Fallback Agent Conversation failed after core 2024.10 (solved)

After the core 2024.10 update the Fallback Agent Conversation integration fails to work.and drops a Unexpected error during intent recognition error.

I was able to fix this as describe here.
https://github.com/m50/ha-fallback-conversation/issues/36#issuecomment-2408537400

Hopefully this will help the code owner to make a permanent fix.