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reliable-extraction

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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 / lawhead-extractor

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lawhead-extractor parses legal headlines, extracting parties, claim type and outcome using an LLM with pattern matching for accuracy.

pattern-matching accuracy retries text-input outcome parties-involved llm-analysis legal-professionals structured-information-extraction reliable-extraction legal-case-headlines type-of-claim consistent-formatted-response key-details news-analysts quick-extraction case-details short-descriptions
  • Updated Dec 21, 2025
  • Python

chigwell / perfbenchify

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A new package that transforms unstructured text descriptions of software performance benchmarks into standardized, comparable metrics. Users input text descriptions of performance tests, and the packa

libraries text-extraction performance-benchmarks unstructured-text retry-mechanism data-driven-decisions performance-optimizations software-frameworks llmatch-messages reliable-extraction standardized-metrics comparable-metrics speed-improvements latency-reductions throughput-increases consistent-output-format unreliable-llm-responses
  • Updated Dec 21, 2025
  • Python

chigwell / unix4summary

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A new package designed to facilitate the extraction of structured summaries or key information from user inputs related to Unix Fourth Edition. It processes textual prompts about Unix concepts, comman

pattern-matching key-information-extraction retry-mechanisms text-based-inputs consistent-formatting unix-fourth-edition structured-summaries textual-prompts unix-concepts command-syntax system-features organized-details concise-explanations system-behaviors reliable-extraction documentation-summaries
  • Updated Dec 21, 2025
  • Python

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