Explorer¶

After an application is created, the system aggregates each Agent/LLM request as a log event into the Explorer. You can search, filter, and analyze Session and Trace data for a single application or all applications.

The top of the page supports switching between Agent/LLM states, with the Agent state being the default entry point.

Agent State¶

In the Agent state, two filter boxes are displayed at the top of the page:

Agent Type: Filter by all Agent types or a specific type.
Instance: Filter for specific instances under the selected Agent type, supporting search by instance name. After selecting a specific Agent type, the instance filter only shows instances of that type. When no Agent type is selected, the instance filter defaults to all instances but is not selectable.

LLM State¶

When switched to the LLM state, an application filter control is displayed at the top of the page, allowing you to view all applications or a specific LLM application.

Viewing Modes¶

Session List¶

By default, data is displayed at the Session level. The list fields include Session ID, Input Tokens, Output Tokens. Quick filters on the left support filtering by Token range, model provider, request model, response model, and other dimensions. Supports various analysis views such as List, Top List, Time Series, Pie Chart, Treemap, Grouped Table.

Click on a row to enter the Session details page:

Summary: The left side displays the Session Trace waterfall chart, and the right side shows the preview and attribute information.
Call Analysis: Displays the proportion of model calls, tool calls, Skill calls, and the list of Traces associated with this Session.

Trace List¶

Switch to the Trace List tab to view data at the Trace level. Fields include Trace ID, Belonging Session, Trace Duration, Input Tokens, Output Tokens, Trace Status.

Click on a row to enter the Trace details page:

Summary: Continues to use the waterfall chart display, with Span details below.
Call Analysis: Displays tool call records and Skill call records.

Details Page¶

Upon entering the details page, the left side displays a single Span and Trace generated by the application, and the right side shows the corresponding preview and attribute information.

Related Operations¶

Search and locate based on the node name source.
Choose whether to display metrics and scores.

What are metrics and scores?

Metrics: Display of duration time.
Scores: Model quality evaluation scores, descriptions, and other information.

Preview¶

Includes node type, node name, execution duration, token consumption, execution status, and execution details.

Status Display¶

Execution Status (`status`)	Possible Causes
Success: Success
Failure: Error	Agent/LLM call timeout, tool return exception, etc.
Warning: Warning	Output content triggered sensitive word detection but did not interrupt execution, etc.

Execution Details¶

Displays the Input and Output within the application. The former contains all elements used to construct the final request sent to the model, while the latter shows the result generated based on the input.

Attribute Information¶

Relevant field information contained in the current Span or Trace.

Associated Views¶

Using the + button in the upper right corner, you can bind built-in views to the current details page, enabling specialized display of Agent/LLM data.

Click the add button.
Select the association field.
In the pop-up Bind Built-in View panel, select the view you want to associate.
After successful binding, the newly added tab will appear in the tab bar.