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-2d61eacd106ad5144c99a85c84f070924af9b29103a507e115674d1b14b77181.json

@@ -0,0 +1,15 @@
+{
+  "db_name": "PostgreSQL",
+  "query": "UPDATE dev.videos SET processing_status = $1 WHERE uuid = $2",
+  "describe": {
+    "columns": [],
+    "parameters": {
+      "Left": [
+        "Jsonb",
+        "Text"
+      ]
+    },
+    "nullable": []
+  },
+  "hash": "2d61eacd106ad5144c99a85c84f070924af9b29103a507e115674d1b14b77181"
+}

.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"
+}

.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"
+}