## Query Extraction

Multiple methods of extracting keywords from free-text.

### Methods inlcuded:

1. [spaCy pytextrank](https://spacy.io/universe/project/spacy-pytextrank/) SpaCy implementation of textrank.

2. [Gensim textrank](https://radimrehurek.com/gensim_3.8.3/summarization/summariser.html) Gensim implementation of textrank.

3. [RAKE](https://github.com/csurfer/rake-nltk) Rapid Automatic Keyword Extraction algorithm

4. [RaKUn](https://github.com/SkBlaz/rakun) Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation

5. [YAKE](https://github.com/LIAAD/yake) Unsupervised Approach for Automatic Keyword Extraction using Text Features.

6. [KeyBERT](https://github.com/MaartenGr/KeyBERT) Keyword Extraction based on BERT.

### Running

`python3 extraction.py`

### Sample output

Check `output.txt`