Memory and Feedback Loops
Learning from mistakes within a session.
Memory and Feedback Loops
An agent that repeats the same mistake is useless.
The Scratchpad
Your state should include a scratchpad or critique field.
When a node runs, it append its thoughts.
- Iter 1: "I tried searching for 'Apple' but got fruit results. I need to search for 'Apple Inc'."
- Iter 2: The agent sees this note and adjusts.
This "Short Term Memory" allows the agent to navigate a problem space without getting stuck in a local minimum.