diff --git a/python/src/ai/network.py b/python/src/ai/network.py
index 10d2d31..928ecac 100644
--- a/python/src/ai/network.py
+++ b/python/src/ai/network.py
@@ -108,7 +108,6 @@ class AI:
         os.remove(temp)
         word_list = th.split_words(obj)
         fits = encoder.fit_transform(word_list)
-        print(fits)
         phrases = []
         for length in range(1, len(word_list) + 1):
             for start in range(0, len(word_list)):
diff --git a/python/src/ai/phrase.py b/python/src/ai/phrase.py
deleted file mode 100644
index a80a325..0000000
--- a/python/src/ai/phrase.py
+++ /dev/null
@@ -1,102 +0,0 @@
-import json
-from src.ai.word import Word, WordType
-
-
-class PhraseType:
-    TEXT = 0
-    TITLE = 1
-    HEADER = 2
-    MOVEMENT = 3
-    INVALID = 99
-
-    def __init__(self):
-        self.__id = 0
-        self.__description = 'text'
-
-    def get_id(self):
-        return self.__id
-
-    def get_desc(self):
-        return self.__description
-
-    def to_json(self):
-        return self.__id
-
-    def load(self, phrase_id: int):
-        self.__id = phrase_id
-        if phrase_id == self.TITLE:
-            self.__description = 'title'
-        elif phrase_id == self.HEADER:
-            self.__description = 'header'
-        elif phrase_id == self.MOVEMENT:
-            self.__description = 'movement'
-        elif phrase_id == self.INVALID:
-            self.__description = 'invalid'
-        return self
-
-
-def phrase_factory(phrase: list, phrase_type: int = None, frec: int = 1):
-    pt = PhraseType()
-    if phrase_type is not None:
-        pt.load(phrase_type)
-    ph = Phrase()
-    ph.set_phrase(phrase).set_type(pt).add_frec(frec - 1)
-    return ph
-
-
-class Phrase:
-    def __init__(self):
-        self.__phrase = None
-        self.__type = None
-        self.__frec = 1
-
-    def to_json(self):
-        return {
-            'phrase': [w.to_json() for w in self.__phrase],
-            'type': self.__type.to_json(),
-            'frec': self.__frec
-        }
-
-    def set_phrase(self, phrase: list):
-        [self.add_word(w) for w in phrase]
-        return self
-
-    def get_phrase(self):
-        return self.__phrase
-
-    def set_type(self, phrase_type: PhraseType):
-        self.__type = phrase_type
-        return self
-
-    def get_type(self):
-        return self.__type
-
-    def add_word(self, word: Word, pos: int = None):
-        if self.__phrase is None:
-            self.__phrase = []
-        if pos is None:
-            self.__phrase.append(word)
-            return self
-        self.__phrase = self.__phrase[:pos] + [word] + self.__phrase[pos:]
-        return self
-
-    def add_frec(self, amount: int = 1):
-        self.__frec += amount
-
-    def match(self, words: list):
-        if len(words) != len(self.__phrase):
-            return False
-        for w in self.__phrase:
-            if w not in words:
-                return False
-        return True
-
-    def __repr__(self):
-        print(self.__phrase)
-        return json.dumps({
-            'phrase': [w.to_json() for w in self.get_phrase()],
-            'type': self.get_type().get_desc()
-        })
-
-    def __len__(self):
-        return len(self.__phrase)
diff --git a/python/src/ai/word.py b/python/src/ai/word.py
deleted file mode 100644
index 274670a..0000000
--- a/python/src/ai/word.py
+++ /dev/null
@@ -1,84 +0,0 @@
-import json
-
-
-class WordType:
-    STRING = 0
-    NUMERIC = 1
-    CURRENCY = 2
-    DATE = 3
-
-    def __init__(self):
-        self.__id = 0
-        self.__description = 'string'
-
-    def to_json(self):
-        return self.__id
-
-    def load(self, word_id: int):
-        self.__id = word_id
-        if word_id == self.NUMERIC:
-            self.__description = 'numeric'
-        elif word_id == self.CURRENCY:
-            self.__description = 'currency'
-        elif word_id == self.DATE:
-            self.__description = 'data'
-        return self
-
-    def get_id(self):
-        return self.__id
-
-    def get_desc(self):
-        return self.__description
-
-    def __repr__(self):
-        return {
-            'id': self.get_id(),
-            'description': self.get_desc()
-        }
-
-
-def word_factory(word: str, word_type: int = None, frec: int = 1):
-    wt = WordType()
-    if word_type is not None:
-        wt.load(word_type)
-    w = Word()
-    w.set_word(word).set_type(wt).add_frec(frec - 1)
-    return w
-
-
-class Word:
-    def __init__(self):
-        self.__word = None
-        self.__type = None
-        self.__frec = 1
-
-    def to_json(self):
-        return {
-            'word': self.__word,
-            'type': self.__type.to_json(),
-            'frec': self.__frec
-        }
-
-    def set_word(self, word: str):
-        self.__word = word
-        return self
-
-    def get_word(self):
-        return self.__word
-
-    def set_type(self, word_type: WordType):
-        self.__type = word_type
-        return self
-
-    def get_type(self):
-        return self.__type
-
-    def add_frec(self, amount: int = 1):
-        self.__frec += amount
-        return self
-
-    def __repr__(self):
-        return json.dumps({
-            'word': self.get_word(),
-            'type': self.get_type().get_desc()
-        })
diff --git a/python/src/contabilidad/__pycache__/log.cpython-39.pyc b/python/src/contabilidad/__pycache__/log.cpython-39.pyc
deleted file mode 100644
index 36d64f1..0000000
Binary files a/python/src/contabilidad/__pycache__/log.cpython-39.pyc and /dev/null differ