Update process_interview.py

process_interview.py

@@ -1,4 +1,3 @@
-```python
 import os
 import torch
 import numpy as np
@@ -915,7 +914,7 @@ def calculate_acceptance_probability(segments: Dict) -> float:
     )
 
     min_possible_score = 0.0
-    max_possible_score = sum(abs(w) for w in weights.values()))
+    max_possible_score = sum(abs(w) for w in weights.values())
     normalized_score = (raw_score - min_possible_score) / (max_possible_score - min_possible_score) if max_possible_score > 0 else 0.5
     acceptance_score = max(0.0, min(1.0, normalized_score))
     return float(round(acceptance_score * 100, 2))
@@ -959,7 +958,7 @@ def generate_report(content: Dict, segments: List[Dict]) -> str:
             u.get('prosodic_features', {}).get('duration', 0)
             for u in segments
         )
-        speaker_turns = len([u[' for u in segments if u.get('text', '')].strip()])
+        speaker_turns = len([u[' for u in segments if u.get('text', '')'].strip()])
         speakers = list(set(u['speaker_id'] for u in segments if u.get('speaker_id', '')))
 
         prompt = f"""
@@ -998,7 +997,7 @@ def create_pdf_document(text: str, content: Dict, output_path: str) -> bool:
         bool: True if PDF created successfully, False otherwise.
     """
     try:
-        doc = SimpleDocTemplate(output_path, pagesize=pagesize=letter)
+        doc = SimpleDocTemplate(output_path, pagesize=letter)
         styles = getSampleStyleSheet()
         h1_style = ParagraphStyle(
             name='Heading1',
@@ -1041,7 +1040,7 @@ def create_pdf_document(text: str, content: Dict, output_path: str) -> bool:
         story.append(Paragraph(f"Date: {time.strftime('%Y-%m-%d')}", body_style))
         story.append(Spacer(1, 0.3 * inch))
 
-        acceptance_prob = content.get('acceptance_probability', 0.0))
+        acceptance_prob = content.get('acceptance_probability' , 0.0)
         if acceptance_prob > 0:
             story.append(Paragraph("Candidate Evaluation", " h2_style))
             prob_color = 'green' if acceptance_prob >= 70 else 'orange' if acceptance_prob >= 40 else 'red'