diff --git a/InvenTree/part/bom.py b/InvenTree/part/bom.py
index 85d7e23dbb..16a8b0b16d 100644
--- a/InvenTree/part/bom.py
+++ b/InvenTree/part/bom.py
@@ -3,7 +3,7 @@ Functionality for Bill of Material (BOM) management.
 Primarily BOM upload tools.
 """
 
-from fuzzywuzzy import fuzz
+from rapidfuzz import fuzz
 import tablib
 import os
 
diff --git a/InvenTree/part/models.py b/InvenTree/part/models.py
index 4e579ea44c..d22e6e7be1 100644
--- a/InvenTree/part/models.py
+++ b/InvenTree/part/models.py
@@ -29,7 +29,7 @@ from mptt.models import TreeForeignKey
 
 from decimal import Decimal
 from datetime import datetime
-from fuzzywuzzy import fuzz
+from rapidfuzz import fuzz
 import hashlib
 
 from InvenTree import helpers
diff --git a/InvenTree/part/views.py b/InvenTree/part/views.py
index 01f8ff41bb..da4b757009 100644
--- a/InvenTree/part/views.py
+++ b/InvenTree/part/views.py
@@ -18,7 +18,7 @@ from django.conf import settings
 
 import os
 
-from fuzzywuzzy import fuzz
+from rapidfuzz import fuzz
 from decimal import Decimal
 
 from .models import PartCategory, Part, PartAttachment
diff --git a/requirements.txt b/requirements.txt
index f2aef7135a..73d05fec4f 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -17,5 +17,4 @@ django-qr-code==1.1.0           # Generate QR codes
 flake8==3.3.0                   # PEP checking
 coverage==4.0.3                 # Unit test coverage
 python-coveralls==2.9.1         # Coveralls linking (for Travis)
-fuzzywuzzy==0.17.0              # Fuzzy string matching
-python-Levenshtein==0.12.0      # Required for fuzzywuzzy
+rapidfuzz==0.2.1                # Fuzzy string matching