Add retrieval model artifacts for Spaces runtime

Add Stage 3 fast retry, stricter preflight, and timeout tuning

Stop executor shutdown from blocking after LLM timeouts

Add missing langchain dependencies for Stage 3 selection

Track PNG assets with Git LFS

Track wiki_pages CSV with Git LFS

Align Gradio dependency with HF Space SDK version

Refine UI guidance, tag toggle cues, and hover tooltip metadata

Polish Gradio UI layout/tooltips and remove dead helper code

Refine tag toggle UI ordering/colors and add category assignment analysis artifacts

Add synchronized lego-style tag toggles and prompt builder UI

Speed up retrieval exact/alias fasttext path and rerun n30 eval

Add n30 caption-evident set and per-group display blend overrides

Switch Stage3 to explicit-only no-why selection, drop bear probe, and set k=1 defaults

Consolidate pending pipeline, structural, and analysis updates

Remove dead retrieval/display helpers and simplify debug paths

Remove Stage3 bootstrap rerank and add experiment memory log

Simplify Stage3 chunking to interleave-only and add eval diagnostics

Add eval audit tools, caption-evident set, and logging

Record non-fatal pipeline issues in eval JSONL outputs

Clarify stage3_debug rewrite-first behavior in quickstart docs

Remove outdated branch list from project summary

Add mandatory workspace bootstrap steps for Git alignment

Add comprehensive project documentation for session continuity

Fix eval_categorized.py to work with eval_pipeline.py output

Remove binary PNG files (use Hugging Face XET storage instead)

Add eval results for debugging

Add ranking metrics infrastructure to eval pipeline

Add per-category evaluation metrics script

Fix constraints: body_type, species, gender are multi-select

Add tag categorization pipeline for e621 checklist

Improve topless/bottomless definitions to prevent confusion

Fix Windows encoding issues in diagnostic script

Add diagnostic script for structural clothing inference

Redesign structural inference as group-based system with wiki data

extracted tag groups and wiki definitions

Add per-tag evidence tracking and wiki extraction script

Add compact eval analysis script for new output format

eval with structural inference + strong_implied + implications 50 images

eval with structural inference + strong_implied + implications

Rewrite structural inference prompt for better Llama 3.1 8B performance

Add structural tag inference (Stage 3s) and compact eval output

Default min_why to strong_implied; add retrieval gap analysis script

eval with expanded GT and leaf metrics

Normalize GT annotations: expand implications, exclude non-evaluable tags

eval with min_why=explicit + implications

Add tag implication expansion (fox→canine→canid→mammal)

eval results with min_why=explicit bug fix

Remove data/eval_results/ from .gitignore so eval results are tracked

Fix min_why not passed to workers in parallel eval mode