For the complete documentation index, see llms.txt. This page is also available as Markdown.

Conversation Viewer

View complete conversations and their details

Overview

The Conversation Viewer is a page in the MaiAgent admin console where administrators and customer service staff can review complete conversation records more clearly and in greater detail. It lets you focus on every detail of a single conversation, including message content, the timeline, and tool usage records.

The Conversation Viewer is particularly useful for quality monitoring, customer service training, and issue tracking, helping you analyze conversations more effectively.


Open the Conversation Viewer

From the inbox

  1. Open the conversation list

    • Click Customer Service Conversations in the left menu.

    • Click All Conversations.

  2. Select a conversation to view

    • Find the conversation in the list.

    • Click it to open the Conversation Viewer.


Interface

Main sections

Section
What it shows

Conversation information panel

Basic conversation information - User name - Conversation platform (LINE / Facebook / Web Chat) - Start time - Conversation status

Message timeline

The complete conversation in chronological order - User messages - AI replies - System messages - Timestamps

Conversation details

Advanced information - AI assistant used - Tool call records - Knowledge base query results - Token usage

Message display

  • User messages: Appear on the left with a light background.

  • AI replies: Appear on the right with the brand color as the background.

  • System messages: Appear in the center in gray text.

  • Timestamps: The sent time appears below each message.


Advanced features

Tool usage records

The Conversation Viewer clearly shows which tools the AI assistant used in the conversation:

Knowledge base citation tracking

If an AI reply cites knowledge base content, its source is shown:

Token usage statistics

Token consumption for the conversation is shown:

  • User input: 120 Tokens

  • AI reply: 350 Tokens

  • Tool calls: 80 Tokens

  • Total: 550 Tokens

Token statistics help you analyze conversation costs and optimize AI assistant settings.


Use cases

Scenario 1: Quality monitoring

Need: A supervisor checks conversation quality each day to confirm that AI replies meet standards.

Steps:

  1. Randomly select 10 conversations from the inbox each day.

  2. Review each conversation in the Conversation Viewer.

  3. Check whether:

    • AI replies are accurate.

    • The tone is appropriate.

    • Tools were used correctly.

    • Knowledge base citations are relevant.

  4. Mark conversations that need improvement.

  5. Give feedback to the AI training team.

Scenario 2: Customer service training

Need: Train new customer service staff with real conversation examples.

Steps:

  1. Select strong examples, such as complex issues handled well.

  2. Explain each step using the Conversation Viewer.

  3. Cover how to:

    • Understand customer needs.

    • Use tools effectively.

    • Guide the conversation.

    • Close the conversation properly.

  4. Have new staff practice similar scenarios.

Scenario 3: Troubleshooting

Need: A user reports an incorrect AI reply, and you need to find the cause.

Steps:

  1. Find the conversation using search.

  2. Review it in detail in the Conversation Viewer.

  3. Analyze the issue:

    • Check whether the user's question was understood correctly.

    • Review which tools the AI called.

    • Confirm whether the knowledge base search results were relevant.

    • Review the AI's reasoning process.

  4. Identify the root cause (insufficient knowledge base content / incorrect tool settings / prompt needs improvement).

  5. Make the appropriate changes.


Get conversation question-and-answer records

MaiAgent offers two ways to obtain records, depending on your needs:

Need
Recommended method
Output

Analyze AI question-and-answer records in bulk

Filter and export from “AgentOps > AI Assistant Monitoring”

Excel

Periodically sync AI question-and-answer records to an internal system

Use the question-and-answer records API, and handle pagination and storage yourself

JSON

Bulk export

  1. Open AgentOps > AI Assistant Monitoring in the left menu.

  2. Filter by AI assistant, member, date, keyword, or other criteria.

  3. Click Export in the upper-right corner to create an export request.

  4. Open AgentOps > Export Requests in the left menu. Once the status is Completed, download the Excel file. The User column shows who created each export.

Each row in the bulk Excel export represents a “user question and AI reply” exchange and is suitable for quality analysis. It is not a complete archive of all messages and original attachments.

Exports currently include only interactive conversations. If you filter the source to Scheduled Execution in AI Assistant Monitoring, the export button is disabled. See Filter Conversation Records by Member and Source.

Retrieve via API

To sync records regularly or use a custom JSON format, call GET /api/v1/records/ with your organization's API Key. Retrieve AI question-and-answer records by page and filter by AI assistant, date, or keyword.

Authenticate with Authorization: Api-Key <API Key> and follow the pagination information in each response until there is no next page. For the full parameters and response fields, see the MaiAgent API documentation.

Handling attachments

  • The bulk Excel export and question-and-answer records API do not include the original files users uploaded as attachments.

  • There is currently no public API for customers to download conversation attachments in bulk. If you need to retain attachments, contact the MaiAgent team to discuss a suitable data delivery method.


FAQ

Q: How is the Conversation Viewer different from a regular conversation window?

A: The Conversation Viewer provides more complete information, including tool usage records, knowledge base citation tracking, and Token usage statistics. It is useful for analysis, monitoring, and training. A regular conversation window is suited to day-to-day replies.

Q: Can I reply directly in the Conversation Viewer?

A: No. The Conversation Viewer is read-only and is intended for review and analysis. To reply, return to the conversation list.

Q: Does the Conversation Viewer show deleted messages?

A: No. It shows only messages that currently exist. Deleted messages cannot be recovered there.

Q: What if the Conversation Viewer loads slowly?

A: Possible causes and solutions:

  • Long conversation: Conversations with more than 100 messages may take longer to load. Please wait a moment.

  • Network issues: Check your network connection.

  • Large attachments: Too many images or files can slow loading.


Last updated

Was this helpful?