{"schema_version":"lius-llm-infrastructure-manifest-v1","version":"2026-06-25.1","id":"https://lius.cc/llm","name":"Open Daoist AI Research Infrastructure","name_zh":"開源道教 AI 研究基礎設施","maintainer":"Dingren Daoxue Lab","maintainer_zh":"鼎稔道學館","claim_scope":"據公開可查資料，第一套同時公開模型權重、道教知識資料集、RAG API、專門評測框架與可引用 DOI 的道教 AI 研究基礎設施。","public_evidence_scope":"This claim is scoped to publicly inspectable releases that combine open model weights, a Daoist knowledge dataset, a public RAG API contract, a domain-specific evaluation framework, and an archival DOI.","claim_reviewed_at":"2026-06-25","claim_comparison_criteria":["publicly accessible model weights","public Daoist knowledge dataset","public RAG API or retrieval contract","domain-specific Daoist LLM evaluation framework","archival DOI suitable for preprint-style citation"],"claim_limits":"The claim does not assert first Daoist chatbot, first Chinese religion model, or peer-reviewed academic priority; it only covers the combined public infrastructure stack above.","published_at":"2026-05-16","last_updated":"2026-06-25","home":"https://lius.cc/llm","components":[{"label":"Model","name":"Daoism-Qwen3.5-9B","url":"https://huggingface.co/lius-cc/Daoism-Qwen3.5-9B","evidence":"HuggingFace fp16 + GGUF 量化版","role":"可部署、可審查、可二次微調的道教專業語言模型。","license":"Apache 2.0","evidence_type":"open model repository"},{"label":"Dataset","name":"daoism-knowledge-rag","url":"https://huggingface.co/datasets/lius-cc/daoism-knowledge-rag","evidence":"95,919 條 RAG-ready 館藏 · schema / citation 欄位公開","role":"把道教知識資產轉成可檢索、可下載、可重建索引，且能保留來源欄位的資料層。","license":"Apache 2.0 with CC0 metadata","evidence_type":"open dataset repository"},{"label":"RAG API","name":"/api/llm-rag","url":"https://lius.cc/llm#rag-console","evidence":"llm-rag-v2 · context_blocks · citation · X-Request-ID","role":"讓研究者與開發者不用信任模型記憶，而是先取來源、再生成回答。","license":"public API contract","evidence_type":"live public endpoint"},{"label":"Evaluation","name":"DaoEval v0.1","url":"https://lius.cc/llm/whitepaper","evidence":"400 public questions · 330 core leaderboard denominator · draft/official gate 分離","role":"不是只說模型懂道教，而是提供可比較、可質疑、可重跑的評測標準。","license":"CC0 1.0","evidence_type":"open evaluation framework"},{"label":"Citation","name":"Zenodo DOI","url":"https://doi.org/10.5281/zenodo.20248697","evidence":"10.5281/zenodo.20248697 · CC0 · 2026-05-17","role":"將白皮書、樣例與 BibTeX 凍結為可引用、可存檔、可追蹤的研究紀錄。","license":"CC0 1.0","evidence_type":"archival DOI"}],"public_contracts":{"rag_api":{"endpoint":"https://lius.cc/api/llm-rag","answer_endpoint":"https://lius.cc/api/llm-rag/answer","docs":"https://lius.cc/llm/api","capabilities":"https://lius.cc/api/llm/capabilities.json","schemas":"https://lius.cc/api/llm/schemas.json","rag_contract":"https://lius.cc/api/llm/rag-contract.json","provenance":"https://lius.cc/api/llm/provenance.json","citation_graph":"https://lius.cc/api/llm/citation-graph.json","openapi":"https://lius.cc/api/llm/openapi.json","api_version":"llm-rag-v2","rate_limit":"30 