diff --git a/README.rst b/README.rst
index 304f4c8..375a448 100644
--- a/README.rst
+++ b/README.rst
@@ -2,12 +2,6 @@
 fuzzyset - A fuzzy string set for python.
 ===========================================
 
-Note
-----
-
-   This is a maintained fork of the unfortunately no longer maintained `fuzzyset package <https://github.com/axiak/fuzzyset>`_ package by
-   Mike Axiak. This fork is available on PyPi as `fuzzyset2 <https://pypi.org/project/fuzzyset2>`_.
-
 fuzzyset is a data structure that performs something akin to fulltext search
 against data to determine likely misspellings and approximate string matching.
 
diff --git a/fuzzyset/__init__.py b/fuzzyset/__init__.py
index 885d977..d1d20dc 100644
--- a/fuzzyset/__init__.py
+++ b/fuzzyset/__init__.py
@@ -4,7 +4,7 @@
 import collections
 import Levenshtein
 
-__version__ = "0.1.1"
+__version__ = "0.1.2"
 __version_info__ = tuple(__version__.split("."))
 
 _non_word_re = re.compile(r'[^\w, ]+')
diff --git a/fuzzyset/cfuzzyset.c b/fuzzyset/cfuzzyset.c
index 916fa88..782d2e0 100644
--- a/fuzzyset/cfuzzyset.c
+++ b/fuzzyset/cfuzzyset.c
@@ -1,4 +1,4 @@
-/* Generated by Cython 0.29.24 */
+/* Generated by Cython 0.29.36 */
 
 #ifndef PY_SSIZE_T_CLEAN
 #define PY_SSIZE_T_CLEAN
@@ -9,8 +9,8 @@
 #elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
     #error Cython requires Python 2.6+ or Python 3.3+.
 #else
-#define CYTHON_ABI "0_29_24"
-#define CYTHON_HEX_VERSION 0x001D18F0
+#define CYTHON_ABI "0_29_36"
+#define CYTHON_HEX_VERSION 0x001D24F0
 #define CYTHON_FUTURE_DIVISION 0
 #include <stddef.h>
 #ifndef offsetof
@@ -49,6 +49,7 @@
   #define CYTHON_COMPILING_IN_PYPY 1
   #define CYTHON_COMPILING_IN_PYSTON 0
   #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_NOGIL 0
   #undef CYTHON_USE_TYPE_SLOTS
   #define CYTHON_USE_TYPE_SLOTS 0
   #undef CYTHON_USE_PYTYPE_LOOKUP
@@ -77,18 +78,26 @@
   #define CYTHON_FAST_THREAD_STATE 0
   #undef CYTHON_FAST_PYCALL
   #define CYTHON_FAST_PYCALL 0
-  #undef CYTHON_PEP489_MULTI_PHASE_INIT
-  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+  #if PY_VERSION_HEX < 0x03090000
+    #undef CYTHON_PEP489_MULTI_PHASE_INIT
+    #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+  #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT)
+    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+  #endif
   #undef CYTHON_USE_TP_FINALIZE
-  #define CYTHON_USE_TP_FINALIZE 0
+  #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1 && PYPY_VERSION_NUM >= 0x07030C00)
   #undef CYTHON_USE_DICT_VERSIONS
   #define CYTHON_USE_DICT_VERSIONS 0
   #undef CYTHON_USE_EXC_INFO_STACK
   #define CYTHON_USE_EXC_INFO_STACK 0
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
+  #endif
 #elif defined(PYSTON_VERSION)
   #define CYTHON_COMPILING_IN_PYPY 0
   #define CYTHON_COMPILING_IN_PYSTON 1
   #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_NOGIL 0
   #ifndef CYTHON_USE_TYPE_SLOTS
     #define CYTHON_USE_TYPE_SLOTS 1
   #endif
@@ -126,10 +135,59 @@
   #define CYTHON_USE_DICT_VERSIONS 0
   #undef CYTHON_USE_EXC_INFO_STACK
   #define CYTHON_USE_EXC_INFO_STACK 0
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
+  #endif
+#elif defined(PY_NOGIL)
+  #define CYTHON_COMPILING_IN_PYPY 0
+  #define CYTHON_COMPILING_IN_PYSTON 0
+  #define CYTHON_COMPILING_IN_CPYTHON 0
+  #define CYTHON_COMPILING_IN_NOGIL 1
+  #ifndef CYTHON_USE_TYPE_SLOTS
+    #define CYTHON_USE_TYPE_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYTYPE_LOOKUP
+  #define CYTHON_USE_PYTYPE_LOOKUP 0
+  #ifndef CYTHON_USE_ASYNC_SLOTS
+    #define CYTHON_USE_ASYNC_SLOTS 1
+  #endif
+  #undef CYTHON_USE_PYLIST_INTERNALS
+  #define CYTHON_USE_PYLIST_INTERNALS 0
+  #ifndef CYTHON_USE_UNICODE_INTERNALS
+    #define CYTHON_USE_UNICODE_INTERNALS 1
+  #endif
+  #undef CYTHON_USE_UNICODE_WRITER
+  #define CYTHON_USE_UNICODE_WRITER 0
+  #undef CYTHON_USE_PYLONG_INTERNALS
+  #define CYTHON_USE_PYLONG_INTERNALS 0
+  #ifndef CYTHON_AVOID_BORROWED_REFS
+    #define CYTHON_AVOID_BORROWED_REFS 0
+  #endif
+  #ifndef CYTHON_ASSUME_SAFE_MACROS
+    #define CYTHON_ASSUME_SAFE_MACROS 1
+  #endif
+  #ifndef CYTHON_UNPACK_METHODS
+    #define CYTHON_UNPACK_METHODS 1
+  #endif
+  #undef CYTHON_FAST_THREAD_STATE
+  #define CYTHON_FAST_THREAD_STATE 0
+  #undef CYTHON_FAST_PYCALL
+  #define CYTHON_FAST_PYCALL 0
+  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
+    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+  #endif
+  #ifndef CYTHON_USE_TP_FINALIZE
+    #define CYTHON_USE_TP_FINALIZE 1
+  #endif
+  #undef CYTHON_USE_DICT_VERSIONS
+  #define CYTHON_USE_DICT_VERSIONS 0
+  #undef CYTHON_USE_EXC_INFO_STACK
+  #define CYTHON_USE_EXC_INFO_STACK 0
 #else
   #define CYTHON_COMPILING_IN_PYPY 0
   #define CYTHON_COMPILING_IN_PYSTON 0
   #define CYTHON_COMPILING_IN_CPYTHON 1
+  #define CYTHON_COMPILING_IN_NOGIL 0
   #ifndef CYTHON_USE_TYPE_SLOTS
     #define CYTHON_USE_TYPE_SLOTS 1
   #endif
@@ -149,7 +207,7 @@
     #undef CYTHON_USE_PYLONG_INTERNALS
     #define CYTHON_USE_PYLONG_INTERNALS 0
   #elif !defined(CYTHON_USE_PYLONG_INTERNALS)
-    #define CYTHON_USE_PYLONG_INTERNALS 1
+    #define CYTHON_USE_PYLONG_INTERNALS (PY_VERSION_HEX < 0x030C00A5)
   #endif
   #ifndef CYTHON_USE_PYLIST_INTERNALS
     #define CYTHON_USE_PYLIST_INTERNALS 1
@@ -157,7 +215,7 @@
   #ifndef CYTHON_USE_UNICODE_INTERNALS
     #define CYTHON_USE_UNICODE_INTERNALS 1
   #endif
-  #if PY_VERSION_HEX < 0x030300F0
+  #if PY_VERSION_HEX < 0x030300F0 || PY_VERSION_HEX >= 0x030B00A2
     #undef CYTHON_USE_UNICODE_WRITER
     #define CYTHON_USE_UNICODE_WRITER 0
   #elif !defined(CYTHON_USE_UNICODE_WRITER)
@@ -172,11 +230,14 @@
   #ifndef CYTHON_UNPACK_METHODS
     #define CYTHON_UNPACK_METHODS 1
   #endif
-  #ifndef CYTHON_FAST_THREAD_STATE
+  #if PY_VERSION_HEX >= 0x030B00A4
+    #undef CYTHON_FAST_THREAD_STATE
+    #define CYTHON_FAST_THREAD_STATE 0
+  #elif !defined(CYTHON_FAST_THREAD_STATE)
     #define CYTHON_FAST_THREAD_STATE 1
   #endif
   #ifndef CYTHON_FAST_PYCALL
-    #define CYTHON_FAST_PYCALL 1
+    #define CYTHON_FAST_PYCALL (PY_VERSION_HEX < 0x030A0000)
   #endif
   #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
     #define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000)
@@ -185,17 +246,25 @@
     #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1)
   #endif
   #ifndef CYTHON_USE_DICT_VERSIONS
-    #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1)
+    #define CYTHON_USE_DICT_VERSIONS ((PY_VERSION_HEX >= 0x030600B1) && (PY_VERSION_HEX < 0x030C00A5))
   #endif
-  #ifndef CYTHON_USE_EXC_INFO_STACK
+  #if PY_VERSION_HEX >= 0x030B00A4
+    #undef CYTHON_USE_EXC_INFO_STACK
+    #define CYTHON_USE_EXC_INFO_STACK 0
+  #elif !defined(CYTHON_USE_EXC_INFO_STACK)
     #define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3)
   #endif
+  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+    #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
+  #endif
 #endif
 #if !defined(CYTHON_FAST_PYCCALL)
 #define CYTHON_FAST_PYCCALL  (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
 #endif
 #if CYTHON_USE_PYLONG_INTERNALS
-  #include "longintrepr.h"
+  #if PY_MAJOR_VERSION < 3
+    #include "longintrepr.h"
+  #endif
   #undef SHIFT
   #undef BASE
   #undef MASK
@@ -300,9 +369,6 @@
   #endif
 #endif
 
