Building an Enterprise Chatbot by Abhishek Singh & Karthik Ramasubramanian & Shrey Shivam

Author:Abhishek Singh & Karthik Ramasubramanian & Shrey Shivam
Language: eng
Format: epub
ISBN: 9781484250341
Publisher: Apress

output_word = ""

for word, index in review_tokenizer.word_index.items():

if index == predicted:

output_word = word

break

seed_text += " " + output_word

return seed_text

Training the RNN Model

Finally, now we use the dataset_preparation() method to prepare the data and then pass the output to the create_model() method to start the training. The training automatically stops after 100 epochs. Since epoch is a hyperparameter, we could change the value to reduce the loss value further.X, Y, max_len, total_words = dataset_preparation(review_data)

model = create_model(X, Y, max_len, total_words)

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