fix jtd, remove temp files - final translation push

Signed-off-by: Alex Jenkins <kjenkins60@gatech.edu>

docs/tech-specs/__TEMPLATE.ar.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "المواصفات الفنية لتحميل المعرفة من سطر الأوامر"
+parent: "Arabic (Beta)"
+---
+
 # المواصفات الفنية لتحميل المعرفة من سطر الأوامر
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## نظرة عامة
 
 تصف هذه المواصفة واجهات سطر الأوامر لتحميل المعرفة إلى TrustGraph، مما يمكّن المستخدمين من استيراد البيانات من مصادر مختلفة من خلال أدوات سطر الأوامر. تدعم هذه التكامل أربع حالات استخدام رئيسية:

docs/tech-specs/__TEMPLATE.es.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Especificación Técnica de Carga de Conocimiento desde la Línea de Comandos"
+parent: "Spanish (Beta)"
+---
+
 # Especificación Técnica de Carga de Conocimiento desde la Línea de Comandos
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Resumen
 
 Esta especificación describe las interfaces de línea de comandos para cargar conocimiento en TrustGraph, permitiendo a los usuarios importar datos de diversas fuentes a través de herramientas de línea de comandos. La integración admite cuatro casos de uso principales:

docs/tech-specs/__TEMPLATE.he.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Command-Line Loading Knowledge Technical Specification"
+parent: "Hebrew (Beta)"
+---
+
 # Command-Line Loading Knowledge Technical Specification
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Overview
 
 מפרט זה מתאר את ממשקי שורת הפקודה לטעינת ידע לתוך TrustGraph, ומאפשר למשתמשים לקלוט נתונים ממקורות שונים באמצעות כלי שורת פקודה. האינטגרציה תומכת בארבעה תרחישי שימוש עיקריים:

docs/tech-specs/__TEMPLATE.hi.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "कमांड-लाइन लोडिंग नॉलेज टेक्निकल स्पेसिफिकेशन"
+parent: "Hindi (Beta)"
+---
+
 # कमांड-लाइन लोडिंग नॉलेज टेक्निकल स्पेसिफिकेशन
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## अवलोकन
 
 यह स्पेसिफिकेशन ट्रस्टग्राफ में नॉलेज लोड करने के लिए कमांड-लाइन इंटरफेस का वर्णन करता है, जो उपयोगकर्ताओं को कमांड-लाइन टूल के माध्यम से विभिन्न स्रोतों से डेटा प्राप्त करने में सक्षम बनाता है। एकीकरण चार प्राथमिक उपयोग मामलों का समर्थन करता है:

docs/tech-specs/__TEMPLATE.md

@@ -1,3 +1,9 @@
+---
+layout: default
+title: "Command-Line Loading Knowledge Technical Specification"
+parent: "Tech Specs"
+---
+
 # Command-Line Loading Knowledge Technical Specification
 
 ## Overview

docs/tech-specs/__TEMPLATE.pt.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Especificação Técnica de Carregamento de Conhecimento via Linha de Comando"
+parent: "Portuguese (Beta)"
+---
+
 # Especificação Técnica de Carregamento de Conhecimento via Linha de Comando
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Visão Geral
 
 Esta especificação descreve as interfaces de linha de comando para carregar conhecimento no TrustGraph, permitindo que os usuários ingiram dados de várias fontes por meio de ferramentas de linha de comando. A integração suporta quatro casos de uso primários:

docs/tech-specs/__TEMPLATE.ru.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Техническая спецификация загрузки знаний через командную строку"
+parent: "Russian (Beta)"
+---
+
 # Техническая спецификация загрузки знаний через командную строку
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Обзор
 
 Эта спецификация описывает интерфейсы командной строки для загрузки знаний в TrustGraph, позволяя пользователям загружать данные из различных источников с помощью инструментов командной строки. Интеграция поддерживает четыре основных сценария использования:

docs/tech-specs/__TEMPLATE.sw.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Vipimo vya Kiufundi vya Kujaza Habari Kupitia Amri ya Kamba"
+parent: "Swahili (Beta)"
+---
+
 # Vipimo vya Kiufundi vya Kujaza Habari Kupitia Amri ya Kamba
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Muhtasari
 
 Vipimo hivi vinaelezea interface za amri ya kamba kwa ajili ya kujaza habari katika TrustGraph, na kuwezesha watumiaji kusambaza data kutoka vyanzo mbalimbali kupitia zana za amri ya kamba. Uunganishaji huu unaunga mkono matumizi manne makuu:

docs/tech-specs/__TEMPLATE.tr.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Komut Satırı ile Bilgi Yükleme Teknik Özellikleri"
+parent: "Turkish (Beta)"
+---
+
 # Komut Satırı ile Bilgi Yükleme Teknik Özellikleri
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Genel Bakış
 
 Bu teknik özellik, TrustGraph'a bilgi yüklemek için komut satırı arayüzlerini tanımlar ve kullanıcıların komut satırı araçları aracılığıyla çeşitli kaynaklardan veri almasını sağlar. Bu entegrasyon, dört ana kullanım senaryosunu destekler:

docs/tech-specs/__TEMPLATE.zh-cn.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "命令行加载知识的技术规范"
+parent: "Chinese (Beta)"
+---
+
 # 命令行加载知识的技术规范
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## 概述
 
 本规范描述了用于将知识加载到 TrustGraph 的命令行接口，使用户能够通过命令行工具从各种来源导入数据。该集成支持四个主要用例：

docs/tech-specs/agent-explainability.ar.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "شرح عمل الوكيل: تسجيل المصدر"
+parent: "Arabic (Beta)"
+---
+
 # شرح عمل الوكيل: تسجيل المصدر
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## نظرة عامة
 
 أضف تسجيل المصدر إلى حلقة الوكيل في React حتى يمكن تتبع جلسات الوكيل وتصحيحها باستخدام نفس البنية التحتية للشرح كما هو الحال في GraphRAG.

docs/tech-specs/agent-explainability.es.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Explicabilidad del Agente: Registro de Origen"
+parent: "Spanish (Beta)"
+---
+
 # Explicabilidad del Agente: Registro de Origen
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Resumen
 
 Agregar el registro de origen al bucle del agente de React para que las sesiones del agente puedan ser rastreadas y depuradas utilizando la misma infraestructura de explicabilidad que GraphRAG.

docs/tech-specs/agent-explainability.he.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "הסברתיות של סוכן: רישום מקורות"
+parent: "Hebrew (Beta)"
+---
+
 # הסברתיות של סוכן: רישום מקורות
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## סקירה כללית
 
 הוספת רישום מקורות ללולאת הסוכן של React כך שניתן יהיה לעקוב אחר סשנים של סוכנים ולבצע ניפוי באגים באמצעות אותה תשתית הסברתיות כמו GraphRAG.

docs/tech-specs/agent-explainability.hi.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "एजेंट स्पष्टता: उत्पत्ति रिकॉर्डिंग"
+parent: "Hindi (Beta)"
+---
+
 # एजेंट स्पष्टता: उत्पत्ति रिकॉर्डिंग
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## अवलोकन
 
 रिएक्ट एजेंट लूप में उत्पत्ति रिकॉर्डिंग जोड़ें ताकि एजेंट सत्रों को ट्रैक और डीबग किया जा सके, जो कि ग्राफआरएजी के समान स्पष्टता बुनियादी ढांचे का उपयोग करके किया जा सके।

docs/tech-specs/agent-explainability.md

@@ -1,3 +1,9 @@
+---
+layout: default
+title: "Agent Explainability: Provenance Recording"
+parent: "Tech Specs"
+---
+
 # Agent Explainability: Provenance Recording
 
 ## Overview

docs/tech-specs/agent-explainability.pt.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Explicabilidade do Agente: Registro de Proveniência"
+parent: "Portuguese (Beta)"
+---
+
 # Explicabilidade do Agente: Registro de Proveniência
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Visão Geral
 
 Adicionar o registro de proveniência ao loop do agente React para que as sessões do agente possam ser rastreadas e depuradas usando a mesma infraestrutura de explicabilidade do GraphRAG.

