Update config.py

config.py

@@ -1,6 +1,8 @@
 """
-Configuration file for Frame 0 Laboratory for MIA
-BAGEL 7B integration with FLUX prompt optimization
+Configuration file for Phramer AI
+By Pariente AI, for MIA TV Series
+
+Multimodal tool with BAGEL integration and professional photographic prompt optimization
 """
 
 import os
@@ -9,10 +11,13 @@ from typing import Dict, Any
 
 # Application Configuration
 APP_CONFIG = {
-    "title": "Frame 0 Laboratory for MIA",
-    "description": "Advanced image analysis with BAGEL 7B and FLUX prompt optimization",
+    "title": "Phramer AI",
+    "description": "Multimodal tool that reads images and turns them into refined, photo-realistic prompts. Ready for Midjourney, Flux or any generative engine.",
     "version": "2.0.0",
-    "author": "Frame 0 Laboratory for MIA"
+    "author": "Pariente AI",
+    "project": "MIA TV Series",
+    "tagline": "By Pariente AI, for MIA TV Series",
+    "logline": "Phramer AI is a multimodal tool that reads an image and turns it into a refined, photo-realistic prompt. Ready for Midjourney, Flux or any generative engine."
 }
 
 # BAGEL Model Configuration
@@ -105,7 +110,7 @@ PROCESSING_CONFIG = {
     "timeout_seconds": 120  # Increased for BAGEL processing
 }
 
-# FLUX Prompt Rules
+# Prompt Optimization Rules for Multi-Engine Compatibility
 FLUX_RULES = {
     "remove_patterns": [
         r',\s*trending on artstation',
@@ -122,33 +127,54 @@ FLUX_RULES = {
         "portrait": ", Shot on Hasselblad X2D 100C, 90mm f/2.5 lens at f/2.8, professional portrait photography",
         "landscape": ", Shot on Phase One XT, 40mm f/4 lens at f/8, epic landscape photography", 
         "street": ", Shot on Leica M11, 35mm f/1.4 lens at f/2.8, documentary street photography",
+        "cinematic": ", Shot on ARRI Alexa LF, 35mm anamorphic lens, cinematic lighting",
+        "architectural": ", Shot on Canon EOS R5, 24-70mm f/2.8 lens at f/8, architectural photography",
         "default": ", Shot on Phase One XF IQ4, 80mm f/2.8 lens at f/4, professional photography"
     },
     
     "lighting_enhancements": {
         "dramatic": ", dramatic cinematic lighting",
         "portrait": ", professional studio lighting with subtle rim light",
+        "cinematic": ", moody cinematic lighting with practical lights",
+        "natural": ", natural lighting with soft shadows",
         "default": ", masterful natural lighting"
+    },
+    
+    "style_enhancements": {
+        "photorealistic": ", photorealistic, ultra-detailed",
+        "cinematic": ", cinematic composition, film grain",
+        "commercial": ", commercial photography style",
+        "editorial": ", editorial photography style",
+        "fine_art": ", fine art photography"
     }
 }
 
-# Scoring Configuration
+# Enhanced Scoring Configuration with Professional Photography Criteria
 SCORING_CONFIG = {
     "max_score": 100,
     "score_weights": {
-        "prompt_quality": 0.3,
+        "prompt_quality": 0.25,
         "technical_details": 0.25,
-        "artistic_value": 0.25,
-        "flux_optimization": 0.2
+        "professional_photography": 0.25,
+        "multi_engine_optimization": 0.25
     },
     
     "grade_thresholds": {
         95: {"grade": "LEGENDARY", "color": "#059669"},
         90: {"grade": "EXCELLENT", "color": "#10b981"},
-        80: {"grade": "VERY GOOD", "color": "#22c55e"},
-        70: {"grade": "GOOD", "color": "#f59e0b"},
-        60: {"grade": "FAIR", "color": "#f97316"},
-        0: {"grade": "NEEDS WORK", "color": "#ef4444"}
+        85: {"grade": "VERY GOOD", "color": "#22c55e"},
+        75: {"grade": "GOOD", "color": "#84cc16"},
+        65: {"grade": "FAIR", "color": "#f59e0b"},
+        50: {"grade": "NEEDS WORK", "color": "#f97316"},
+        0: {"grade": "POOR", "color": "#ef4444"}
+    },
+    
+    "professional_criteria": {
+        "camera_equipment": ["Canon", "Sony", "Leica", "Hasselblad", "Phase One", "ARRI"],
+        "lens_specifications": ["f/", "mm", "anamorphic", "telephoto", "wide-angle"],
+        "lighting_techniques": ["cinematic", "dramatic", "natural", "studio", "rim light"],
+        "composition_rules": ["rule of thirds", "leading lines", "depth of field", "bokeh"],
+        "technical_settings": ["aperture", "ISO", "shutter speed", "exposure"]
     }
 }
 
