An Implementation of a Comprehensive Empirical Framework for Benchmarking Reasoning Strategies in Modern Agentic AI Systems
In this tutorial, we dive deep into how we systematically benchmark agentic elements by evaluating a number of reasoning methods throughout numerous duties. We discover how completely different architectures, reminiscent of Direct, Chain-of-Thought, ReAct, and Reflexion, behave when confronted with issues of growing issue, and we quantify their accuracy, effectivity, latency, and tool-usage patterns. By…
