Add RIVERS_PATH and BUILDINGS_PATH to execute_python_code docstring so agent knows about them

Remove Windows-built Pyoxigraph database to force Linux rebuild on HF

Update knowledge graph tool docstrings to explicitly instruct the agent to use them for catchments

Fix execute_python_code docstring to use relative Hugging Face LAKES_PATH instead of hardcoded local paths

Print exception traceback to stderr in tools.py to expose hidden errors

Fix requirements.txt utf-16 null bytes

Fix requirements.txt encoding

Add geedim to requirements.txt for geemap download_ee_image

Fix hf_hub_download to handle nested directory structure

Updated SMP model

Fix model path to point to lake_segmentation/best_model.pth for huggingface dataset download

Update lake segmentation model to best_model_new.pth and fix inference paths

Removed invalid timeout argument

Uncommented debug logs

Fixed Javascript crash and removed logs

Fixed Javascript crash caused by hidden HTML element

Added timeout to LLM API

Updated website UI

Fix hardcoded GEE project

Fix geemap dependency and GEE auth hang

Auto-rebuild Pyoxigraph database on HF Space startup

Expose internal logs on success

Switch LLM to exactly Qwen3-4B-Instruct-2507

Downgrade LLM to Qwen2.5-7B to bypass 402 API error

Capture full LLM agent crash logs to UI

Patch XGBoost SHAP base_score bug

Add river and stage2 gpkg to downloader

Fix robust heavy file download loop

Fix gnn import path

Fix PyTorch pip version tags

Fix PyTorch pip dependency sequence

Add Hugging Face README config

Deploy safely without secrets