Update README.md

direct llm verification

simpler app launch

p

p

detail ;)

fix : applauncher isn't useful so deleted it and manual launch instead

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update agent.py

Update README.md