Pain point · Reliability & bugs · Blocks work
AI Agent memory drops tool call messages, so the model stops calling tools
1 source thread · first seen 2025-04
Summary
Memory nodes save only user and assistant messages, leaving the tool call array empty. Without tool messages the model learns to reply directly and claims to have called tools it did not.
- Affects
- Users building AI agents with memory
- Workaround
- Maintains a personal fork with a fix
Evidence
Excerpts are copied word for word from the source; follow the link to read it in full.
“The current implementation of the AI Agent and the Memory nodes stores only the input and output messages, not the Tool messages”