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ZENODO
Software . 2026
License: CC BY
Data sources: Datacite
ZENODO
Software . 2026
License: CC BY
Data sources: Datacite
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BCAITS Dharma-Star Suite v4.0 Memory River (BCAITS 五轮研读系统 记忆之河)

Authors: Buddhist Classics AI Translation Series;

BCAITS Dharma-Star Suite v4.0 Memory River (BCAITS 五轮研读系统 记忆之河)

Abstract

BCAITS 五轮研读系统 Dharma-Star Suite v4.0 Memory River ( 记忆之河) 这个系统是 3.0加 深度分析系统 Memory River 深度分析系统非常消耗流量,不建议使用 # BCAITS Dharma-Star Suite v3.0 (Five-Wheel Study System) **BCAITS 五轮研读系统 (Dharma-Star Suite v3.0)** 是基于 **v15.0 核心引擎** 构建的综合性佛典分析平台。该套件包含五个专门针对不同文献类型的“研读轮”,分别从**认知、逻辑、法理、时空、义理**五个维度对佛教古籍进行现代化、学术化与科技化的深度解码。 The **BCAITS Dharma-Star Suite v3.0** is a comprehensive Buddhist analytical platform built upon the **v15.0 Core Engine**. The suite comprises five specialized "Study Wheels," decoding ancient texts through the dimensions of **Cognition, Logic, Jurisprudence, Chronology, and Doctrine**, utilizing modern academic and technological frameworks. --- ### ✅ 核心引擎特性 (Core Engine Features - Powered by v15.0 Arch) 五轮系统共享以下底层工程能力:The entire Dharma-Star Suite shares the following engineering capabilities: 1. **高容错 (High Fault Tolerance):** 5分钟超时自动重试与智能跳过机制。 * *5-minute timeout with auto-retry and smart skip logic.*2. **精细控制 (Precision Control):** 支持仅生成分段预览,及“起始-结束”选段处理。 * *Supports segment preview generation and precise "Start-End" range processing.*3. **数据安全 (Data Safety):** 断点自动保存,防止长任务意外丢失。 * *Automatic breakpoint saving to prevent data loss during long tasks.*4. **全语言支持 (Global Reach):** 12种目标语言并行矩阵。 * *Parallel processing matrix for 12 target languages.* --- ### ☸️ 第一轮:禅宗·具身认知 (Wheel 1: Zen & Embodied Cognition)* **文件名 / Filename:** `BCAITS_Upaya_v15_Full.py`* **对应星位 (Star Aspect):** **智慧与顿悟 (Wisdom & Insight)*** **AI 温度 (Temp):** 0.7 (高创造力)* **核心功能:** 专为**禅宗公案**设计。引入**具身认知 (Embodied Cognition)** 与 **预测编码 (Predictive Coding)** 理论,分析公案中的语言(如呵斥、无义语)如何物理性地阻断大脑的惯性逻辑。* **独有模块:** * **三镜映照:** 中观镜(空性)、如来藏镜(觉性)、科学镜(量子/AI隐喻)。 * **直指:** 一针见血的棒喝。* **Description:** Tailored for **Zen Koans**. Incorporates **Embodied Cognition** and **Predictive Coding** to analyze how linguistic shocks in Koans disrupt the brain's predictive patterns. Features the **Three-Mirror Analysis** (Madhyamaka, Buddha-nature, Science). --- ### ☸️ 第二轮:因明·逻辑推演 (Wheel 2: Logic & Hetu-Vidya)* **文件名 / Filename:** `BCAITS_Logic_v15_Range.py`* **对应星位 (Star Aspect):** **严密与思辨 (Rigor & Reasoning)*** **AI 温度 (Temp):** 0.2 (极度冷静)* **核心功能:** 专为**因明(佛教逻辑)**与**量论**设计。AI化身为数学家,将古汉语文本重构为标准的**三支论式 (Syllogism)**,并使用现代集合论与符号逻辑进行验证或驳议。* **独有模块:** * **三支重构:** 宗 (Thesis)、因 (Reason)、喻 (Example)。 * **数理驳议:** 使用现代数理逻辑寻找古印度逻辑的漏洞或等价形式。