NameError: name 'embedding_matrix' is not defined

[stajilov]

In conversation.py
Shared_Embedding = Embedding(output_dim=word_embedding_size, input_dim=dictionary_size, weights=[embedding_matrix], input_length=maxlen_input, name='Shared')
however it produces the error above, should we reimport embeddings?

[oswaldoludwig]

Hi Vladimir,

If this line has been processed, it's because you don't have the weights_file, see the code:

if os.path.isfile(weights_file): Shared_Embedding = Embedding(output_dim=word_embedding_size, input_dim=dictionary_size, input_length=maxlen_input, name='Shared') else: Shared_Embedding = Embedding(output_dim=word_embedding_size, input_dim=dictionary_size, weights=[embedding_matrix], input_length=maxlen_input, name='Shared') word_embedding_context = Shared_Embedding(input_context)

I suggest you download the net weights, "my_model_weights20.h5", which can be found here

[stajilov]

yes, thanks, I collected my own corpus and retrained it, the training failed, that's why I didn't have this file and the respective error

[oswaldoludwig]

Okay, so you have to download the Glove folder 'glove.6B' from here and include this folder in the directory of the chatbot.