Build your semantic document search engine with TF-IDF and Google-USE

Let’s understand how to do an approach to build a document search engine by using the python language. In this post, we will be building a semantic documents search engine by using 20newsgroup open-source dataset. Prerequisites Python 3.5+ pip 19+ or pip3 NLTK Scikit-learn TensorFlow-GPU 1. Getting Ready For this post we will need the above prerequisites, If you do not have it yet, please make ready for it. 2. Data collection Here, we are using 20newsgroup dataset to the analysis of a text search engine giving input keywords/sentences input. The 20 Newsgroups data set is a collection of approximately […]

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