An independent artificial intelligence agent framework is a advanced system designed to enable AI agents to perform autonomously. These frameworks offer the critical structural elements required for AI agents to interact with their environment, learn from their experiences, and formulate self-directed choices. Designing Intelligent Agents for Ch