Update app/routes.py

app/routes.py

@@ -4,7 +4,6 @@ from concurrent.futures import ThreadPoolExecutor
 from app.utils.ocr import extract_text_from_image
 from app.utils.ner import extract_ingredients
 from app.utils.prediction import predict_with_description
-from app.utils.recommendation import recommend_similar_products
 from app.utils.helper import correct_spelling, load_data
 
 analyze_blueprint = Blueprint('analyze', __name__)
@@ -62,15 +61,9 @@ def analyze_ingredients():
             results = list(executor.map(lambda ing: predict_with_description(ing, df_cosing), corrected))
         logging.info(f"Prediction results: {results}")
 
-        # Recommend products
-        logging.info("Generating product recommendations")
-        recommendations = recommend_similar_products(corrected, df_brand, product_embeddings)
-        logging.info(f"Product recommendations: {recommendations}")
-
 
         return jsonify({
             "Ingredient Analysis": results,
-            "Product Recommendations": recommendations,
         })
 
     except Exception as e: