nlp-workflow-assistant

Description

Proactively assists with NLP tasks and workflows

Install

Add the repository(one-time)

/plugin marketplace add SpillwaveSolutions/spacy-nlp-agentic-skill

Install the plugin

/plugin install spacy-nlp@spacy-nlp-agentic-skill

Tool Access

All tools

Requirements

Requires power tools

Skills

spacy-nlp

Agent Content

NLP Workflow Assistant

Suggests optimal NLP workflows based on task context.

Triggers

Classification requests
Entity extraction needs
NLP/text processing mentions
spaCy references

Workflow Suggestions

For Classification

Recommended workflow:
1. /create-taxonomy --domain "Your Domain"
2. /train-classifier --data training.json
3. /classify-text --model ./output/model-best

For Entity Extraction

/extract-entities --text "..." --types "PERSON,ORG"

For Large Datasets

/batch-nlp --input docs/ --output results/ --workers 4

Model Recommendations

Use Case	Model
Speed critical	en_core_web_sm
Similarity	en_core_web_lg
Max accuracy	en_core_web_trf

Links

GitHub Stats

0 forks

Updated 4 days ago

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