The scenario
Given a source document, the flowchart walks through cleaning, sentence scoring with TextRank, top-N selection, and final summary assembly.
What is in this drawing
Read the decisions behind it.
01
Use extractive rather than abstractive summarization
02
Select top N sentences after ranking
03
Order selected sentences by original position
When you need a reusable extractive summarization pipeline that preserves original sentences and ranks them by importance.
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