QDRANT_URL=http://localhost:6333
QDRANT_API_KEY=<your-qdrant-api-key>
MODEL_NAME=MCG-NJU/videomae-base
MODEL_SERVER_URL=http://localhost:9877
S3_BUCKET=<your-s3-bucket>
AWS_REGION=us-east-1
COLLECTION_NAME=ucf_crime_baseline
# VideoMAE 768-dim threshold — needs calibration on your dataset.
# Default 0.15 is conservative; run scripts/evaluate.py to tune.
ANOMALY_THRESHOLD=0.15

# --- Twelve Labs (cloud video understanding) ---
TWELVE_LABS_API_KEY=<your-twelve-labs-api-key>
TWELVE_LABS_API_URL=https://api.twelvelabs.io/v1.3
TWELVE_LABS_MARENGO_INDEX_NAME=anomaly-marengo-search
TWELVE_LABS_PEGASUS_INDEX_NAME=anomaly-pegasus-summary
TWELVE_LABS_MARENGO_MODEL=marengo2.7
TWELVE_LABS_PEGASUS_MODEL=pegasus1.2

# --- NVIDIA VSS ---
NVIDIA_VSS_BASE_URL=http://localhost:8080
VSS_ENABLED=false