diff --git a/docs/overview/architecture.md b/docs/overview/architecture.md
index 3b431a08b..b917d0b15 100644
--- a/docs/overview/architecture.md
+++ b/docs/overview/architecture.md
@@ -33,6 +33,72 @@ as well as users who want to use the app. A postman collection has also been add
 <br>
 <br>
 
+## High Level System Flow
+
+The following diagram illustrates how different components of PictoPy interact with each other.
+
+```mermaid
+graph TD
+
+    User[User]
+
+    Frontend[React Frontend]
+    Tauri[Tauri Bridge]
+
+    Rust[Rust Backend]
+
+    FastAPI[FastAPI Backend]
+
+    SQLite[(SQLite Database)]
+
+    ONNX[ONNX Runtime]
+    YOLO[YOLO Detection Models]
+    FaceNet[FaceNet Embeddings]
+
+    User --> Frontend
+
+    Frontend --> Tauri
+
+    Tauri --> Rust
+
+    Rust --> FastAPI
+
+    FastAPI --> SQLite
+
+    FastAPI --> ONNX
+
+    ONNX --> YOLO
+    ONNX --> FaceNet
+```
+
+
+
+The diagram above illustrates the interaction between the frontend, Tauri bridge, Rust backend, Python backend, database, and AI models.
+
 ## Backend rust (via Tauri)
 
 The Rust backend, integrated through Tauri, is a core component of our application. It leverages Rust's performance and safety features to handle file system operations, provide a secure bridge between the frontend and the local system, and manage OS-level interactions. This backend efficiently manages tasks such as reading and writing image files, extracting metadata, and ensuring secure access to system resources. It communicates with the React frontend through an IPC mechanism, allowing for seamless integration of low-level functionalities with the user interface. This architecture enables high-performance, secure operations on the local system while maintaining a smooth user experience.
+
+## Image Processing Workflow
+
+```mermaid
+sequenceDiagram
+    participant User
+    participant Frontend
+    participant Rust
+    participant FastAPI
+    participant Models
+    participant Database
+
+    User->>Frontend: Select Images
+    Frontend->>Rust: Request Processing
+    Rust->>FastAPI: Send Processing Task
+    FastAPI->>Models: Run Detection & Recognition
+    Models-->>FastAPI: Return Results
+    FastAPI->>Database: Store Metadata
+    Database-->>FastAPI: Confirm Storage
+    FastAPI-->>Rust: Return Response
+    Rust-->>Frontend: Processed Results
+    Frontend-->>User: Display Results
+```
+This workflow shows how images are processed, analyzed, and stored before results are presented to the user.
\ No newline at end of file
diff --git a/frontend/src/pages/SettingsPage/components/FolderManagementCard.tsx b/frontend/src/pages/SettingsPage/components/FolderManagementCard.tsx
index a3405c900..266d74d89 100644
--- a/frontend/src/pages/SettingsPage/components/FolderManagementCard.tsx
+++ b/frontend/src/pages/SettingsPage/components/FolderManagementCard.tsx
@@ -76,7 +76,15 @@ const FolderManagementCard: React.FC = () => {
                     </div>
 
                     <Button
-                      onClick={() => deleteFolder(folder.folder_id)}
+                      onClick={() => {
+                        const confirmed = window.confirm(
+                          'Are you sure you want to delete this folder? This action cannot be undone.',
+                        );
+
+                        if (confirmed) {
+                          deleteFolder(folder.folder_id);
+                        }
+                      }}
                       variant="outline"
                       size="sm"
                       className="h-8 w-8 cursor-pointer text-gray-500 hover:border-red-300 hover:text-red-600 dark:text-gray-400 dark:hover:text-red-400"