Increase versions, speed & update model downloading (#10)

Co-authored-by: Nicolas Dalsass <nicolasdalsass@users.noreply.github.com>

- Move FLAIR to resources_init & make non-en spaCy models optional
- Upgrade to spaCy 3 & increment plugin version
- Disable unused pipeline algos - divides recipe time roughly by two
- Allow multi-cpu processing - on a 8 core machine, divives recipe time roughly by 3

Merge pull request #8 from dataiku/feature/add-jp-support

Add Japanese Support

Merge pull request #7 from dataiku/task/fix-gensism-version

Task/fix gensism version

Bump version after fix on process_dataset_chunks

Update plugin.json

Update .gitignore

Update LICENSE

Add spacy multilingual model

Move plugin v1.1.0 to dedicated repo