⚙️ SETUP & QUICK START GUIDE
1️⃣ GET YOUR API KEY (FREE)
Go to https://console.groq.com/keys, create a key, and copy it.
In the Plugin Settings, paste it in the "Authorization" fields with this format:
👉 Bearer gsk_your_key_here_...
(Don't forget the word 'Bearer' + space).

2️⃣ HOW TO BUILD A CHATBOT WITH MEMORY (The 2-Step Logic)
To make the AI remember previous messages, use our Server-Side helper:

Step A: Run Action "Prepare Chat Context (Pro)"
  - User Messages: List of texts (e.g., Current User's Chat Messages' Content)
  - AI Messages: List of texts (e.g., Current User's Chat Messages' AI Response)
  - Current Message: Input's value
  - Max Tokens: 6000 (adjust as needed)

Step B: Run Action "Generate Text (Advanced)"
  - Model ID: meta-llama/llama-4-scout-17b-16e-instruct
  - Json Context List: Result of Step A's json_body

3️⃣ HOW TO USE VISION (IMAGES)
Use the action "Analyze Image (Vision)".
  - Model ID: meta-llama/llama-4-scout-17b-16e-instruct
  - Image URL: Must start with "https://".
  ⚠️ TIP: If using Bubble's file uploader, add "https:" before the dynamic URL.

4️⃣ STRICT JSON MODE (DATA EXTRACTION)
To force the AI to output clean data (for saving to DB):
  1. Set "Output Type" to "json_object".
  2. IMPORTANT: You MUST write in your System Prompt: "You are a JSON generator. Output valid JSON only."
  3. The result will be a parseable JSON text.