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@@ -272,11 +272,17 @@ In addition, the simplification of complex human interactions and emotions into
 \subsubsection{Computational Constraints}
 The performance and speed of the system will be influenced by the computational resources available during development and execution. While the system will attempt to use GPU acceleration during NLP inference, these resource may not always be available or may not be particularly strong should they exist.
 
-As a result, there are practical limits on the size of datasets that can be processed efficiently. Large datasets may produce long processing times, 
+As a result, there are practical limits on the size of datasets that can be processed efficiently. Large datasets may produce long processing times,
 
 \newpage
 \section{Design}
 \subsection{System Architecture}
+\begin{figure}[h]
+    \centering
+    \includegraphics[width=1.2\textwidth]{img/architecture.png}
+    \caption{System Architecture Diagram}
+    \label{fig:architecture}
+\end{figure}
 
 \newpage
 \section{Implementation}