fixes of ai toke limit standrd 8192

backend/igny8_core/ai/ai_core.py

@@ -853,10 +853,10 @@ class AICore:
         return 0.0
     
     # Legacy method names for backward compatibility
-    def call_openai(self, prompt: str, model: Optional[str] = None, max_tokens: int = 4000,
+    def call_openai(self, prompt: str, model: Optional[str] = None, max_tokens: int = 8192,
                     temperature: float = 0.7, response_format: Optional[Dict] = None,
                     api_key: Optional[str] = None) -> Dict[str, Any]:
-        """Legacy method - redirects to run_ai_request()"""
+        """DEPRECATED: Legacy method - redirects to run_ai_request(). Use run_ai_request() directly."""
         return self.run_ai_request(
             prompt=prompt,
             model=model,

backend/igny8_core/ai/settings.py

@@ -99,8 +99,8 @@ def get_model_config(function_name: str, account) -> Dict[str, Any]:
         # MODEL_RATES not available - skip validation
         pass
     
-    # Get max_tokens and temperature from config (with reasonable defaults for API)
-    max_tokens = config.get('max_tokens', 16384)  # Maximum for long-form content generation (2000-3000 words)
+    # Get max_tokens and temperature from config (standardized to 8192)
+    max_tokens = config.get('max_tokens', 8192)  # Standardized across entire codebase
     temperature = config.get('temperature', 0.7)  # Reasonable default
     
     # Build response format based on model (JSON mode for supported models)

backend/igny8_core/utils/ai_processor.py

@@ -1,9 +1,18 @@
 """
-AI Processor - Unified AI interface for content generation, images, clustering
-Based on reference plugin's OpenAI integration (ai/openai-api.php)
-Matches exact endpoints and request formats from reference plugin.
+AI Processor - LEGACY - Use igny8_core.ai.engine.AIEngine instead
+
+DEPRECATION WARNING: This module is deprecated and maintained only for:
+1. MODEL_RATES constant (imported by settings.py and integration_views.py)
+2. Integration test views
+
+For all AI function execution, use the new AI framework:
+- igny8_core.ai.engine.AIEngine
+- igny8_core.ai.functions.*
+
+This file will be removed in a future version after extracting MODEL_RATES to constants.py.
 """
 import logging
+import warnings
 import json
 import re
 import requests
@@ -434,7 +443,7 @@ class AIProcessor:
         self,
         prompt: str,
         model: Optional[str] = None,
-        max_tokens: int = 4000,
+        max_tokens: int = 8192,
         temperature: float = 0.7,
         **kwargs
     ) -> Dict[str, Any]:
@@ -528,7 +537,7 @@ Make sure each prompt is detailed enough for image generation, describing the vi
             )
             
             # Call OpenAI to extract prompts
-            result = self.generate_content(prompt, max_tokens=1000, temperature=0.7)
+            result = self.generate_content(prompt, max_tokens=8192, temperature=0.7)
             
             if result.get('error'):
                 return {'error': result['error']}
@@ -1130,7 +1139,7 @@ Make sure each prompt is detailed enough for image generation, describing the vi
             result = self._call_openai(
                 prompt,
                 model=active_model,  # Explicitly pass to ensure consistency
-                max_tokens=3000,
+                max_tokens=8192,
                 temperature=0.7,
                 response_format=response_format,
                 response_steps=response_steps
@@ -1337,7 +1346,7 @@ Make sure each prompt is detailed enough for image generation, describing the vi
         result = self._call_openai(
             prompt,
             model=active_model,  # Explicitly pass to ensure consistency
-            max_tokens=4000,
+            max_tokens=8192,
             temperature=0.7,
             response_format=response_format
         )