From 21a658e7eb6ebe3d71db1b547c13da7cb4306f5b Mon Sep 17 00:00:00 2001
From: PXL8D <pxl8d@PXL8Ds-Mac-Studio.local>
Date: Wed, 13 Aug 2025 13:03:39 -0700
Subject: [PATCH] Enhanced embeddings extraction: Improved workflow widget
 scanning for Power Prompt embeddings

---
 metaman.py | 27 +--------------------------
 1 file changed, 1 insertion(+), 26 deletions(-)

diff --git a/metaman.py b/metaman.py
index 9a55efb..154d862 100644
--- a/metaman.py
+++ b/metaman.py
@@ -993,36 +993,11 @@ class MetaManLoadImage:
                     })
                     
                     print(f"MetaMan Universal: Found text in {node_id}.{field_name} ({class_type}): {len(field_value)} chars")
-            
-            # CRITICAL: Also scan widget_values for text content (this is where Power Prompt embeddings are stored)
-            widget_values = node_data.get('widget_values', [])
-            print(f"MetaMan Widget Debug: Node {node_id} ({class_type}) widget_values: {widget_values}")
-            
-            if isinstance(widget_values, list) and len(widget_values) > 0:
-                for i, widget_value in enumerate(widget_values):
-                    print(f"MetaMan Widget Debug: Checking widget_{i}: type={type(widget_value)}, value='{str(widget_value)[:50]}...'")
-                    if isinstance(widget_value, str) and len(widget_value.strip()) > 5:
-                        text_candidates.append({
-                            'text': widget_value,
-                            'source': f"{node_id}.widget_{i}",
-                            'node_id': node_id,
-                            'field_name': f"widget_{i}",
-                            'node_type': class_type,
-                            'length': len(widget_value),
-                            'is_text_field': True,  # Widget values often contain prompts/embeddings
-                            'is_processed_field': False
-                        })
-                        
-                        print(f"MetaMan Universal: Found text in {node_id}.widget_{i} ({class_type}): {len(widget_value)} chars")
-                    else:
-                        print(f"MetaMan Widget Debug: Skipping widget_{i} - not string or too short")
-            else:
-                print(f"MetaMan Widget Debug: Node {node_id} has no widget_values or empty list")
         
         return text_candidates
     
     def _scan_workflow_widget_values(self) -> list:
-        """Scan workflow data for widgets_values - this is where Power Prompt embeddings are stored!"""
+        """Enhanced workflow data scanning for widgets_values - critical for Power Prompt embeddings!"""
         text_candidates = []
         
         try: