Agent Chat

Features Overview

Agent chat module provides:

• Intelligent Chat: Natural language conversation based on LLMs
• Knowledge Base Q&A: RAG-integrated knowledge base Q&A
• Multi-turn Dialogue: Support context-aware multi-turn conversation
• Dialogue Management: Conversation history and management
• Quick Commands: Quick commands for common operations

Quick Start

1. Access Agent

Select Agent Chat in left navigation, or visit:

• Local: http://localhost:30000/chat
• Production: https://your-domain/chat

2. Start Conversation

Enter question in dialog box, e.g.:

User: What data formats does DataMate support?

Assistant: DataMate supports multiple data formats:

Images: JPG, PNG, GIF, BMP, WebP
Text: TXT, MD, JSON, CSV
Audio: MP3, WAV, FLAC, AAC
Video: MP4, AVI, MOV, MKV

These formats can be uploaded and managed in the data management module.

3. Use Knowledge Base Q&A

Enable Knowledge Base

1. Click Settings button
2. In Knowledge Base settings, select knowledge base to use
3. Save settings

Knowledge Base Q&A

User: How to create a data cleaning task?

Assistant: According to the knowledge base documentation:

1. Enter data processing page
2. Click create task button
3. Configure basic information
4. Configure cleaning pipeline (drag operators to canvas)
5. Configure execution parameters
6. Create and execute task

[Source: user_guide.md, data_cleansing.md]

Advanced Features

Conversation Modes

General Chat

Use LLM for general conversation without knowledge base.

Knowledge Base Q&A

Answer questions based on knowledge base content.

Mixed Mode

Combine general chat and knowledge base Q&A.

Quick Commands

Conversation History

View History

1. Click History tab on left
2. Select historical conversation
3. View conversation content

Continue Conversation

Click historical conversation to continue.

Export Conversation

Export conversation records:

• Markdown: Export as Markdown file
• JSON: Export as JSON
• PDF: Export as PDF

Best Practices

1. Effective Questioning

Get better answers:

• Be specific: Clear and specific questions
• Provide context: Include background information
• Break down: Split complex questions

2. Knowledge Base Usage

Make the most of knowledge base:

• Select appropriate knowledge base: Choose based on question
• View sources: Check answer source documents
• Verify information: Verify with source documents

Common Questions

Q: Inaccurate Agent answers?

A: Improve:

1. Optimize question: More specific
2. Check knowledge base: Ensure relevant content exists
3. Change model: Try more powerful model
4. Provide context: More background info

Related Documentation

• Knowledge Base Management - Create and manage knowledge bases
• Data Management - Manage knowledge base documents