added app.py

.gitattributes

@@ -32,3 +32,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+translator/variables/variables.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
+vocab_data.pkl filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,47 @@
+import streamlit as st
+import pickle
+import pandas as pd
+import numpy
+import tensorflow as tf
+import tensorflow_text as tf_text
+from metaphone import doublemetaphone
+import re
+
+with open('vocab_data.pkl', 'rb') as fp:
+    hin_vocab = pickle.load(fp)
+vocab_keys=[l for l in hin_vocab]
+reloaded = tf.saved_model.load("translator")
+
+def t_text(line):
+    line=re.sub("[.!?\\-\'\"]", "",line).lower().strip()
+    string=''
+    for j in line.split(' '):
+        if doublemetaphone(j)[0]+'*'+doublemetaphone(j[::-1])[0]+'*'+j[:2]+'*'+j[len(j)-1:] in vocab_keys:
+            string=string+list(hin_vocab[doublemetaphone(j)[0]+'*'+doublemetaphone(j[::-1])[0]+'*'+j[:2]+'*'+j[len(j)-1:]])[0]+' '
+        else:
+            string=string+j+' '
+    return string.lower().strip()
+
+
+st.header("Hinglish-English Translator")
+
+st.subheader("Please enter your text!")
+st.text("")
+
+input = st.text_area("Enter here")
+
+if st.button('Check Now!'):
+    #transformed_sms = transform_text(input)
+    #vector_input = tfidf.transform([transformed_sms])
+    #result = model.predict(vector_input)[0]
+    #if result == 1:
+    #    st.error("Spam")
+    #else:
+    #    st.success("Not Spam")
+    st.write(reloaded.tf_translate(
+            tf.constant([
+                t_text(input)
+                        ]))['text'][0].numpy().decode())
+    #st.write(t_text(input))
+    #st.write("Thank you! I hope you liked it. ")
+    #st.write("Check out this Repo's [GitHub Link](https://github.com/RohanHBTU/spam_classifier)")

requirements.txt

@@ -0,0 +1,6 @@
+numpy==1.23.4
+pandas==1.5.1
+streamlit==1.16.0
+tensorflow==2.10.1
+tensorflow-text==2.10.0
+Metaphone==0.6

translator/fingerprint.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f36c3ac5042d694f91674e5d57803c0849690d0d19b5f2aec36fc2f00b1ad1d8
+size 53

translator/saved_model.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4edad44ea730e1a765211878b7e98a8eaa29f692161d61395de173b2973232a8
+size 869541

translator/variables/variables.data-00000-of-00001

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c23e4e0810af1b0c2fa933ca31b43a2716a5e311a5b020c8a806eba57f7bd3f
+size 79039391

vocab_data.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd4663d6290c3455a6425c08142a0122613bfc4893f34089486ad8ed51d51cc2
+size 1710406