MaxKB: Your Intelligent Q&A Solution - Easily Build AI Assistants Based on Knowledge Bases

MaxKB: Your Intelligent Q&A Solution - Easily Build AI Assistants Based on Knowledge Bases

In today's digital age, businesses and organizations face the challenge of efficiently managing and utilizing vast amounts of information. Whether for customer service, internal knowledge management, or educational training, there's a need for a solution that can intelligently understand and answer questions. Today, I'd like to introduce MaxKB, a powerful, flexible, and user-friendly knowledge base intelligent Q&A system.

What is MaxKB?

MaxKB (Max Knowledge Base) is a ready-to-use, configurable RAG (Retrieval-Augmented Generation) chatbot system. Based on Large Language Models (LLMs) and retrieval-augmented generation technology, it helps businesses and individuals easily create intelligent Q&A applications. MaxKB is widely applicable to scenarios such as intelligent customer service, enterprise knowledge bases, academic research, and educational training.


Why Choose MaxKB?

1. Ready to Use

MaxKB supports direct document uploads or automatic crawling of online documents, with features including automatic text segmentation, vectorization, and RAG (Retrieval-Augmented Generation). This effectively reduces hallucinations from large models, providing an outstanding intelligent Q&A interaction experience.

You can transform existing knowledge documents into an intelligent Q&A system in just a few simple steps:

  • Upload documents (supporting multiple formats: PDF, DOCX, Markdown, HTML, etc.)
  • Select an appropriate language model
  • Configure your application
  • Publish with one click

2. Flexible Orchestration

MaxKB is equipped with a powerful workflow engine and function library that can orchestrate AI processes to meet the needs of complex business scenarios. The system offers two types of applications:

  • Simple Applications: Suitable for quickly building basic Q&A systems
  • Workflow Applications: Implement complex business processes through visual orchestration to meet personalized needs

3. Seamless Integration

MaxKB supports zero-code quick integration into third-party business systems, rapidly empowering existing systems with intelligent Q&A capabilities and improving user satisfaction. With simple embedding code, you can easily integrate MaxKB applications into your website or application.

4. Model Agnostic

MaxKB supports various large language models, including private models (such as DeepSeek, Llama, Qwen, etc.) and public models (such as OpenAI, Claude, Gemini, etc.). This means you can choose the most suitable model based on your needs and budget.

MaxKB Technical Architecture

MaxKB is built with a modern technology stack:

  • Frontend: vue.js, LogicFlow (visual workflow editing)
  • Backend: Python / Django, langchain
  • Vector Database: PostgreSQL / pgvector
  • Support for multiple large language models: Ollama, Azure OpenAI, OpenAI, Gemini, DeepSeek, Tongyi Qianwen, etc.

Getting Started with MaxKB

The main steps for using MaxKB include:

  1. Add Models: Select and configure your preferred AI models
  2. Create Knowledge Bases: Upload documents or connect websites, and the system automatically processes them

     

  3. Create Applications: Choose between simple applications or workflow applications, configuring according to your needs


  4. Publish Applications: Get embedding code and integrate it into your website or system

Knowledge Base Management

MaxKB supports two types of knowledge bases:

  • General Knowledge Bases: For offline documents, supporting text files, tables, and Q&A pairs
  • Website Knowledge Bases: For online static text data, automatically synchronizing text data after inputting the root URL

The system supports knowledge base creation, re-vectorization, settings, synchronization, export, deletion, and other functions, keeping your knowledge base always up to date.

Intelligent Q&A Effect Demonstration

Through MaxKB's RAG technology, the system can retrieve relevant information from your knowledge base, combine it with the capabilities of large language models, and generate accurate, relevant answers, effectively avoiding "hallucination" issues.

Visual Workflow Orchestration

MaxKB's workflow applications provide powerful visual orchestration capabilities, allowing you to design complex business processes to meet various scenario requirements.

Application Scenarios

MaxKB can be applied to multiple scenarios:

  1. Enterprise Customer Service: Build intelligent customer service systems that can answer common customer questions, improving customer satisfaction and service efficiency
  2. Internal Knowledge Management: Transform internal documents, rules and regulations, operation manuals, etc., into intelligent Q&A systems, helping employees quickly access needed information
  3. Education and Training: Create intelligent teaching assistance systems based on course materials, providing personalized learning support for students
  4. Academic Research: Build intelligent research assistants based on research papers and materials, accelerating the research process
  5. Product Support: Provide intelligent user guides and troubleshooting systems for complex products

Easy to Start, Remarkable Results

MaxKB's installation and use are very simple. With just one Docker command, you can deploy MaxKB on your own server:

docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/var/lib/postgresql/data -v ~/.python-packages:/opt/maxkb/app/sandbox/python-packages 1panel/maxkb

Visit http://your_server_ip:8080 to start using MaxKB:

Default administrator credentials:

  • Username: admin
  • Password: MaxKB@123..

Conclusion

In an era of information explosion, MaxKB provides businesses and individuals with an efficient way to manage and utilize knowledge. By combining advanced AI technology with a user-friendly interface, MaxKB makes building intelligent Q&A systems unprecedentedly simple.

Whether you're a business manager, developer, or educator, MaxKB can help you transform static knowledge into dynamic intelligent Q&A experiences, improving work efficiency and user satisfaction.

Try MaxKB now and breathe new life into your knowledge!

For more information or assistance, please visit:

 

 

Back to blog