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Home » Chat Bot using Python, Machine Learning, NLP, Keras and NLTK

Chat Bot using Python, Machine Learning, NLP, Keras and NLTK

Asep Budi by Asep Budi
20 Juni 2024
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Why NLP is a must for your chatbot

chat bot using nlp

Let’s look at how exactly these NLP chatbots are working underneath the hood through a simple example. Alternatively, for those seeking a cloud-based deployment option, platforms like Heroku offer a scalable and accessible solution. Deploying Chat GPT on Heroku involves configuring the chatbot for the platform and leveraging its infrastructure to ensure reliable and consistent performance. Before delving into chatbot creation, it’s crucial to set up your development environment.

In the Sequential API, a model is defined as a sequence of layers, where each layer is added one at a time using the add() method. The layers can be instantiated with different types of neurons, such as Dense (fully connected), Convolutional, or Recurrent layers. Lemmatization is more complex than stemming, another text normalization technique, which involves removing the suffixes from a word to obtain a root form.

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