Update retriever.py

retriever.py

@@ -34,12 +34,6 @@ class HybridRetriever:
         self.vectorizer = TfidfVectorizer(stop_words=None)
         self.sparse_matrix = self.vectorizer.fit_transform(self.texts)
 
-        # this is just a temporary hard-coded fix for correctly matching this municipality in the UI retrieval,
-        # since ' is still not recognized in municipality extraction
-        self._overrides = {
-            "capo d orlando": "capo d"
-        }
-
     def fuzzy_match(self, municipality_ref, user_input, threshold=80):
         """
         Fuzzy-matches stored municipality against user input.
@@ -59,13 +53,6 @@ class HybridRetriever:
         ref = normalize(municipality_ref)
         inp = normalize(user_input)
 
-        # override check: if the normalized input matches a key, force match
-        if inp in self._overrides:
-            # normalize the override target and compare to this ref
-            override_target = normalize(self._overrides[inp])
-            if ref == override_target:
-                return True
-
         # Compute fuzzy match score
         score = fuzz.ratio(ref, inp)