docs: Re-generate manuals and PDFs with updated author Lange François <lanfr144@school.lu>

docs/Backup_Procedure.md

@@ -1,4 +1,4 @@
-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # Database Backup Procedure
 
 ## Automated Backups

docs/Data_Ingestion.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # Data Ingestion Pipeline
 
 ## Overview

docs/Final_Report.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # Final Project Report (Living Document)
 
 ## What Has Been Done
@@ -6,7 +6,7 @@
 2. **Database Optimization**: Successfully loaded OpenFoodFacts records and utilized advanced vertical partitioning and FULLTEXT indices.
 3. **Clinical Subquery Strategy**: Refactored the core Pandas/SQL query pipeline to use subquery limiting, resolving Cartesian join explosions and reducing query latency to ~0.04s.
 4. **Monitoring & Security**: Nginx securely proxies traffic on Port 80. Zabbix actively monitors proxy and server health, dynamically handling SNMP/alert loops in local/offline fallback mode.
-5. **Git Versioning**: Implemented Git `.gitattributes` to push `$Id$` tracking directly into the Python Application UI.
+5. **Git Versioning**: Implemented Git `.gitattributes` to push `$Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $` tracking directly into the Python Application UI.
 
 ## What Needs To Be Done (Day 2 Operations)
 1. **SSL/TLS Certificates**: The Nginx proxy is functional on HTTP port 80. Port 443 (HTTPS) must be configured with a Let's Encrypt certificate for true production encryption.

docs/Installation_Guide.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # Installation Guide
 
 ## Requirements

docs/Scrum_Artifacts.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # Scrum Artifacts
 Contains User Stories, velocity tracking, and burndown charts from Taiga.

docs/Scrum_Daily.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # Daily Scrums
 - **26.05.07 DAILY**: Fixed time scope bug, added Nginx proxy, built sync scripts.

docs/Scrum_Plan.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # Sprint Plans
 - **Sprint 10 PLAN**: Fix LLM Tool Calling, optimize Cartesian SQL explosion, build Teams webhooks.

docs/Scrum_Retro.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # Sprint Retrospectives
 - **Sprint 10 RETROSPECTIVE**: Mitigated dirty data duplicates using SQL `GROUP BY`. Need to maintain strict Git commit tagging (`TG-XXX`).

docs/Scrum_Review.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # Sprint Reviews
 - **Sprint 10 REVIEW**: App executes sub-second searches. Nginx fully operational on Port 80.

docs/Scrum_Wiki.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # Scrum Wiki Master List
 This file aggregates references to the Scrum daily logs, plans, and retrospectives.

docs/Test_Cases_Sprint8.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # Sprint 8 Legacy Test Cases
 - Tested RAG AI tool integration.
 - Tested user authentication flows.

docs/User_Guide.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # User Guide
 
 ## 1. Clinical Data Search

docs/WSL_Deployment.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # WSL Deployment Runbook
 To deploy on Windows Subsystem for Linux:
 1. Ensure WSL2 backend is enabled in Docker Desktop.

docs/Wiki_Home.md

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-# $Id$
+# $Id$ log fields, date format, and redesign architecture.md diagram [v1.0.2] $
 # Documentation Home
 Welcome to the static documentation mirror. Please navigate the markdown files in this directory for architectural diagrams and guides.