Update app.py

app.py

@@ -84,8 +84,17 @@ def predict_image(image_url, text, file_pref):
             response.raise_for_status()
             image = Image.open(io.BytesIO(response.content)).convert("RGB")
         else: 
+            print("Extracting image from PDF...")
             image = extract_image_from_pdf(image_url)
             
+            # Convert the image to base64
+            buffered = io.BytesIO()
+            image.save(buffered, format="PNG")
+            img_str = base64.b64encode(buffered.getvalue()).decode()
+            image_url = f"data:image/png;base64,{img_str}"
+            
+        print(f"Image URL being sent to Groq: {image_url[:100]}...") 
+            
         streamer = TextStreamer()
         
         def generate_response():