Infrastructure

    System Architecture

    Understand the inner workings of the Stellar Intelligence X RAG engine and how it routes natural language to validated SQL or Secure Federated API clusters.

    The Neural Reasoning Loop

    Stellar uses a multi-stage orchestration pipeline to ensure maximum accuracy and security. Every interaction decants through the following workflow:

    Context Injection

    We don't just send your schema. We inject semantic business rules and table relationships to guide the AI's logic.

    AST Filter

    Before the AI sees the prompt, we strip out any tables or columns blocked by your dynamic Nested Logic Ruleset.

    SQL Guardrails

    Every generation evaluates against strict Read-Only mathematical tree validators before leaving the application sandbox safely.

    Execution Topology

    1

    Neural Prompt Synthesis

    The system constructs an optimized context payload containing physical schema, semantic business terms, and AST Governance constraints.

    2

    The Guardrail Gateway

    The SQLGuardrail interceptor isolates read-unsafe operations. It parses target schema requirements. Based on workspace routing, it either prepares Direct DB dispatch or routes to Federated Edge Connectors.

    3

    Data Hydration

    Raw data is structurally mapped. The resulting multidimensional JSON is aggregated, cached instantly, and rendered back as human-readable UI conversational charts via Widget Streams.