An chat bot built with transformers (TFDistilBertForQuestionAnswering) and TensorFlow

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

# 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