@@ -162,11 +188,84 @@ ENVIRONMENT = {
     "space_author": os.getenv("SPACE_AUTHOR_NAME", "")
 }
 
-# BAGEL Inference Prompts
+# Enhanced BAGEL Prompts for Professional Analysis
 BAGEL_PROMPTS = {
-    "image_analysis": "Describe this image in detail, including objects, people, setting, mood, and visual elements:",
-    "flux_prompt": "Generate a detailed FLUX prompt for this image, focusing on photographic and artistic elements:",
-    "detailed_description": "Provide a comprehensive analysis of this image including composition, lighting, colors, and artistic style:",
+    "multimodal_analysis": """Analyze this image for professional prompt generation. Provide exactly two sections:
+
+1. DESCRIPTION: Create a detailed, flowing paragraph describing the image, including:
+- Image type (photograph, illustration, artwork, scene)
+- Subject matter and composition elements
+- Color palette, lighting conditions, and mood
+- Visual style, artistic elements, and photographic techniques
+- Any cinematic or dramatic qualities
+
+2. CAMERA_SETUP: Recommend professional camera and lens setup based on scene analysis:
+- For portraits: High-end camera with portrait lens (85mm-135mm f/1.4-f/2.8)
+- For landscapes: Medium format with wide lens (24-40mm f/4-f/8)
+- For street/documentary: Compact system with standard lens (35mm-50mm f/1.4-f/2.8)
+- For cinematic scenes: Cinema camera with appropriate lens for mood
+- Include specific aperture, focal length, and shooting considerations
+
+Focus on creating prompts suitable for multiple generative engines (Flux, Midjourney, etc.).""",
+
+    "flux_optimization": """Analyze this image for FLUX prompt generation with professional photography principles:
+
+1. DESCRIPTION: Detailed scene description focusing on:
+- Visual composition and subject placement
+- Lighting quality, direction, and mood
+- Color relationships and tonal values
+- Artistic style and photographic approach
+- Technical qualities that enhance realism
+
+2. CAMERA_SETUP: Professional equipment recommendation:
+- Camera body suitable for the scene type
+- Lens choice with specific focal length and aperture
+- Lighting setup considerations
+- Technical settings for optimal results
+
+Generate content optimized for photorealistic output.""",
+
+    "cinematic_analysis": """Analyze this image for cinematic prompt creation:
+
+1. DESCRIPTION: Focus on cinematic elements:
+- Scene composition and framing
+- Lighting mood and dramatic elements
+- Color grading and visual atmosphere
+- Character positioning and environmental context
+- Storytelling visual cues
+
+2. CAMERA_SETUP: Cinema-grade equipment:
+- Professional cinema camera recommendation
+- Lens choice for cinematic effect
+- Lighting setup for mood and story
+- Technical considerations for film-quality output
+
+Optimize for high-end generative engines with cinematic capabilities."""
+}
+
+# Professional Photography Integration Settings
+PROFESSIONAL_PHOTOGRAPHY_CONFIG = {
+    "enable_expert_analysis": True,
+    "knowledge_base_integration": True,
+    "technical_enhancement": True,
+    "composition_guidance": True,
+    
+    "scene_detection_keywords": {
+        "portrait": ["person", "face", "portrait", "headshot", "model"],
+        "landscape": ["landscape", "nature", "mountain", "sky", "horizon"],
+        "street": ["street", "urban", "city", "documentary", "candid"],
+        "architectural": ["building", "architecture", "structure", "interior"],
+        "cinematic": ["film", "movie", "cinematic", "dramatic", "story"],
+        "commercial": ["product", "commercial", "advertising", "brand"]
+    },
+    
+    "enhancement_priorities": [
+        "technical_accuracy",
+        "professional_terminology", 
+        "equipment_specifications",
+        "lighting_description",
+        "composition_analysis"
+    ]
 }
 
 # Flash Attention Installation Command
@@ -187,5 +286,6 @@ __all__ = [
     "SCORING_CONFIG",
     "ENVIRONMENT",
     "BAGEL_PROMPTS",
+    "PROFESSIONAL_PHOTOGRAPHY_CONFIG",
     "FLASH_ATTN_INSTALL"
 ]