docs/tech-specs/agent-explainability.ru.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Объяснимость работы агента: Регистрация происхождения"
+parent: "Russian (Beta)"
+---
+
 # Объяснимость работы агента: Регистрация происхождения
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Обзор
 
 Добавьте регистрацию происхождения в цикл работы агента React, чтобы сеансы работы агента можно было отслеживать и отлаживать с использованием той же инфраструктуры объяснимости, что и в GraphRAG.

docs/tech-specs/agent-explainability.sw.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Ufafanuzi wa Mwakala: Urekodaji wa Asili"
+parent: "Swahili (Beta)"
+---
+
 # Ufafanuzi wa Mwakala: Urekodaji wa Asili
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Muhtasari
 
 Ongeza urekodaji wa asili kwenye mzunguko wa wakala wa React ili vipindi vya wakala viweze kufuatiliwa na kurekebishwa kwa kutumia miundomino sawa ya ufafanuzi kama GraphRAG.

docs/tech-specs/agent-explainability.tr.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Ajan Açıklanabilirliği: Kaynak Kaydı"
+parent: "Turkish (Beta)"
+---
+
 # Ajan Açıklanabilirliği: Kaynak Kaydı
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Genel Bakış
 
 Ajan oturumlarının izlenebilmesi ve GraphRAG ile aynı açıklanabilirlik altyapısı kullanılarak hata ayıklanabilmesi için, React ajan döngüsüne kaynak kaydı ekleyin.

docs/tech-specs/agent-explainability.zh-cn.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Agent Explainability: Provenance Recording"
+parent: "Chinese (Beta)"
+---
+
 # Agent Explainability: Provenance Recording
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## 概述
 
 为使代理会话可追溯和可调试，并将代理循环中的溯源记录添加到 React 代理中，从而使用与 GraphRAG 相同的可解释性基础设施。

docs/tech-specs/agent-orchestration.md

@@ -1,3 +1,9 @@
+---
+layout: default
+title: "TrustGraph Agent Orchestration — Technical Specification"
+parent: "Tech Specs"
+---
+
 # TrustGraph Agent Orchestration — Technical Specification
 
 ## Overview

docs/tech-specs/architecture-principles.ar.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "أسس هيكل الرسم البياني للمعرفة"
+parent: "Arabic (Beta)"
+---
+
 # أسس هيكل الرسم البياني للمعرفة
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## الأساس الأول: نموذج الرسم البياني للعلاقة بين الموضوع والمسند والموضوع (SPO)
 **القرار**: اعتماد نموذج SPO/RDF كنموذج تمثيل المعرفة الأساسي
 
@@ -103,4 +111,3 @@
 7. **التوافق التحليلي**: ربط بين نماذج الرسم البياني والأعمدة للاستعلامات الشاملة
 
 تحدد هذه الأسس بنية رسم بياني للمعرفة تحقق التوازن بين الدقة النظرية ومتطلبات قابلية التوسع العملية، ومحسنة للتكامل مع نماذج اللغة الكبيرة والمعالجة الموزعة.
-

docs/tech-specs/architecture-principles.es.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Fundamentos de la Arquitectura del Gráfico de Conocimiento"
+parent: "Spanish (Beta)"
+---
+
 # Fundamentos de la Arquitectura del Gráfico de Conocimiento
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Fundamento 1: Modelo de Gráfico Sujeto-Predicado-Objeto (SPO)
 **Decisión**: Adoptar SPO/RDF como el modelo de representación de conocimiento central.
 
@@ -103,4 +111,3 @@ Mantener el rendimiento de las consultas en ambos paradigmas.
 7. **Compatibilidad Analítica**: Une los paradigmas de gráficos y columnas para consultas integrales.
 
 Estos fundamentos establecen una arquitectura de gráfico de conocimiento que equilibra la rigurosidad teórica con los requisitos prácticos de escalabilidad, optimizada para la integración con LLM y el procesamiento distribuido.
-

docs/tech-specs/architecture-principles.he.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "יסודות ארכיטקטורת גרף ידע"
+parent: "Hebrew (Beta)"
+---
+
 # יסודות ארכיטקטורת גרף ידע
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## יסוד 1: מודל גרף נושא-תכונה-אובייקט (SPO)
 **החלטה**: לאמץ את מודל SPO/RDF כמודל הייצוג הבסיסי של ידע.
 
@@ -103,4 +111,3 @@
 7. **תאימות שאילתות**: הבטחת תאימות שאילתות למערכות אחסון טבלאיות.
 
 יסודות אלה מציבים ארכיטקטורת גרף ידע המאזנת בין דיוק תיאורטי לדרישות מדרגיות מעשיות, ומותאמת לאינטגרציה עם מודלי שפה גדולים (LLM) ולעיבוד מבוזר.
-

docs/tech-specs/architecture-principles.hi.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "नॉलेज ग्राफ आर्किटेक्चर फाउंडेशन"
+parent: "Hindi (Beta)"
+---
+
 # नॉलेज ग्राफ आर्किटेक्चर फाउंडेशन
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## फाउंडेशन 1: सब्जेक्ट-प्रेडिकेट-ऑब्जेक्ट (एसपीओ) ग्राफ मॉडल
 **निर्णय**: एस.पी.ओ./आर.डी.एफ. को मुख्य नॉलेज रिप्रेजेंटेशन मॉडल के रूप में अपनाएं
 
@@ -103,4 +111,3 @@
 7. **विश्लेषणात्मक अनुकूलता**: व्यापक क्वेरी के लिए ग्राफ और कॉलम प्रतिमानों को जोड़ें।
 
 ये फाउंडेशन एक नॉलेज ग्राफ आर्किटेक्चर स्थापित करते हैं जो सैद्धांतिक कठोरता को व्यावहारिक स्केलेबिलिटी आवश्यकताओं के साथ संतुलित करता है, जो एलएलएम एकीकरण और वितरित प्रसंस्करण के लिए अनुकूलित है।
-

docs/tech-specs/architecture-principles.md

@@ -1,3 +1,9 @@
+---
+layout: default
+title: "Knowledge Graph Architecture Foundations"
+parent: "Tech Specs"
+---
+
 # Knowledge Graph Architecture Foundations
 
 ## Foundation 1: Subject-Predicate-Object (SPO) Graph Model
@@ -103,4 +109,3 @@
 7. **Analytical Compatibility**: Bridge graph and columnar paradigms for comprehensive querying
 
 These foundations establish a knowledge graph architecture that balances theoretical rigor with practical scalability requirements, optimized for LLM integration and distributed processing.
-

docs/tech-specs/architecture-principles.pt.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Arquitetura de Grafos de Conhecimento: Fundamentos"
+parent: "Portuguese (Beta)"
+---
+
 # Arquitetura de Grafos de Conhecimento: Fundamentos
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Fundamento 1: Modelo de Grafo Sujeito-Predicado-Objeto (SPO)
 **Decisão**: Adotar SPO/RDF como o modelo central de representação de conhecimento
 
@@ -103,4 +111,3 @@
 7. **Compatibilidade Analítica**: Integra os paradigmas de grafos e colunares para consultas abrangentes.
 
 Essas bases estabelecem uma arquitetura de grafo de conhecimento que equilibra a rigidez teórica com os requisitos práticos de escalabilidade, otimizada para a integração com LLM e o processamento distribuído.
-

docs/tech-specs/architecture-principles.ru.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Основы архитектуры графа знаний"
+parent: "Russian (Beta)"
+---
+
 # Основы архитектуры графа знаний
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Основа 1: Модель графа "Субъект-Предикат-Объект" (SPO)
 **Решение**: Принять SPO/RDF в качестве основной модели представления знаний.
 
@@ -103,4 +111,3 @@
 7. **Совместимость с аналитикой**: Объединение парадигм графов и столбцов для всестороннего запроса.
 