-#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
-  #define Py_OptimizeFlag 0
-#endif
 #define __PYX_BUILD_PY_SSIZE_T "n"
 #define CYTHON_FORMAT_SSIZE_T "z"
 #if PY_MAJOR_VERSION < 3
@@ -312,15 +378,79 @@
   #define __Pyx_DefaultClassType PyClass_Type
 #else
   #define __Pyx_BUILTIN_MODULE_NAME "builtins"
-#if PY_VERSION_HEX >= 0x030800A4 && PY_VERSION_HEX < 0x030800B2
-  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
-          PyCode_New(a, 0, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+  #define __Pyx_DefaultClassType PyType_Type
+#if PY_VERSION_HEX >= 0x030B00A1
+    static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, int k, int l, int s, int f,
+                                                    PyObject *code, PyObject *c, PyObject* n, PyObject *v,
+                                                    PyObject *fv, PyObject *cell, PyObject* fn,
+                                                    PyObject *name, int fline, PyObject *lnos) {
+        PyObject *kwds=NULL, *argcount=NULL, *posonlyargcount=NULL, *kwonlyargcount=NULL;
+        PyObject *nlocals=NULL, *stacksize=NULL, *flags=NULL, *replace=NULL, *call_result=NULL, *empty=NULL;
+        const char *fn_cstr=NULL;
+        const char *name_cstr=NULL;
+        PyCodeObject* co=NULL;
+        PyObject *type, *value, *traceback;
+        PyErr_Fetch(&type, &value, &traceback);
+        if (!(kwds=PyDict_New())) goto end;
+        if (!(argcount=PyLong_FromLong(a))) goto end;
+        if (PyDict_SetItemString(kwds, "co_argcount", argcount) != 0) goto end;
+        if (!(posonlyargcount=PyLong_FromLong(0))) goto end;
+        if (PyDict_SetItemString(kwds, "co_posonlyargcount", posonlyargcount) != 0) goto end;
+        if (!(kwonlyargcount=PyLong_FromLong(k))) goto end;
+        if (PyDict_SetItemString(kwds, "co_kwonlyargcount", kwonlyargcount) != 0) goto end;
+        if (!(nlocals=PyLong_FromLong(l))) goto end;
+        if (PyDict_SetItemString(kwds, "co_nlocals", nlocals) != 0) goto end;
+        if (!(stacksize=PyLong_FromLong(s))) goto end;
+        if (PyDict_SetItemString(kwds, "co_stacksize", stacksize) != 0) goto end;
+        if (!(flags=PyLong_FromLong(f))) goto end;
+        if (PyDict_SetItemString(kwds, "co_flags", flags) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_code", code) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_consts", c) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_names", n) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_varnames", v) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_freevars", fv) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_cellvars", cell) != 0) goto end;
+        if (PyDict_SetItemString(kwds, "co_linetable", lnos) != 0) goto end;
+        if (!(fn_cstr=PyUnicode_AsUTF8AndSize(fn, NULL))) goto end;
+        if (!(name_cstr=PyUnicode_AsUTF8AndSize(name, NULL))) goto end;
+        if (!(co = PyCode_NewEmpty(fn_cstr, name_cstr, fline))) goto end;
+        if (!(replace = PyObject_GetAttrString((PyObject*)co, "replace"))) goto cleanup_code_too;
+        if (!(empty = PyTuple_New(0))) goto cleanup_code_too; // unfortunately __pyx_empty_tuple isn't available here
+        if (!(call_result = PyObject_Call(replace, empty, kwds))) goto cleanup_code_too;
+        Py_XDECREF((PyObject*)co);
+        co = (PyCodeObject*)call_result;
+        call_result = NULL;
+        if (0) {
+            cleanup_code_too:
+            Py_XDECREF((PyObject*)co);
+            co = NULL;
+        }
+        end:
+        Py_XDECREF(kwds);
+        Py_XDECREF(argcount);
+        Py_XDECREF(posonlyargcount);
+        Py_XDECREF(kwonlyargcount);
+        Py_XDECREF(nlocals);
+        Py_XDECREF(stacksize);
+        Py_XDECREF(replace);
+        Py_XDECREF(call_result);
+        Py_XDECREF(empty);
+        if (type) {
+            PyErr_Restore(type, value, traceback);
+        }
+        return co;
+    }
 #else
   #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
           PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
 #endif
   #define __Pyx_DefaultClassType PyType_Type
 #endif
+#if PY_VERSION_HEX >= 0x030900F0 && !CYTHON_COMPILING_IN_PYPY
+  #define __Pyx_PyObject_GC_IsFinalized(o) PyObject_GC_IsFinalized(o)
+#else
+  #define __Pyx_PyObject_GC_IsFinalized(o) _PyGC_FINALIZED(o)
+#endif
 #ifndef Py_TPFLAGS_CHECKTYPES
   #define Py_TPFLAGS_CHECKTYPES 0
 #endif
@@ -428,11 +558,11 @@ static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
 #endif
 #if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
   #define CYTHON_PEP393_ENABLED 1
-  #if defined(PyUnicode_IS_READY)
-  #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
-                                              0 : _PyUnicode_Ready((PyObject *)(op)))
+  #if PY_VERSION_HEX >= 0x030C0000
+    #define __Pyx_PyUnicode_READY(op)       (0)
   #else
-  #define __Pyx_PyUnicode_READY(op)       (0)
+    #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
+                                                0 : _PyUnicode_Ready((PyObject *)(op)))
   #endif
   #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
   #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
@@ -441,14 +571,14 @@ static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
   #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
   #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
   #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  PyUnicode_WRITE(k, d, i, ch)
-  #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE)
-  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
-  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
+  #if PY_VERSION_HEX >= 0x030C0000
+    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
   #else
-  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
-  #endif
-  #else
-  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
+    #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
+    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
+    #else
+    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
+    #endif
   #endif
 #else
   #define CYTHON_PEP393_ENABLED 0
@@ -552,10 +682,10 @@ static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
 #if PY_VERSION_HEX < 0x030200A4
   typedef long Py_hash_t;
   #define __Pyx_PyInt_FromHash_t PyInt_FromLong
-  #define __Pyx_PyInt_AsHash_t   PyInt_AsLong
+  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsHash_t
 #else
   #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
-  #define __Pyx_PyInt_AsHash_t   PyInt_AsSsize_t
+  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsSsize_t
 #endif
 #if PY_MAJOR_VERSION >= 3
   #define __Pyx_PyMethod_New(func, self, klass) ((self) ? ((void)(klass), PyMethod_New(func, self)) : __Pyx_NewRef(func))
@@ -580,8 +710,10 @@ static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
     } __Pyx_PyAsyncMethodsStruct;
 #endif
 