* **Description:** Designed for **Hetu-Vidya** and **Epistemology**. The AI acts as a Mathematician, reconstructing texts into **Three-Part Syllogisms** and critiquing them via modern **Symbolic Logic** and Set Theory. --- ### ☸️ 第三轮:律制·法学流派 (Wheel 3: Jurisprudence & Legal Schools)* **文件名 / Filename:** `BCAITS_Juris_v15_Anonymous.py`* **对应星位 (Star Aspect):** **规范与社会 (Norms & Society)*** **AI 温度 (Temp):** 0.4 (法理兼顾人文)* **核心功能:** 专为**律藏 (Vinaya)** 设计。将戒律视为法律条文进行翻译。引入**五大法学流派**(法律经济学、法律整全性、实证主义等)的模拟专家,对戒条进行跨时空的现代法理会诊。* **独有模块:** * **法理构成:** 主体、客体、主观、客观、免责条件。 * **流派会诊:** 模拟“法律经济学家”、“宪法精神专家”等角色对戒律进行评议(匿名化处理)。* **Description:** Designed for **Vinaya Codes**. Translates rules into statutory legal language. Features a **Council of 5 Legal Perspectives** (e.g., Law & Economics, Law as Integrity) to provide a modern jurisprudential critique of ancient rules. --- ### ☸️ 第四轮:史观·历史考据 (Wheel 4: History & Chronology)* **文件名 / Filename:** `BCAITS_Chrono_v15_History.py`* **对应星位 (Star Aspect):** **时空与脉络 (Time & Context)*** **AI 温度 (Temp):** 0.5 (叙事与考证平衡)* **核心功能:** 专为**高僧传记**与**佛教史**设计。侧重于将事件置于时代、学术与宗派背景中。特别强化了对**封建年号**与**时轮历 (Kalachakra)** 的公历转换与深度考证。* **独有模块:** * **史实注疏:** 古今地名对照、职官解释。 * **年代考证:** 强制要求年号公历转换,并推算模糊时间点。* **Description:** Designed for **Biographies** and **History**. Focuses on political and sectarian context. Specifically reinforced for verifying and converting **Regnal Years** and **Kalachakra Dates** into the Western Calendar (CE/AD). --- ### ☸️ 第五轮:经论·学术梳理 (Wheel 5: Scholarly & Doctrinal)* **文件名 / Filename:** `BCAITS_Scholarly_v15_Range.py`* **对应星位 (Star Aspect):** **义理与结构 (Doctrine & Structure)*** **AI 温度 (Temp):** 0.3 (严谨学术)* **核心功能:** 专为通用**经 (Sutra)**、**论 (Shastra)** 及**注疏**设计。模拟佛教学者的工作,侧重于文本的**科判 (Structural Outline)** 梳理和**名相 (Terminology)** 的梵巴原义考证,杜绝主观发挥。* **独有模块:** * **科判结构:** 分析文本的逻辑层次(序分/正宗分/流通分)。 * **义理阐释:** 依据中观、唯识等传统教义进行标准解读。* **Description:** Designed for general **Sutras and Shastras**. Simulates a Buddhologist's workflow, prioritizing **Structural Outlining (Panjiao)**, **Philological Etymology**, and rigorous **Doctrinal Analysis** based on established traditions. ------------ 这是一个为您汇总的 **BCAITS "Memory River" (记忆之河) 全系列通用使用说明书与知识库构建规范**。 先行声明:Memory River因为在一致性上扩展了极其复杂的功能和库,所以不要轻易使用,对流量的消耗是日常处理的数倍以上。 这一架构目前已覆盖 **逻辑 (Logic)、义理 (Scholarly)、历史 (Chrono)、律制 (Juris)、禅宗 (Zen)** 五大分支。它们共享同一套底层“记忆”逻辑,但在应用层面各有侧重。 --- # 🌊 BCAITS Memory River 系列总使用说明书 **核心理念**:本系列工具旨在解决长篇文本处理中“前言不搭后语”的 AI 通病。通过挂载外部**知识库 (Knowledge Base, KB)** 并结合**智能索引 (Smart Indexing)**,让 AI 在处理第 1000 段文字时,依然记得第 1 段定义的术语、人名或宗风。 ## 🚀 通用操作流程 (适用于所有 5 个分支) ### 1. 环境与启动* **依赖**:所有脚本均基于 Python,需安装 `requests` 库 (`pip install requests`)。* **配置**:启动脚本后,在顶部填写您的 OpenAI 格式 **API Key** 和 **API 地址**。建议使用 `gpt-4o` 以获得最佳的逻辑连贯性。 ### 2. 基础输入* **选择文件**:点击 `📂 选择文件` 导入您的 `.txt` 源文本(如《中论》、《大唐西域记》)。* **智能分段**: * 程序会自动识别章节标题(如“卷一”、“Case 1”)。 * **分段阈值**:默认为 3000-3500字符。如果文本极其晦涩(如因明论著),建议调低至 2000 以提高精度。* **选段处理 (Range)**:可指定“从第 5 段到第 10 段”进行测试,避免浪费 Token。 ### 3. 挂载记忆库 (Memory River 核心)界面中部均有 **“智能知识库”** 区域,包含两个接口:* **核心库 (Core KB)**:用于存放**硬性约束**(如:术语定义、人名表、戒条名)。* **扩展库 (Extended KB)**:用于存放**软性参考**(如:背景史料、科学隐喻、法理学说)。