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

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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.

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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.

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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.

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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.