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How can we improve the response accuracy of intelligent assistants in specialized areas?

2025-08-27 1.5 K

Domain Enhanced MCP Service Construction Methodology

Professional competency infusion is available through MCPify.ai:

  • Method 1: Vertical Area Templates
    Use of specialized templates such as the pre-defined "Financial Toolkit" is built-in:
    • Industry Standard Data Model
    • Connection to authoritative data sources
    • Domain Terminology Mapping Table
  • Method 2: Knowledge base reinforcement
    Describe requirements such as "Need MCP service to connect to the company's product knowledge base", system support:
    • Markdown/PDF document parsing
    • Intelligent vectorization
    • Dynamic Search Enhancement
  • Method 3: Real-time validation mechanisms
    Build services with validation logic, e.g., "Medical Q&A services need to verify the latest treatment guidelines first," which is configurable by the platform:
    • Cross-validation of data from multiple sources
    • Timeliness check
    • confidence interval (math.)

It is recommended to continuously optimize with the dynamic adjustment function, and the system will keep the version history for easy traceability.

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