 Эта архитектура графа знаний сочетает теоретическую строгость с практическими требованиями масштабируемости, оптимизированная для интеграции с LLM и распределенной обработки.
-

docs/tech-specs/architecture-principles.sw.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Msingi wa Usanifu wa Grafu ya Maarifa"
+parent: "Swahili (Beta)"
+---
+
 # Msingi wa Usanifu wa Grafu ya Maarifa
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Msingi wa 1: Mfumo wa Grafu wa Mada-Kitendawili-Jambo (SPO)
 **Uamuzi**: Kubali SPO/RDF kama mfumo mkuu wa uwakilishi wa maarifa
 
@@ -103,4 +111,3 @@ Endelea utendaji wa kuuliza katika pande zote
 7. **Uunganishaji wa Duka la Data**: Usaidizi wa maswali ya uchambuzi
 
 Misingi hizi huunda usanifu wa mfumo wa kujua ambao unachanganua umakini wa kinadharia na mahitaji ya utendakazi, ukiwa umeboreshwa kwa ajili ya ujumuishaji wa LLM na usindikaji ulioenelea.
-

docs/tech-specs/architecture-principles.tr.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Bilgi Grafiği Mimarisi Temelleri"
+parent: "Turkish (Beta)"
+---
+
 # Bilgi Grafiği Mimarisi Temelleri
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Temel 1: Özne-Yüklem-Nesne (ÖYY) Grafik Modeli
 **Karar**: Çekirdek bilgi gösterim modeli olarak SPO/RDF'yi benimse
 
@@ -103,4 +111,3 @@
 7. **Analitik Uyumluluk**: Kapsamlı sorgulama için grafik ve sütunlu paradigmaları birleştirir.
 
 Bu temeller, teorik titizliği pratik ölçeklenebilirlik gereksinimleriyle dengeleyen, LLM entegrasyonu ve dağıtılmış işleme için optimize edilmiş bir bilgi grafiği mimarisi oluşturur.
-

docs/tech-specs/architecture-principles.zh-cn.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "知识图谱架构基础"
+parent: "Chinese (Beta)"
+---
+
 # 知识图谱架构基础
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## 基础 1：主谓宾 (SPO) 图模型
 **决策**: 采用 SPO/RDF 作为核心知识表示模型
 
@@ -125,4 +133,3 @@ pub-sub 系统必须安全地处理可重入调用
 7. **分析兼容性**: 桥接图和列式范例，以实现全面的查询
 
 这些基础构建了一个知识图谱架构，该架构在理论严谨性和实际可扩展性之间取得了平衡，并针对 LLM 集成和分布式处理进行了优化。
-

docs/tech-specs/cassandra-consolidation.ar.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "مواصفات فنية: توحيد إعدادات Cassandra"
+parent: "Arabic (Beta)"
+---
+
 # مواصفات فنية: توحيد إعدادات Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **الحالة:** مسودة
 **المؤلف:** مساعد
 **التاريخ:** 2024-09-03
@@ -328,4 +336,4 @@ def __init__(self, **params):
 ضع في اعتبارك توسيع هذا النمط ليشمل تكوينات قواعد بيانات أخرى (مثل Elasticsearch).
 تنفيذ التحقق من صحة التكوين ورسائل خطأ أفضل.
 إضافة دعم لتكوين تجميع الاتصالات لـ Cassandra.
-ضع في اعتبارك إضافة دعم لملفات التكوين (ملفات .env).
+ضع في اعتبارك إضافة دعم لملفات التكوين (ملفات .env).

docs/tech-specs/cassandra-consolidation.es.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Especificación Técnica: Consolidación de la Configuración de Cassandra"
+parent: "Spanish (Beta)"
+---
+
 # Especificación Técnica: Consolidación de la Configuración de Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **Estado:** Borrador
 **Autor:** Asistente
 **Fecha:** 2024-09-03
@@ -238,4 +246,4 @@ def __init__(self, **params):
 - Considerar extender este patrón a otras configuraciones de bases de datos (p. ej., Elasticsearch)
 - Implementar la validación de la configuración y mejores mensajes de error
 - Agregar soporte para la configuración de conexión de piscina (connection pooling)
-- Considerar agregar soporte para archivos `.env`
+- Considerar agregar soporte para archivos `.env`

docs/tech-specs/cassandra-consolidation.he.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "מפרט טכני: איחוד תצורת Cassandra"
+parent: "Hebrew (Beta)"
+---
+
 # מפרט טכני: איחוד תצורת Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **סטטוס:** טיוטה
 **כותב:** עוזר
 **תאריך:** 2024-09-03
@@ -328,4 +336,4 @@ def __init__(self, **params):
 שקול להרחיב את התבנית הזו לתצורות מסדי נתונים אחרות (לדוגמה, Elasticsearch)
 יישום אימות תצורה והודעות שגיאה טובות יותר
 הוספת תמיכה בתצורת חיבור בריכת חיבורים של Cassandra
-שקול להוסיף תמיכה בקבצי תצורה (.env files)
+שקול להוסיף תמיכה בקבצי תצורה (.env files)

docs/tech-specs/cassandra-consolidation.hi.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "तकनीकी विनिर्देश: कैसेंड्रा कॉन्फ़िगरेशन समेकन"
+parent: "Hindi (Beta)"
+---
+
 # तकनीकी विनिर्देश: कैसेंड्रा कॉन्फ़िगरेशन समेकन
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **स्थिति:** मसौदा
 **लेखक:** सहायक
 **तिथि:** 2024-09-03
@@ -328,4 +336,4 @@ def __init__(self, **params):
 अन्य डेटाबेस कॉन्फ़िगरेशन (जैसे, Elasticsearch) के लिए इस पैटर्न को विस्तारित करने पर विचार करें
 कॉन्फ़िगरेशन सत्यापन और बेहतर त्रुटि संदेश लागू करें
 कैसेंड्रा कनेक्शन पूलिंग कॉन्फ़िगरेशन के लिए समर्थन जोड़ें
-कॉन्फ़िगरेशन फ़ाइल समर्थन (.env फ़ाइलें) जोड़ने पर विचार करें
+कॉन्फ़िगरेशन फ़ाइल समर्थन (.env फ़ाइलें) जोड़ने पर विचार करें

docs/tech-specs/cassandra-consolidation.md

@@ -1,3 +1,9 @@
+---
+layout: default
+title: "Tech Spec: Cassandra Configuration Consolidation"
+parent: "Tech Specs"
+---
+
 # Tech Spec: Cassandra Configuration Consolidation
 
 **Status:** Draft  
@@ -328,4 +334,4 @@ def __init__(self, **params):
 - Consider extending this pattern to other database configurations (e.g., Elasticsearch)
 - Implement configuration validation and better error messages
 - Add support for Cassandra connection pooling configuration
-- Consider adding configuration file support (.env files)
+- Consider adding configuration file support (.env files)

docs/tech-specs/cassandra-consolidation.pt.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Especificação Técnica: Consolidação da Configuração do Cassandra"
+parent: "Portuguese (Beta)"
+---
+
 # Especificação Técnica: Consolidação da Configuração do Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **Status:** Rascunho
 **Autor:** Assistente
 **Data:** 2024-09-03
@@ -328,4 +336,4 @@ def __init__(self, **params):
 Considerar a extensão desse padrão para outras configurações de banco de dados (por exemplo, Elasticsearch)
 Implementar validação de configuração e melhores mensagens de erro
 Adicionar suporte para configuração de pool de conexões do Cassandra
-Considerar a adição de suporte para arquivos de configuração (.env)
+Considerar a adição de suporte para arquivos de configuração (.env)

docs/tech-specs/cassandra-consolidation.ru.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Техническое описание: Консолидация конфигурации Cassandra"
+parent: "Russian (Beta)"
+---
+
 # Техническое описание: Консолидация конфигурации Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **Статус:** Черновик
 **Автор:** Assistant
 **Дата:** 2024-09-03
@@ -328,4 +336,4 @@ def __init__(self, **params):
 Рассмотреть возможность расширения этой модели на другие конфигурации баз данных (например, Elasticsearch)
 Реализовать проверку конфигурации и улучшенные сообщения об ошибках
 Добавить поддержку конфигурации пула соединений Cassandra
-Рассмотреть возможность добавления поддержки файлов конфигурации (.env)
+Рассмотреть возможность добавления поддержки файлов конфигурации (.env)

