Debugging an Agent

Debugging an Agent

You can debug the execution process of a created agent on the platform.

To debug an agent, perform the following steps:

1. Click in the upper right corner of the model card and set the model parameters by referring to Table 1.

   Table 1 Model parameter configuration

   Parameter	Description
   Model selection	Select the model to be used. The effect of different models varies.
   Mode selection	Configure the output diversity of the model. The options are as follows: Accurate: The model output strictly follows the instruction requirements. The model may repeatedly discuss a topic or frequently use the same words. Balanced: The model output is a balance between randomness and accuracy. Creative: The model output is more diversified and innovative, and may deviate from the main purpose in some scenarios. Custom: Customize the Temperature and Top P settings of the model output to generate the expected output.
   Temperature	Increasing the temperature makes the model output more diversified and creative. Reducing the temperature makes the output more compliant with the instruction requirements but reduces the diversity. The value ranges from 0 to 1. Increasing the value of this parameter makes the model output more diversified and creative. Decreasing the value of this parameter makes the model output more compliant with the instruction requirements but less diversified. In fact-based Q&A scenarios, you can set this parameter to a small value to obtain more realistic and concise answers. For creative tasks such as novel creation, you can set this parameter to a larger value. You are advised not to adjust this parameter together with the nuclear sampling parameter.
   Top P	The model selects words starting from the word with the highest probability until the cumulative probability of these words reaches the Top P value. The Top P value can limit the model to select these high-probability words, thereby controlling the diversity of the output content. The value ranges from 0.1 to 1.

2. Enter a dialog in the Preview Debugging text box on the right. The agent generates a response based on the dialog.
3. During debugging, click debugging in the upper right corner to view the running results and call details of the current or historical session.
   Figure 1 Debugging results
   

Debugging Details

There are two tab pages on the debugging page: Running results and Call details.

• Running results

  You can view the execution start time, end time, duration, input information, and output information of the agent. This provides you with a clear overview of the agent performance.

  

• Call details

  When an agent is triggered, the Call Chain area displays details about the events, including the triggered component, event duration, and event input and output information. This helps developers quickly trace the operation sequence and accurately locate faults.