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Natural-Language Agent

The NexaLayer NL Agent is a controlled natural-language operation surface. It parses user input into limited intents, maps them to capabilities, and calls explicit APIs.

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Principles

  • execute supported resource operations only
  • require confirmation for sensitive actions
  • map Intent to Capability before calling an API
  • preserve result context for follow-ups like “pick the second one”
  • prefer entity-aware routing so an IP-specific question does not become a broad list query

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Flow

User input
  -> Intent parsing
  -> Capability mapping
  -> Slot extraction and confirmation
  -> Executor calls API
  -> Formatter returns a natural-language result

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Example

User: What dynamic products are available in the US?
System: Returns a product list and stores it as lastResult.

User: Pick two with the most inventory.
System: Ranks the previous result and recommends two products.

User: Open the first one.
System: Asks for confirmation, then creates a session.
Use NL Agent for console workflows and assisted operations. For production scripts, call the REST API directly.