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structured-output-generation

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chigwell / perf-metric-xtr

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perf-metric-xtr extracts key performance metrics from tech announcements and outputs standardized summaries.

structured-output-generation text-based-performance-metric-extraction technology-announcement-parsing performance-improvement-quantification automated-benchmark-comparison multi-metric-summarization gputech-performance-analysis natural-language-processing-nlp-for-metrics standardized-technical-benchmark-reporting raw-text-to-structured-data-conversion performance-multiplier-extraction ray-tracingrendering-metric-parsing product-launch-performance-metrics comparative-technical-advancement-analysis metric-focused-text-summarization performance-benchmark-automation tech-press-release-parsing key-performance-indicator-kpi-extraction performance-delta-identification structured-technical-insights
  • Updated Dec 21, 2025
  • Python

chigwell / image-text-structurizer

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A new package that processes user-provided text descriptions of images and returns structured, validated outputs using pattern matching. It ensures that the generated content adheres to a predefined f

natural-language-processing pattern-matching schema-validation metadata-extraction prompt-engineering retry-logic llm-integration consistent-formatting reliable-extraction text-description-processing structured-output-generation xml-like-tagging image-summary-generation no-image-handling api-friendly-design validation-feedback-loop
  • Updated Dec 21, 2025
  • Python

chigwell / game-metr-analyzer

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A new package would help users analyze and interpret game narratives or story structures, specifically focusing on the METR (Mechanics, Esthetics, Technology, and Rhetoric) plot framework used in game

aesthetics-evaluation semantic-processing educational-resource structured-output-generation metr-framework-analysis game-narrative-breakdown plot-structure-extraction mechanics-identification technology-assessment rhetoric-analysis textual-description-parsing developer-support-tool critic-assistance systematic-narrative-evaluation nonsubjective-analysis automated-storyline-decomposition game-experience-analysis design-iteration-aid
  • Updated Dec 21, 2025
  • Python

setiawan25 / game-metr-analyzer

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🎮 Analyze game narratives using the METR framework to improve storytelling and design. Gain insights for developers, critics, and educators.

aesthetics-evaluation semantic-processing educational-resource structured-output-generation metr-framework-analysis game-narrative-breakdown plot-structure-extraction mechanics-identification technology-assessment rhetoric-analysis textual-description-parsing developer-support-tool critic-assistance systematic-narrative-evaluation nonsubjective-analysis automated-storyline-decomposition game-experience-analysis design-iteration-aid
  • Updated Mar 26, 2026
  • Python

Reetikverma31 / text2structured-summary

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📝 Generate structured summaries from unstructured text effortlessly with an LLM for enhanced clarity and organization.

text-analysis information-organization knowledge-extraction github-config content-structuring llm-summarization automated-summarization unstructured-text-processing structured-output-generation educational-content-integration llm-response-variability-handling pattern-adherence retries-and-diagnostics
  • Updated Mar 26, 2026
  • Python

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