headline-analysis

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chigwell / headline-parser

A new package that processes news headlines or short text snippets to generate structured summaries of current events. It uses an LLM to extract key entities, topics, and sentiment, ensuring the outpu

sentiment-analysis consistency text-summarization topic-extraction entity-extraction news-aggregation content-moderation llm-integration headline-analysis text-based-input predefined-format structured-summaries news-processing discourse-tracking free-speech-analysis regulatory-issues no-media-files

Updated Dec 21, 2025
Python

chigwell / news-summizr

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news-summizr extracts structured summaries from headlines, labeling key points like announcement, products, region for quick insight.

pattern-matching data-analysis structured-extraction reporting-tools news-summary key-information-extraction workflow-integration headline-analysis retry-mechanisms reliable-output concise-summarization labeled-summaries

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

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