 20, "homepage": null, "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["Turing-Project/AntiFraudChatBot"], "name": "Turing-Project/AntiFraudChatBot", "platform": ["python", "windows", "cross-platform"], "pushed_at": "2023-02-16T01:40:57+00:00", "repo": "Turing-Project/AntiFraudChatBot", "stars": 2220, "tags": ["anti-fraud", "wechaty", "wechat-bot", "yuan-1.0", "chinese-language", "conversational-ai", "prompt-based", "natural-language-processing", "wechat", "linux"], "topics": [], "urls": [], "use_cases": ["build a wechat chatbot that answers questions", "deploy an ai assistant to help users avoid scams", "chat with a chinese large language model over wechat", "swap different llm backends into a chatbot framework", "run a 24/7 automated wechat conversation bot"], "what_it_is": "A prompt-based Chinese conversational AI framework that connects a fine-tuned large language model (YUAN-1.0) to WeChat via the wechaty framework, focused on anti-fraud dialogue scenarios. It is modular, allowing the dialogue model backend to be swapped for alternatives like ChatGPT or ERNIE.", "when_to_avoid": ["you need a production-grade, actively maintained project (last release early 2023, alpha pypi version)", "you need English-language or non-WeChat chat deployment", "you cannot rely on the YUAN-1.0 API or its account registration"], "when_to_choose": ["you need a Chinese-language chatbot integrated with WeChat", "you want a modular framework where the LLM backend is replaceable", "your use case is anti-fraud awareness or educational dialogue"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/antifraudchatbot", "repo": "Turing-Project/AntiFraudChatBot", "role": "main", "score": 22}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:27.481111+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:45:49.645693+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8e80cd03084e0d6d9c95988467419821b5aee8db9c5d562a9b4129e51733bb1d", "fetched_at": "2026-08-28T04:06:27.481111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Turing-Project/AntiFraudChatBot"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:27.481111+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:45:49.645693+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8e80cd03084e0d6d9c95988467419821b5aee8db9c5d562a9b4129e51733bb1d", "fetched_at": "2026-08-28T04:06:27.481111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Turing-Project/AntiFraudChatBot"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:45:49.645693+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8e80cd03084e0d6d9c95988467419821b5aee8db9c5d562a9b4129e51733bb1d", "fetched_at": "2026-08-28T04:06:27.481111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Turing-Project/AntiFraudChatBot"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:27.481111+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:27.481111+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:27.481111+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:45:49.645693+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8e80cd03084e0d6d9c95988467419821b5aee8db9c5d562a9b4129e51733bb1d", "fetched_at": "2026-08-28T04:06:27.481111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Turing-Project/AntiFraudChatBot"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:27.481111+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:27.481111+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:45:49.645693+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8e80cd03084e0d6d9c95988467419821b5aee8db9c5d562a9b4129e51733bb1d", "fetched_at": "2026-08-28T04:06:27.481111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Turing-Project/AntiFraudChatBot"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:27.481111+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:27.481111+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:27.481111+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:45:49.645693+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8e80cd03084e0d6d9c95988467419821b5aee8db9c5d562a9b4129e51733bb1d", "fetched_at": "2026-08-28T04:06:27.481111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Turing-Project/AntiFraudChatBot"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:27.481111+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:27.481111+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:45:49.645693+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8e80cd03084e0d6d9c95988467419821b5aee8db9c5d562a9b4129e51733bb1d", "fetched_at": "2026-08-28T04:06:27.481111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Turing-Project/AntiFraudChatBot"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:45:49.645693+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8e80cd03084e0d6d9c95988467419821b5aee8db9c5d562a9b4129e51733bb1d", "fetched_at": "2026-08-28T04:06:27.481111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Turing-Project/AntiFraudChatBot"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:45:49.645693+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8e80cd03084e0d6d9c95988467419821b5aee8db9c5d562a9b4129e51733bb1d", "fetched_at": "2026-08-28T04:06:27.481111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Turing-Project/AntiFraudChatBot"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:45:49.645693+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8e80cd03084e0d6d9c95988467419821b5aee8db9c5d562a9b4129e51733bb1d", "fetched_at": "2026-08-28T04:06:27.481111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Turing-Project/AntiFraudChatBot"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 98, "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": 1372, "days_push": 1295, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 22, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}