Gemini Text Mining Bot

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  Sample Run of App

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  Sample Essay Analysis Portion

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  Follow-Up Question Portion

Inspiration

I got inspired on someone doing text mining as an independent research from the YouTube video.

What it does

It can let the user to upload the essay or copy and paste the whole document to the chat, and analyze the essay based on summary, final expressions, frequency of words, writing quality, areas of improvement, and overall evaluation out of 100. It can also let the user to ask follow-up questions and exit the application.

How we built it

I used the Gemini and streamlit application for creating the chatbot application.

Challenges we ran into

The challenge is the implementation of the user's Gemini API key to allow them to use the application.

Accomplishments that we're proud of

I am proud of get worked on uploading the essay and save to the essays folder, and analyzing automatically by the Gemini AI.

What we learned

I learned using Gemini and streamlit to create the Gemini chatbot application for text mining.

What's next for TextGeminiMining

I will consider implementing the saving chatbot option and fixing the essay preview by formatting the same way as the document.

Built With

• gemini
• streamlit