Initial commit

app.py

@@ -162,9 +162,16 @@ def get_correction(input_text):
         
 if __name__ == "__main__":
     
-        st.title('Gramformer')
-        st.subheader('A framework for correcting english grammatical errors')
-        st.markdown("Built for fun with 💙  by Prithivi Da, The maker of [WhatTheFood](https://huggingface.co/spaces/prithivida/WhatTheFood), [Styleformer](https://github.com/PrithivirajDamodaran/Styleformer) and [Parrot paraphraser](https://github.com/PrithivirajDamodaran/Parrot_Paraphraser) | ✍️ [@prithivida](https://twitter.com/prithivida) |[[GitHub]](https://github.com/PrithivirajDamodaran)", unsafe_allow_html=True)
+        st.title('Gramformer - A Python library')
+        st.subheader('To detect and correct grammar errors')
+        st.markdown("Built with 💙  by Prithivi Da, The maker of [WhatTheFood](https://huggingface.co/spaces/prithivida/WhatTheFood), [Styleformer](https://github.com/PrithivirajDamodaran/Styleformer) and [Parrot paraphraser](https://github.com/PrithivirajDamodaran/Parrot_Paraphraser) | [Checkout the GitHub page for details](https://github.com/PrithivirajDamodaran/Gramformer) | ✍️ [@prithivida](https://twitter.com/prithivida) ", unsafe_allow_html=True)
+        st.markdown("""
+                    **Integrate with your app with just 2 lines of code**
+                    ```python 
+                    gf = Gramformer(models = 1, use_gpu=False)
+                    corrected_sentences = gf.correct(influent_sentence, max_candidates=1)
+                    ```    
+                    """)
 
         examples = [
                     "what be the reason for everyone leave the comapny",
@@ -187,6 +194,7 @@ if __name__ == "__main__":
         nlp = en_core_web_sm.load()
         annotator = errant.load('en', nlp)
 
+        st.markdown(f'##### Try it now:')
         input_text = st.selectbox(
         label="Choose an example",
         options=examples