An independent artificial intelligence agent framework is a sophisticated system designed to empower AI agents to operate autonomously. These frameworks provide the critical building blocks required for AI agents to engage with their surroundings, acquire knowledge from their experiences, and make self-directed resolutions. Designing Intelligent