feat: add migrations, test scripts, and utility tools

- Add database migrations (006-028) for face recognition, identity, file_uuid
- Add test scripts for ASR, face, search, processing
- Add portal frontend (Tauri)
- Add config, benchmark, and monitoring utilities
- Add model checkpoints and pretrained model references

config/production.toml

@@ -0,0 +1,123 @@
+# Momentry Core Production Configuration
+# Version: 1.0.0
+# Effective: 2025-03-27
+
+[server]
+host = "0.0.0.0"
+port = 3002
+workers = 4
+log_level = "info"
+max_connections = 1000
+keep_alive = 75
+
+[database]
+url = "postgres://accusys@localhost:5432/momentry"
+pool_size = 20
+idle_timeout = 300
+max_lifetime = 1800
+
+[redis]
+url = "redis://:accusys@localhost:6379"
+prefix = "momentry:"
+pool_size = 50
+connection_timeout = 5
+read_timeout = 3
+write_timeout = 3
+
+[storage]
+output_dir = "/Users/accusys/momentry/output"
+backup_dir = "/Users/accusys/momentry/backup"
+max_file_size = "10GB"
+
+[processors]
+asr_timeout = 7200    # 2 hours for long videos
+ocr_timeout = 3600    # 1 hour
+yolo_timeout = 14400  # 4 hours
+face_timeout = 3600   # 1 hour
+pose_timeout = 7200   # 2 hours
+asrx_timeout = 10800  # 3 hours for speaker diarization
+cut_timeout = 7200    # 2 hours for scene detection
+caption_timeout = 3600 # 1 hour for captioning
+story_timeout = 3600  # 1 hour for story generation
+default_timeout = 7200
+max_concurrent = 2    # Limit to prevent overload
+
+[asr]
+model_size = "medium"
+device = "cpu"
+language = "auto"
+task = "transcribe"
+beam_size = 5
+best_of = 5
+
+[ocr]
+languages = "en"
+confidence = 0.7
+gpu = false
+model_path = "~/.EasyOCR/model"
+
+[yolo]
+model_size = "yolov8n.pt"
+confidence = 0.25
+iou = 0.45
+gpu = false
+auto_save_interval = 30
+auto_save_frames = 300
+classes = ""  # empty = all classes
+
+[face]
+method = "haar"
+confidence = 0.5
+min_size = 30
+max_size = 300
+scale_factor = 1.1
+min_neighbors = 3
+gpu = false
+gpu_backend = "cpu"  # cpu, cuda, mps, rocm
+enable_mps = false
+
+[pose]
+model_size = "yolov8n-pose.pt"
+confidence = 0.25
+iou = 0.45
+gpu = false
+keypoint_confidence = 0.5
+max_persons = 10
+
+[asrx]
+model_size = "medium"
+device = "cpu"
+language = "en"
+batch_size = 16
+diarization = true
+min_speakers = 1
+max_speakers = 10
+
+[cut]
+method = "content"
+threshold = 27.0
+min_scene_length = 0.5
+show_progress = true
+
+[caption]
+model = "gpt-4"
+max_tokens = 1000
+temperature = 0.7
+
+[story]
+model = "gpt-4"
+max_tokens = 2000
+temperature = 0.8
+
+[audit]
+enabled = true
+log_file = "/Users/accusys/momentry/logs/audit.log"
+retention_days = 90
+
+[monitoring]
+enabled = true
+metrics_port = 9090
+health_check_interval = 30
+alert_threshold_cpu = 80
+alert_threshold_memory = 85
+alert_threshold_disk = 90