docs/tech-specs/cassandra-consolidation.sw.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Maelekezo ya Kisaikolojia: Uunganishaji wa Vipengele vya Usanidi wa Cassandra"
+parent: "Swahili (Beta)"
+---
+
 # Maelekezo ya Kisaikolojia: Uunganishaji wa Vipengele vya Usanidi wa Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **Hali:** Rasimu
 **Mwandishi:** Msaidizi
 **Tarehe:** 2024-09-03
@@ -328,4 +336,4 @@ def __init__(self, **params):
 Fikiria kuongeza muundo huu kwa usanidi mwingine wa hifadhidata (e.g., Elasticsearch)
 Tekeleza uthibitisho wa usanidi na ujumbe bora wa kosa
 Ongeza usaidizi wa usanidi wa muunganisho wa Cassandra (e.g., pooli)
-Fikiria kuongeza usaidizi wa faili za usanidi (.env files)
+Fikiria kuongeza usaidizi wa faili za usanidi (.env files)

docs/tech-specs/cassandra-consolidation.tr.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Cassandra Yapılandırma Birleştirme: Teknik Özellikler"
+parent: "Turkish (Beta)"
+---
+
 # Cassandra Yapılandırma Birleştirme: Teknik Özellikler
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **Durum:** Taslak
 **Yazar:** Yardımcı
 **Tarih:** 2024-09-03
@@ -328,4 +336,4 @@ def __init__(self, **params):
 Bu kalıbı diğer veritabanı yapılandırmalarına (örneğin, Elasticsearch) genişletmeyi düşünün
 Yapılandırma doğrulama ve daha iyi hata mesajları uygulayın
 Cassandra bağlantı havuzu yapılandırması desteği ekleyin
-Yapılandırma dosyası desteği eklemeyi düşünün (.env dosyaları)
+Yapılandırma dosyası desteği eklemeyi düşünün (.env dosyaları)

docs/tech-specs/cassandra-consolidation.zh-cn.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "技术规范：Cassandra 配置整合"
+parent: "Chinese (Beta)"
+---
+
 # 技术规范：Cassandra 配置整合
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **状态：** 草稿
 **作者：** 助理
 **日期：** 2024-09-03
@@ -328,4 +336,4 @@ def __init__(self, **params):
 考虑将此模式扩展到其他数据库配置（例如，Elasticsearch）
 实施配置验证和更好的错误消息
 添加对 Cassandra 连接池配置的支持
-考虑添加对配置文件支持（.env 文件）
+考虑添加对配置文件支持（.env 文件）

docs/tech-specs/cassandra-performance-refactor.ar.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "المواصفات الفنية: إعادة هيكلة أداء قاعدة المعرفة Cassandra"
+parent: "Arabic (Beta)"
+---
+
 # المواصفات الفنية: إعادة هيكلة أداء قاعدة المعرفة Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **الحالة:** مسودة
 **المؤلف:** مساعد
 **التاريخ:** 2025-09-18

docs/tech-specs/cassandra-performance-refactor.es.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Especificación Técnica: Refactorización del Rendimiento de la Base de Conocimiento Cassandra"
+parent: "Spanish (Beta)"
+---
+
 # Especificación Técnica: Refactorización del Rendimiento de la Base de Conocimiento Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **Estado:** Borrador
 **Autor:** Asistente
 **Fecha:** 2025-09-18

docs/tech-specs/cassandra-performance-refactor.he.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "מפרט טכני: שיפור ביצועים של בסיס הידע Cassandra"
+parent: "Hebrew (Beta)"
+---
+
 # מפרט טכני: שיפור ביצועים של בסיס הידע Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **סטטוס:** טיוטה
 **כותב:** עוזר
 **תאריך:** 2025-09-18

docs/tech-specs/cassandra-performance-refactor.hi.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "तकनीकी विनिर्देश: कैसेंड्रा नॉलेज बेस प्रदर्शन पुनर्निर्माण"
+parent: "Hindi (Beta)"
+---
+
 # तकनीकी विनिर्देश: कैसेंड्रा नॉलेज बेस प्रदर्शन पुनर्निर्माण
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **स्थिति:** मसौदा
 **लेखक:** सहायक
 **तिथि:** 2025-09-18

docs/tech-specs/cassandra-performance-refactor.md

@@ -1,3 +1,9 @@
+---
+layout: default
+title: "Tech Spec: Cassandra Knowledge Base Performance Refactor"
+parent: "Tech Specs"
+---
+
 # Tech Spec: Cassandra Knowledge Base Performance Refactor
 
 **Status:** Draft

docs/tech-specs/cassandra-performance-refactor.pt.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Especificação Técnica: Refatoração de Desempenho da Base de Conhecimento Cassandra"
+parent: "Portuguese (Beta)"
+---
+
 # Especificação Técnica: Refatoração de Desempenho da Base de Conhecimento Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **Status:** Rascunho
 **Autor:** Assistente
 **Data:** 2025-09-18

docs/tech-specs/cassandra-performance-refactor.ru.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Технические спецификации: Оптимизация производительности базы знаний Cassandra"
+parent: "Russian (Beta)"
+---
+
 # Технические спецификации: Оптимизация производительности базы знаний Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **Статус:** Черновик
 **Автор:** Ассистент
 **Дата:** 2025-09-18

docs/tech-specs/cassandra-performance-refactor.sw.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Maelezo ya Kiufundi: Uboreshaji wa Utendaji wa Hifadhidata ya Maarifa ya Cassandra"
+parent: "Swahili (Beta)"
+---
+
 # Maelezo ya Kiufundi: Uboreshaji wa Utendaji wa Hifadhidata ya Maarifa ya Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **Hali:** Rasimu
 **Mwandishi:** Msaidizi
 **Tarehe:** 2025-09-18

docs/tech-specs/cassandra-performance-refactor.tr.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Teknik Özellikler: Cassandra Bilgi Tabanı Performans Yenilemesi"
+parent: "Turkish (Beta)"
+---
+
 # Teknik Özellikler: Cassandra Bilgi Tabanı Performans Yenilemesi
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **Durum:** Taslak
 **Yazar:** Yardımcı
 **Tarih:** 2025-09-18

docs/tech-specs/cassandra-performance-refactor.zh-cn.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "技术规范：Cassandra 知识库性能重构"
+parent: "Chinese (Beta)"
+---
+
 # 技术规范：Cassandra 知识库性能重构
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 **状态：** 草稿
 **作者：** 助理
 **日期：** 2025-09-18

docs/tech-specs/collection-management.ar.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "مواصفات فنية لإدارة المجموعات"
+parent: "Arabic (Beta)"
+---
+
 # مواصفات فنية لإدارة المجموعات
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## نظرة عامة
 
 تصف هذه المواصفات إمكانات إدارة المجموعات لـ TrustGraph، والتي تتطلب إنشاء مجموعات بشكل صريح وتوفر تحكمًا مباشرًا في دورة حياة المجموعة. يجب إنشاء المجموعات بشكل صريح قبل استخدامها، مما يضمن المزامنة الصحيحة بين بيانات وصفية أمين المكتبة وجميع الواجهات الخلفية للتخزين. تدعم هذه الميزة أربع حالات استخدام رئيسية:
@@ -400,4 +408,3 @@ The queue-based architecture described below has been replaced with a config-bas
 ✅ تمت إزالة تعريفات موضوع قائمة انتظار إدارة التخزين
 ✅ تمت إزالة المستهلك/المنتج لإدارة التخزين من جميع الواجهات الخلفية
 ✅ تمت إزالة معالجات `on_storage_management` من جميع الواجهات الخلفية
-

docs/tech-specs/collection-management.es.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Especificación Técnica de Gestión de Colecciones"
+parent: "Spanish (Beta)"
+---
+
 # Especificación Técnica de Gestión de Colecciones
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Descripción General
 
