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theme-identification

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chigwell / vidlytics

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vidlytics extracts text from multimedia, generates domain-specific summaries & insights from prompts, enabling quick understanding without direct video processing.

text-extraction video-processing text-summarization content-analysis domain-specific content-understanding media-analysis content-comprehension multimedia-content structured-prompts automated-summarization theme-identification quick-insights caption-extraction pattern-based-extraction pre-processed-data core-idea-extraction text-based-analysis efficient-content-processing multimedia-interpretation
  • 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 / socialtextlytics

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A new package that analyzes social media post text to extract structured insights about audience engagement patterns, such as identifying common themes in highly liked content or predicting potential

text-analysis text-processing predictive-analytics content-insights social-media-analysis audience-engagement subscriber-growth comment-analysis structured-insights theme-identification post-language-analysis categorized-feedback engagement-patterns highly-liked-content description-analysis
  • Updated Dec 21, 2025
  • Python

chigwell / cloudinsight-extractor

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A new package designed to analyze and extract structured insights from user-submitted summaries or descriptions related to cloud infrastructure topics. Given an input text about a specific subject lik

text-analysis cloud-infrastructure language-model trend-analysis structured-insights theme-identification innovation-extraction information-summarization technical-domains decision-making-support
  • Updated Dec 21, 2025
  • Python

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