feat: improved document research & source emails are now printed

Upload app.py

Upload app.py

Upload app.py

debug: convert binary

debug: show embedding

debug: show embedding

fix: remove unused dependency

fix: revert to old compression method for parquet file & now show 10 first emails subjects

feat: brotli compression on parquer file, add auth passwd

feat: UI polish again, improve search in doc features & document list is now more explicit

feat: document search through LLM mock mode, UI polish

feat: documents loaded are now listed, UI polished and example added

chore: clean up unused imports

init: v1