Get Started with DistilBERT-Board

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Flask API (Backend)

A REST API was developed using Python's Flask library. This API contains multiple tasks supported by HuggingFace's DistilBERT.

The source code of this API is in the backend folder. The latter is organised as follows,

.
├── tasks
│   ├── sentiment_analysis.py
│   └── token_classification.py
└── server.py

In order to start Flask server API use the following command inside backend folder,

> flask --app server run

For development, use the debug option as follows;

> flask --app server --debug run

React UI (Frontend)

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Issues

• Token classification (backend) $\rightarrow$ Mutliple sentences
• Sentiment Analysis (frontend) $\rightarrow$ State data making issues when switching to Sentiment Analysis tab