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structured-summary-extraction

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chigwell / summarix

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A new package designed to process user-inputted text statements or stories and extract structured summaries or insights using a reliable language model with pattern matching and retries. It simplifies

automation data-validation pattern-matching text-processing natural-language-understanding knowledge-extraction insight-generation language-model-integration retry-mechanisms reliable-parsing structured-summary-extraction prompt-to-data-transformation predefined-schema-mapping ambiguity-reduction storytelling-analysis conversation-framework actionable-data-output
  • Updated Dec 21, 2025
  • Python

chigwell / archaeo-summarizer

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Star 1

archaeo-summarizer extracts structured summaries from archaeological and historical texts, highlighting key findings and cultural developments for efficient research.

textual-data-processing language-model-integration structured-summary-extraction archaeological-research-tools historical-text-analysis concise-narrative-summarization key-findings-identification cultural-development-analysis migration-pattern-extraction standardized-research-outputs digestible-research-summaries cross-study-data-comparison interdisciplinary-historical-analysis neolithic-studies-automation text-based-research-automation privacy-preserving-data-processing data-safety-for-sensitive-research textual-data-standardization ai-assisted-historical-research research-workflow-optimization
  • Updated Dec 21, 2025
  • Python

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