An autonomous artificial intelligence agent framework is a advanced system designed to enable AI agents to function self-sufficiently. These frameworks offer the essential building blocks required for AI agents to engage with their world, learn from their experiences, and make autonomous resolutions. Designing Intelligent Agents for Challenging