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insight-generation

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Language: Python
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All 22 Python 10 Jupyter Notebook 6 TypeScript 2 Lex 1

chigwell / summarix

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Star 1

A new package designed to process user-inputted text statements or stories and extract structured summaries or insights using a reliable language model with pattern matching and retries. It simplifies

automation data-validation pattern-matching text-processing natural-language-understanding knowledge-extraction insight-generation language-model-integration retry-mechanisms reliable-parsing structured-summary-extraction prompt-to-data-transformation predefined-schema-mapping ambiguity-reduction storytelling-analysis conversation-framework actionable-data-output
  • Updated Dec 21, 2025
  • Python

chigwell / techsummly

Sponsor
Star 1

A new package designed to facilitate structured and reliable interactions with language models for analyzing and summarizing technical discussions. Given a detailed description or excerpt of a technic

natural-language-processing pattern-matching consistency-checking data-driven-insights issue-detection insight-generation ai-powered-analysis retry-mechanisms structured-data-output automated-auditing structured-summarization key-point-identification language-model-interaction technical-discussion-analysis reliable-information-extraction predefined-format-adherence clarity-guarantee technical-narrative-processing
  • Updated Dec 21, 2025
  • Python

chigwell / text-snippet-summarizer

Sponsor
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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

Sponsor
Star 1

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

SuryaVamsi-P / YouTube-User-Behavior-Analysis

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This project uncovers audience behavior patterns by analyzing YouTube video engagement metrics using Python. From 360° EDA to interactive dashboards, it breaks down how views, likes, dislikes, and comments reveal user sentiment and content performance, built with NumPy, Pandas, Seaborn, Dash, and hypothesis testing to produce real time analytics.

dashboard numpy eda pandas python3 seaborn dash scipy matplotlib feature-engineering data-cleaning hypothesis-testing interactive-visualizations youtube-analytics correlation-analysis csv-analysis insight-generation user-engagement-analysis
  • Updated May 24, 2025
  • Python

syed-waleed-ahmed / GTM-Intelligence-Platform

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An automated GTM intelligence platform for aggregating, categorizing, and generating insights from Revolut-related signals (news, funding, partnerships, etc.). The platform scrapes data from Google News, classifies it into GTM themes, and delivers concise summaries and actionable recommendations.

automation gtm slack-notifications data-aggregation github-actions signal-classification news-scraping insight-generation
  • Updated Nov 5, 2025
  • Python

OthmaneElb / techsummly

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🔍 Summarize technical discussions with TechSummly, a Python package that delivers clear insights and structured outputs from complex inputs.

pattern-matching consistency-checking data-driven-insights issue-detection insight-generation ai-powered-analysis retry-mechanisms structured-data-output automated-auditing structured-summarization key-point-identification language-model-interaction technical-discussion-analysis reliable-information-extraction predefined-format-adherence technical-narrative-processing
  • Updated Jan 25, 2026
  • Python

Radif-Rahman / text-snippet-summarizer

Star 0

📝 Extract clear, concise summaries from news headlines and brief texts for faster insights in research and reporting on complex issues.

javascript json pattern-matching text-analysis information-extraction text-summarization manifest-json 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 Jan 25, 2026
  • Python

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