req/min","trace_header":"X-Request-ID","cors":true,"public_visibility":"published_only","core_fields":["hits","context_blocks","query_analysis","expanded_terms","citation","failure_kind","answerability","retrieval_policy"]},"daoeval":{"whitepaper":"https://lius.cc/llm/whitepaper","markdown":"https://lius.cc/api/llm/whitepaper-md","bibtex":"https://lius.cc/api/llm/whitepaper-bibtex","ris":"https://lius.cc/api/llm/whitepaper-ris","csl_json":"https://lius.cc/api/llm/whitepaper-csl-json","citation_cff":"https://lius.cc/CITATION.cff","sample_jsonl":"https://lius.cc/api/llm/dataset-sample","doi":"10.5281/zenodo.20248697","doi_url":"https://doi.org/10.5281/zenodo.20248697"},"cookbook":{"site":"https://lius.cc/llm/cookbook","github":"https://github.com/lius-cc/lius-cookbook"},"agent_readme":{"root":"https://lius.cc/llms.txt","llm_page":"https://lius.cc/llm/llms.txt"},"benchmark":{"truth_table":"https://lius.cc/llm/benchmark","draft_leaderboard":"https://lius.cc/llm/benchmark/leaderboard","benchmark_jsonl":"https://lius.cc/api/llm/benchmark.jsonl","leaderboard_json":"https://lius.cc/api/llm/leaderboard.json","runner_spec":"https://lius.cc/api/llm/runner-spec.json","evaluation_gate":"https://lius.cc/api/llm/evaluation-gate.json","daoeval_manifest":"https://lius.cc/api/llm/daoeval-manifest.json","provenance":"https://lius.cc/api/llm/provenance.json","citation_graph":"https://lius.cc/api/llm/citation-graph.json","offline_scorer":"scripts/benchmark/score-lius-benchmark-offline.mjs","public_status":"core-v0.1 benchmark table is public; leaderboard rows remain draft/unverified until L6 human signoff."}},"adoption_paths":{"rag_api":{"label":"Try RAG API","url":"https://lius.cc/llm#rag-console","role":"Fastest path for developers who need citation-first retrieval."},"model":{"label":"Open Model","url":"https://huggingface.co/lius-cc/Daoism-Qwen3.5-9B","role":"Download fp16 model weights or review the model card."},"dataset":{"label":"Download Dataset","url":"https://huggingface.co/datasets/lius-cc/daoism-knowledge-rag","role":"Download the RAG-ready dataset and inspect schema / citation fields."},"cite":{"label":"Cite DaoEval","url":"https://doi.org/10.5281/zenodo.20248697","role":"Use the Zenodo DOI for preprint-style method citation."}},"verification_paths":[{"label":"研究證據包 JSON","url":"https://lius.cc/api/llm/infrastructure-manifest","audience":"研究者 / AI agents / 搜尋引擎","proof":"版本化 manifest，列出 Model、Dataset、RAG API、Evaluation、Citation 五件套與引用限制。"},{"label":"Capabilities JSON","url":"https://lius.cc/api/llm/capabilities.json","audience":"AI agents / API clients / evaluators","proof":"單一入口列出 retrieve、answer、generate、benchmark、leaderboard、runner、citation 與 official gate 狀態。"},{"label":"Governance JSON","url":"https://lius.cc/api/llm/governance.json","audience":"研究者 / 審查者 / AI agents","proof":"公開維護者、review policy、official leaderboard gate、更正流程、release compatibility 與獨立性聲明。"},{"label":"Evaluation Gate JSON","url":"https://lius.cc/api/llm/evaluation-gate.json","audience":"評測審查 / leaderboard consumers","proof":"把 official promotion 條件拆成 machine-readable gates，避免把 draft OAuth runs 誤判為正式榜。"},{"label":"DaoEval Manifest JSON","url":"https://lius.cc/api/llm/daoeval-manifest.json","audience":"離線驗證 / reproducibility","proof":"列出 public count policy、artifact URLs、local file integrity hash 與外部鏡像邊界。"},{"label":"RAG Contract JSON","url":"https://lius.cc/api/llm/rag-contract.json","audience":"RAG integrators / source reviewers","proof":"定義 retrieval policy、failure modes、answerability、citation status 層級與 feedback policy。"},{"label":"Schemas JSON","url":"https://lius.cc/api/llm/schemas.json","audience":"API clients / validators","proof":"集中公開 RAG、answer、generate、benchmark、leaderboard、evaluation gate 的 JSON Schema。"},{"label":"Provenance JSON","url":"https://lius.cc/api/llm/provenance.json","audience":"審查者 / AI agents / reproducibility users","proof":"公開 source corpus、retrieval、evaluation、governance 四層 lineage 與自託管邊界。"