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```mermaid
graph TD
Start([User/Input/API Call])
Start --> MainPy(Main.py)
MainPy --> AppPy(App.py)
AppPy -->|Imports/Initializes| AICore(ai_core_agix.py)
AppPy -->|Imports/Initializes| DBInit(init_.db.py)
AppPy -->|Uses| ComponentsDir[components/]
AppPy -->|Loads| SystemPrompt[system_prompt]
AICore -->|Reads/Writes| PinconePy(pincone.py)
AICore -->|Reads/Writes| PincoeTxt(pincoe.txt)
AICore -->|Uses| ComponentsDir
MainPy -->|Starts| DependencyValidation[DependencyValidation1/]
MainPy -->|Visualizes| CodeMap[CodeMap1.dgml]
AppPy -->|Reads| Requirements[requirements.txt]
AppPy -->|Calls| Output([API Response/Result])
subgraph Data/Config
SystemPrompt
PinconePy
PincoeTxt
Requirements
end
subgraph Visualization/Validation
CodeMap
DependencyValidation
end
MainPy -->|May run| QuantumModules[Quantum Module Suite*]
QuantumModules -.-> Output
%% Notes
classDef faded fill:#eee,stroke:#bbb;
QuantumModules:::faded
class QuantumModules faded;
```
*Quantum Module Suite includes: quantum_cosmic_multicore.py, codette_quantum_multicore2.py, codette_meta_3d.py, etc., which are orchestrated as needed. |