These debugging features are only available for conversation flow agents.
Here’s how to troubleshoot common issues:

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When the agent’s response is unexpected

Step 1: Click the “Debug” button on the agent’s response
LLM Playground Debug
Step 2: Follow the suggested solutions
LLM Playground Debug
Available solutions:
  1. Add fine-tuning examples (guide)
  2. Split the node into multiple nodes (guide)
  3. Adjust the LLM temperature (guide)
Step 3: Click “Regenerate Answer” to get a new response Step 4: Use “Regenerate 10 Times” to test response consistency

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When the agent doesn’t transition correctly

Step 1: Click the “Debug” button on the agent’s response
LLM Playground Debug
Step 2: Click “Didn’t transition as expected?” Step 3: Follow the suggested solutions
LLM Playground Debug
Available solutions:
  1. Add fine-tuning transition examples (guide)
  2. Split the node into multiple nodes (guide)
Step 4: Click “Regenerate Transition” to get a new response

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When the agent transitions at the wrong time

Step 1: Click the “Debug” button on the transition dialog
LLM Playground Debug
Step 2: Follow the suggested solutions
LLM Playground Debug
Available solutions:
  1. Add fine-tuning transition examples (guide)
  2. Split the node into multiple nodes (guide)
Step 3: Click “Regenerate Transition” to get a new response

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When the agent’s responses are inconsistent

Step 1: Click the “Debug” button on the agent’s response Step 2: Try these solutions:
  1. Add fine-tuning examples (guide)
  2. Split the node into multiple nodes (guide)
  3. Adjust the temperature (guide)
Step 3: Use “Regenerate 10 Times” to test response consistency Step 4: Click “Regenerate 10 Times” to test response consistency
LLM Playground Debug