Let's implement AI Agent from scratch without using any framework. Today we implement the reflection pattern coupled with simple implementation of short-term memory.

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Learn about the Reflection pattern in AI agent systems, its relation to short-term memory, and how to implement an Agent class that utilizes Reflection to improve performance. This guide offers code examples, explains pros and cons, and showcases the connection between agent memory and Reflection capabilities. The practical example includes revising an action plan generated by an AI agent to fix hallucinations and improve response accuracy.

Building AI Agents from scratch - Part 2: Reflection and Working Memory

Connection between Agent Memory and Reflection pattern.