Add field guide and few-shot examples to extraction prompt.

Remove dead chat code and obsolete planning docs.

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

Add knowledge graph health report pipeline

feat(extraction): offline llama-server backend + tolerant JSON parsing

Restore automatic PDF page extraction

Add OpenBMB lab extraction app