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jedarden
006dfb286c Add research: color visibility, medical/scientific, multilingual, digital signatures 
Four new extraction research documents covering color space and contrast
analysis for text visibility, medical/scientific document structure
(ICH E3, IMRaD, FDA labeling, eCTD), multilingual mixed-script extraction
with UBA bidi handling and CJK vertical text, and digital signature
metadata extraction with DocMDP integrity context.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 15:41:43 -04:00
jedarden
eac3235291 Add research: rendering modes, legal/financial patterns, confidence scoring, engineering docs 
Four new extraction research documents covering text rendering modes
(Tr 0-7 including invisible OCR layers), legal/financial document
extraction patterns, character-level confidence aggregation with output
schema, and PDF/E engineering document handling (CAD, GD&T, schematics).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 15:35:48 -04:00
jedarden
8f8138a65e Add research: font subsetting, LaTeX patterns, redaction detection 
Three new extraction research documents covering subset font Unicode
recovery, pdfLaTeX/XeLaTeX encoding tables and two-column layout, and
proper vs. improper redaction detection with output schema.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 15:30:52 -04:00
jedarden
04b60a1cf7 Add three research documents: CJK encoding, pipeline synthesis, linearization 
- cjk-and-asian-script-encoding: all six CJK encoding systems, Type 0
  composite font pipeline, predefined CMap tables for Japan1/GB1/CNS1/Korea1,
  Shift-JIS/GB18030/Big5 byte structure, missing ToUnicode recovery via
  Adobe CID tables, full-width normalization, vertical text detection
- extraction-pipeline-overview: end-to-end 9-stage synthesis referencing
  all 36 research documents; stages: file open, metadata, page classification,
  content extraction (4 sub-paths), font pipeline, span assembly, normalization
  and quality, supplementary content, output serialization; ASCII data-flow
  diagram
- linearized-pdf-and-streaming: linearization dict keys, hint stream
  bitfield tables, first-page xref lazy parsing, HTTP range request pattern,
  staleness validation, incremental update interaction, NDJSON streaming,
  partial file extraction, lazy PageIter API with rayon par_bridge

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 15:26:36 -04:00
jedarden
116db89c95 Add three research documents on routing and text reconstruction 
- word-boundary-reconstruction: expected position formula with Tc/Tw/Tz,
  TJ kerning gap detection, Td/Tm jump analysis, four space-width threshold
  strategies including adaptive histogram, multi-column gap discrimination
- scanned-vs-vector-page-classification: four-category taxonomy, fast
  pre-checks, image coverage AABB computation, character density ratio,
  validity rate, glyph bbox plausibility, region routing map, confidence
  scoring with cost-aware OCR threshold
- pdfa-compliance-and-extraction: ISO 19005 part/level matrix, XMP
  pdfaid detection, Level B/U/A guarantee implications for extraction,
  font embedding requirements, artifact tagging, PDF/A-3 embedded files,
  PdfaLevel enum with per-level fast-path branching

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 15:22:08 -04:00
jedarden
9420964b73 Add three research documents on parser correctness fundamentals 
- graphics-state-tracking: full q/Q stack, text state operators, color
  space tracking, ExtGState keys, clip path management, CTM concatenation,
  blend mode/soft mask visibility, Form XObject isolation, GraphicsState
  Rust struct with is_text_visible implementation
- cmap-format-and-cid-encoding: CMap file structure, codespace range
  scan grammar, bfchar/bfrange/cidchar/cidrange semantics, usecmap
  inheritance with predefined CJK CMap inventory, mixed-length parsing
  state machine, ToUnicode defect handling, Rust CMap struct design
- content-stream-concatenation: multi-stream concatenation with 0x0A
  injection, continuous graphics state across boundaries, resource
  inheritance page-tree walk, Form XObject and Type 3 resource isolation,
  ResourceStack design, EI disambiguation in binary data, lazy decompression

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 15:16:41 -04:00
jedarden
f805e52fa3 Add four research documents focused on readable text production 
- type3-font-extraction: CharProcs stream parsing, TeX/dvips naming
  conventions, dHash shape fingerprinting, nested font stacks, OCR fallback
- watermark-and-background-separation: five PDF watermark mechanisms,
  transparency tracking, cross-page repetition, WCAG contrast detection,
  raster inpainting, diagonal watermark removal pipeline
- historical-and-degraded-document-extraction: eight degradation categories,
  bleed-through removal, illumination correction, Sauvola binarization,
  stroke reconstruction, Fraktur/long-s handling, confidence-gated output
- complex-layout-reading-order: baseline clustering, XY-cut, Docstrum,
  RLSA smearing, mixed-layout detection, sidebar/inset/footnote ordering,
  perplexity-based confidence with natural_order fallback

