Debug Agent Responses

Troubleshoot unexpected agent responses, transitions, and inconsistencies using the debug tools in the LLM Playground.

Use the debug tools in the LLM Playground to diagnose and fix issues with your agent’s responses and transitions.

Unexpected Response

1. Click Debug

   Click the Debug button on the agent’s response.

2. Follow suggested solutions

   Available solutions:

   • Add fine-tuning examples
   • Split the node into multiple nodes
   • Adjust the LLM temperature
3. Regenerate

   Click Regenerate Answer to get a new response, or Regenerate 10 Times to test response consistency.

Agent Doesn’t Transition Correctly

1. Click Debug

   Click the Debug button on the agent’s response.

2. Select transition issue

   Click Didn’t transition as expected?

3. Follow suggested solutions

   Available solutions:

   • Add fine-tuning transition examples
   • Split the node into multiple nodes
4. Regenerate

   Click Regenerate Transition to get a new result.

Agent Transitions at the Wrong Time

1. Click Debug on the transition dialog

   Click the Debug button on the transition dialog.

2. Follow suggested solutions

   Available solutions:

   • Add fine-tuning transition examples
   • Split the node into multiple nodes
3. Regenerate

   Click Regenerate Transition to get a new result.

Inconsistent Responses

1. Click Debug

   Click the Debug button on the agent’s response.

2. Try these solutions

   • Add fine-tuning examples
   • Split the node into multiple nodes
   • Adjust the temperature
3. Test consistency

   Click Regenerate 10 Times to see how often the response varies. Use this to confirm whether the fix resolved the inconsistency.