-#if defined(WIN32) || defined(MS_WINDOWS)
-  #define _USE_MATH_DEFINES
+#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)
+  #if !defined(_USE_MATH_DEFINES)
+    #define _USE_MATH_DEFINES
+  #endif
 #endif
 #include <math.h>
 #ifdef NAN
@@ -712,6 +844,7 @@ static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
     (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
 static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
 static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
+static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*);
 #if CYTHON_ASSUME_SAFE_MACROS
 #define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
 #else
@@ -969,6 +1102,23 @@ static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\
 static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
     Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found);
 
+/* AssertionsEnabled.proto */
+#define __Pyx_init_assertions_enabled()
+#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
+  #define __pyx_assertions_enabled() (1)
+#elif PY_VERSION_HEX < 0x03080000  ||  CYTHON_COMPILING_IN_PYPY  ||  defined(Py_LIMITED_API)
+  #define __pyx_assertions_enabled() (!Py_OptimizeFlag)
+#elif CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030900A6
+  static int __pyx_assertions_enabled_flag;
+  #define __pyx_assertions_enabled() (__pyx_assertions_enabled_flag)
+  #undef __Pyx_init_assertions_enabled
+  static void __Pyx_init_assertions_enabled(void) {
+    __pyx_assertions_enabled_flag = ! _PyInterpreterState_GetConfig(__Pyx_PyThreadState_Current->interp)->optimization_level;
+  }
+#else
+  #define __pyx_assertions_enabled() (!Py_OptimizeFlag)
+#endif
+
 /* PyCFunctionFastCall.proto */
 #if CYTHON_FAST_PYCCALL
 static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, PyObject **args, Py_ssize_t nargs);
@@ -990,13 +1140,21 @@ static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args,
 #ifndef Py_MEMBER_SIZE
 #define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member)
 #endif
+#if CYTHON_FAST_PYCALL
   static size_t __pyx_pyframe_localsplus_offset = 0;
   #include "frameobject.h"
+#if PY_VERSION_HEX >= 0x030b00a6
+  #ifndef Py_BUILD_CORE
+    #define Py_BUILD_CORE 1
+  #endif
+  #include "internal/pycore_frame.h"
+#endif
   #define __Pxy_PyFrame_Initialize_Offsets()\
     ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\
      (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)))
   #define __Pyx_PyFrame_GetLocalsplus(frame)\
     (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset))
+#endif // CYTHON_FAST_PYCALL
 #endif
 
 /* PyObjectCall.proto */
@@ -1045,18 +1203,18 @@ static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UIN
 
 /* GetModuleGlobalName.proto */
 #if CYTHON_USE_DICT_VERSIONS
-#define __Pyx_GetModuleGlobalName(var, name)  {\
+#define __Pyx_GetModuleGlobalName(var, name)  do {\
     static PY_UINT64_T __pyx_dict_version = 0;\
     static PyObject *__pyx_dict_cached_value = NULL;\
     (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) ?\
         (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\
         __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
-}
-#define __Pyx_GetModuleGlobalNameUncached(var, name)  {\
+} while(0)
+#define __Pyx_GetModuleGlobalNameUncached(var, name)  do {\
     PY_UINT64_T __pyx_dict_version;\
     PyObject *__pyx_dict_cached_value;\
     (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
-}
+} while(0)
 static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value);
 #else
 #define __Pyx_GetModuleGlobalName(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
@@ -1547,7 +1705,7 @@ static __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_items = {0, &__pyx_n_s_it
 static __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_values = {0, &__pyx_n_s_values, 0, 0, 0};
 static PyObject *__pyx_int_0;
 static PyObject *__pyx_int_1;
-static PyObject *__pyx_int_18;
+static PyObject *__pyx_int_2;
 static PyObject *__pyx_tuple__3;
 static PyObject *__pyx_tuple__4;
 static PyObject *__pyx_tuple__5;
@@ -1714,7 +1872,7 @@ static int __pyx_pf_9cfuzzyset_9cFuzzySet___cinit__(struct __pyx_obj_9cfuzzyset_
  *         assert gram_size_lower <= gram_size_upper
  */
   #ifndef CYTHON_WITHOUT_ASSERTIONS
-  if (unlikely(!Py_OptimizeFlag)) {
+  if (unlikely(__pyx_assertions_enabled())) {
     __pyx_t_2 = ((__pyx_v_gram_size_upper < 4) != 0);
     if (__pyx_t_2) {
     } else {
@@ -1739,7 +1897,7 @@ static int __pyx_pf_9cfuzzyset_9cFuzzySet___cinit__(struct __pyx_obj_9cfuzzyset_
  *         assert rel_sim_cutoff <= 1.0 and rel_sim_cutoff >= 0
  */
   #ifndef CYTHON_WITHOUT_ASSERTIONS
-  if (unlikely(!Py_OptimizeFlag)) {
+  if (unlikely(__pyx_assertions_enabled())) {
     __pyx_t_2 = ((__pyx_v_gram_size_lower < 4) != 0);
     if (__pyx_t_2) {
     } else {
@@ -1764,7 +1922,7 @@ static int __pyx_pf_9cfuzzyset_9cFuzzySet___cinit__(struct __pyx_obj_9cfuzzyset_
  *         self.exact_set = {}
  */
   #ifndef CYTHON_WITHOUT_ASSERTIONS
-  if (unlikely(!Py_OptimizeFlag)) {
+  if (unlikely(__pyx_assertions_enabled())) {
     if (unlikely(!((__pyx_v_gram_size_lower <= __pyx_v_gram_size_upper) != 0))) {
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@@ -1780,7 +1938,7 @@ static int __pyx_pf_9cfuzzyset_9cFuzzySet___cinit__(struct __pyx_obj_9cfuzzyset_
  *         self.match_dict = {}
  */
   #ifndef CYTHON_WITHOUT_ASSERTIONS
-  if (unlikely(!Py_OptimizeFlag)) {
+  if (unlikely(__pyx_assertions_enabled())) {
     __pyx_t_2 = ((__pyx_v_rel_sim_cutoff <= 1.0) != 0);
     if (__pyx_t_2) {
     } else {
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+  if (!(likely(PyUnicode_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None)||((void)PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "unicode", Py_TYPE(__pyx_t_1)->tp_name), 0))) __PYX_ERR(0, 65, __pyx_L1_error)
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@@ -2500,7 +2658,7 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__add(struct __pyx_obj_9cfuzzyset_
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+  if (!(likely(PyUnicode_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None)||((void)PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "unicode", Py_TYPE(__pyx_t_1)->tp_name), 0))) __PYX_ERR(0, 74, __pyx_L1_error)
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@@ -2520,7 +2678,7 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__add(struct __pyx_obj_9cfuzzyset_
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+  if (!(likely(PyList_CheckExact(__pyx_t_2))||((__pyx_t_2) == Py_None)||((void)PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_2)->tp_name), 0))) __PYX_ERR(0, 75, __pyx_L1_error)
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@@ -3077,7 +3235,7 @@ static PyObject *__pyx_pf_9cfuzzyset_9cFuzzySet_8__getitem__(struct __pyx_obj_9c
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+  if (!(likely(PyUnicode_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None)||((void)PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "unicode", Py_TYPE(__pyx_t_1)->tp_name), 0))) __PYX_ERR(0, 104, __pyx_L1_error)
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@@ -3404,7 +3562,7 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__get(struct __pyx_obj_9cfuzzyset_
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-  if (!(likely(PyUnicode_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "unicode", Py_TYPE(__pyx_t_1)->tp_name), 0))) __PYX_ERR(0, 118, __pyx_L1_error)
+  if (!(likely(PyUnicode_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None)||((void)PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "unicode", Py_TYPE(__pyx_t_1)->tp_name), 0))) __PYX_ERR(0, 118, __pyx_L1_error)
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@@ -3526,7 +3684,7 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__get(struct __pyx_obj_9cfuzzyset_
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+  if (!(likely(PyList_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None)||((void)PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_1)->tp_name), 0))) __PYX_ERR(0, 133, __pyx_L1_error)
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@@ -3629,7 +3787,7 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__get(struct __pyx_obj_9cfuzzyset_
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+    if (!(likely(PyUnicode_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||((void)PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "unicode", Py_TYPE(__pyx_t_4)->tp_name), 0))) __PYX_ERR(0, 135, __pyx_L1_error)
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@@ -4183,7 +4341,7 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__get(struct __pyx_obj_9cfuzzyset_
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  */
-      if (!(likely(PyUnicode_CheckExact(__pyx_v_matched))||((__pyx_v_matched) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "unicode", Py_TYPE(__pyx_v_matched)->tp_name), 0))) __PYX_ERR(0, 152, __pyx_L1_error)
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@@ -4341,7 +4499,7 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__get(struct __pyx_obj_9cfuzzyset_
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@@ -4442,7 +4600,7 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__get(struct __pyx_obj_9cfuzzyset_
  *             score_threshold = results[0][0] * self.rel_sim_cutoff
  *             return [(score / norm, self.exact_set[value])             # <<<<<<<<<<<<<<
  *                     for score, value in results
- *                     if score == score_threshold]
+ *                     if score >= score_threshold]
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@@ -4452,7 +4610,7 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__get(struct __pyx_obj_9cfuzzyset_
  *             score_threshold = results[0][0] * self.rel_sim_cutoff
  *             return [(score / norm, self.exact_set[value])
  *                     for score, value in results             # <<<<<<<<<<<<<<
- *                     if score == score_threshold]
+ *                     if score >= score_threshold]
  * 
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@@ -4510,7 +4668,7 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__get(struct __pyx_obj_9cfuzzyset_
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+      if (!(likely(PyUnicode_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||((void)PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "unicode", Py_TYPE(__pyx_t_4)->tp_name), 0))) __PYX_ERR(0, 163, __pyx_L1_error)
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@@ -4519,13 +4677,13 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__get(struct __pyx_obj_9cfuzzyset_
       /* "cfuzzyset.pyx":164
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  *                     for score, value in results
- *                     if score == score_threshold]             # <<<<<<<<<<<<<<
+ *                     if score >= score_threshold]             # <<<<<<<<<<<<<<
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@@ -4536,7 +4694,7 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__get(struct __pyx_obj_9cfuzzyset_
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  *             return [(score / norm, self.exact_set[value])             # <<<<<<<<<<<<<<
  *                     for score, value in results
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         /* "cfuzzyset.pyx":164
  *             return [(score / norm, self.exact_set[value])
  *                     for score, value in results
- *                     if score == score_threshold]             # <<<<<<<<<<<<<<
+ *                     if score >= score_threshold]             # <<<<<<<<<<<<<<
  * 
  *     def __len__(self):
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@@ -4573,7 +4731,7 @@ static PyObject *__pyx_f_9cfuzzyset_9cFuzzySet__get(struct __pyx_obj_9cfuzzyset_
  *             score_threshold = results[0][0] * self.rel_sim_cutoff
  *             return [(score / norm, self.exact_set[value])
  *                     for score, value in results             # <<<<<<<<<<<<<<
- *                     if score == score_threshold]
+ *                     if score >= score_threshold]
  * 
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@@ -4714,7 +4872,7 @@ static PyObject *__pyx_pf_9cfuzzyset_9cFuzzySet_10_get(struct __pyx_obj_9cfuzzys
 }
 
