biomedparse+biomedllama_3b_multimodal

app.py

@@ -432,11 +432,23 @@ def process_image(image_path, user_prompt, modality=None):
                     stream=True
                 ):
                     detailed_analysis += new_text
+                
+                # Add segmentation details in a more natural way
+                detailed_analysis += "\n\nIn the segmentation analysis:"
+                if color_descriptions:
+                    detailed_analysis += " " + " ".join(color_descriptions) + "."
+                else:
+                    detailed_analysis += " No significant segments were detected."
+                
             except Exception as e:
                 print(f"LLM chat error: {str(e)}")
                 detailed_analysis = "LLM analysis failed. Proceeding with basic analysis."
+                if color_descriptions:
+                    detailed_analysis += "\n\nHowever, in the segmentation analysis: " + " ".join(color_descriptions) + "."
         else:
             detailed_analysis = "LLM not available. Please check LLM initialization logs."
+            if color_descriptions:
+                detailed_analysis += "\n\nIn the segmentation analysis: " + " ".join(color_descriptions) + "."
         
         return results, detailed_analysis, detected_modality