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-60cc008705cfea3a4532b9496db8f6ed0e3023436660bdf8ee81fe78fe270971.json

@@ -0,0 +1,15 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE dev.jobs SET status = 'FAILED', error_message = $2, updated_at = NOW() WHERE id = $1",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Uuid",
+        "Text"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "60cc008705cfea3a4532b9496db8f6ed0e3023436660bdf8ee81fe78fe270971"
+}