diff --git a/requirements-service.txt b/requirements-service.txt
index 1b189b7..5d0f925 100644
--- a/requirements-service.txt
+++ b/requirements-service.txt
@@ -7,8 +7,8 @@ tqdm==4.32.2
 neuralcoref==4.0
 argparse
 scikit-learn
-bert-extractive-summarizer==0.6.1
+bert-extractive-summarizer
 Flask
 flask-cors
 nltk
-https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.1.0/en_core_web_sm-2.1.0.tar.gz
+https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.1.0/en_core_web_sm-2.1.0.tar.gz
\ No newline at end of file
diff --git a/summarizer/sentence_handler.py b/summarizer/sentence_handler.py
index 5808cce..a9fbee5 100644
--- a/summarizer/sentence_handler.py
+++ b/summarizer/sentence_handler.py
@@ -7,7 +7,26 @@ class SentenceHandler(object):
 
     def __init__(self, language=English):
         self.nlp = language()
-        self.nlp.add_pipe(self.nlp.create_pipe('sentencizer'))
+
+        try:
+            self.nlp.add_pipe(self.nlp.create_pipe('sentencizer'))
+            self.is_spacy_3 = False
+        except:
+            self.nlp.add_pipe("sentencizer")
+            self.is_spacy_3 = True
+
+    def sentence_processor(self, doc, min_length: int = 40, max_length: int = 600):
+        to_return = []
+
+        for c in doc.sents:
+            if max_length > len(c.text.strip()) > min_length:
+
+                if self.is_spacy_3:
+                    to_return.append(c.text.strip())
+                else:
+                    to_return.append(c.string.strip())
+
+        return to_return
 
     def process(self, body: str, min_length: int = 40, max_length: int = 600) -> List[str]:
         """
@@ -19,7 +38,7 @@ def process(self, body: str, min_length: int = 40, max_length: int = 600) -> Lis
         :return: Returns a list of sentences.
         """
         doc = self.nlp(body)
-        return [c.string.strip() for c in doc.sents if max_length > len(c.string.strip()) > min_length]
+        return self.sentence_processor(doc, min_length, max_length)
 
     def __call__(self, body: str, min_length: int = 40, max_length: int = 600) -> List[str]:
         return self.process(body, min_length, max_length)
diff --git a/tests/test_summary_items.py b/tests/test_summary_items.py
index 2567175..103605d 100644
--- a/tests/test_summary_items.py
+++ b/tests/test_summary_items.py
@@ -19,7 +19,7 @@ def summarizer():
 
 @pytest.fixture()
 def summarizer_multi_hidden():
-    return Summarizer('distilbert-base-uncased', hidden=[-1,-2,-3])
+    return Summarizer('distilbert-base-uncased', hidden=[-1,-2])
 
 
 @pytest.fixture()