News-Analysis-Toolkit-Using-Streamlit

News analysis in field of News QnA, Sentiment, and Summary using Streamlit as user interface

Clone git
$ git clone https://github.com/Ishaq101/News-Analysis-Toolkit-Using-Streamlit.git
$ cd News-Analysis-Toolkit-Using-Streamlit

Create conda env
$ conda create -n venv python=3.10
$ activate venv

Install Requirements
$ pip install -r requirements.txt

Get Models
$ python save_models.py

Run program
$ streamlit run app_inferencing.py

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How to use News Analysis Toolkit?

Question and Answer

Input: Text or News URL
Steps:\

1. Enter text/URL in input box
2. Click on Submit button
3. Begin your conversation with submitted news in chat box on below of page

Check the video here

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Sentiment Analysis

Input: Text or News URL
Steps:

1. Enter text/URL in input box
2. Click on Submit button
3. News Info and Sentiment will be provided

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Summarization

Input: Text or News URL
Steps:

1. Enter text/URL in input box
2. Click on Submit button
3. News Info and News Summary will be provided

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Future Improvement

Models
Using model that support multi language.

News Toolkit
Equipped with ASR (Automatic Speech Recognition) feature as input method options.