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5 hours ago
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One-line, opinionated document summarizer for PDFs, Word, or text — optimized for context retention, not token count.
Summarizing long documents shouldn’t mean losing meaning.
Most tools today truncate context just to fit into token limits — resulting in shallow, inaccurate summaries.
docsumm-ai was built to fix that.
We designed it for researchers, analysts, and AI developers who care about both fidelity and efficiency.
It automatically adapts to document structure, ensuring retention of key insights from text, Word, or PDFs — in a single line.
✅ One-line summarize() — clean summaries with context retention
✅ Handles PDFs, DOCX, TXT — no format left behind
✅ Context-aware chunking — semantic segmentation, not blind splitting
✅ Adaptive compression — keeps the right level of detail per section
✅ CLI + Python API — works both in scripts and terminal
✅ Transparent JSON + Markdown output — reproducible and human-readable
