Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -6,7 +6,6 @@ import subprocess
|
|
6 |
import nltk
|
7 |
from nltk.corpus import wordnet
|
8 |
from gensim import downloader as api
|
9 |
-
from textblob import TextBlob
|
10 |
|
11 |
# Ensure necessary NLTK data is downloaded
|
12 |
nltk.download('wordnet')
|
@@ -97,21 +96,13 @@ def paraphrase_with_spacy_nltk(text):
|
|
97 |
|
98 |
return corrected_text
|
99 |
|
100 |
-
#
|
101 |
-
def correct_grammar(text):
|
102 |
-
blob = TextBlob(text)
|
103 |
-
return str(blob.correct())
|
104 |
-
|
105 |
-
# Combined function: Paraphrase -> Capitalization -> Grammar Correction
|
106 |
def paraphrase_and_correct(text):
|
107 |
# Step 1: Paraphrase the text
|
108 |
paraphrased_text = paraphrase_with_spacy_nltk(text)
|
109 |
|
110 |
# Step 2: Capitalize sentences and proper nouns
|
111 |
-
|
112 |
-
|
113 |
-
# Step 3: Correct grammar
|
114 |
-
final_text = correct_grammar(capitalized_text)
|
115 |
|
116 |
return final_text
|
117 |
|
|
|
6 |
import nltk
|
7 |
from nltk.corpus import wordnet
|
8 |
from gensim import downloader as api
|
|
|
9 |
|
10 |
# Ensure necessary NLTK data is downloaded
|
11 |
nltk.download('wordnet')
|
|
|
96 |
|
97 |
return corrected_text
|
98 |
|
99 |
+
# Combined function: Paraphrase -> Capitalization
|
|
|
|
|
|
|
|
|
|
|
100 |
def paraphrase_and_correct(text):
|
101 |
# Step 1: Paraphrase the text
|
102 |
paraphrased_text = paraphrase_with_spacy_nltk(text)
|
103 |
|
104 |
# Step 2: Capitalize sentences and proper nouns
|
105 |
+
final_text = capitalize_sentences_and_nouns(paraphrased_text)
|
|
|
|
|
|
|
106 |
|
107 |
return final_text
|
108 |
|