- This application allow you to scrap websites.
- You can then predict the sentiment and cosine similarity of the chosen text within, using tf*idf
- To view only the NLP analysis portion, open the Jupyter Notebook files under the Jupyter folder,
- The relevant folders are under the NLP Folder
- Make sure you have MSSQL server up and running.
- Run the ASP Core application in IIS express. This application is reponsible for scrapping websites and saving the results.
- Go to appsettings.json. Under ConnectionStrings > MSSQL, change the server name to that of your local server
- Run the Fast Api Python application in an IDE of your choice. This application is responsible for the NLP analysis.
- Activate the virtual environment by first navigating to
NLP\fastApi, and then typingvenv\Scripts\activatein the terminal - Type
pip install -r requirements.txtto install the dependencies. - Type
uvicorn main:app --reloadto run the application.
- Activate the virtual environment by first navigating to
- Run the React application in an IDE of your choice.
- Type
npm installto install the dependencies. - Then type
npm startto run the application
- Type