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:
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.
Features of the solution
Python Code Base: Built using Fastapi and Streamlit making the complete code base in Python.
Expandable: The backend is desinged in a way that it can be expanded with more Transformer based models and it will be available in the front end app automatically.
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