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.

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

Flow

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

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.