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    <title>Activity 1.4: Managing Context and Memory :: AI Security Essentials: From Concepts to Controls</title>
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    <description>Work in progress&#xD;This section is under construction. This information hasn’t been reviewed or edited yet!&#xA;Practical Activity Overview In this activity, we’ll enhance our chat application to maintain conversation history and implement memory management techniques. This builds directly on our previous chat app.&#xA;Prerequisites Python 3.8 or higher installed on your system Basic familiarity with command line/terminal A text editor or IDE of your choice Activities Step 1: Set Up Your Development Environment 1.1 Make sure you are using the virtual environment we created in the previous activity:</description>
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