 /* "cfuzzyset.pyx":166
- *                     if score == score_threshold]
+ *                     if score >= score_threshold]
  * 
  *     def __len__(self):             # <<<<<<<<<<<<<<
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   goto __pyx_L0;
 
   /* "cfuzzyset.pyx":166
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+ *                     if score >= score_threshold]
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+  if (!(likely(PyDict_CheckExact(__pyx_v_match_dict))||((__pyx_v_match_dict) == Py_None)||((void)PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "dict", Py_TYPE(__pyx_v_match_dict)->tp_name), 0))) __PYX_ERR(0, 187, __pyx_L1_error)
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  * 
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+  if (!(likely(PyDict_CheckExact(__pyx_v_items))||((__pyx_v_items) == Py_None)||((void)PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "dict", Py_TYPE(__pyx_v_items)->tp_name), 0))) __PYX_ERR(0, 189, __pyx_L1_error)
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     __Pyx_XDECREF_SET(__pyx_v_gram, ((PyObject*)__pyx_t_1));
     __pyx_t_1 = 0;
 
@@ -5580,7 +5738,7 @@ static PyObject *__pyx_f_9cfuzzyset__iterate_grams(PyObject *__pyx_v_value, stru
   __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_kp_u_); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 210, __pyx_L1_error)
   __Pyx_GOTREF(__pyx_t_1);
   __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
-  if (!(likely(PyUnicode_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "unicode", Py_TYPE(__pyx_t_1)->tp_name), 0))) __PYX_ERR(0, 210, __pyx_L1_error)
+  if (!(likely(PyUnicode_CheckExact(__pyx_t_1))||((__pyx_t_1) == Py_None)||((void)PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "unicode", Py_TYPE(__pyx_t_1)->tp_name), 0))) __PYX_ERR(0, 210, __pyx_L1_error)
   __pyx_v_simplified = ((PyObject*)__pyx_t_1);
   __pyx_t_1 = 0;
 