* **操作**:勾选对应的“启用”框,并选择包含库文件(.txt/.md)的**文件夹**。 ### 4. 启动与输出* 点击 `🚀 启动`。程序将生成: * **分段文件** (`_split.txt`) * **结果文件** (`_Translation`, `_Analysis` 等,支持 .txt 和 .md) * **频次表** (`_Freq_List.csv`):自动提取本书的新术语,可作为下一本书的“核心库”。 * **一致性报告** (`_Consistency_Report.md`):(若开启全局回溯) 全书检查报告。 --- ## 📚 五大分支特性速查表 | 分支名称 | 代号 | 核心任务 | 核心库 (Core KB) 建议内容 | 扩展库 (Ext KB) 建议内容 | 全局回溯重点 || :--- | :--- | :--- | :--- | :--- | :--- || **逻辑版** | Logic | 因明推演、数理驳议 | **逻辑定义集**(如:宗、因、喻的严格定义) | **广博背景**(如:唯识学背景设定) | 定义漂移、循环论证 || **义理版** | Scholarly | 严谨翻译、科判梳理 | **名相词典**(如:阿赖耶识、三性) | **参考论著**(如:《瑜伽师地论》相关章) | 术语一致性、义理矛盾 || **历史版** | Chrono | 叙事翻译、考据 | **实体对照表**(人名、地名、官职、年号) | **背景史料**(如:《唐六典》、地理志) | 时间线冲突、死人复活 || **律制版** | Juris | 法条化翻译、法学评议 | **法律术语集**(罪名、判例名、刑罚) | **法理参考**(如:制定缘起、现代法理) | 判例冲突、量刑标准 || **禅宗版** | Zen | 具身解析、三镜映照 | **宗风与动作**(如:临济喝、德山棒、竖拂) | **科学隐喻**(如:量子力学、认知科学) | 宗风统一、隐喻连贯 | --- ## 🏗️ 知识库构建规范 (Library Specifications) 为了让程序的 **智能索引器 (Indexer)** 能够精准捕捉并注入知识,您的库文件(`.txt` 或 `.md`)必须遵循以下格式。 ### ✅ 通用语法 (适用于所有分支)程序主要通过正则表达式识别两种格式: 1. **标准格式 (推荐)**: `[DEF: 关键词 = 定义内容]`2. **中文格式**: `【关键词】:定义内容` *注意:每条定义尽量保持在**一行**内,或者紧凑连接。纯大段文本如果没有标记,将**不会**被索引。* --- ### 📂 各分支数据结构示例 #### 1. Logic (逻辑库)*关注:逻辑变量的定义*```text[DEF: 现量 = 指感官直接感知的知识,未经过概念思维的加工(Perception)。][DEF: 比量 = 基于逻辑推理获得的知识(Inference)。][DEF: 宗 = 论证的命题(Thesis)。]``` #### 2. Scholarly (义理/名相库)*关注:标准佛学术语*```text[DEF: 阿赖耶识 = 第八识,意为“藏识”,是由于过去业力所形成的潜在心理能量仓库。][DEF: 遍计所执性 = 凡夫虚妄执着的实我实法,如夜见绳误认为蛇。]``` #### 3. Chrono (历史/实体库)*关注:人名、地名、官职的统一译名*```text[DEF: 刺史 = Prefect (Head of a Prefecture)][DEF: 玄奘 = Xuanzang (602–664), famous Tang dynasty Buddhist monk and traveler.][DEF: 长安 = Chang'an (Capital of Tang Dynasty, modern Xi'an).]``` #### 4. Juris (法律/戒律库)*关注:罪名、量刑、法律概念*```text[DEF: 波罗夷 = Parajika,极重罪,犯者逐出僧团,丧失比丘资格。][DEF: 突吉罗 = Dukkata,轻罪,意为“恶作”,需对人悔过。][DEF: 结界 = Sima,法律管辖区的划定。]``` #### 5. Zen (禅宗/隐喻库)*关注:动作、师承风格、科学隐喻*```text[DEF: 竖拂 = 禅师竖起拂尘的动作,在具身认知中象征“直接的视觉呈现”,打断语言中枢的处理。][DEF: 临济喝 = 临济宗家风,用高分贝声音切断学人的预测编码流。]【量子纠缠】:隐喻“感应道交”,心与境之间超越时空的即时关联。【预测编码】:Predictive Coding,大脑对现实的模拟。禅悟即是打破这一模拟,接触“现量”。``` --- ## 💾 最佳实践:文件组织建议 为了方便管理,建议您建立如下文件夹结构: ```BCAITS_Library/├── Logic_Lib/│ ├── Dignaga_Terms.txt (核心:陈那术语)│ └── Hetuvidya_Intro.txt (扩展:因明概论)├── History_Lib/│ ├── Tang_Officials.txt (核心:唐代职官)│ └── Geography_Map.txt (核心:地名对照)├── Zen_Lib/│ ├── Lineage_Styles.txt (核心:五家七宗风格)│ └── Quantum_Metaphors.txt (扩展:科学隐喻)└── ...``` 在使用对应分支的脚本时,只需将路径指向对应的子文件夹即可。

Keywords

LLM, Hermeneutics, Buddhist Logic, Prompt Engineering, Translation, Vinaya, Buddhist AI, Symbolic Logic, Multilingual Translation, Koan, Digital Humanities, memory, Chinese Canon, Python Framework, Buddhism, Abhidharma, Computational Philology, Sociology of Buddhism, Pali, History of Religion, Buddhist Jurisprudence, Hetu-vidya, Zen Buddhism, AI, BCAITS, memory river, Zen, Python, Tibetan

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These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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