ARG is an open-source site for generating point-based (topic) real reviews for educational purposes only
Use the package manager pip to install all the necessary libraries.
pip install fuzzywuzzy nltk networkx numpy scikit-learn requests beautifulsoup4 concurrent.futures flask gensim==3.8.1 spacy wikipedia googlesearchTo use the generator, you need to start the flask server with the following command:
flask runyou have to wait for the server to start, when it starts it will tell you what port it is open to (it should open to the link 127.0.0.1:5000), you should receive this message:
C:\Users\yourUserName\Desktop\ARG>flask run
* Debug mode: off
WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
* Running on http://127.0.0.1:5000
Press CTRL+C to quitthan you can go to the page and see this:
when you have decided which product to see the review of there will be a loader, after which you will have the following screen:
you can summarize evry chategory (group of phrease) with the following button:
the result is not very good but it is still a starting point
there is also the possibility to insert a custom topic which for now does not support the summary function which I will implement soon
the idea itself is fantastic in my opinion but unfortunately it is not possible to take data from other sites without their consent to use them like this. It would also be nice to create a normal review site... it would be very useful but a large initial community would be needed for this reason I decided to create this project even if it is not possible to publish this site online... right now the output is not the best but it would be enough to use a more sophisticated artificial intelligence using the APIs of GPT3.5/llama/gemini etc, I decided to use transformers.js because it is a very interesting and very light project without the need for server-side artificial intelligence (not counting the models for word embeddings)
soon the code will be fully commented and translated entirely into English
there is a possibility that you can have problems with the gensim library having problems with the collections library, just manually edit the files (they will be reported as an error) and one by one you will have to manually edit an import, if I remember there is a problem that certain things must be imported from collection and others from collection.abc so you just need to find the "right combination" it does not take much time to solve this problem and this is told to you by a programmer who when he encountered this error did not know much about it, there are also various online forums that talk about it.
for example in this file (fasttext.py) by default there would be "from collection import ..." but it doesn't work most likely because of the older version of gensim and you have to use collection.abc as in the image
AS OF NOW IT IS NOT FINISHED AND ONLINE PUBLICATION IS NOT POSSIBLE AS IT DOES NOT RESPECT COPYRIGHT AND VARIOUS COPYRIGHTS SO THIS PROJECT IS ONLY AN EDUCATIONAL PURPOSE PROJECT
FOR SUGGESTIONS/IMPROVEMENTS/COLLABORATION REQUEST GO TO THIS LINK:
https://forms.gle/tV1i3YbnB6A9iJsT7
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