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 15:13:10 -04:00
jedarden
31e715633d Add four research documents on text quality and document-type handling 
- text-readability-validation: character/word/entropy/perplexity checks,
  symbol font detection, remediation decision tree, span quality metadata
- post-ocr-text-correction: error taxonomy, confusable tables, noisy channel
  n-gram model, regex patterns, hyphenation, layout-based correction pipeline
- presentation-and-spreadsheet-pdfs: detection heuristics, slide structure,
  bullet hierarchy, speaker notes, hairline grid detection, sheet boundaries,
  cell type inference, Rust output schema
- semantic-text-reconstruction: beam search n-gram reconstruction, NER
  validation, domain lexicons, cross-span consistency, abbreviation expansion,
  citation repair, coherence scoring, ReconstructedSpan output schema

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 15:07:30 -04:00
jedarden
a7673c906f Add 12 research documents covering full PDF extraction surface 
Infrastructure and parsing:
- raster-ocr-pipeline: trigger detection, preprocessing, Tesseract integration,
  assisted OCR, HOCR alignment, multi-language, performance
- image-and-figure-extraction: XObjects, inline images, filter decoding,
  color spaces, geometry, form XObjects, transparency, figure detection
- form-fields-and-annotations: AcroForm types, XFA, widget appearance
  streams, rich text, annotation text, output schema
- pdf-encryption-and-security: R2-R6 key derivation, object-level
  decryption, permission flags, RustCrypto implementation approach
- page-geometry-and-document-structure: page tree, all five page boxes,
  rotation, coordinate inversion, page labels, outlines, named destinations
- optional-content-groups: OCG/OCMD visibility, usage dictionary, default
  state resolution, content stream marking, multilingual layer patterns
- invisible-and-hidden-text: all 8 Tr modes, PDF/A invisible layer pattern,
  white-on-white, zero-opacity, clipped text, color tracking
- malformed-pdf-repair-and-recovery: xref recovery, stream length repair,
  syntax tolerance, partial extraction, structured warnings

Quality and metadata:
- xmp-and-document-metadata: /Info vs XMP, all namespaces, RDF/XML
  parsing, conflict resolution, encrypted metadata, thumbnails
- embedded-files-and-portfolios: EmbeddedFile streams, Filespec,
  AF relationships, Portfolio detection, ZUGFeRD/Factur-X, security
- performance-and-streaming-architecture: mmap, lazy loading, NDJSON
  streaming, rayon parallelism, font caching, axum HTTP server
- benchmark-and-test-methodology: CER/WER/TEDS metrics, corpus
  categories, reading order scoring, regression CI, public datasets

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 15:05:42 -04:00
jedarden
b805593973 Add six research documents covering output-side extraction topics 
- table-structure-reconstruction: line detection, gap analysis, Hough
  transform, graph-based cell reconstruction, merged cells, multi-page tables
- mathematical-expression-handling: five encoding cases, OpenType MATH table,
  symbol font recovery, spatial heuristics, LaTeX reconstruction, fallback tiers
- language-detection-and-script-handling: UAX #24/#9, Arabic/Hebrew bidi,
  CJK vertical text, ligature normalization, whatlang/lingua integration
- document-classification-and-zone-labeling: margin heuristics, font
  clustering, cross-page recurrence, footnote/caption/sidebar detection
- post-extraction-normalization: hyphen handling, ligature expansion,
  paragraph reconstruction, Unicode normalization, pipeline ordering
- chunking-for-llm-consumption: semantic snapping, heading hierarchy,
  sliding window overlap, table chunking strategies, token budget, late chunking

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 14:56:25 -04:00
jedarden
ef9c03095d Add SDK architecture notes covering top 10 languages 
Covers TypeScript, C#, C++, PHP, and Kotlin gaps with full code examples
for both subprocess and HTTP tracks, NuGet RID packaging detail, PHP FFI
options, and implementation sequencing.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 14:51:25 -04:00
jedarden
f87579b100 Rewrite README to lead with capabilities, drop competitor references 
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 14:46:33 -04:00
jedarden
c2870e6640 Add research docs and SDK invocation notes 
Four research documents covering PDF spec fundamentals, font types and
encoding, glyph Unicode recovery, and tagged PDF structure/reading order.
SDK invocation notes with subprocess and HTTP examples for Python, Node.js,
Go, Ruby, Java, Rust, and Bash.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 14:33:34 -04:00
jedarden
4ae798c8b1 Initial repo scaffold with README and docs structure 
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-16 14:26:16 -04:00