Fixed comparison bug

comparison.py

@@ -2,8 +2,7 @@ import json
 import numpy as np
 from typing import Dict, List, Tuple, Any
 
-from ui_hybrid_matching import hybrid_category_matching_voyage
-# from category_matching import hybrid_category_matching
+from category_matching import hybrid_category_matching
 from similarity import hybrid_ingredient_matching
 
 from api_utils import process_in_parallel, rank_ingredients_openai
@@ -96,16 +95,10 @@ def compare_ingredient_methods(products: List[str], ingredients_dict: Dict[str,
             chicory_data = chicory_results[product]
             if isinstance(chicory_data, dict):
                 # Handle different response formats based on match type
-                if match_type == "ingredients":
-                    ingredient = chicory_data.get("ingredient", "")
-                    confidence = chicory_data.get("confidence", 0)
-                    if ingredient and confidence >= confidence_threshold:
-                        chicory_matches.append((ingredient, confidence))
-                else:  # categories
-                    category = chicory_data.get("category", "")
-                    confidence = chicory_data.get("confidence", 0)
-                    if category and confidence >= confidence_threshold:
-                        chicory_matches.append((category, confidence))
+                ingredient = chicory_data.get("ingredient", "")
+                confidence = chicory_data.get("confidence", 0)
+                if ingredient and confidence >= confidence_threshold:
+                    chicory_matches.append((ingredient, confidence))
                         
         comparison_results[product]["chicory"] = chicory_matches
     
@@ -147,11 +140,7 @@ def compare_ingredient_methods(products: List[str], ingredients_dict: Dict[str,
                 else:
                     # Convert candidates to the expected format
                     candidate_dict = {c[0]: c[0] for c in candidates}
-                    print(f"Voyage AI category matching for {product} with {len(candidate_dict)} categories")
-                    print(f"Expanded description: {expanded_descriptions.get(product, '')}")
-                    print(f"Expanded product: {expanded_product_desc.get(product, '')}")
-                    print(f"Categories: {candidate_dict}")
-                    results = hybrid_category_matching_voyage(
+                    results = hybrid_category_matching(
                         products=[product],
                         categories=candidate_dict,
                         embedding_top_n=embedding_top_n,