@@ -5767,7 +5925,7 @@ static PyObject *__pyx_f_9cfuzzyset__convert_val(PyObject *__pyx_v_value) {
  *         return unicode(value)
  */
     __Pyx_XDECREF(__pyx_r);
-    if (!(likely(PyUnicode_CheckExact(__pyx_v_value))||((__pyx_v_value) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "unicode", Py_TYPE(__pyx_v_value)->tp_name), 0))) __PYX_ERR(0, 225, __pyx_L1_error)
+    if (!(likely(PyUnicode_CheckExact(__pyx_v_value))||((__pyx_v_value) == Py_None)||((void)PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "unicode", Py_TYPE(__pyx_v_value)->tp_name), 0))) __PYX_ERR(0, 225, __pyx_L1_error)
     __Pyx_INCREF(__pyx_v_value);
     __pyx_r = ((PyObject*)__pyx_v_value);
     goto __pyx_L0;
@@ -6053,7 +6211,7 @@ static PyObject *__pyx_tp_new_9cfuzzyset_cFuzzySet(PyTypeObject *t, PyObject *a,
 static void __pyx_tp_dealloc_9cfuzzyset_cFuzzySet(PyObject *o) {
   struct __pyx_obj_9cfuzzyset_cFuzzySet *p = (struct __pyx_obj_9cfuzzyset_cFuzzySet *)o;
   #if CYTHON_USE_TP_FINALIZE
-  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
+  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !__Pyx_PyObject_GC_IsFinalized(o)) {
     if (PyObject_CallFinalizerFromDealloc(o)) return;
   }
   #endif
@@ -6252,12 +6410,15 @@ static PyTypeObject __pyx_type_9cfuzzyset_cFuzzySet = {
   #if PY_VERSION_HEX >= 0x030400a1
   0, /*tp_finalize*/
   #endif
-  #if PY_VERSION_HEX >= 0x030800b1
+  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
   0, /*tp_vectorcall*/
   #endif
   #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
   0, /*tp_print*/
   #endif
+  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
+  0, /*tp_pypy_flags*/
+  #endif
 };
 
 static PyMethodDef __pyx_methods[] = {
@@ -6373,11 +6534,11 @@ static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) {
   /* "cfuzzyset.pyx":10
  * import Levenshtein
  * 
- * __version__ = (0, 0, 18)             # <<<<<<<<<<<<<<
+ * __version__ = (0, 1, 2)             # <<<<<<<<<<<<<<
  * 
  * from libc.math cimport sqrt
  */
-  __pyx_tuple__3 = PyTuple_Pack(3, __pyx_int_0, __pyx_int_0, __pyx_int_18); if (unlikely(!__pyx_tuple__3)) __PYX_ERR(0, 10, __pyx_L1_error)
+  __pyx_tuple__3 = PyTuple_Pack(3, __pyx_int_0, __pyx_int_1, __pyx_int_2); if (unlikely(!__pyx_tuple__3)) __PYX_ERR(0, 10, __pyx_L1_error)
   __Pyx_GOTREF(__pyx_tuple__3);
   __Pyx_GIVEREF(__pyx_tuple__3);
 
@@ -6411,12 +6572,17 @@ static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) {
 }
 
 static CYTHON_SMALL_CODE int __Pyx_InitGlobals(void) {
+  /* AssertionsEnabled.init */
+  __Pyx_init_assertions_enabled();
+
+if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 1, __pyx_L1_error)
+
   __pyx_umethod_PyDict_Type_items.type = (PyObject*)&PyDict_Type;
   __pyx_umethod_PyDict_Type_values.type = (PyObject*)&PyDict_Type;
-  if (__Pyx_InitStrings(__pyx_string_tab) < 0) __PYX_ERR(0, 1, __pyx_L1_error);
+  if (__Pyx_InitStrings(__pyx_string_tab) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
   __pyx_int_0 = PyInt_FromLong(0); if (unlikely(!__pyx_int_0)) __PYX_ERR(0, 1, __pyx_L1_error)
   __pyx_int_1 = PyInt_FromLong(1); if (unlikely(!__pyx_int_1)) __PYX_ERR(0, 1, __pyx_L1_error)
-  __pyx_int_18 = PyInt_FromLong(18); if (unlikely(!__pyx_int_18)) __PYX_ERR(0, 1, __pyx_L1_error)
+  __pyx_int_2 = PyInt_FromLong(2); if (unlikely(!__pyx_int_2)) __PYX_ERR(0, 1, __pyx_L1_error)
   return 0;
   __pyx_L1_error:;
   return -1;
@@ -6674,7 +6840,7 @@ if (!__Pyx_RefNanny) {
   Py_INCREF(__pyx_b);
   __pyx_cython_runtime = PyImport_AddModule((char *) "cython_runtime"); if (unlikely(!__pyx_cython_runtime)) __PYX_ERR(0, 1, __pyx_L1_error)
   Py_INCREF(__pyx_cython_runtime);
-  if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) __PYX_ERR(0, 1, __pyx_L1_error);
+  if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
   /*--- Initialize various global constants etc. ---*/
   if (__Pyx_InitGlobals() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
   #if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT)
@@ -6761,7 +6927,7 @@ if (!__Pyx_RefNanny) {
  * import collections
  * import Levenshtein             # <<<<<<<<<<<<<<
  * 
- * __version__ = (0, 0, 18)
+ * __version__ = (0, 1, 2)
  */
   __pyx_t_1 = __Pyx_Import(__pyx_n_s_Levenshtein, 0, -1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 8, __pyx_L1_error)
   __Pyx_GOTREF(__pyx_t_1);
@@ -6771,7 +6937,7 @@ if (!__Pyx_RefNanny) {
   /* "cfuzzyset.pyx":10
  * import Levenshtein
  * 
- * __version__ = (0, 0, 18)             # <<<<<<<<<<<<<<
+ * __version__ = (0, 1, 2)             # <<<<<<<<<<<<<<
  * 
  * from libc.math cimport sqrt
  */
@@ -7364,7 +7530,7 @@ static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
         return __Pyx_PyFunction_FastCall(func, NULL, 0);
     }
 #endif
-#ifdef __Pyx_CyFunction_USED
+#if defined(__Pyx_CyFunction_USED) && defined(NDEBUG)
     if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func)))
 #else
     if (likely(PyCFunction_Check(func)))
@@ -7647,10 +7813,8 @@ static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
         Py_DECREF(retval);
         __Pyx_RaiseTooManyValuesError(expected);
         return -1;
-    } else {
-        return __Pyx_IterFinish();
     }
-    return 0;
+    return __Pyx_IterFinish();
 }
 
