Install spacy in production server

Rasa Open Source
1

Hi, I would like to install spacy in production in order to use the spacyNLUTokenizer. However as we are alreay in production using Rasa X and the Quick install docker compose here.

Here is how my config.yml looks like. However it raises an error during training due to the fact that spacy is not installed.

language: "fr"  # your two-letter language code
pipeline:
  - name: SpacyNLP
  - name: SpacyTokenizer
  - name: SpacyFeaturizer
  - name: RegexFeaturizer
  - name: LexicalSyntacticFeaturizer
  - name: CountVectorsFeaturizer
  - name: CountVectorsFeaturizer
    analyzer: "char_wb"
    min_ngram: 1
    max_ngram: 4
  - name: DIETClassifier
    epochs: 100
  - name: EntitySynonymMapper
  - name: ResponseSelector
    epochs: 100
policies:
  - name: TEDPolicy
    max_history: 10
    epochs: 20
    batch_size:
    - 32
    - 64
  - max_history: 6
    name: AugmentedMemoizationPolicy
  - name: TwoStageFallbackPolicy
    core_threshold: 0.1
    nlu_threshold: 0.3
    fallback_nlu_action_name: action_default_ask_affirmation
    fallback_core_action_name: action_default_fallback
  - name: FormPolicy
  - name: MappingPolicy
  - name: MemoizationPolicy

Thanks in advance for any help.

Sincerely.

2

Hi, what is the base image that you are using?

3

Hi @dakshvar22, Thanks for your reply. I’m using the last version of rasa(1.10.8) & rasa X(0.30.1)

4

Perhaps you just needed to add the -full tag in the file where you specify the Rasa version? Building a Rasa Assistant in Docker