Lumineth
EN
Get in touch

An AI assistant in your site’s admin, answering from the guides

On every screen of Lumineth Hub, the “Help” button answers in two stages: a search through the Hub’s guides, then, if that is not enough, Claude Haiku 4.5, Anthropic’s model, answering from the passages found. When the answer is uncertain, the question reaches me and I reply.

Lumineth Hub · Under the hood

  • Claude Haiku 4.5 (Anthropic)
  • Anthropic API
  • Guide search (PHP)
  • Data masking
  • Cap and circuit breaker
Lumineth Hub My questions screen: a question asked and its automatic answer, with the guide it cites

Real screenshot of the Hub, demonstration data.

The answer on the screen where you need it

Right away

Without leaving the screen

You ask your question in your own words, at the bottom right of the screen you are working on.

Sourced

The guide cited

Every automatic answer shows its sources. You open the guide if you want the detail.

Human relay

I take over

If no guide answers, the question reaches me. You are notified by e-mail and the answer appears in “My questions”.

Tracking

Everything in one place

“My questions” and “My notes” keep the state of each request and my answer.

How it works

From a question to its answer, in two stages

  1. You ask

    “Help” button at the bottom right of every screen, question written in your own words.

    Admin React
  2. The Hub protects

    Phone numbers and e-mail addresses are masked before any processing.

    Automatic masking
  3. Stage 1: the guides

    A search through the Hub’s guides, without AI, with a readable score.

    PHP search
  4. Stage 2: Claude

    If the search is not enough, Claude answers from the passages found, with sources cited.

    Claude Haiku 4.5 · Anthropic API
  5. Relay to me

    Answer uncertain: the question reaches me, and my reply waits for you in “My questions”.

    E-mail · My questions

Under every automatic answer, two buttons: “That answers it” or “That doesn’t answer it”. If the model is unavailable or the cap is reached, the help continues with the guides alone, with no error message.

Technologies

Under the hood, piece by piece

First a search with no AI, then an AI model kept to the guides. Each component, and what it does for you.

  • AI

    Claude Haiku 4.5 (Anthropic)

    Drafts a short answer from the guide passages found.

  • Provider

    Anthropic API

    The Hub calls the model directly, with no intermediary tool.

  • Search

    Guide search (PHP)

    Finds the right guide without AI, with a score that can be explained.

  • Privacy

    Data masking

    Strips phone numbers and e-mails from the question before any processing.

  • Costs

    Cap and circuit breaker

    Limits AI spending; beyond it, the help carries on with the guides alone.

  • Content

    18 dated guides

    One guide per Hub topic, each with its last-checked date.

  • Notes

    “Note” button

    Sends a change request, with the screen’s address attached.

This module’s AI: Claude Haiku 4.5, Anthropic’s model, called through the Anthropic API. It only steps in at the second stage and only answers from the guides it cites; when the answer is not certain, the question goes to me instead of a guess. Elsewhere in the Hub, Claude Sonnet suggests new titles and descriptions for Google every week, which a person accepts or declines.

Shared foundation · PHP 8.2 · Twig 3 · MySQL, one database per site · admin React 19 + TypeScript · nginx HTTP/2 · monitored servers · encrypted nightly backups, copied off the server

Answers drawn from the guides, with me as a relay

Your data

Masked before sending

Numbers and e-mails are stripped from the question before the search and before the AI.

Answers

Kept to the guides

Checks verify that the answer rests on the guides it cites.

Uncertainty

Passed on, not guessed

When the answer is not certain, the question reaches me instead of an approximate answer.

Costs

Spending capped

A cap and a circuit breaker limit calls to the model, with no retry loop.

Continuity

The help stays open

If the model does not answer, the guide search carries on, with no error on screen.

History

Kept for 18 months

“My questions” keeps each one’s state: resolved, passed on, answered.

Frequently asked questions

What does the AI assistant do when it is not sure of the answer?

It does not guess. The question is passed on to me, the “Passed on” badge appears, and you are notified by e-mail when my answer is waiting for you in “My questions”.

Is this a chatbot for my site’s visitors?

No. The assistant is for the people who run the site, inside the Hub’s admin. Your visitors never see it.

Which AI model answers?

First a search through the guides, with no AI. If that is not enough, Claude Haiku 4.5, from Anthropic, called through the Anthropic API.

Is my data sent to the AI?

Phone numbers and e-mail addresses are masked before any processing. It is still best not to write customers’ names in the question.

What is the difference between “Help” and “Note”?

“Help” answers “how do I do this”. “Note” is for requesting a change or flagging an issue: the screen’s address is attached and I answer in “My notes”.

Where do I find my questions?

In “My questions”, under the “Help” menu, with each one’s state. They are kept for 18 months.

Let’s talk about your future admin

Tell me who will be updating your site day to day. I will get back to you within 24 working hours.