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concise-summary-generation

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chigwell / idea-distiller

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A new package would process text inputs describing unconventional or controversial business or social initiatives, such as the 2012 program where homeless individuals were employed as mobile Wi-Fi hot

llm-summarization text-input-processing problem-extraction concise-summary-generation domain-specific-insight-extraction neutral-tone-maintenance pattern-validated-output unconventionalcontroversial-initiatives-focus marginalized-groups-empowerment public-internet-access-solution implementation-detail-exclusion consistency-enforcement human-prompt-integration
  • Updated Dec 21, 2025
  • Python

chigwell / concept-extractor

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A new package is designed to process complex conceptual prompts like "Dark Enlightenment" by leveraging language models with structured pattern matching. Users provide a descriptive text input related

theme-extraction llm-based-summarization concise-summary-generation structured-pattern-matching key-element-extraction conceptual-prompt-processing text-only-input-handling highly-reliable-output repeatable-summarization philosophical-analysis educational-insight analytical-contexts no-multimedia-processing structured-response-format pattern-matched-tokenization semantic-theme-categorization contextual-viewpoint-extraction
  • Updated Dec 21, 2025
  • Python

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