 /* PyObjectGetMethod */
@@ -7962,13 +8126,7 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject
     }
     PyErr_SetObject(type, value);
     if (tb) {
-#if CYTHON_COMPILING_IN_PYPY
-        PyObject *tmp_type, *tmp_value, *tmp_tb;
-        PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb);
-        Py_INCREF(tb);
-        PyErr_Restore(tmp_type, tmp_value, tb);
-        Py_XDECREF(tmp_tb);
-#else
+#if CYTHON_FAST_THREAD_STATE
         PyThreadState *tstate = __Pyx_PyThreadState_Current;
         PyObject* tmp_tb = tstate->curexc_traceback;
         if (tb != tmp_tb) {
@@ -7976,6 +8134,12 @@ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject
             tstate->curexc_traceback = tb;
             Py_XDECREF(tmp_tb);
         }
+#else
+        PyObject *tmp_type, *tmp_value, *tmp_tb;
+        PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb);
+        Py_INCREF(tb);
+        PyErr_Restore(tmp_type, tmp_value, tb);
+        Py_XDECREF(tmp_tb);
 #endif
     }
 bad:
@@ -8046,7 +8210,7 @@ static CYTHON_INLINE PyObject* __Pyx_PyTuple_GetSlice(
 /* ObjectGetItem */
 #if CYTHON_USE_TYPE_SLOTS
 static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) {
-    PyObject *runerr;
+    PyObject *runerr = NULL;
     Py_ssize_t key_value;
     PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence;
     if (unlikely(!(m && m->sq_item))) {
@@ -8387,9 +8551,7 @@ static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
     PyGILState_STATE state;
     if (nogil)
         state = PyGILState_Ensure();
-#ifdef _MSC_VER
-    else state = (PyGILState_STATE)-1;
-#endif
+    else state = (PyGILState_STATE)0;
 #endif
     __Pyx_PyThreadState_assign
     __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
@@ -8553,7 +8715,7 @@ static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
 
 /* CLineInTraceback */
 #ifndef CYTHON_CLINE_IN_TRACEBACK
-static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) {
+static int __Pyx_CLineForTraceback(CYTHON_UNUSED PyThreadState *tstate, int c_line) {
     PyObject *use_cline;
     PyObject *ptype, *pvalue, *ptraceback;
 #if CYTHON_COMPILING_IN_CPYTHON
@@ -8583,7 +8745,7 @@ static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int
     }
     if (!use_cline) {
         c_line = 0;
-        PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
+        (void) PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
     }
     else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
         c_line = 0;
@@ -8677,33 +8839,40 @@ static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
 #include "compile.h"
 #include "frameobject.h"
 #include "traceback.h"
+#if PY_VERSION_HEX >= 0x030b00a6
+  #ifndef Py_BUILD_CORE
+    #define Py_BUILD_CORE 1
+  #endif
+  #include "internal/pycore_frame.h"
+#endif
 static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
             const char *funcname, int c_line,
             int py_line, const char *filename) {
-    PyCodeObject *py_code = 0;
-    PyObject *py_srcfile = 0;
-    PyObject *py_funcname = 0;
+    PyCodeObject *py_code = NULL;
+    PyObject *py_funcname = NULL;
     #if PY_MAJOR_VERSION < 3
+    PyObject *py_srcfile = NULL;
     py_srcfile = PyString_FromString(filename);
-    #else
-    py_srcfile = PyUnicode_FromString(filename);
-    #endif
     if (!py_srcfile) goto bad;
+    #endif
     if (c_line) {
         #if PY_MAJOR_VERSION < 3
         py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+        if (!py_funcname) goto bad;
         #else
         py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
+        if (!py_funcname) goto bad;
+        funcname = PyUnicode_AsUTF8(py_funcname);
+        if (!funcname) goto bad;
         #endif
     }
     else {
         #if PY_MAJOR_VERSION < 3
         py_funcname = PyString_FromString(funcname);
-        #else
-        py_funcname = PyUnicode_FromString(funcname);
+        if (!py_funcname) goto bad;
         #endif
     }
-    if (!py_funcname) goto bad;
+    #if PY_MAJOR_VERSION < 3
     py_code = __Pyx_PyCode_New(
         0,
         0,
@@ -8722,11 +8891,16 @@ static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
         __pyx_empty_bytes  /*PyObject *lnotab*/
     );
     Py_DECREF(py_srcfile);
-    Py_DECREF(py_funcname);
+    #else
+    py_code = PyCode_NewEmpty(filename, funcname, py_line);
+    #endif
+    Py_XDECREF(py_funcname);  // XDECREF since it's only set on Py3 if cline
     return py_code;
 bad:
-    Py_XDECREF(py_srcfile);
     Py_XDECREF(py_funcname);
+    #if PY_MAJOR_VERSION < 3
+    Py_XDECREF(py_srcfile);
+    #endif
     return NULL;
 }
 static void __Pyx_AddTraceback(const char *funcname, int c_line,
@@ -8734,14 +8908,24 @@ static void __Pyx_AddTraceback(const char *funcname, int c_line,
     PyCodeObject *py_code = 0;
     PyFrameObject *py_frame = 0;
     PyThreadState *tstate = __Pyx_PyThreadState_Current;
+    PyObject *ptype, *pvalue, *ptraceback;
     if (c_line) {
         c_line = __Pyx_CLineForTraceback(tstate, c_line);
     }
     py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
     if (!py_code) {
+        __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
         py_code = __Pyx_CreateCodeObjectForTraceback(
             funcname, c_line, py_line, filename);
-        if (!py_code) goto bad;
+        if (!py_code) {
+            /* If the code object creation fails, then we should clear the
+               fetched exception references and propagate the new exception */
+            Py_XDECREF(ptype);
+            Py_XDECREF(pvalue);
+            Py_XDECREF(ptraceback);
+            goto bad;
+        }
+        __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
         __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
     }
     py_frame = PyFrame_New(
@@ -8840,7 +9024,7 @@ static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
                     break;
             }
 #endif
-#if CYTHON_COMPILING_IN_CPYTHON
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
             if (unlikely(Py_SIZE(x) < 0)) {
                 goto raise_neg_overflow;
             }
@@ -9112,7 +9296,7 @@ static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
                     break;
             }
 #endif
-#if CYTHON_COMPILING_IN_CPYTHON
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
             if (unlikely(Py_SIZE(x) < 0)) {
                 goto raise_neg_overflow;
             }
@@ -9350,11 +9534,33 @@ static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObj
 