 Esta especificación describe las capacidades de gestión de colecciones para TrustGraph, que requieren la creación explícita de colecciones y proporcionan un control directo sobre el ciclo de vida de la colección. Las colecciones deben crearse explícitamente antes de su uso, lo que garantiza una sincronización adecuada entre los metadatos del bibliotecario y todos los backends de almacenamiento. La función admite cuatro casos de uso principales:
@@ -400,4 +408,3 @@ Infraestructura basada en cola heredada eliminada:
 ✅ Definiciones de temas de cola de administración de almacenamiento eliminadas
 ✅ Consumidor/productor de administración de almacenamiento eliminado de todos los backends
 ✅ Manejadores `on_storage_management` eliminados de todos los backends
-

docs/tech-specs/collection-management.he.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "מפרט טכני לניהול אוספים"
+parent: "Hebrew (Beta)"
+---
+
 # מפרט טכני לניהול אוספים
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## סקירה כללית
 
 מפרט זה מתאר את יכולות ניהול האוספים עבור TrustGraph, הדורש יצירת אוספים באופן מפורש ומספק שליטה ישירה על מחזור החיים של האוסף. יש ליצור אוספים באופן מפורש לפני השימוש, כדי להבטיח סנכרון תקין בין מטא-הנתונים של הספרן לבין כל אחסני הנתונים. הפיצ'ר תומך בארבעה תרחישי שימוש עיקריים:
@@ -400,4 +408,3 @@ CREATE TABLE collections (
 ✅ הוסרו הגדרות נושאים של תורי ניהול אחסון
 ✅ הוסר צרכן/מפיק תורים מכל ה-backend
 ✅ הוסרו מטפלים `on_storage_management` מכל ה-backend
-

docs/tech-specs/collection-management.hi.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "संग्रह प्रबंधन तकनीकी विनिर्देश"
+parent: "Hindi (Beta)"
+---
+
 # संग्रह प्रबंधन तकनीकी विनिर्देश
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## अवलोकन
 
 यह विनिर्देश ट्रस्टग्राफ के लिए संग्रह प्रबंधन क्षमताओं का वर्णन करता है, जिसमें स्पष्ट संग्रह निर्माण की आवश्यकता होती है और संग्रह जीवनचक्र पर प्रत्यक्ष नियंत्रण प्रदान किया जाता है। उपयोग से पहले संग्रहों को स्पष्ट रूप से बनाया जाना चाहिए, जिससे लाइब्रेरियन मेटाडेटा और सभी स्टोरेज बैकएंड के बीच उचित सिंक्रोनाइज़ेशन सुनिश्चित हो सके। यह सुविधा चार प्राथमिक उपयोग मामलों का समर्थन करती है:
@@ -400,4 +408,3 @@ CREATE TABLE collections (
 ✅ स्टोरेज प्रबंधन कतार विषय परिभाषाएँ हटाई गईं
 ✅ सभी बैकएंड से स्टोरेज प्रबंधन उपभोक्ता/उत्पादक हटाए गए
 ✅ सभी बैकएंड से `on_storage_management` हैंडलर हटाए गए
-

docs/tech-specs/collection-management.md

@@ -1,3 +1,9 @@
+---
+layout: default
+title: "Collection Management Technical Specification"
+parent: "Tech Specs"
+---
+
 # Collection Management Technical Specification
 
 ## Overview
@@ -400,4 +406,3 @@ Legacy queue-based infrastructure removed:
 - ✅ Removed storage management queue topic definitions
 - ✅ Removed storage management consumer/producer from all backends
 - ✅ Removed `on_storage_management` handlers from all backends
-

docs/tech-specs/collection-management.pt.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Especificação Técnica de Gerenciamento de Coleções"
+parent: "Portuguese (Beta)"
+---
+
 # Especificação Técnica de Gerenciamento de Coleções
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Visão Geral
 
 Esta especificação descreve as capacidades de gerenciamento de coleções para o TrustGraph, exigindo a criação explícita de coleções e fornecendo controle direto sobre o ciclo de vida da coleção. As coleções devem ser criadas explicitamente antes de serem usadas, garantindo a sincronização adequada entre os metadados do bibliotecário e todos os backends de armazenamento. O recurso suporta quatro casos de uso primários:
@@ -400,4 +408,3 @@ Infraestrutura baseada em fila herdada removida:
 ✅ Definições de tópicos de fila de gerenciamento de armazenamento removidas
 ✅ Consumidor/produtor de gerenciamento de armazenamento removido de todos os backends
 ✅ Manipuladores `on_storage_management` removidos de todos os backends
-

docs/tech-specs/collection-management.ru.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Техническая спецификация управления коллекциями"
+parent: "Russian (Beta)"
+---
+
 # Техническая спецификация управления коллекциями
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Обзор
 
 Эта спецификация описывает возможности управления коллекциями для TrustGraph, требуя явного создания коллекций и обеспечивая прямой контроль над жизненным циклом коллекций. Коллекции должны быть явно созданы перед использованием, что обеспечивает надлежащую синхронизацию между метаданными библиотекаря и всеми хранилищами. Эта функция поддерживает четыре основных сценария использования:
@@ -400,4 +408,3 @@ Keyspace на пользователя, одна таблица "triples" для
 ✅ Удалены определения тем управления хранилищем
 ✅ Удален потребитель/производитель очереди управления хранилищем из всех хранилищ
 ✅ Удалены обработчики `on_storage_management` из всех хранилищ
-

docs/tech-specs/collection-management.sw.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Maelekezo ya Ufundi ya Usimamizi wa Mkusanyiko"
+parent: "Swahili (Beta)"
+---
+
 # Maelekezo ya Ufundi ya Usimamizi wa Mkusanyiko
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Muhtasari
 
 Maelekezo haya yanaelezea uwezo wa usimamizi wa mkusanyiko kwa TrustGraph, ambayo yanahitaji uundaji wa mkusanyiko unaoonekana na yanatoa udhibiti wa moja kwa moja wa mzunguko wa maisha wa mkusanyiko. Mkusanyiko lazima uundwe kwa uwazi kabla ya kutumika, kuhakikisha usawazishaji sahihi kati ya metadata ya msimamizi na kila mfumo wa kuhifadhi. Kipengele hiki kinaunga mkazo kwa matumizi manne makuu:
@@ -400,4 +408,3 @@ Infrastrakturu ya zamani inayotegemea folyo imeondolewa:
 ✅ Ufafanuzi wa mada za usimamizi wa uhifadhi umeondolewa
 ✅ Mtumiaji/mtayarishaji wa folyo kutoka kwa maduka yote umeondolewa
 ✅ Wasimamizi wa `on_storage_management` kutoka kwa maduka yote umeondolewa
-

docs/tech-specs/collection-management.tr.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Koleksiyon Yönetimi Teknik Özellikleri"
+parent: "Turkish (Beta)"
+---
+
 # Koleksiyon Yönetimi Teknik Özellikleri
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Genel Bakış
 
 Bu özellik, TrustGraph için koleksiyon yönetimi yeteneklerini tanımlar ve açık koleksiyon oluşturulmasını gerektirir ve koleksiyon yaşam döngüsü üzerinde doğrudan kontrol sağlar. Koleksiyonlar, uygun veri ambarı ve tüm depolama arka uçları arasındaki senkronizasyonu sağlamak için kullanmadan önce açıkça oluşturulmalıdır. Bu özellik, dört birincil kullanım senaryosunu destekler:
@@ -400,4 +408,3 @@ Eski kuyruk tabanlı altyapı kaldırıldı:
 ✅ Depolama yönetimi kuyruğu konu tanımları kaldırıldı
 ✅ Tüm arka uçlardan depolama yönetimi tüketici/üretici kaldırıldı
 ✅ Tüm arka uçlardan `on_storage_management` işleyicileri kaldırıldı
-

docs/tech-specs/collection-management.zh-cn.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Collection Management Technical Specification"
+parent: "Chinese (Beta)"
+---
+
 # Collection Management Technical Specification
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Overview
 
