Document Structure Preservation & Format Trust Layers
Preserving Markdown and Semantic HTML markup to prevent plain-text tabular collapse, heading scope erasure, and arbitrary chunk boundary cuts.
Architectural Orientation
Part of the RAG Systems sub-track in Trust & Retrieval Engineering, Document Structure Preservation & Format Trust Layers defines the critical patterns and verification criteria needed for production reliability.
Key Engineering Principles
Enforce strict input sanitization, JSON schema compliance, and post-generation guardrails to maintain system predictability.
Bind all prompt modifications to automated regression evaluation suites with quantitative threshold pass/fail assertions.
Stream token usage, p95 latency, model confidence scores, and hallucination indicators directly to enterprise OpenTelemetry collectors.
Evaluate document parsing pipelines against complex PDF tables, heading hierarchies, and OCR noise.
Community Discussion & Feedback
Attributed peer feedback and official Netspective architecture notes.