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

.sqlx/query-345d912734b063a7b30d52c066045553964d0a55453a7e26a4d8b8d758be3857.json

@@ -0,0 +1,14 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE dev.jobs SET status = 'COMPLETED', processed_frames = total_frames, updated_at = NOW() WHERE id = $1",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Uuid"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "345d912734b063a7b30d52c066045553964d0a55453a7e26a4d8b8d758be3857"
+}