text-summarization-using-nlp's Introduction

Text-Summarization-using-NLP

Text Summarization using NLP to fetch BBC News Article and summarize its text and also it includes custom article Summarization

Features Of Data Analysis Web App

Get your custom Text Summarized.
we automatically Summarize text of BCC News so that you dont have to read whole article.

Check out the live demo: https://text--summarization.herokuapp.com/

Vedio demo:

Note

Use this URL - Click Me - in case if you are faccing any problem with source code.

Source Code: github link

How to run the project?

Clone or download this repository to your local machine.
Install all the libraries mentioned in the requirements.txt file with the command pip3 install -r requirements.txt
Create a file name config.ini
Paste the code in config.ini and insert key deatils which you will get keys here newsapi.org

[API]

news_api = Your Keys

Open your terminal/command prompt from your project directory and run the file app.py by executing the command streamlit run app.py.

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If you Use this Code for Any Commercial Purpose. Please Don't Forget To mention or give shoutout to everydaycodings.

Donate If you fell this Web App Makes your work a bit easy.

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text-summarization-using-nlp's Issues

Spacy Issue

UserWarning: [W094] Model 'en_core_web_sm' (2.2.0) specifies an under-constrained spaCy version requirement: >=2.2.0. This can lead to compatibility problems with older versions, or as new spaCy versions are released, because the model may say it's compatible when it's not. Consider changing the "spacy_version" in your meta.json to a version range, with a lower and upper pin. For example: >=3.7.4,<3.8.0
warnings.warn(warn_msg)
2024-03-22 11:24:02.188 WARNING streamlit.runtime.caching.cache_data_api: No runtime found, using MemoryCacheStorageManager
C:\Users\Lenovo\anaconda3\Lib\site-packages\spacy\util.py:918: UserWarning: [W094] Model 'en_core_web_sm' (2.2.0) specifies an under-constrained spaCy version requirement: >=2.2.0. This can lead to compatibility problems with older versions, or as new spaCy versions are released, because the model may say it's compatible when it's not. Consider changing the "spacy_version" in your meta.json to a version range, with a lower and upper pin. For example: >=3.7.4,<3.8.0
warnings.warn(warn_msg)
Traceback (most recent call last):
File "c:\Users\Lenovo\OneDrive\Desktop\Text-Summarization-using-NLP-master\app.py", line 2, in
from helper import get_summary, spacy_rander, fetch_news, fetch_news_links
File "c:\Users\Lenovo\OneDrive\Desktop\Text-Summarization-using-NLP-master\helper.py", line 14, in
nlp= en_core_web_sm.load()
^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\Lenovo\anaconda3\Lib\site-packages\en_core_web_sm_init_.py", line 12, in load
return load_model_from_init_py(file, **overrides)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\Lenovo\anaconda3\Lib\site-packages\spacy\util.py", line 682, in load_model_from_init_py
return load_model_from_path(
^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\Lenovo\anaconda3\Lib\site-packages\spacy\util.py", line 538, in load_model_from_path
config = load_config(config_path, overrides=overrides)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\Lenovo\anaconda3\Lib\site-packages\spacy\util.py", line 714, in load_config
raise IOError(Errors.E053.format(path=config_path, name="config file"))
OSError: [E053] Could not read config file from C:\Users\Lenovo\anaconda3\Lib\site-packages\en_core_web_sm\en_core_web_sm-2.2.0\config.cfg
coming this error

Cannot get fetch_news method and feth_news_links method

today

Cannot import any methods from helper file

Cannot import get_summary , fetch_news and fetch_news_links from helper , throwing errors on importing

Why import prometheus_client and don't use it?)

Hey man, it will be really interesting to see metic aggregation for this project

Just find from prometheus_client import Summary :)

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