regex-vs-llm-structured-text - Regex vs LLM Framework for Structured Text Parsing
Decision framework and hybrid pipeline for parsing structured text using regex first and reserving LLM calls for low-confidence edge cases.
Tags
Updated: 2026-09-16Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Parse structured text with regex
- Score extraction confidence
- Identify low-confidence extracted items
- Validate extractions with LLM
- Execute hybrid document parsing pipeline
Inputs
- Structured text content
- Confidence threshold
- LLM client instance
Outputs
- List of parsed items
- List of confidence flags
Requirements
- Python runtime
- LLM API access