Initial commit with working principals, architecture and diagram

diagrams/SIA_Component_Model.puml

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+@startuml SIA_Component_Model
+
+skinparam componentStyle uml2
+
+package "SIA System" {
+  [LLM Engine] as LLM
+  [Action System] as AS
+  [Context Template] as CT
+  
+  package "Modules" {
+    [Process Module] as PM
+    [Docker Module] as DM
+    [Reinforcement Learning Module] as RLM
+  }
+}
+
+cloud "Docker Engine" as DE {
+  collections Instances
+  collections Images
+}
+  
+database "File System" as FS {
+  database "Git Repository" as GR
+}
+
+AS -> LLM : Context
+LLM -> AS : Reasoning and actions
+
+CT --> AS : Context
+AS --> Modules : Commands to execute
+Modules --> CT : Data
+
+DM -> DE : Container management
+DM <--> FS : Mount volumes
+RLM --> FS : Store trained models
+PM --> GR : SIA update
+
+Instances --> GR : Modifies
+Instances --> Images : Create
+
+FS -> CT : Monitored files
+FS -> LLM : Load models
+
+@enduml

diagrams/render.sh

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+#!/bin/bash
+export MSYS_NO_PATHCONV=1
+
+cd "$( dirname "${BASH_SOURCE[0]}" )"
+
+docker run --rm -v $(pwd):/work -w /work plantuml/plantuml:latest -svg *.puml