NLP Pipeline Builder

Overview

Specialized ML pipelines for natural language processing. Handles text preprocessing, tokenization, transformer models (BERT, RoBERTa, GPT), fine-tuning, and deployment for production NLP systems.

NLP Tasks Supported

1. Text Classification

from specweave import NLPPipeline

# Binary or multi-class text classification
pipeline = NLPPipeline(
    task="classification",
    classes=["positive", "negative", "neutral"],
    increment="0042"
)