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key-point-extraction

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chigwell / philosim

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A new package that leverages the power of llmatch-messages to provide structured insights into complex philosophical and scientific topics, such as the simulation hypothesis. Users can input a specifi

knowledge-extraction key-point-extraction llmatch-messages-integration structured-insights philosophical-topic-summarization scientific-topic-summarization simulation-hypothesis-analysis computer-science-perspective abstract-concept-accessibility clear-structured-responses relevant-theory-highlighting notable-research-identification consistent-output reliable-formatting analysis-friendly-format question-driven-summarization interdisciplinary-knowledge-synthesis ai-powered-summarizer topic-specific-answering
  • Updated Dec 21, 2025
  • Python

chigwell / moderatefocus

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A new package that analyzes user-submitted text queries about community moderation or platform policies (like why small voting projects get flagged) and returns structured insights. It uses an LLM to

pattern-matching text-analysis automated-analysis query-processing llm community-moderation non-opinionated user-queries key-point-extraction structured-insights consistent-output platform-policies reasoned-explanations moderation-pitfalls policy-understanding
  • 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 / accessiqlue

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A new package designed to take user input about accessibility challenges and generate structured summaries or actionable recommendations. It leverages advanced pattern matching with language model int

accessibility pattern-matching compliance language-model user-input automated-reporting feedback-analysis key-point-extraction structured-insights structured-summary actionable-recommendation needs-identification text-interpretation accessibility-planning user-feedback-processing
  • 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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