 本规范描述了 TrustGraph 的集合管理功能，要求显式创建集合，并提供对集合生命周期的直接控制。在开始使用之前，必须显式创建集合，以确保 librarian 元数据与所有存储后端之间的正确同步。该功能支持四个主要用例：
@@ -400,4 +408,3 @@ The queue-based architecture described below has been replaced with a config-bas
 ✅ 移除了存储管理队列主题定义
 ✅ 移除了所有后端中的存储管理生产者/消费者
 ✅ 移除了所有后端中的 `on_storage_management` 处理程序
-

docs/tech-specs/config-push-poke.md

@@ -1,3 +1,9 @@
+---
+layout: default
+title: "Config Push 'Notify' Pattern Technical Specification"
+parent: "Tech Specs"
+---
+
 # Config Push "Notify" Pattern Technical Specification
 
 ## Overview

docs/tech-specs/document-embeddings-chunk-id.ar.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "تضمينات المستندات - مُعرّف الجزء"
+parent: "Arabic (Beta)"
+---
+
 # تضمينات المستندات - مُعرّف الجزء
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## نظرة عامة
 
 تخزين تضمينات المستندات يخزن حاليًا نص الجزء مباشرةً في حمولة مخزن المتجهات، مما يكرر البيانات الموجودة في Garage. يحل هذا المخطط تخزين نص الجزء باستخدام مراجع `chunk_id`.

docs/tech-specs/document-embeddings-chunk-id.es.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Identificador de fragmento de incrustaciones de documentos"
+parent: "Spanish (Beta)"
+---
+
 # Identificador de fragmento de incrustaciones de documentos
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Resumen
 
 Actualmente, el almacenamiento de incrustaciones de documentos almacena directamente el texto del fragmento en la carga útil de la base de datos vectorial, duplicando datos que existen en Garage. Esta especificación reemplaza el almacenamiento del texto del fragmento con referencias `chunk_id`.

docs/tech-specs/document-embeddings-chunk-id.he.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "מזהה מקטע של הטמעות מסמכים"
+parent: "Hebrew (Beta)"
+---
+
 # מזהה מקטע של הטמעות מסמכים
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## סקירה כללית
 
 אחסון הטמעות מסמכים מאחסן כרגע את הטקסט של המקטעים ישירות בתוך מטען ה-vector store, מה שמשכפל נתונים הקיימים ב-Garage. מפרט זה מחליף את אחסון הטקסט של המקטעים עם הפניות ל-`chunk_id`.

docs/tech-specs/document-embeddings-chunk-id.hi.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "दस्तावेज़ एम्बेडिंग चंक आईडी"
+parent: "Hindi (Beta)"
+---
+
 # दस्तावेज़ एम्बेडिंग चंक आईडी
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## अवलोकन
 
 वर्तमान में, दस्तावेज़ एम्बेडिंग स्टोरेज चंक टेक्स्ट को सीधे वेक्टर स्टोर पेलोड में संग्रहीत करता है, जिससे गैरेज में मौजूद डेटा दोहराया जाता है। यह विनिर्देश चंक टेक्स्ट स्टोरेज को `chunk_id` संदर्भों से बदल देता है।

docs/tech-specs/document-embeddings-chunk-id.md

@@ -1,3 +1,9 @@
+---
+layout: default
+title: "Document Embeddings Chunk ID"
+parent: "Tech Specs"
+---
+
 # Document Embeddings Chunk ID
 
 ## Overview

docs/tech-specs/document-embeddings-chunk-id.pt.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Incorporações de Documentos - ID do Trecho"
+parent: "Portuguese (Beta)"
+---
+
 # Incorporações de Documentos - ID do Trecho
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Visão Geral
 
 Atualmente, o armazenamento de incorporações de documentos armazena o texto do trecho diretamente no payload do armazenamento vetorial, duplicando dados que já existem no Garage. Esta especificação substitui o armazenamento do texto do trecho por referências `chunk_id`.

docs/tech-specs/document-embeddings-chunk-id.ru.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Идентификатор фрагмента встраиваний документов"
+parent: "Russian (Beta)"
+---
+
 # Идентификатор фрагмента встраиваний документов
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Обзор
 
 В настоящее время хранилище встраиваний документов хранит текст фрагментов непосредственно в полезной нагрузке векторного хранилища, дублируя данные, которые существуют в Garage. Данная спецификация заменяет хранение текста фрагментов ссылками на `chunk_id`.

docs/tech-specs/document-embeddings-chunk-id.sw.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Kitambulisho cha Sehemu ya Matini (Document Embeddings Chunk ID)"
+parent: "Swahili (Beta)"
+---
+
 # Kitambulisho cha Sehemu ya Matini (Document Embeddings Chunk ID)
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Muhtasari
 
 Hifadhi ya matini ya maandishi kwa sasa huhifadhi matini ya sehemu moja kwa moja katika sehemu ya data ya hifadhi ya vector, na hivyo kurudia data ambayo ipo katika Garage. Hati hii inabadilisha uhifadhi wa matini ya sehemu kwa kutumia marejeleo ya `chunk_id`.

docs/tech-specs/document-embeddings-chunk-id.tr.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Belge Gömme Parçası Kimliği"
+parent: "Turkish (Beta)"
+---
+
 # Belge Gömme Parçası Kimliği
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Genel Bakış
 
 Belge gömme depolaması şu anda parça metnini doğrudan vektör deposu yüküne kaydederek, Garage'da bulunan verilerin çoğaltılmasına neden oluyor. Bu özellik, parça metni depolamasını `chunk_id` referanslarıyla değiştirmektedir.

docs/tech-specs/document-embeddings-chunk-id.zh-cn.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "文档嵌入块 ID"
+parent: "Chinese (Beta)"
+---
+
 # 文档嵌入块 ID
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## 概述
 
 目前，文档嵌入存储将块文本直接存储在向量存储的负载中，这会重复 Garage 中已存在的数据。此规范将块文本存储替换为对 `chunk_id` 的引用。

docs/tech-specs/embeddings-batch-processing.ar.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "المواصفات الفنية لمعالجة الدفعات لخدمة التضمينات (Embeddings)"
+parent: "Arabic (Beta)"
+---
+
 # المواصفات الفنية لمعالجة الدفعات لخدمة التضمينات (Embeddings)
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## نظرة عامة
 
 تصف هذه المواصفات التحسينات التي ستُجرى على خدمة التضمينات لدعم معالجة الدفعات لعدد كبير من النصوص في طلب واحد. تعالج التنفيذ الحالي النص الواحد في كل مرة، مما يفوّت المزايا الكبيرة في الأداء التي توفرها نماذج التضمين عند معالجة الدفعات.

docs/tech-specs/embeddings-batch-processing.es.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Especificación Técnica del Procesamiento por Lotes de Embeddings"
+parent: "Spanish (Beta)"
+---
+
 # Especificación Técnica del Procesamiento por Lotes de Embeddings
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Resumen
 
 Esta especificación describe optimizaciones para el servicio de embeddings para soportar el procesamiento por lotes de múltiples textos en una sola solicitud. La implementación actual procesa un texto a la vez, perdiendo las significativas ventajas de rendimiento que los modelos de embeddings proporcionan al procesar lotes.

docs/tech-specs/embeddings-batch-processing.he.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "מפרט טכני לעיבוד אצווה של הטמעות (Embeddings)"
+parent: "Hebrew (Beta)"
+---
+
 # מפרט טכני לעיבוד אצווה של הטמעות (Embeddings)
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## סקירה כללית
 
 מפרט זה מתאר אופטימיזציות עבור שירות ההטמעות כדי לתמוך בעיבוד אצווה של מספר טקסטים בבקשה אחת. היישום הנוכחי מעבד טקסט אחד בכל פעם, ואינו מנצל את היתרונות המשמעותיים בביצועים שמודלי הטמעה מספקים בעת עיבוד אצוות.

docs/tech-specs/embeddings-batch-processing.hi.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "एम्बेडिंग बैच प्रोसेसिंग तकनीकी विनिर्देश"
+parent: "Hindi (Beta)"
+---
+
 # एम्बेडिंग बैच प्रोसेसिंग तकनीकी विनिर्देश
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## अवलोकन
 
