Long Sessions Within An Agent Node
Hello, I've got a coaching agent that guides the user through several question sets and frameworks. Only thing I've realized is a lot of the conversation is spent inside of a single agent node, which inevitably leads to pegging out max tokens inside of the single node.
When this happens, the user gets no notification and their queries seem to fall on deaf ears as the agent just stops responding completely (even though I can see tokens still getting consumed on the backend logs).
Wondering if any of you have dealt with this in a sophisticated way.
Thanks,
-Conner
1 Reply
This usually happens when too much logic or conversation is contained in a single agent node. Once it hits the token limit, the agent silently stops responding. The best fix is to break the flow into multiple smaller nodes, use short-term memory blocks, and offload context to variables instead of keeping everything in the conversation window. I’ve solved this for a few clients, so if you want, I can help you structure the flow to avoid token maxing out.
@Conner