Part 7/11:
This pattern involves automating the iterative process of refining responses. For example, if an initial code snippet generated by an AI is imperfect, a critique agent can analyze and suggest improvements, causing the system to self-correct without human intervention.
2. Tool Use
Equipping agents with external tools—such as web search, code execution, or data retrieval—allows for more accurate and contextually relevant outputs. For instance, an agent could calculate compound interest by invoking a Python code executor, ensuring high accuracy over simplistic prompt-based calculations.