MaxKB
Open-source platform for building enterprise-grade agents with RAG pipelines
MaxKB Overview
MaxKB, short for Max Knowledge Brain, is an open-source platform designed for building enterprise-grade agents. It integrates Retrieval-Augmented Generation (RAG) pipelines, supports robust workflows, and provides advanced MCP tool-use capabilities. The platform is widely used in various scenarios, including intelligent customer service, corporate internal knowledge bases, academic research, and education. With its ability to manage knowledge bases, integrate large language models, and support multi-route recall, MaxKB offers a comprehensive solution for organizations looking to leverage AI for knowledge management and automation. The platform is suitable for businesses of all sizes, from startups to large enterprises, and is particularly beneficial for teams that require efficient knowledge retrieval and AI-driven workflows.
MaxKB Screenshot
MaxKB Official screenshot of the tool interface
MaxKB Core Features
Knowledge Base Management
MaxKB supports various file types, including Markdown, TXT, DOCX, PDF, HTML, XLSX, XLS, and CSV. It also offers web site synchronization and custom embedding models, making it versatile for different knowledge management needs.
Workflow Orchestration
The platform allows for the orchestration of complex workflows, supporting multi-route recall and integration with third-party applications like Slack, WeChat Work, DingTalk, and Lark.
Large Language Model Integration
MaxKB seamlessly integrates with mainstream large language models, embedding models, and supports local model's reordering models, speech recognition, and text-to-speech models.
System Management and Settings
The platform offers unlimited users, customizable system logos and themes, and supports LDAP, OIDC, CAS, and other single sign-on protocols for secure and efficient system management.
Dialogue Management
MaxKB provides advanced dialogue management features, including voice Q&A, standard OpenAI format dialogue, knowledge source display, and custom AI avatars for dialogue boxes.
MaxKB Use Cases
Intelligent Customer Service
MaxKB can be deployed as an intelligent customer service agent, providing accurate and quick responses to customer queries by leveraging its RAG pipelines and knowledge base.
Corporate Internal Knowledge Base
Organizations can use MaxKB to create and manage an internal knowledge base, enabling employees to access and retrieve information efficiently.
Academic Research
Researchers can utilize MaxKB to organize and retrieve academic papers, notes, and other research materials, enhancing productivity and collaboration.
Education
Educational institutions can implement MaxKB to provide students and teachers with a centralized platform for accessing and sharing educational resources.
How to Use MaxKB
Sign up or log in to the MaxKB platform to access the dashboard where you can start setting up your knowledge base.
Upload or synchronize your documents and files to the knowledge base, ensuring they are in supported formats like PDF, DOCX, or Markdown.
Integrate the necessary large language models and embedding models to enhance the retrieval and generation capabilities of your knowledge base.
Configure workflows and applications, setting up multi-route recall and integrating third-party tools like Slack or WeChat Work for seamless operation.
Customize the system settings, including the logo, theme, and user permissions, to align with your organizational needs.
Start using the platform to manage and retrieve knowledge, leveraging the AI-driven features for efficient and intelligent operations.