Structured LLM Output → HTML Form

Turn a JSON schema or LLM object output into a rendered HTML form.

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Structured LLM output → HTML form

When you extract structured data with an LLM — using a JSON Schema or a function / tool definition — you usually need a UI for a human to review and edit the result. Hand-building that form for every schema is repetitive. This tool reads your JSON Schema or a sample object and instantly generates a matching, interactive HTML form, then hands you the markup to drop into an admin panel.

How it works

The tool first decides what you gave it: if the JSON has a top-level properties object, it is parsed as JSON Schema and each property contributes a field driven by its type, optional enum, and description. Otherwise the input is treated as a sample object and the field type is inferred from each value — strings become text inputs (long strings become textareas), numbers become number inputs, booleans become checkboxes, and arrays render as a comma-separated text field. Any property with an enum becomes a <select>. The form is rendered live so you can interact with it, and a Copy HTML button emits clean, framework-agnostic markup with proper labels and name attributes.

Tips and notes

  • Schema beats sample. A JSON Schema gives you enums, descriptions, and explicit types, producing a richer form than inferring from a single sample.
  • Long strings get textareas. Values over ~60 characters render as a multi-line field automatically, which is right for descriptions and bodies.
  • Names come from keys. The generated name attributes match your property keys, so wiring the form back to your data model is direct.
  • Everything is local. No data leaves your browser.
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