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concise-summaries

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chigwell / eventlytics-summarizer

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A new package is designed to facilitate structured and reliable interactions with language models to generate concise summaries and extract key information from user-provided texts related to specific

pattern-matching information-extraction text-summarization incident-reports structured-output data-analysis-preparation retry-mechanisms language-model-interaction event-data-structuring narrative-content-processing system-prompt-engineering concise-summaries domain-specific-summarization
  • Updated Dec 21, 2025
  • Python

chigwell / summaryxtract

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A new package is designed to facilitate structured, reliable extraction of key insights from user-provided texts about cultural topics. It accepts a text input, such as an article or discussion prompt

contributions pattern-matching educators text-input researchers structured-extraction media-files content-creators textual-descriptions retry-mechanisms concise-summaries structured-summaries reliable-insights cultural-topics llm-powered-system core-themes historical-context accurate-responses consistent-responses unprocessed-raw-data
  • Updated Dec 21, 2025
  • Python

chigwell / text-snippet-summarizer

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A new package facilitates extracting a concise, structured summary from user-provided news headlines or brief texts by utilizing pattern matching and LLM interactions. This tool aims to help researche

pattern-matching text-analysis information-extraction text-summarization structured-data-extraction data-structuring insight-generation content-categorization natural-language-processing-nlp key-point-extraction headline-analysis concise-summaries theme-identification large-language-models-llms domain-specific-issues
  • Updated Dec 21, 2025
  • Python

chigwell / video-text-summarizer

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A new package designed to analyze and summarize video content by processing pre-extracted textual information such as transcripts, subtitles, and descriptions. It leverages structured pattern matching

video-summarization text-analysis content-discovery knowledge-extraction theme-extraction topic-identification transcript-analysis insight-generation subtitle-analysis concise-summaries domain-specific-insights video-description-analysis structured-pattern-matching text-based-video-analysis efficient-information-retrieval
  • Updated Dec 21, 2025
  • Python

chigwell / iac-summarizer

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A new package that analyzes technical arguments and extracts structured summaries from text discussions about infrastructure-as-code practices. It takes user-provided text (such as forum posts, articl

text-analysis terraform-modules code-summarization technical-documentation developer-insights structured-data-extraction natural-language-processing-nlp key-point-extraction structured-summarization pattern-validation concise-summaries large-language-models-llms infrastructure-as-code-iac technical-argument-analysis argument-extraction
  • Updated Dec 21, 2025
  • Python

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