feat: restored scientific validation charts for pothole_v2 baseline

chore: whitelist scientific charts for deployment

feat: implement dynamic model-specific samples and resolve session stability error

chore: track model evaluation artifacts via LFS

fix: restored tab_report signature and corrected indentation

fix: resolved IndentationError in tab_report

feat: added more image samples and civil assessment demo mode

deploy: migrated demo assets to cloud folder and updated path logic

fix: added missing langchain-community and utility dependencies

deploy: Integrated Git LFS for models and engineering manuals

deploy: Added system packages for Hugging Face Spaces

deploy: Automated Pavement Distress System - Professional Launch v1.0

fix: Switched to gemini-flash-latest to resolve persistent 404 error

fix: Reverted to Gemini 1.5 Flash to resolve quota limits

fix: Switched to Gemini 2.0 Flash to resolve model 404 error

fix: Explicitly set Gemini API version to v1 to resolve 404 error

fix: Optimized RAG imports for latest LangChain version

fix: Corrected internal package imports after professional restructuring

refactor: Implemented professional modular structure (apds package)

cleanup: Finalized test reorganization by removing duplicates from root

chore: Organized all test scripts into a dedicated tests/ package

chore: Removed redundant scripts and raw data files to streamline repository

feat: Integrated RAG AI Expert Consultant with local optimized embeddings

Stable state: Public portfolio readiness & hardware bulletproofing

pre-RAG stable state: Organized weights and artifacts