 /* CheckBinaryVersion */
 static int __Pyx_check_binary_version(void) {
-    char ctversion[4], rtversion[4];
-    PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
-    PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion());
-    if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) {
+    char ctversion[5];
+    int same=1, i, found_dot;
+    const char* rt_from_call = Py_GetVersion();
+    PyOS_snprintf(ctversion, 5, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
+    found_dot = 0;
+    for (i = 0; i < 4; i++) {
+        if (!ctversion[i]) {
+            same = (rt_from_call[i] < '0' || rt_from_call[i] > '9');
+            break;
+        }
+        if (rt_from_call[i] != ctversion[i]) {
+            same = 0;
+            break;
+        }
+    }
+    if (!same) {
+        char rtversion[5] = {'\0'};
         char message[200];
+        for (i=0; i<4; ++i) {
+            if (rt_from_call[i] == '.') {
+                if (found_dot) break;
+                found_dot = 1;
+            } else if (rt_from_call[i] < '0' || rt_from_call[i] > '9') {
+                break;
+            }
+            rtversion[i] = rt_from_call[i];
+        }
         PyOS_snprintf(message, sizeof(message),
                       "compiletime version %s of module '%.100s' "
                       "does not match runtime version %s",
@@ -9612,6 +9818,23 @@ static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
   Py_DECREF(x);
   return ival;
 }
+static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) {
+  if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) {
+    return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o);
+#if PY_MAJOR_VERSION < 3
+  } else if (likely(PyInt_CheckExact(o))) {
+    return PyInt_AS_LONG(o);
+#endif
+  } else {
+    Py_ssize_t ival;
+    PyObject *x;
+    x = PyNumber_Index(o);
+    if (!x) return -1;
+    ival = PyInt_AsLong(x);
+    Py_DECREF(x);
+    return ival;
+  }
+}
 static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
   return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False);
 }
diff --git a/fuzzyset/cfuzzyset.pyx b/fuzzyset/cfuzzyset.pyx
index b4fac89..951baad 100644
--- a/fuzzyset/cfuzzyset.pyx
+++ b/fuzzyset/cfuzzyset.pyx
@@ -7,7 +7,7 @@ import operator
 import collections
 import Levenshtein
 
-__version__ = (0, 0, 18)
+__version__ = (0, 1, 2)
 
 from libc.math cimport sqrt
 
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..0550ed6
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1027 @@
+# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
+
+[[package]]
+name = "bleach"
+version = "6.0.0"
+description = "An easy safelist-based HTML-sanitizing tool."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "bleach-6.0.0-py3-none-any.whl", hash = "sha256:33c16e3353dbd13028ab4799a0f89a83f113405c766e9c122df8a06f5b85b3f4"},
+    {file = "bleach-6.0.0.tar.gz", hash = "sha256:1a1a85c1595e07d8db14c5f09f09e6433502c51c595970edc090551f0db99414"},
+]
+
+[package.dependencies]
+six = ">=1.9.0"
+webencodings = "*"
+
+[package.extras]
+css = ["tinycss2 (>=1.1.0,<1.2)"]
+
+[[package]]
+name = "certifi"
+version = "2023.7.22"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
+    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+]
+
+[[package]]
+name = "cffi"
+version = "1.15.1"
+description = "Foreign Function Interface for Python calling C code."
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "cffi-1.15.1-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:a66d3508133af6e8548451b25058d5812812ec3798c886bf38ed24a98216fab2"},
+    {file = "cffi-1.15.1-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:470c103ae716238bbe698d67ad020e1db9d9dba34fa5a899b5e21577e6d52ed2"},
+    {file = "cffi-1.15.1-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:9ad5db27f9cabae298d151c85cf2bad1d359a1b9c686a275df03385758e2f914"},
+    {file = "cffi-1.15.1-cp27-cp27m-win32.whl", hash = "sha256:b3bbeb01c2b273cca1e1e0c5df57f12dce9a4dd331b4fa1635b8bec26350bde3"},
+    {file = "cffi-1.15.1-cp27-cp27m-win_amd64.whl", hash = "sha256:e00b098126fd45523dd056d2efba6c5a63b71ffe9f2bbe1a4fe1716e1d0c331e"},
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+
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+description = "Character encoding aliases for legacy web content"
+category = "main"
+optional = false
+python-versions = "*"
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+category = "main"
+optional = false
+python-versions = ">=3.7"
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+testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+
+[metadata]
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+python-versions = "^3.7"
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..95ea891
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,19 @@
+[tool.poetry]
+name = "fuzzyset"
+version = "0.1.2"
+description = ""
+authors = ["Mike Axiak <mike@axiak.net>"]
+readme = "README.rst"
+
+[tool.poetry.dependencies]
+python = "^3.7"
+python-Levenshtein = "^0.21.1"
+twine = "^4.0.2"
+
+[tool.poetry.group.dev.dependencies]
+texttable = "^1.6.7"
+pytest = "^7.4.0"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"