BCAITS Dharma-Star Suite v2.0 (BCAITS 五轮研读系统) A Comprehensive 5-Dimensional AI Framework for Buddhist Digital Humanities佛典AI研读的基础设施:心性·义理·制度·逻辑·时空——五位一体的数字佛学系统 📖 Introduction / 简介BCAITS Dharma-Star Suite v2.0 represents a major evolutionary leap from the original v1.0. It expands the dual-core architecture into a comprehensive 5-Module System, covering the full spectrum of Buddhist studies. Designed for Digital Humanities, this suite abandons the "one-prompt-fits-all" approach. Instead, it deploys five specialized AI engines with distinct Temperatures and Reasoning Strategies to address specific domains: Zen Intuition, Canonical Rigor, Legal Sociology, Mathematical Logic, and Historical Context. BCAITS 五轮研读系统 v2.0 是继 v1.0 之后的重大迭代。它将原本的“权实双轨”架构扩展为五大模块系统,实现了对佛学研究维度的全覆盖。 本套件专为数字人文学科设计,摒弃了“一个提示词通用”的粗糙做法,而是部署了五个专用的 AI 引擎。每个引擎拥有独立的推理温度(Temperature)和策略,分别对应:禅宗直觉、经教严谨、律制法学、因明逻辑、历史脉络。 ⚠️ Vital Configuration & Cost Warning / 核心配置与成本预警1. BYOK (Bring Your Own Key) | 需自行购买密钥 This software is an open-source framework and does NOT include any API keys.Users must purchase API keys independently from market providers (OpenAI-compatible format).本软件为开源框架,不包含任何 API 密钥。 用户需自行在市场购买支持 OpenAI 格式的密钥。2. Model Recommendation | 模型推荐 To handle the complex reasoning required by Logic (Axiom) and Jurisprudence (Juris), we strongly recommend using high-intelligence models:🚀 Claude 3.5 Sonnet / 4.5 (Best for Nuance & Literature)🧠 Gemini 3.0 Pro / Ultra (Best for Long Context & Logic)为了处理因明逻辑和法学分析所需的复杂推理,强烈推荐使用高智力模型(如 Claude 4.5 或 Gemini 3.0)。3. Frugality Note | 惜福节俭提示 Gemini 3.0 Flash models are available as a cost-effective option for bulk processing. However, Buddhist texts are lengthy.Please monitor your Token usage carefully. Practice digital frugality to avoid unexpected costs.Gemini 3.0 Flash 系列模型价格较低,适合大批量处理。但佛典文本量巨大,请务必监控 Token 消耗,合理规划预算,惜福节俭,避免浪费。🛠️ System Architecture: The 5 Modules / 五大形态1. BCAITS Upaya (Zen Insight) | 权智·禅宗善巧系统Focus: Mind & Intuition (心性)Target: Zen Koans (e.g., Wudeng Huiyuan).Engine: Temp 0.7 (High Creativity).Method: Uses Cognitive Science & Quantum Metaphors to translate ancient Koans into modern "Flow State" experiences.定位: 禅宗公案。利用高热度推理,结合认知科学与现代隐喻,侧重于引发直觉性的“参悟”。2. BCAITS Truth (Canon Architect) | 实相·佛典考据系统Focus: Doctrine & Philology (义理)Target: Sutras, Abhidharma.Engine: Temp 0.3 (High Rigor).Method: Focuses on structural analysis (Pan-jiao), terminology standardization, and minimizing hallucination.定位: 经论考据。利用低热度推理,侧重于文献学严谨性、科判结构分析与名相的一致性。3. BCAITS Juris (The Institution) | 律制·法学社会学系统 (New in v2.0)Focus: Law & Society (制度)Target: Vinaya (Monastic Codes).Engine: Temp 0.4 (Sociological Analysis).Method: Analyzes precepts through Modern Jurisprudence (Subject/Object/Intent) and Historical Sociology. It critically reviews rules that are historically obsolete due to social progress (e.g., gender inequality).定位: 律藏与制度。结合现代法学与社会学,剖析戒律的法理构成(犯意/行为),并批判性地审视因时代进步而过时的条款。4. BCAITS Axiom (The Logic) | 量·因明逻辑系统 (New in v2.0)Focus: Logic & Mathematics (逻辑)Target: Hetu-Vidya, Epistemology (Pramana).Engine: Temp 0.2 (Precision).Method: Reconstructs ancient arguments into Symbolic Logic (P→QP→Q) and applies Modern Mathematical Critique (Set Theory/Paradoxes) to validate or refute ancient reasoning.定位: 因明与量论。极低热度推理。将古文论式转化为现代符号逻辑,并引入数学集合论视角进行“降维打击”式的逻辑驳正。5. BCAITS Chrono (The Context) | 史观·历史脉络系统 (New in v2.0)Focus: Time & Space (时空)Target: Biographies, Chronicles, Travelogues.Engine: Temp 0.5 (Narrative Context).Method: Provides Narrative Translations and contextualizes events within political history (e.g., Dynastic changes) and geography (Ancient vs. Modern locations).定位: 史传与地缘。温和热度。提供叙事化翻译,重点考证历史背景(来龙去脉)、政治环境与古今地名变迁。🌍 Multilingual Matrix / 多语言矩阵All 5 modules support output in 12 languages, forming a "5x12" matrix: 所有 5 个模块均支持 12 种语言 输出: Chinese (中文)English (英文)Japanese (日本語)Korean (한국어)Tibetan (བོད་ཡིག)Pāli (Romanized)Spanish (Español)Russian (Русский)French (Français)German (Deutsch)Hindi (हिन्दी)Norwegian (Norsk)⚠️ Technical Limitation / 技术局限声明Text Segmentation (关于分段): The built-in ZenTextProcessor is optimized primarily for the structure of "Wudeng Huiyuan" (X80n1565).For other texts (History, Vinaya, Logic), the segmentation relies on generic headers (e.g., "Volume", "Chapter"). If your text structure differs significantly, automatic segmentation may fail.Solution: Users are expected to modify the regex patterns in the source code (ZenTextProcessor class) to adapt to their specific corpora.分段局限性: 内置的分段器主要针对《五灯会元》结构优化。对于其他类型的文本(律藏、因明、史传),程序依赖通用的章节标题识别。如果您的文本结构特殊,分段可能失效。建议用户根据需要自行修改代码中的正则规则。 Configure API: Enter your purchased API Key and Endpoint.Load & Run: Select your .txt file and start the analysis.📄 LicenseMIT License. Free for academic and research use.Developed for the digital modernization of Buddhist Wisdom.