Pipeline Algorithm

• Basic CRUD Operations

  1. Create

     1. The frontend
        • Opens the Prompt Registry pane
        • Validates the payload before sending it to the server
        • Sends a POST request to the backend
     2. The backend
        • receives the request
        • Validates the payload
        • Stores the record in the database
        • Sends a response to the frontend
     3. The frontend
        • Receives the response from the backend
        • Notifies the user of succes or failure

  2. Read

     1. The frontend
        • Opens the Prompt Registry pane
        • Sends a GET request to the backend, requesting data
     2. The backend
        • Receives the request
        • Validates the payload
        • Fetches the record from the database
        • Sends a response to the frontend
     3. The frontend
        • Receives the response from the backend
        • Hydrates the Promp Registry

  3. Update

     1. The frontend
        • Opens the Prompt Registry pane
        • Makes local changes to an existing record
        • Validates the payload before sending it to the server
        • Sends an UPDATE request to the backend
     2. The backend
        • Receives the request
        • Validates the payload
        • Updates the record in the database
        • Sends a response to the frontend
     3. The frontend
        • Receives the response from the backend
        • Notifies the user of success or failure

  4. Delete

     1. The frontend
        • Opens the Prompt Registry pane
        • Locates an existing record
        • Validates the payload before sending it to the server
        • Sends a DELETE request to the backend
     2. The backend
        • Receives the request
        • Validates the payload
        • Deletes the record from the database
        • Sends a response to the frontend
     3. The frontend
        • Receives the response from the backend
        • Notifies the user of success or failure

• Compiler Job

  1. Frontend Initialization

     • Opens the compiler configuration pane and establishes settings.
     • Opens the terminal and selects the target script.
     • Validates the payload data structure.

  2. Job Dispatch

     • Frontend transmits the payload to the server via HTTP POST.
     • Server receives and validates the incoming payload.
     • Server responds with a unique Job ID and begins asynchronous execution.
     • Frontend subscribes to the task by initiating a polling loop (HTTP GET) using the Job ID.

  3. Native Compilation

     • Server passes the validated payload to the C++ compiler via Pybind11.
     • Compiler executes the pipeline and saves output artifacts to disk.
     • Compiler returns the execution manifest back across the Pybind11 boundary.

  4. State Synchronization

     • Backend receives the manifest and persists it to the database.
     • Frontend polling loop detects the job status transition from "building" to "success".
     • Frontend issues a final GET request to fetch the manifest and hydrate the interface.

• Neural Request

  1. Frontend Initialization

     • Opens the prompt dashboard.
     • Selects a designated PromptPair and target Python script.
     • Validates the payload data structure.

  2. Backend Dispatch

     • Frontend transmits the payload to the server via HTTP POST.
     • Backend receives and validates the incoming request.
     • Backend persists the initial payload state in the database.

  3. LLM Execution & Persistence

     • Backend routes the payload to the designated local LLM server via HTTP POST.
     • LLM server processes the prompt and returns the generated inference.
     • Backend receives the inference result and updates the database record.

  4. State Synchronization

     • Backend returns the final inference response to the frontend.
     • Frontend renders the comparative results within the dual-pane Inference Window.