Update app.py

app.py

@@ -8,7 +8,6 @@ from groq import Groq
 from reportlab.lib.pagesizes import letter
 from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer
 from reportlab.lib.styles import getSampleStyleSheet
-import pandas as pd
 
 # ======================
 # CONFIGURATION SETTINGS
@@ -102,7 +101,18 @@ def generate_rice_report(uploaded_file, client):
             messages=[
                 {"role": "user", "content": [
                     {"type": "text", "text": (
-                        "Analyze the rice grain image and provide a structured report including:"
+                        "Analyze the rice grain image and provide a detailed report including:\n"
+                        "1. Rice type classification\n2. Quality assessment (broken grains %, discoloration %, impurities %)\n"
+                        "3. Foreign object detection\n4. Size and shape consistency\n5. Recommendations for processing or improvement\n"
+                        "6. Additional metrics:\n"
+                        "   - % Broken kernel (Accuracy < 0.5%)\n"
+                        "   - Size analysis per each kernel (Accuracy < 50 micron):\n"
+                        "     - Length, Width, Area, Length to Width Ratio\n"
+                        "   - Abnormal color and damage kernel recognition:\n"
+                        "     - Chalky, Black spots, Yellow (Heat damage), Red (Heat damage), Green kernels\n"
+                        "   - Kernel count\n"
+                        "   - 1,000 kernels weight\n"
+                        "   - Group sizing information"
                     )},
                     {"type": "image_url", "image_url": {"url": image_url}},
                 ]}
@@ -135,11 +145,11 @@ def display_main_interface():
     
     if 'analysis_result' in st.session_state:
         st.markdown("### 📋 Analysis Report")
-        report_data = st.session_state.analysis_result
-        df = pd.DataFrame(report_data.items(), columns=["Metric", "Value"])
-        st.table(df)
-        
-        pdf_report = generate_pdf_report(str(report_data))
+        st.markdown(
+            f'<div class="report-container"><div class="report-text">{st.session_state.analysis_result}</div></div>',
+            unsafe_allow_html=True
+        )
+        pdf_report = generate_pdf_report(st.session_state.analysis_result)
         st.download_button(
             label="📄 Download PDF Report",
             data=pdf_report,
@@ -155,6 +165,6 @@ def main():
     """Primary application controller."""
     groq_client = initialize_api_client()
     display_main_interface()
-    
+
 if __name__ == "__main__":
     main()