},{"label":"Citation Graph JSON","url":"https://lius.cc/api/llm/citation-graph.json","audience":"claim reviewers / citation auditors","proof":"把 DaoEval 題目與 LIUS registry claims 連到公開 source_refs / sourceAuthority。"},{"label":"Changelog + Errata JSON","url":"https://lius.cc/api/llm/changelog.json","audience":"研究者 / integrators / reviewers","proof":"公開重要 contract、count policy、citation boundary、errata 更正紀錄。"},{"label":"Self-host Guide JSON","url":"https://lius.cc/api/llm/self-host.json","audience":"離線驗證 / self-host users","proof":"列出不依賴 OpenAI OAuth 或付費 LIUS access 的最小離線指令與本地模型路徑。"},{"label":"OpenAPI contract","url":"https://lius.cc/api/llm/openapi.json","audience":"開發者 / 外部前端 / AI agents","proof":"OpenAPI 3.1 JSON，描述 RAG retrieve、grounded answer、generate 與 citation asset endpoints。"},{"label":"API 文件","url":"https://lius.cc/llm/api","audience":"開發者 / 研究工具整合","proof":"人類可讀的 RAG / answer / generate contract、curl 範例與 response 欄位說明。"},{"label":"llms.txt 摘要","url":"https://lius.cc/llms.txt","audience":"AI agents / LLM crawlers","proof":"用純文字 Markdown 說明 canonical page、公開端點、五件套、引用方式與責任限制。"},{"label":"頁面級 llms.txt","url":"https://lius.cc/llm/llms.txt","audience":"專題頁抓取 / agent routing","proof":"聚焦 /llm 研究基礎設施的 agent-readable 摘要，避免 crawler 只抓到一般導覽文字。"},{"label":"Zenodo DOI","url":"https://doi.org/10.5281/zenodo.20248697","audience":"學術引用 / 存檔查核","proof":"DaoEval v0.1 白皮書、sample JSONL 與 BibTeX 的可引用存檔紀錄。"},{"label":"DaoEval 白皮書","url":"https://lius.cc/llm/whitepaper","audience":"評測框架審查","proof":"公開說明 DaoEval schema、400 public / 330 core count policy、ABCD 信賴度、ID 規範與底本欄位。"}],"principles":[{"title":"可重現","body":"Cookbook、demo、prompt、程式碼與 request id 共同保留，使外部研究者能重跑同一個方法流程。"},{"title":"可引用","body":"DaoEval v0.1 已以 Zenodo DOI 凍結；白皮書、sample JSONL 與 BibTeX 以 CC0 釋出。"},{"title":"可審查","body":"RAG API 回傳 hits、context_blocks、citation、source URL 與資料不足狀態，避免把模型生成當成原典。"},{"title":"可比較","body":"DaoEval 不只服務自家模型，也能測 GPT、Claude、Gemini、Qwen、DeepSeek 等通用模型在道教知識上的錯誤模式。"},{"title":"可延伸","body":"Model / Dataset 採 Apache 2.0；RAG API 提供公開端點與 additive contract；白皮書與 cookbook 採 CC0，讓學界、開發者與教育工作流都能接上。"}],"limitations":["DaoEval v0.1 is a preprint-style open release and has not completed external peer review.","Demo outputs are method-reproduction artifacts, not authoritative religious or academic conclusions.","RAG citations point to public lius.cc nodes and still require source verification for formal scholarship.","AI output does not replace qualified Daoist clergy for ritual, divination, medical, legal, financial, or major personal decisions."],"citation":{"preferred":"Liu, Chi-Ying and Dingren Daoxue Lab. DaoEval v0.1: An Open Evaluation Framework for Taoist-Knowledge LLMs. Zenodo, 2026. https://doi.org/10.5281/zenodo.20248697","bibtex_url":"https://lius.cc/api/llm/whitepaper-bibtex","ris_url":"https://lius.cc/api/llm/whitepaper-ris","csl_json_url":"https://lius.cc/api/llm/whitepaper-csl-json","citation_cff_url":"https://lius.cc/CITATION.cff"},"governance":{"policy_url":"https://lius.cc/api/llm/governance.json","correction_intake":"https://lius.cc/api/llm-rag/feedback","evaluation_gate_url":"https://lius.cc/api/llm/evaluation-gate.json","daoeval_manifest_url":"https://lius.cc/api/llm/daoeval-manifest.json","provenance_url":"https://lius.cc/api/llm/provenance.json","citation_graph_url":"https://lius.cc/api/llm/citation-graph.json","changelog_url":"https://lius.cc/api/llm/changelog.json","self_host_guide_url":"https://lius.cc/api/llm/self-host.json"}}