
What is MasterAgent?
MasterAgent is the world's first L4-level multi-intelligent body generation and collaboration platform launched by Shenzhen Shenyuan Artificial Intelligence, which is a "result delivery system" in the AI era. Through Master Builder engine, MasterAgent realizes "generating a digital team in one sentence", disassembles and assigns complex tasks to multiple professional intelligences to complete them collaboratively, and the compliance rate of complex commands is as high as 99%. The core technology includes 100% localized self-developed architecture, leading engineering capability, and powerful scenario solution capability. The core technologies include 100% fully localized self-developed architecture, leading engineering capability, and strong scene solution capability. It has autonomous learning and evolution capabilities, supports domain fine-tuning technology, and the knowledge base and skill model are automatically updated weekly.

Main functions of MasterAgent
- Complex Task Decomposition and Intelligent Body Cluster GenerationMasterAgent can automatically break down complex tasks into multiple sub-tasks and generate clusters of different specialized intelligences. For example, if the user inputs "analyze the top 5 Hong Kong stocks and issue an investment strategy report", the system will quickly generate "data collection expert", "financial analysis expert", "strategy report expert" and other intelligences to complete the task. The system will quickly generate "data collection expert", "financial analysis expert", "strategy report expert" and other intelligent bodies to accomplish the task.
- Efficient collaboration and dynamic schedulingMasterAgent supports decentralized autonomous collaboration of intelligence clusters through the Agent Group engine, which can dynamically optimize the task allocation strategy according to the task demand. Complex instruction compliance rate is as high as 99%, and the improved PBFT protocol realizes fast consensus, avoiding "internal consumption" in multi-intelligent body systems.
- Autonomous Learning and Evolution: MasterAgent is equipped with self-evolution capability, knowledge base and skill models are automatically updated weekly, and performance is continuously improved through reinforcement learning and incremental training. It supports domain fine-tuning technology (e.g. LoRA/Adapter) to quickly adapt to the specialized needs of different industries.
- Generate a professional workforce with one clickMasterAgent can generate clusters of specialized intelligences in minutes after users input their needs in natural language. For example, in the real estate analysis scenario, after the user inputs the demand for purchasing a house, the system will generate intelligent bodies such as screening properties, evaluating prices, analyzing commuting, etc., and collaborate to provide solutions.
- AI-driven full process automation: MasterAgent's workflow itself is AI-driven, generating executive intelligence to manipulate graphical user interfaces (GUIs), enabling end-to-end automation from software to web pages, and completely bridging the barriers of the digital world.
- High compatibility and customizationMasterAgent supports enterprises to access their own knowledge base or intelligences to quickly adapt and expand into a more powerful agent team. The generated intelligences are reusable, evolvable and learnable to meet individualized needs.
MasterAgent official website address
- Official website address:: https://master-agent.cn/
How to use MasterAgent
- Access platforms: Visit MasterAgent's website and request an invitation code to try it out.
- Enter mission and objectives: Define the core business objectives that the intelligences are required to accomplish, such as "Automatically generate weekly sales performance analysis reports".
- Create intelligences and configure rolesCreate a new intelligence in the platform, name it and set a clear role, such as "Sales Data Analyst", so that the big model can better understand its responsibilities.
- Select and configure tools: According to the task requirements, select the necessary tools for the intelligent body from the tool square, such as "database connection tools", "data analysis tools", "file reading and writing tools", and so on.
- Visualize orchestration workflows: Design the work steps of an intelligent body by dragging, dropping and connecting them in a visual process editor, for example:
开始 -> 连接销售数据库 -> 执行SQL查询 -> 调用数据分析工具进行处理 -> 调用大模型生成分析文案 -> 将结果写入Word文档 -> 结束
- Debugging and Optimization: Run single-step or complete debugging of the built workflow within the platform, check whether the output of each step meets the expectation, and optimize the process or cue words according to the result.
- Publishing and IntegrationAfter debugging, the intelligent body will be published as a standard API interface with one click, and the business system (such as OA, CRM) can trigger the automation process by calling the API, realizing the seamless integration of AI capability.
Core Benefits of MasterAgent
- Self-directed learning and generalization skills: MasterAgent reaches the L4 level, possesses autonomous learning and generalization capabilities, and is able to apply the learned knowledge more widely and generalize it in different contexts, approaching human cognitive capabilities.
- Multi-intelligence Autonomous CollaborationThe Agent Group engine breaks the traditional "centralized control" model of AI, allowing hundreds of intelligences to work together in a "decentralized autonomy" model.
- Master Builder ArchitectureThe company supports users to customize and deploy "intelligent body assistant clusters" through natural language commands in minutes, increasing development efficiency by tens of times.
- Dynamic evolutionary capacity: The system automatically updates the knowledge base and skill model on a weekly basis, optimizes task allocation through reinforcement learning, and is able to migrate experience from one domain to a new scenario.
- Fully autonomous technological genesThe 100% has been independently developed from the underlying architecture to the training data, completely getting rid of the dependence on overseas big models and arithmetic power.
- Efficient Collaboration and Development: Supports parallel collaboration of hundreds of intelligences, increasing development efficiency by tens of times over traditional models.
- Deeply adapted to domestic needsThe company is able to deeply adapt to the domestic data security and compliance requirements, and provide reliable intelligent body solutions for the fields with extremely high data sensitivity.
Application Scenarios for MasterAgent
MasterAgent's application scenarios include: Intelligent investment, where multiple intelligences can synchronize data mining, risk assessment and investment advice, and predict the fluctuation range of stock prices. Intelligent diagnosis, the system can automatically match the diagnosis and treatment plan according to the patient's symptoms, and prejudge the development trend of the condition of seriously ill patients. Customized itinerary, generating a detailed travel itinerary plan based on conditions such as origin, destination, budget, and points of interest. Industrial process optimization, collaborating with multiple sub-intelligences (e.g., planning, scheduling, sensing, and other roles) to enhance the overall intelligent execution capability of the system.
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