Technical Features & Development Efficiency

装饰器驱动的开发模式，极大简化智能体工具开发流程

Self-developed MCP Framework

Based on proprietary MCP framework, using @Tool decorators to quickly define agent tools, significantly improving development efficiency.

Standardized Tool Registration & Auto Validation

Support automatic metadata declaration and structured registration of tool capabilities, automatic parameter validation and type checking.

Define Intelligent Services in Few Lines

Minimal development process, define an invocable intelligent service with just a few lines of code, rapid deployment and iteration.

Multi-Agent Collaboration (LAMP Framework)

Patented Technology: Language-enhanced multi-agent collaborative decision system featuring Think-Speak-Decide three-stage reasoning pipeline. Enables semantic communication between agents, continuous reasoning analysis, and multi-source information fusion for intelligent decisions. Supports DAG concurrent scheduling and dynamic replanning, achieving 15-25% improvement in task success rate and 2-5x performance boost.

Decorator-Driven Development

TypeScript

The project uses @Tool decorators to define tools, providing clear metadata declarations:

@Tool({
  name: 'saveMedicalRecord',
  description: 'Save medical record to database/保存电子病历',
  parameters: [
    {
      name: 'tenantId',
      type: 'string',
      description: 'The tenant id/租户id',
      required: true
    }
    // ... 更多参数
  ]
})
export class MedicalRecordTool extends BaseTool {
  // 工具实现
}

Type Safety

Complete TypeScript type support

Auto Validation

Automatic parameter validation and type checking

Core Advantages Summary

Decorator-driven development model allows developers to focus on business logic without worrying about tedious details like tool registration and validation. Declarative development approach greatly improves development efficiency and code maintainability, reducing technical barriers and delivery costs.