nlp-pipeline
CommunityUnlock insights from text with NLP.
Data & Analytics#summarization#nlp#sentiment analysis#text analysis#named entity recognition#relation extraction#text classification
Authoran8079
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates complex natural language processing tasks, transforming raw text into structured, actionable insights.
Core Features & Use Cases
- Comprehensive NLP Suite: Perform tokenization, Named Entity Recognition (NER), text classification, summarization, sentiment analysis, and relation extraction.
- Knowledge Graph Construction: Extract entities and relationships to build knowledge graphs from documents.
- Document Analysis: Analyze sentiment, classify content, and summarize long texts for quick understanding.
- Use Case: Process customer feedback to identify key issues (NER), gauge overall sentiment, and categorize feedback types, enabling targeted product improvements.
Quick Start
Use the nlp-pipeline skill to extract named entities and analyze the sentiment of the provided text.
Dependency Matrix
Required Modules
transformerstorchdatasets
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: nlp-pipeline Download link: https://github.com/an8079/take-skills/archive/main.zip#nlp-pipeline Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.