 यह विनिर्देश एम्बेडिंग सेवा के लिए अनुकूलन का वर्णन करता है ताकि एक ही अनुरोध में कई ग्रंथों को बैच में संसाधित किया जा सके। वर्तमान कार्यान्वयन एक समय में एक पाठ को संसाधित करता है, जिससे एम्बेडिंग मॉडल द्वारा प्रदान किए जाने वाले महत्वपूर्ण प्रदर्शन लाभों का उपयोग नहीं हो पाता है जब बैचों में प्रसंस्करण किया जाता है।

docs/tech-specs/embeddings-batch-processing.md

@@ -1,3 +1,9 @@
+---
+layout: default
+title: "Embeddings Batch Processing Technical Specification"
+parent: "Tech Specs"
+---
+
 # Embeddings Batch Processing Technical Specification
 
 ## Overview

docs/tech-specs/embeddings-batch-processing.pt.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Especificação Técnica de Processamento em Lote de Embeddings"
+parent: "Portuguese (Beta)"
+---
+
 # Especificação Técnica de Processamento em Lote de Embeddings
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Visão Geral
 
 Esta especificação descreve otimizações para o serviço de embeddings para suportar o processamento em lote de vários textos em um único pedido. A implementação atual processa um texto por vez, perdendo os benefícios de desempenho significativos que os modelos de embedding oferecem ao processar lotes.

docs/tech-specs/embeddings-batch-processing.ru.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Техническая спецификация пакетной обработки эмбеддингов"
+parent: "Russian (Beta)"
+---
+
 # Техническая спецификация пакетной обработки эмбеддингов
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Обзор
 
 Эта спецификация описывает оптимизации для сервиса эмбеддингов, предназначенные для поддержки пакетной обработки нескольких текстов в одном запросе. Текущая реализация обрабатывает один текст за раз, что не позволяет использовать значительные преимущества, которые предоставляют модели эмбеддингов при обработке пакетов.

docs/tech-specs/embeddings-batch-processing.sw.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Vipimo vya Kiufundi vya Uendeshaji wa Pamoja wa Matukio (Embeddings)"
+parent: "Swahili (Beta)"
+---
+
 # Vipimo vya Kiufundi vya Uendeshaji wa Pamoja wa Matukio (Embeddings)
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Muhtasari
 
 Maelekezo haya yanaelezea uboreshaji kwa huduma ya matukio ili kusaidia uendeshaji wa pamoja wa maandishi mengi katika ombi moja. Utaratibu wa sasa huendesha maandishi moja kwa wakati, na hivyo kupoteza faida kubwa za utendaji ambazo modeli za matukio hutoa wakati wa kuendesha matukio.

docs/tech-specs/embeddings-batch-processing.tr.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Gömme İşlemleri Toplu İşleme Teknik Özellikleri"
+parent: "Turkish (Beta)"
+---
+
 # Gömme İşlemleri Toplu İşleme Teknik Özellikleri
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Genel Bakış
 
 Bu teknik özellik, gömme hizmeti için, tek bir istekte birden fazla metni toplu olarak işleyebilmeyi desteklemek amacıyla yapılan optimizasyonları açıklamaktadır. Mevcut uygulama, her seferinde tek bir metni işlemektedir ve bu durum, gömme modellerinin toplu işlemler sırasında sağladığı önemli performans avantajlarından yararlanılmamasına neden olmaktadır.

docs/tech-specs/embeddings-batch-processing.zh-cn.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "嵌入式批量处理技术规范"
+parent: "Chinese (Beta)"
+---
+
 # 嵌入式批量处理技术规范
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## 概述
 
 本规范描述了对嵌入式服务的优化，以支持在单个请求中批量处理多个文本。当前的实现方式一次处理一个文本，而没有利用嵌入式模型在处理批量数据时所能提供的显著性能优势。

docs/tech-specs/entity-centric-graph.ar.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "تخزين الرسم البياني المعرفي المرتكز على الكيانات على Cassandra"
+parent: "Arabic (Beta)"
+---
+
 # تخزين الرسم البياني المعرفي المرتكز على الكيانات على Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## نظرة عامة
 
 يصف هذا المستند نموذج تخزين للرسوم البيانية المعرفية بنمط RDF على Apache Cassandra. يستخدم النموذج نهجًا **مرتكزًا على الكيانات** حيث يعرف كل كيان كل رباعية يشارك فيها والدور الذي يلعبه. هذا يحل محل نهج تبديل SPO متعدد الجداول باستخدام جدولين فقط.
@@ -258,4 +266,3 @@ AND role = 'O';
 | النفقات التشغيلية | 6 جداول للتعديل/الإصلاح | جدول بيانات واحد |
 | دعم إعادة التعريف | تعقيد إضافي | مناسب بشكل طبيعي |
 | تصفية أنواع الكائنات | غير متوفر | أصلي (عبر التجميع حسب نوع الكائن) |
-

docs/tech-specs/entity-centric-graph.es.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Almacenamiento de Grafos de Conocimiento Centrados en Entidades en Cassandra"
+parent: "Spanish (Beta)"
+---
+
 # Almacenamiento de Grafos de Conocimiento Centrados en Entidades en Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Resumen
 
 Este documento describe un modelo de almacenamiento para grafos de conocimiento de estilo RDF en Apache Cassandra. El modelo utiliza un enfoque **centrado en entidades** donde cada entidad conoce cada cuadrupla en la que participa y el rol que juega. Esto reemplaza un enfoque tradicional de permutaciones SPO con múltiples tablas con solo dos tablas.

docs/tech-specs/entity-centric-graph.he.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "אחסון גרף ידע ממוקד ישויות ב-Cassandra"
+parent: "Hebrew (Beta)"
+---
+
 # אחסון גרף ידע ממוקד ישויות ב-Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## סקירה כללית
 
 מסמך זה מתאר מודל אחסון עבור גרפי ידע מסוג RDF ב-Apache Cassandra. המודל משתמש בגישה **ממוקדת ישויות**, כאשר כל ישות יודעת כל רביעיות (quads) בהן היא משתתפת והתפקיד שלה. זה מחליף גישה מסורתית של מספר טבלאות המייצגות את כל הפרמוטציות של Subject, Predicate, Object ו-Dataset (SPOD) עם שתי טבלאות בלבד.

docs/tech-specs/entity-centric-graph.hi.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "एंटिटी-सेंट्रिक नॉलेज ग्राफ स्टोरेज ऑन कैसेंड्रा"
+parent: "Hindi (Beta)"
+---
+
 # एंटिटी-सेंट्रिक नॉलेज ग्राफ स्टोरेज ऑन कैसेंड्रा
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## अवलोकन
 
 यह दस्तावेज़ अपाचे कैसेंड्रा पर आरडीएफ-शैली नॉलेज ग्राफ के लिए एक स्टोरेज मॉडल का वर्णन करता है। यह मॉडल एक **एंटिटी-सेंट्रिक** दृष्टिकोण का उपयोग करता है, जिसमें प्रत्येक एंटिटी उन सभी क्वाड के बारे में जानती है जिनमें वह भाग लेता है और वह जो भूमिका निभाता है। यह पारंपरिक मल्टी-टेबल एस.पी.ओ. क्रमपरिवर्तन दृष्टिकोण को केवल दो तालिकाओं से बदल देता है।
@@ -258,4 +266,3 @@ AND role = 'O';
 | परिचालन ओवरहेड | ट्यून/मरम्मत के लिए 6 टेबल | 1 डेटा टेबल |
 | रीफिकेशन सपोर्ट | अतिरिक्त जटिलता | प्राकृतिक फिट |
 | ऑब्जेक्ट टाइप फ़िल्टरिंग | उपलब्ध नहीं | देशी (otype क्लस्टरिंग के माध्यम से) |
-

docs/tech-specs/entity-centric-graph.md

@@ -1,3 +1,9 @@
+---
+layout: default
+title: "Entity-Centric Knowledge Graph Storage on Cassandra"
+parent: "Tech Specs"
+---
+
 # Entity-Centric Knowledge Graph Storage on Cassandra
 
