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key-element-extraction

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chigwell / geopolitex-analyzer

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A new package that processes news headlines or short text inputs related to geopolitical and defense topics, such as reports on military capabilities or international competition. It uses an LLM to ge

comparative-analysis large-language-model structured-summaries news-headline-processing defense-reporting short-text-summarization key-element-extraction main-subject-identification implications-detection validation-pattern-matching information-consistency accuracy-verification international-competition military-capabilities
  • 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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