AUTO_COMPLETE_STREAMLIT

• Lazy of typing the whole sentence?? Use my TEXT AUTO COMPLETION app. This BI-LSTM model was trained on just 3500 lines of text (to learn the model building and deployment part)
• UI - guarded by Streamlit.
• This application was deployed to Streamlit Sharing.
• APP LINK : https://share.streamlit.io/navaneethelite/auto_complete_streamlit/app.py

REQUIREMENTS:

• Python 3.7+
• tensorflow == 2.3.0
• streamlit == 0.86.0

CREATING VENV IN CONDA:

conda create --name myenv

Using a virtual environment:

conda activate myenv

Deactivating a virtual environment:

conda deactivate myenv

INSTALLING DEPENDENCIES:

TENSORFLOW:

pip install --user --upgrade tensorflow

STREAMLIT:

pip install streamlit == 0.86.0

RUNNING THE APPLICATION:

run :

streamlit run app.py

• Your app will be hosted in the local server.
• Then deploy the app to Heroku or some other platforms you like!
• This app was deployed to Streamlit Sharing. (Request for the invite to deploy the app and wait for atmost 12 hours)
• The home page of the web app is shown below: