https://github.com/huksley/article-ai

Finnish, Swedish, English SpaCy based article analytics API to extract NER, keywords, and sentiment. Deployable to AWS Beanstalk and Docker.
https://github.com/huksley/article-ai

Last synced: about 2 months ago
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Finnish, Swedish, English SpaCy based article analytics API to extract NER, keywords, and sentiment. Deployable to AWS Beanstalk and Docker.

• Host: GitHub
• URL: https://github.com/huksley/article-ai
• Owner: huksley
• License: mit
• Created: 2022-04-10T09:57:15.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-02-05T13:56:01.000Z (almost 2 years ago)
• Last Synced: 2024-04-15T06:42:40.231Z (8 months ago)
• Language: Python
• Homepage: https://article-ai.dev.valosan.com/
• Size: 544 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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README

        
# SpaCy based article analytics API

- Simple API

- Provide semantic analytics (subjectivity, polarity)

- Keywords extraction

- NER recognition.

## Install

```

pip install pipenv

pipenv install

pipenv run download

pipenv run dev

```

### Links

- https://spacy.io/universe/project/spacy-textblob

- https://medium.com/analytics-vidhya/sentiment-analysis-using-textblob-ecaaf0373dff

- https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/command-options-general.html

- https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/ebextensions.html

- https://stackoverflow.com/questions/62442212/aws-elastic-beanstalk-container-commands-failing

- Spacy + TF-IDF? https://monkeylearn.com/how-it-works/

- https://www.dataquest.io/blog/tutorial-text-classification-in-python-using-spacy/

- https://textacy.readthedocs.io/en/latest/