Fix missing configuration in README.md and update content

process_interview.py

@@ -23,6 +23,8 @@ from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer, Table, Tabl
 from reportlab.lib.styles import getSampleStyleSheet, ParagraphStyle
 from reportlab.lib.units import inch
 from reportlab.lib import colors
+import matplotlib.pyplot as plt # تم تفعيله
+from reportlab.platypus import Image # تم تفعيله
 # --- End Imports for enhanced PDF ---
 from transformers import AutoTokenizer, AutoModel
 import spacy
@@ -482,28 +484,27 @@ def generate_voice_interpretation(analysis: Dict) -> str:
 
 
 # --- Chart Generation Function ---
-# Removed function as charts are no longer included
 def generate_anxiety_confidence_chart(composite_scores: Dict, chart_path: str):
-   try:
-
-       labels = ['Anxiety', 'Confidence']
-       scores = [composite_scores.get('anxiety', 0), composite_scores.get('confidence', 0)]
+    try:
+        labels = ['Anxiety', 'Confidence']
+        scores = [composite_scores.get('anxiety', 0), composite_scores.get('confidence', 0)]
 
-       fig, ax = plt.subplots(figsize=(4, 2.5))
-       ax.bar(labels, scores, color=['lightcoral', 'lightskyblue'])
-       ax.set_ylabel('Score')
-       ax.set_title('Anxiety vs. Confidence Scores')
-       ax.set_ylim(0, 1.0)
+        fig, ax = plt.subplots(figsize=(4, 2.5))  # Smaller size for embedding in PDF
+        ax.bar(labels, scores, color=['lightcoral', 'lightskyblue'])
+        ax.set_ylabel('Score')
+        ax.set_title('Anxiety vs. Confidence Scores')
+        ax.set_ylim(0, 1.0)  # Assuming scores are normalized 0-1
 
         for i, v in enumerate(scores):
-
             ax.text(i, v + 0.05, f"{v:.2f}", color='black', ha='center', fontweight='bold')
 
-            plt.tight_layout()
-            plt.savefig(chart_path)
-            plt.close(fig)
-   except Exception as e:
-      logger.error(f"Error generating chart: {str(e)}")
+        # هذه الأوامر يجب أن تكون خارج الـ loop عشان يتم تنفيذها مرة واحدة بعد رسم كل العناصر
+        plt.tight_layout()
+        plt.savefig(chart_path)
+        plt.close(fig)  # Close the figure to free up memory
+    except Exception as e:
+        logger.error(f"Error generating chart: {str(e)}")
+        # You might want to create a placeholder image or simply log the error
 
 
 # --- Acceptance Probability Calculation ---
@@ -645,7 +646,7 @@ def generate_report(analysis_data: Dict) -> str:
         return f"Error generating report: {str(e)}"
 
 
-# --- ENHANCED PDF GENERATION FUNCTION (without logo or charts) ---
+# --- ENHANCED PDF GENERATION FUNCTION ---
 def create_pdf_report(analysis_data: Dict, output_path: str, gemini_report_text: str):
     try:
         doc = SimpleDocTemplate(output_path, pagesize=letter)