Tensorflow pipeline workflow

ella
(Pankaj Vagare) #1

Hi Everyone, I am Pankaj I just started working on rasa NLU. Please can anyone explain the rasa tensorflow pipeline in details ?

Thank you !

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(Ella Rohm-Ensing) #2

Hi Penkaj,

I’m happy to help you understand the Tensorflow pipeline. I don’t know how much of the docs you have read yet; if you haven’t seen this page yet I would recommend starting at the link below, which will give a brief explanation into which use cases the tensorflow_embedding pipeline is good for:

It also lists what the equivalent component pipeline is, i.e. the pre-configured pipeline that is

pipeline: "tensorflow_embedding"

is the same as

pipeline:
- name: "tokenizer_whitespace"
- name: "ner_crf"
- name: "ner_synonyms"
- name: "intent_featurizer_count_vectors"
- name: "intent_classifier_tensorflow_embedding"

The above link has description into how these components work in tandem, and you can read more about what each component does at the link below:

Feel free to come back to this thread with any specific questions that you don’t find answers to in the docs.

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