FastAPI – NLP as a Service

Project Insight is designed to create NLP as a service with code base for both front end GUI (streamlit) and backend server (FastApi) the usage of transformers models on various downstream NLP task.

The downstream NLP tasks covered:

  • News Classification
  • Entity Recognition
  • Sentiment Analysis
  • Summarization
  • Information Extraction To Do

The user can select different models from the drop down to run the inference.

The users can also directly use the backend fastapi server to have a command line inference.

https://github.com/abhimishra91/insight