Skip to content

feat: structural fingerprinting for incremental updates #1

Description

@rajnavakoti

Description

Hash document structure (headings, section order, key phrases) to create a fingerprint. When re-processing a document, compare fingerprints to identify which sections changed, enabling section-level incremental updates instead of full re-extraction.

Acceptance Criteria

  • Fingerprint generated per document section during extraction
  • Fingerprints stored alongside document metadata
  • On re-feed, only changed sections re-extracted
  • Cost savings reported: "3 of 12 sections changed, re-extracted only those"

Out of Scope

  • Semantic similarity-based change detection
  • Line-level diffing

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions