How do you give your AI agent a personality without external APIs?

Creating an AI agent with a distinct personality can enhance user interaction. One approach is to utilize local processing to define characteristics and responses, allowing for a more tailored experience. This method avoids reliance on external APIs, which can introduce latency and privacy concerns. What strategies or frameworks have you used to develop personality in AI agents? Share your experiences and insights!