Agent-based Mixture of Experts and LLM-augmented Autonomous Agents - A Tutorial on Dynamic Expert Generation
Learn how to create and implement dynamic expert agents using a single advanced prompt in this comprehensive tutorial. Discover the power of LLM-augmented Autonomous Agents (LAAs) as they generate specialized knowledge modules for specific tasks like code generation and visual art design. Follow along with practical demonstrations of topic modeling using a dataset, featuring "Clustering Cassandra" - a specialized expert agent for topic clustering. Master the process of creating multiple task-specific agents that can collaborate, share data, and provide step-by-step solutions while maintaining context through periodic summaries. Gain hands-on experience with a professional-grade prompt that enables sophisticated problem-solving capabilities, from code generation to mathematical reasoning, all through the strategic deployment of specialized AI agents.