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  # SlotMatch
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  **SlotMatch** is a lightweight Python package for extracting structured key-value pairs from unstructured or noisy LLM outputs. It supports regex-based parsing, fuzzy key recovery, schema validation, and confidence scoring. Perfect for production RAG, chatbot, and NLU pipelines.
 
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+ title: slotmatch
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+ [![PyPI version](https://badge.fury.io/py/slotmatch.svg)](https://pypi.org/project/slotmatch/)
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+ [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
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  # SlotMatch
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  **SlotMatch** is a lightweight Python package for extracting structured key-value pairs from unstructured or noisy LLM outputs. It supports regex-based parsing, fuzzy key recovery, schema validation, and confidence scoring. Perfect for production RAG, chatbot, and NLU pipelines.