Logs

The Logs section allows you to monitor and review how your AI Agent interacts with users.

It provides full visibility into conversations, including:

  • User messages

  • Agent responses

  • Agent reasoning

  • Confidence scores

This helps you understand agent behavior, troubleshoot issues, and improve performance.


What You Can See

In the Logs section, each interaction session includes:

Conversation History

  • Full message exchange between the user and the AI Agent

  • Organized per session


Agent Reasoning

  • The internal reasoning behind each response

  • Shows how the agent interpreted the request

  • Indicates whether knowledge, skills, or instructions were used


Confidence Score

  • A score indicating how confident the agent is in its response

  • Helps identify:

    • Reliable answers

    • Uncertain or risky responses


How It Works

  1. Select a session from the left panel

  2. View the conversation details

  3. Expand reasoning for each message

  4. Analyze confidence scores

  5. Identify issues or improvement areas


Supported Channels

Logs in this section are available for:

  • Playground

  • Mate Chat


External Channel Logs

For the following channels:

  • WhatsApp

  • Microsoft Teams

  • Webhook

Logs are not displayed in this section.

Instead, you can monitor these interactions through:

👉 Monitoringarrow-up-right


When to Use Logs

Use the Logs section when you:

  • Want to understand how the agent responds in real scenarios

  • Need to debug incorrect or unexpected answers

  • Want to verify knowledge or skill usage

  • Analyze user interactions

  • Improve agent instructions and behavior


Best Practices

  • Review sessions regularly

  • Check reasoning for incorrect responses

  • Monitor low-confidence answers

  • Use insights to refine:

    • Instructions

    • Knowledge

    • Skills


What’s Next

After reviewing logs, you can improve your agent by:

  • Updating Agent Instructions

  • Enhancing Knowledge sources

  • Refining Skills configuration


Summary

Logs provide visibility and control over your AI Agent.

  • Understand what happened

  • See why it happened

  • Improve future responses

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