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regex-based-validation

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chigwell / thematic-structurizer

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A new package would process user-provided text input related to historical or thematic content—such as summaries, descriptions, or analyses of topics like persuasion techniques from antiquity—and retu

consistency reliability text-analysis data-extraction text-summarization text-processing structured-output content-curation educational-tools llm retry-mechanisms pattern-validation historical-content thematic-content regex-based-validation predefined-format standardized-data-extraction free-form-text research-assistants text-description
  • Updated Dec 21, 2025
  • Python

Nihad309 / thematic-structurizer

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📜 Transform historical and thematic text into structured data with precision using this Python package, ensuring consistent results with pattern validation.

nlp drs structured-data language-models summaries unstructured-text structured-output historical-texts historical-content thematic-content regex-based-validation free-form-text research-assistants text-description structured-summaries cultural-topics textual-inputs thematic-breakdowns multimedia-exclusion
  • Updated Jan 8, 2026
  • Python

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