docs: Update AI Assistant page

docs/source/guide/ask_ai.md

@@ -1,36 +1,65 @@
 ---
-title: About AI Features - Beta 🧪
-short: AI features
+title: AI Assistant - Beta 🧪
+short: AI Assistant
 tier: enterprise
 type: guide
 order: 0
 order_enterprise: 356
-meta_title: About AI features 
+meta_title: About AI Assistant 
 meta_description: Information about using the AI features in Label Studio
 section: "Manage Your Organization"
 date: 2025-01-28 16:40:16
 ---
 
-AI features in Label Studio use an LLM that has been trained on our documentation, codebase, and several other Label Studio resources. 
+The Label Studio AI Assistant is an OpenAI LLM that has been trained on the Label Studio documentation, codebase, and several other Label Studio resources.
 
-You can use AI to create or refine your labeling configuration. Instead of manually building labeling interfaces or project instructions from scratch, you can prompt the AI with a description of what your labeling project needs, and the AI generates a suggested configuration. 
+## Use AI Assistant for project setup 
 
+Instead of manually building labeling interfaces or project instructions from scratch, you can prompt the AI with a description of what your labeling project needs and what you want annotators to be able to select. 
 
-## What models do you use?
+You can interact with this as you would a chat, meaning that you can build off your previous instructions and request changes. 
 
-We use a combination of Open Source LLMs hosted by HumanSignal and hosted LLMs from OpenAI's GPT series of models.
+![Screenshot of AI Assistant for labeling configs](/images/admin/ai-project.png)
 
-## What data is used to generate answers?
 
-Only the data you provide in the chat window is used to generate responses, this includes:
+## Use AI Assistant for general help
+
+You can also use AI Assistant to ask for troubleshooting and general help with Label Studio.  
+
+![Screenshot of AI Assistant for labeling configs](/images/admin/ai-ask.png)  
+
+
+## AI Assistant FAQ
+
+### How do I enable or disable AI Assistant?
+
+Your organization can enable AI Assistant from the **Organization > Billing & Usage** page. 
+
+!!! note
+    Only users in the Owners role have access to view and modify this page. 
+
+![Screenshot of settings](/images/admin/ai-settings.png) 
 
-• All chat messages
-• Task samples you have uploaded
-• The current labeling config
+* **Enable AI Features**--This enables AI Assistant for your labeling interface configuration. 
+* **Early Adopter**--If AI features are enabled, this also ensures you can use the AI Assistant for general Label Studio help. 
 
-Only the chat history, tasks, and labelling configuration from the current project are used.
+### What models do you use?
 
-## How is my data used to train models?
+We use OpenAI Tier 5 models, primarily gpt-4o and o3-mini. 
+
+### Do all your AI features use the same backend?
+
+Yes. 
+
+### What data is used to generate answers?
+
+Only the data you provide in the chat window is used to generate responses, this includes:
+
+* All chat messages
+* Task samples you have uploaded
+* The current labeling config
+
+### How is my data used to train models?
 
 The model is trained on public resources like our documentation, codebase, blog, and website. We also train it on additional examples we've written specifically for the the model. 
 
@@ -40,10 +69,6 @@ We track requests to our AI to use as quality control, but they are only used to
 
 All tracked data is covered by our industry-leading [security and privacy policies](https://humansignal.com/security/).
 
-## How do I enable or disable AI features?
-
-You can enable AI features from the **Organization > Billing & Usage** page. Only users in the Owners role have access to view and modify this page. 
-
-## HIPAA compliance
+### Is it HIPAA compliant?
 
 Your Business Associate Agreement (BAA) does not cover these features. If you are required to comply with HIPAA, we recommend that you disable Ask AI.