Skip to content

Latest commit

 

History

History
129 lines (101 loc) · 2.12 KB

README.md

File metadata and controls

129 lines (101 loc) · 2.12 KB

CHAT-BOT

An chat bot built with transformers (TFDistilBertForQuestionAnswering) and TensorFlow

The bot's services are consumed with REST API CALLS in a Flask app

Steps to start the Application (Backend)

# go into chat-bot folder
cd chat-bot

Creating and Activating Virtual Environment

pip install virtualenv

# or

pip install venv

Setup Virtual Environment

python -m venv env

Activate Virtual Environment

# activate env (windows)

.\env\scripts\activate

# activate env (Linux/Mac)

source env/bin/activate

Installing Dependencies

pip install -r requirements.txt

Starting Application

flask run --host=0.0.0.0

Deactivating Virtual Environment

deactivate env

Visit http://localhost:5000 or http://0.0.0.0:5000 or http://yourIp:5000

Back End (Server Side) Flask - Dependencies

  • absl-py==1.2.0
  • astunparse==1.6.3
  • cachelib==0.9.0
  • cachetools==5.2.0
  • certifi==2022.6.15
  • charset-normalizer==2.1.0
  • click==8.1.3
  • colorama==0.4.5
  • filelock==3.8.0
  • Flask==2.2.2
  • Flask-Caching==2.0.1
  • Flask-Cors==3.0.10
  • flatbuffers==1.12
  • gast==0.4.0
  • google-auth==2.10.0
  • google-auth-oauthlib==0.4.6
  • google-pasta==0.2.0
  • grpcio==1.47.0
  • h5py==3.7.0
  • huggingface-hub==0.8.1
  • idna==3.3
  • itsdangerous==2.1.2
  • Jinja2==3.1.2
  • keras==2.9.0
  • Keras-Preprocessing==1.1.2
  • libclang==14.0.6
  • Markdown==3.4.1
  • MarkupSafe==2.1.1
  • numpy==1.23.2
  • oauthlib==3.2.0
  • onnx==1.12.0
  • onnxconverter-common==1.12.1
  • opt-einsum==3.3.0
  • packaging==21.3
  • protobuf==3.19.4
  • pyasn1==0.4.8
  • pyasn1-modules==0.2.8
  • pyparsing==3.0.9
  • PyYAML==6.0
  • regex==2022.7.25
  • requests==2.28.1
  • requests-oauthlib==1.3.1
  • rsa==4.9
  • six==1.16.0
  • tensorboard==2.9.1
  • tensorboard-data-server==0.6.1
  • tensorboard-plugin-wit==1.8.1
  • tensorflow==2.9.1
  • tensorflow-cpu==2.9.1
  • tensorflow-estimator==2.9.0
  • tensorflow-hub==0.12.0
  • tensorflow-io-gcs-filesystem==0.26.0
  • tensorflow-text==2.9.0
  • termcolor==1.1.0
  • tf2onnx==1.12.0
  • tokenizers==0.12.1
  • tqdm==4.64.0
  • transformers==4.21.1
  • typing_extensions==4.3.0
  • urllib3==1.26.11
  • Werkzeug==2.2.2
  • wrapt==1.14.1