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Here's what finally worked for me when considering AI companions for small projects. Start by clearly defining the specific purpose of your AI companion; this will help you focus your efforts and avoid unnecessary complications. For instance, if you're aiming for social interaction, you might want to prioritize features that enhance conversational abilities. I found that tailoring the AI's responses to user preferences is crucial for creating an engaging experience. During my research, I came across some interesting insights on this topic here: https://aigirlfriend.video/, which helped me refine my approach. Ultimately, once I aligned the AI's capabilities with my project goals, I saw a significant improvement in user engagement, making the effort truly worthwhile.