Improve lab knowledge graph from common labs PDF

Expand lab knowledge graph markers and videos

Expand lab knowledge graph to 107 markers with curated YouTube videos.

Polish trace steps and add marker video embeds to reports.

Add agent trace panel, vision extraction, and local Transformers backend.

feat: gentler fine-tune + diversified synth data + interpretation engine + before/after eval

Add knowledge graph health report pipeline