 ## Overview
@@ -258,4 +264,3 @@ The entity-centric model can coexist with the existing multi-table model during
 | Operational overhead | 6 tables to tune/repair | 1 data table |
 | Reification support | Additional complexity | Natural fit |
 | Object type filtering | Not available | Native (via otype clustering) |
-

docs/tech-specs/entity-centric-graph.pt.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Armazenamento de Grafos de Conhecimento Centrados em Entidades no Cassandra"
+parent: "Portuguese (Beta)"
+---
+
 # Armazenamento de Grafos de Conhecimento Centrados em Entidades no Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Visão Geral
 
 Este documento descreve um modelo de armazenamento para grafos de conhecimento no estilo RDF no Apache Cassandra. O modelo usa uma abordagem **centrada em entidades**, onde cada entidade conhece cada quádrupla em que participa e o papel que desempenha. Isso substitui uma abordagem tradicional de permutação SPO em várias tabelas por apenas duas tabelas.

docs/tech-specs/entity-centric-graph.ru.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Хранение графов знаний, ориентированных на сущности, в Cassandra"
+parent: "Russian (Beta)"
+---
+
 # Хранение графов знаний, ориентированных на сущности, в Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Обзор
 
 Этот документ описывает модель хранения графов знаний в стиле RDF в Apache Cassandra. Модель использует подход, ориентированный на сущности, при котором каждая сущность знает о каждой квадрупле, в которой она участвует, и о роли, которую она играет. Это заменяет традиционный подход с использованием нескольких таблиц и различных перестановок SPO (Subject, Predicate, Object) всего двумя таблицами.
@@ -258,4 +266,3 @@ AND role = 'O';
 | Операционные накладные расходы | 6 таблиц для настройки/восстановления | 1 таблица данных |
 | Поддержка реификации | Дополнительная сложность | Естественная совместимость |
 | Фильтрация по типу объекта | Недоступно | Нативно (через кластеризацию по типу объекта) |
-

docs/tech-specs/entity-centric-graph.sw.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Uhifadhi wa Mfumo wa Maarifa unaozingatia Vitu kwenye Cassandra"
+parent: "Swahili (Beta)"
+---
+
 # Uhifadhi wa Mfumo wa Maarifa unaozingatia Vitu kwenye Cassandra
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Muhtasari
 
 Hati hii inaelezea mfumo wa uhifadhi wa mifumo ya maarifa ya mtindo wa RDF kwenye Apache Cassandra. Mfumo hutumia mbinu inayozingatia **vitu**, ambapo kila kitu kinajua kila nne (quad) ambacho kinashiriki na jukumu ambalo linacheza. Hii inabadilisha mbinu ya awali ya meza nyingi zinazobadilisha mpangilio wa SPO kuwa meza mbili tu.
@@ -258,4 +266,3 @@ Mfumo unaozingatia vitu unaweza kuwepo na mfumo wa zamani unaojumuisha meza nyin
 | Uendeshaji | Meza 6 za kurekebisha/kufufua | Jedwali 1 la data |
 | Usaidizi wa ufafanuzi | Ufumbuzi wa ziada | Inafaa asili |
 | Uchunguzi wa aina ya kitu | Haipatikani | Asili (kupitia uainishaji wa otype) |
-

docs/tech-specs/entity-centric-graph.tr.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Cassandra'da Varlık Odaklı Bilgi Grafiği Depolama"
+parent: "Turkish (Beta)"
+---
+
 # Cassandra'da Varlık Odaklı Bilgi Grafiği Depolama
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Genel Bakış
 
 Bu belge, Apache Cassandra üzerindeki RDF tarzı bilgi grafiklerinin depolanması için bir model tanımlamaktadır. Model, her varlığın katıldığı her dörtlü hakkında bilgi sahibi olduğu ve oynadığı rolün bilindiği, **varlık odaklı** bir yaklaşım kullanır. Bu, geleneksel çok tablolu SPO permütasyon yaklaşımının yerini sadece iki tabloyla alır.

docs/tech-specs/entity-centric-graph.zh-cn.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "基于实体的知识图谱在 Cassandra 上的存储"
+parent: "Chinese (Beta)"
+---
+
 # 基于实体的知识图谱在 Cassandra 上的存储
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## 概述
 
 本文档描述了一种在 Apache Cassandra 上存储 RDF 风格知识图谱的存储模型。该模型采用一种**以实体为中心**的方法，其中每个实体都知道它参与的所有四元组以及它所扮演的角色。这用两个表替换了传统的多表 SPO 组合方法。

docs/tech-specs/explainability-cli.ar.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "مواصفات سطر الأوامر لـ 'Explainability CLI'"
+parent: "Arabic (Beta)"
+---
+
 # مواصفات سطر الأوامر لـ "Explainability CLI"
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## الحالة
 
 مُقترح
@@ -167,4 +175,4 @@ tg-show-explain-trace --max-answer 1000 --show-provenance "urn:trustgraph:questi
 
 - شرح قابل للتفسير: `docs/tech-specs/query-time-explainability.md`
 - تتبع وقت الاستخراج: `docs/tech-specs/extraction-time-provenance.md`
-- مثال سطر الأوامر: `trustgraph-cli/trustgraph/cli/invoke_graph_rag.py`
+- مثال سطر الأوامر: `trustgraph-cli/trustgraph/cli/invoke_graph_rag.py`

docs/tech-specs/explainability-cli.es.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Especificación Técnica de la CLI para Explicabilidad"
+parent: "Spanish (Beta)"
+---
+
 # Especificación Técnica de la CLI para Explicabilidad
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Estado
 
 Borrador
@@ -177,4 +185,4 @@ Se seleccionaron 12 bordes:
 
 -   CLI de explicabilidad: `docs/tech-specs/query-time-explainability.md`
 -   Origen en tiempo de extracción: `docs/tech-specs/extraction-time-provenance.md`
--   Ejemplo de CLI: `trustgraph-cli/trustgraph/cli/invoke_graph_rag.py`
+-   Ejemplo de CLI: `trustgraph-cli/trustgraph/cli/invoke_graph_rag.py`

docs/tech-specs/explainability-cli.he.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "מפרט טכני של כלי שורת הפקודה (CLI) להסברתיות"
+parent: "Hebrew (Beta)"
+---
+
 # מפרט טכני של כלי שורת הפקודה (CLI) להסברתיות
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## סטטוס
 
 טיוטה

docs/tech-specs/explainability-cli.hi.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "व्याख्यात्मकता CLI तकनीकी विनिर्देश"
+parent: "Hindi (Beta)"
+---
+
 # व्याख्यात्मकता CLI तकनीकी विनिर्देश
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## स्थिति
 
 मसौदा

docs/tech-specs/explainability-cli.md

@@ -1,3 +1,9 @@
+---
+layout: default
+title: "Explainability CLI Technical Specification"
+parent: "Tech Specs"
+---
+
 # Explainability CLI Technical Specification
 
 ## Status

docs/tech-specs/explainability-cli.pt.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Especificação Técnica da Interface de Linha de Comando (CLI) para Explicabilidade"
+parent: "Portuguese (Beta)"
+---
+
 # Especificação Técnica da Interface de Linha de Comando (CLI) para Explicabilidade
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Status
 
 Rascunho

docs/tech-specs/explainability-cli.ru.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Техническая спецификация CLI для Explainability"
+parent: "Russian (Beta)"
+---
+
 # Техническая спецификация CLI для Explainability
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Статус
 
 Черновик

docs/tech-specs/explainability-cli.sw.md

@@ -1,5 +1,13 @@
+---
+layout: default
+title: "Maelezo ya Kiufundi ya Zana za Amri (CLI) za Ufafanuzi"
+parent: "Swahili (Beta)"
+---
+
 # Maelezo ya Kiufundi ya Zana za Amri (CLI) za Ufafanuzi
 
+> **Beta Translation:** This document was translated via Machine Learning and as such may not be 100% accurate. All non-English languages are currently classified as Beta.
+
 ## Hali
 
 Rasimu