Rayo
所属分类：特征抽取
开发工具：Python
文件大小：0KB
下载次数：0
上传日期：2023-11-05 11:15:11
上 传 者：
sh-1993
说明： 这是一个web应用程序，它提取最新的新闻，使用NLP来总结新闻，并提供到完整新闻的链接。
(This is a web application that extracts the latest news, uses NLP to summarize the news and provides the link to the full news.)
文件列表:
.devcontainer/ (0, 2023-12-28)
.devcontainer/devcontainer.json (1024, 2023-12-28)
bbc_news.py (5392, 2023-12-28)
requirements.txt (305, 2023-12-28)
# Rayo
## The Ultimate News Companion
Rayo is a news summarization application that keeps you updated on the latest happenings around the World. It does this by providing you with up to date headline news and an easy-to-digest summary of news from BBC.
### Data Extraction
The applicaiton collects data from BBC using webscraping with `requests `, `beautiful soup` and `regex`
### Model
The model used for summarization is the `t5 base model` and details about the model can be found on hugging face [https://huggingface.co/t5-base](https://huggingface.co/t5-base)
To run the app locally, use : `streamlit run bbc_news.py` and install the required packages using the `pip install requirements.txt`
### Deployment
The app was deployed to streamlit cloud and can be accessed here: [http://bbcnewsbyrayo.streamlit.app](http://bbcnewsbyrayo.streamlit.app)
### Demo
https://youtu.be/QRIM7vpctkI
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