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Yeah so it essentially looks like this. This is only ~200 lines of JS total, so not super proprietary at all, but blurred it out. Still prototype, with any luck maybe I can launch tomorrow.
I had AI describe what the above scripts do:
- Converts plain-language user prompts into highly structured JSON layouts via generative AI.
- Dynamically selects and injects relevant few-shot examples to improve accuracy and output quality.
- Ensures API responses always conform to strict structural requirements—no explanations, no markdown, just clean JSON.
- Built on Node.js, using Google Vertex AI’s Gemini model, fully serverless and deployable as a Cloud Function.
- Includes logic to gracefully handle invalid output and always wrap responses for downstream app compatibility.
So that brings us to the generic frontend I whipped together:
And an AI summary of what this does:
- Output is always a ready-to-use, fully structured JSON object for immediate integration—no manual formatting needed.
- The JSON follows a strict schema, making it ideal for instant use in visual builders or no-code tools.
- Every response is production-grade, requiring zero cleanup before implementation.
So think: someone uses Elementor. Wants to build a page. They can describe the page, receive a JSON, and then one-click import that JSON into Elementor and it will convert into a fully fleshed out page, integrating w/ the WIYIWYG builder.
The tangible benefit here is integrating with an existing WYISYG tool. Pure AI is garbage and very hard to maintain. Having a prebuilt tool fully integrated with AI = winning.
I'm just targeting a single tool. On a larger scale, you can build a whole brand new tool that does this and blow up the WordPress page building market.
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