Multi-Step Reasoning
Domain: Agent Fundamentals
🎯 Motivation
Real tasks require multiple reasoning steps, not just one. The agent chains reasoning across many steps to reach a solution.
📋 Concrete Example
Step 1: ‘I need data.’ -> search. Step 2: ‘Data is in CSV.’ -> read file. Step 3: ‘Need to clean it.’ -> run script. Step 4: ‘Now analyze.’ -> run analysis. Each step builds on the previous.
🔗 Analogy
A detective building a case - clue 1 leads to suspect, suspect leads to location, location leads to evidence. Each step builds on the last. Multi-step reasoning chains conclusions.