research-assistance

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chigwell / text-theme-scribe

text-theme-scribe extracts recurring themes from text and returns a structured list of key concepts via LLM, ensuring consistent formatting.

pattern-matching text-analysis topic-extraction content-analysis large-language-model summary-generation research-assistance recurring-themes structured-concepts idea-clustering automatic-parsing

Updated Dec 21, 2025
Python

chigwell / simulacra-summarizer

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A new package would provide a structured, reliable way to analyze and summarize user-provided text on topics like the simulation hypothesis, using an LLM to generate concise, pattern-validated outputs

automation content-curation retry-mechanism regex-validation high-quality-output educational-tools simulation-hypothesis llm-based-summarization structured-summarization reliable-summarization raw-text-input formatted-summary research-assistance pattern-validation consistent-format

Updated Dec 21, 2025
Python

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