Text Analysis using TF-IDF and Cosine Similarity

Natural Language Search Example

Here are the documents you can search from:

Query: How can I use Python?

Expected Results:

  • Relevance: 0.95 | Document: Python is a versatile programming language.
  • Relevance: 0.20 | Document: Machine Learning models are very powerful.
  • Relevance: 0.10 | Document: Streamlit makes it easy to build data apps.
  • Relevance: 0.05 | Document: Natural Language Processing is fascinating.

Natural Language Search with Python and spacy

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