SubhadityaMukherjee · July 15, 2025 08:32 · Jul 15, 2025
diff --git a/alfie_seq.md b/alfie_seq.md
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+```mermaid
+sequenceDiagram
+
+participant User as Intent Recognition
+
+participant Controller
+
+participant AutoML as AutoML Engine
+
+participant Tabular as Tabular Engine
+
+participant Vision as Vision Engine
+
+participant AutoMLPlus as AutoML+ Engine
+
+participant ModelStore as Model Store
+
+participant DatasetStore as Dataset Store
+
+participant SessionStore as Session Store
+
+participant XAI as XAI Layer
+
+participant UI as User Interface
+
+participant SKG as Semantic Knowledge Graph
+
+participant FairEval as Fairness Evaluation
+
+  
+
+User->>Controller: Extract task type & user input
+
+Controller->>AutoML: Request requirements
+
+AutoML-->>Controller: Return requirements JSON
+
+Controller->>AutoML: Send config, data, task info
+
+  
+
+AutoML->>Tabular: For tabular data
+
+AutoML->>Vision: For vision tasks
+
+AutoML->>AutoMLPlus: For general/multi-modal tasks
+
+  
+
+Tabular->>Tabular: Uses hyperparameter search
+
+Tabular->>Tabular: Uses model ensembles
+
+  
+
+Vision->>Vision: Uses transfer learning
+
+Vision->>Vision: Avoids neural architecture search (cost)
+
+AutoMLPlus->>Ensuring Unbiased AI in Autonomous Vehicles: Used by Ensuring Unbiased AI in Autonomous Vehicles
+
+Vision->>Ensuring Unbiased AI in Autonomous Vehicles: Used by Ensuring Unbiased AI in Autonomous Vehicles
+
+Vision->>Compliance Screener: Used by Compliance Screener
+
+AutoMLPlus->>Website Accessibility Checker: Used by Website Accessibility Checker
+
+  
+
+AutoML->>ModelStore: Save model
+
+AutoML->>DatasetStore: Save data
+
+AutoML->>SessionStore: Save session info
+
+  
+
+ModelStore->>ModelStore: Store handler & ethics metadata
+
+DatasetStore->>DatasetStore: Store splits & metadata
+
+  
+
+AutoML->>XAI: Trigger XAI Layer
+
+XAI->>AutoML: Receive model, task, test data
+
+XAI->>UI: Generate SHAP/GradCAM/Fairness metrics
+
+UI->>User: Provide evaluation results
+
+UI->>EndUser: Report transparency & trust
+
+  
+
+AutoML->>SKG: Query task context
+
+SKG-->>AutoML: Return insights
+
+SKG->>XAI: Feed insights
+
+SKG->>FairEval: Inform fairness evaluation
+
+FairEval->>AutoML: Send feedback
+```