diff --git a/assistant/package.json b/assistant/package.json
index 47fe1be..e812084 100644
--- a/assistant/package.json
+++ b/assistant/package.json
@@ -63,6 +63,7 @@
     "dayjs": "^1.11.20",
     "dotenv": "^17.3.1",
     "get-port": "^7.1.0",
+    "meilisearch": "^0.55.0",
     "nanoid": "^5.1.6",
     "send": "^1.2.1",
     "supports-color": "^10.2.2",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index f31504c..12aaf44 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -61,7 +61,7 @@ importers:
         version: 7.7.4
       unstorage:
         specifier: ^1.17.4
-        version: 1.17.4(idb-keyval@6.2.2)(ioredis@5.9.3(supports-color@10.2.2))
+        version: 1.17.4(idb-keyval@6.2.2)(ioredis@5.9.3)
     devDependencies:
       '@kevisual/api':
         specifier: ^0.0.64
@@ -164,7 +164,7 @@ importers:
         version: 6.0.14(supports-color@10.2.2)
       unstorage:
         specifier: ^1.17.4
-        version: 1.17.4(idb-keyval@6.2.2)(ioredis@5.9.3(supports-color@10.2.2))
+        version: 1.17.4(idb-keyval@6.2.2)(ioredis@5.9.3)
       zod:
         specifier: ^4.3.6
         version: 4.3.6
@@ -232,6 +232,9 @@ importers:
       get-port:
         specifier: ^7.1.0
         version: 7.1.0
+      meilisearch:
+        specifier: ^0.55.0
+        version: 0.55.0
       nanoid:
         specifier: ^5.1.6
         version: 5.1.6
@@ -4054,6 +4057,9 @@ packages:
   mdn-data@2.12.2:
     resolution: {integrity: sha512-IEn+pegP1aManZuckezWCO+XZQDplx1366JoVhTpMpBB1sPey/SbveZQUosKiKiGYjg1wH4pMlNgXbCiYgihQA==}
 
+  meilisearch@0.55.0:
+    resolution: {integrity: sha512-qSMeiezfDgIqciIeYzh5E4pXDZZD7CtHeWDCs43kN3trLgl5FtfmBAIkljL3huFaOx08feYtC8FfIFUpVwq6rg==}
+
   merge2@1.4.1:
     resolution: {integrity: sha512-8q7VEgMJW4J8tcfVPy8g09NcQwZdbwFEqhe/WZkoIzjn/3TGDwtOCYtXGxA3O8tPzpczCCDgv+P2P5y00ZJOOg==}
     engines: {node: '>= 8'}
@@ -6718,7 +6724,7 @@ snapshots:
       '@opencode-ai/sdk': 1.2.24
       es-toolkit: 1.45.1
       nanoid: 5.1.6
-      unstorage: 1.17.4(idb-keyval@6.2.2)(ioredis@5.9.3(supports-color@10.2.2))
+      unstorage: 1.17.4(idb-keyval@6.2.2)(ioredis@5.9.3)
       ws: '@kevisual/ws@8.19.0'
       zod: 4.3.6
     transitivePeerDependencies:
@@ -7133,7 +7139,7 @@ snapshots:
       async: 2.6.4
       debug: 4.3.7(supports-color@10.2.2)
       eventemitter2: 6.4.9
-      extrareqp2: 1.0.0(debug@4.3.7(supports-color@10.2.2))
+      extrareqp2: 1.0.0(debug@4.3.7)
       ws: 7.5.10
     transitivePeerDependencies:
       - bufferutil
@@ -8606,7 +8612,7 @@ snapshots:
       ultrahtml: 1.6.0
       unifont: 0.7.3
       unist-util-visit: 5.0.0
-      unstorage: 1.17.4(idb-keyval@6.2.2)(ioredis@5.9.3(supports-color@10.2.2))
+      unstorage: 1.17.4(idb-keyval@6.2.2)(ioredis@5.9.3)
       vfile: 6.0.3
       vite: 6.4.1(@types/node@25.5.0)(jiti@2.6.1)(lightningcss@1.30.2)
       vitefu: 1.1.1(vite@6.4.1(@types/node@25.5.0)(jiti@2.6.1)(lightningcss@1.30.2))
@@ -9189,9 +9195,9 @@ snapshots:
 
   extend@3.0.2: {}
 
-  extrareqp2@1.0.0(debug@4.3.7(supports-color@10.2.2)):
+  extrareqp2@1.0.0(debug@4.3.7):
     dependencies:
-      follow-redirects: 1.15.9(debug@4.3.7(supports-color@10.2.2))
+      follow-redirects: 1.15.9(debug@4.3.7)
     transitivePeerDependencies:
       - debug
 
@@ -9250,7 +9256,7 @@ snapshots:
 
   flattie@1.1.1: {}
 
-  follow-redirects@1.15.9(debug@4.3.7(supports-color@10.2.2)):
+  follow-redirects@1.15.9(debug@4.3.7):
     optionalDependencies:
       debug: 4.3.7(supports-color@10.2.2)
 
@@ -10056,6 +10062,8 @@ snapshots:
 
   mdn-data@2.12.2: {}
 
+  meilisearch@0.55.0: {}
+
   merge2@1.4.1: {}
 
   micromark-core-commonmark@2.0.3:
@@ -11419,7 +11427,7 @@ snapshots:
 
   universalify@2.0.1: {}
 
-  unstorage@1.17.4(idb-keyval@6.2.2)(ioredis@5.9.3(supports-color@10.2.2)):
+  unstorage@1.17.4(idb-keyval@6.2.2)(ioredis@5.9.3):
     dependencies:
       anymatch: 3.1.3
       chokidar: 5.0.0