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SpacyNotes

https://github.com/knum-mimuw/spacy-workshop/blob/master/1-NLP-Introduction.ipynb https://github.com/knum-mimuw/spacy-workshop/blob/master/2-NLP-Glossary.ipynb

https://github.com/Cristianasp/spacy/blob/master/Chapter_01.ipynb https://github.com/Cristianasp/spacy/blob/master/Chapter_02.ipynb https://github.com/Cristianasp/spacy/blob/master/Chapter_03.ipynb https://github.com/Cristianasp/spacy/blob/master/Chapter_04.ipynb

https://github.com/JonathanReeve/workshop-text-analysis-spacy/blob/master/workshop-text-analysis-spacy.ipynb

https://github.com/pyladies-bcn/spacy-workshop/blob/master/01_spacy_intro.ipynb https://github.com/geoffbacon/nlp-with-nltk-spacy/blob/master/04-spaCy.ipynb

https://github.com/geoffbacon/nlp-with-nltk-spacy

  1. Key word or key phrase extraction methods like RAKE or YAKE
  2. Key word extraction methods with transformer embeddings like KeyBERT
  3. Topic models like LDA and BERTopic which uses transformers and c-TF-IDF

NLP and Elastic Search NLP & Elasticsearch powered product search

https://github.com/viko-ai/nlp-search-poc

ElasticSearch is a search engine based on Lucene. ElasticSearch uses parts of NLP (e.g., tokenization and stemming)

Natural language processing (NLP) is a field of computer science, artificial intelligence, and computational linguistics.

https://www.viko.co.uk/blog/nlp-full-text-search/

Full text search allows the user to type anything NLP/NER perspective, we treat like attributes

https://github.com/o19s/hello-nlp

About A natural language search microservice

Haystack Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs https://github.com/deepset-ai/haystack#beginner-quick-demo