Add function_id tracking and enable JSON mode for all AI functions

backend/igny8_core/modules/system/management/__init__.py

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+# Management commands for system module
+

backend/igny8_core/modules/system/management/commands/__init__.py

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+# Management commands
+

backend/igny8_core/modules/system/management/commands/update_default_prompts.py

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+"""
+Management command to copy prompt values from database and update default prompts in code
+"""
+from django.core.management.base import BaseCommand
+from igny8_core.modules.system.models import AIPrompt
+
+
+class Command(BaseCommand):
+    help = 'Copy prompt values from database and update default prompts in prompts.py'
+
+    def handle(self, *args, **options):
+        prompt_types = ['clustering', 'ideas', 'content_generation']
+        
+        self.stdout.write("Fetching prompts from database...")
+        
+        prompts_data = {}
+        for prompt_type in prompt_types:
+            try:
+                # Get the first active prompt for this type (assuming there's one per account or we take the first)
+                prompt = AIPrompt.objects.filter(
+                    prompt_type=prompt_type,
+                    is_active=True
+                ).first()
+                
+                if prompt:
+                    prompts_data[prompt_type] = prompt.prompt_value
+                    self.stdout.write(
+                        self.style.SUCCESS(
+                            f"✓ Found {prompt_type} prompt (ID: {prompt.id}, Account: {prompt.account_id if hasattr(prompt, 'account') else 'N/A'})"
+                        )
+                    )
+                else:
+                    self.stdout.write(
+                        self.style.WARNING(
+                            f"⚠ No active prompt found for {prompt_type}"
+                        )
+                    )
+            except Exception as e:
+                self.stdout.write(
+                    self.style.ERROR(
+                        f"✗ Error fetching {prompt_type}: {str(e)}"
+                    )
+                )
+        
+        # Print the prompts for manual copying
+        self.stdout.write("\n" + "="*80)
+        self.stdout.write("PROMPT VALUES FROM DATABASE:")
+        self.stdout.write("="*80 + "\n")
+        
+        for prompt_type, prompt_value in prompts_data.items():
+            self.stdout.write(f"\n# {prompt_type.upper()}")
+            self.stdout.write(f"'{prompt_type}': \"\"\"{prompt_value}\"\"\",")
+        
+        self.stdout.write("\n" + "="*80)
+        self.stdout.write("Copy the above prompts and update prompts.py DEFAULT_PROMPTS")
+        self.stdout.write("="*80)
+