Show HN: Flexorch-audit – quality scoring and PII detection for LLM pipelines

Category: library

Tags: pii-detection, llm-pipeline, data-quality, regex, python-library

Score: 7.0/10 (Innovation: 6, Technical: 7, Documentation: 8, Utility: 7)

Flexorch-audit provides zero-dependency PII detection, quality scoring, and noise auditing for LLM pipelines via a single function call. It combines regex-based PII detection across multiple countries, text quality grading, and noise analysis without requiring external NLP frameworks or cloud APIs, making it a lightweight but practical tool for data preprocessing.

Target audience: backend devs, data engineers

Repository: https://github.com/flexorch/flexorch-audit · Python · MIT · 2 stars

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