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Enhanced embeddings extraction: Improved workflow widget scanning for Power Prompt embeddings

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PXL8D
2025-08-13 13:03:39 -07:00
parent e3483e5a64
commit 21a658e7eb
1 changed files with 1 additions and 26 deletions
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metaman.py
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@@ -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: