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AI Glossary+ for Confluence

Universal basic glossary combining human definitions with AI powered by ChatGPT


🔴 DEMO static screenshot while awaiting public Forge apps.





  1. Open

  2. Click the Get it now button in the top right.

  3. Install to your Confluence instance.

Getting Started

context Highlight terms on a page, click the dropdown and select AI Glossary+

macro Type /aiglossary in the editor and select AI Glossary+

admin Click Apps then AI Glossary+ in the top navbar to view and approve human glossary definitions.


Click Next below to step through all of the features and configuration options...


Exceeds the highest of security and data privacy standards:

  • 100% Cloud Fortified!

  • No data is accessed or processed within your Confluence instance.

  • Glossary definitions are only saved within your Confluence instance using Atlassian’s platform storage API.

  • Prompts are anonymized and stored in a secure external database to improve the AI model via fine-tuning.

  • App runs server-side on Atlassian’s Forge platform.

  • No token/secret storage.

  • Ongoing vulnerability testing.

data flow diagram

apps+ details

Transparent technical details of the secure data flows in/out of Apps+


Text highlighted by the user.

Where running on Cloudflare.


Sent to OpenAI GPT-4 model to return AI glossary definition of highlighted words.


Refer to the OpenAI usage policies for more details.


Admin-entered email and user-submitted definitions if selected in configuration.

Where running on Cloudflare.


SendGrid handles our email notification system for new form responses.


Refer to the SendGrid policies for more details.


{app, host, user, prompt, result, timestamp}


Cloudflare Workers KV.


host and user are anonymous Atlassian IDs. The prompt is also anonymized.


Yep! You can access the configuration options via two methods:

  1. Apps in top navbar, click AI Glossary+ and then click the settings gear icon.

  2. Apps in top navbar, then Manage apps, find AI Glossary+ and click the Configure button.

Then toggle enable the notifications, add your email and a custom subject line.

AI can be brilliant when it works, but often it'll return unexpected results. Here’s some tips:

  • Try highlighting a smaller text selection.

  • Avoid highlighting non-alphanumeric characters.

  • If you still have problems, contact


Our team provide fast 24/7 support. We typically respond within minutes-hours and aim to resolve any problems in the same day.

✅ Any questions

✅ Technical support

✅ Feature requests


🕓 Mon-Sun 24hrs

🌏 Sydney, Australia


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