diff --git a/package-lock.json b/package-lock.json
index 8ce5e63..d2505d2 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -14,7 +14,7 @@
         "better-sqlite3": "^12.8.0",
         "chromadb": "^1.10.0",
         "commander": "^12.0.0",
-        "fastembed": "^1.14.0",
+        "fastembed": "^2.1.0",
         "ollama": "^0.5.18",
         "openai": "^4.0.0",
         "simple-git": "^3.33.0",
@@ -545,6 +545,30 @@
         "hono": "^4"
       }
     },
+    "node_modules/@huggingface/hub": {
+      "version": "2.11.0",
+      "resolved": "https://registry.npmjs.org/@huggingface/hub/-/hub-2.11.0.tgz",
+      "integrity": "sha512-WS6QGaXYeBVFlaB4SOn6z4LGUpLB5kRZNL08uUni4izX353KxiwwZMK5+/AWX86MJh8SMZNa/JFcvFCcQsbszQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@huggingface/tasks": "^0.19.90"
+      },
+      "bin": {
+        "hfjs": "dist/cli.js"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "optionalDependencies": {
+        "cli-progress": "^3.12.0"
+      }
+    },
+    "node_modules/@huggingface/tasks": {
+      "version": "0.19.90",
+      "resolved": "https://registry.npmjs.org/@huggingface/tasks/-/tasks-0.19.90.tgz",
+      "integrity": "sha512-nfV9luJbvwGQ/5oKXkKhCV9h4X7mwh1YaGG3ORd6UMLDSwr1OFSSatcBX0O9OtBtmNK19aGSjbLFqqgcIR6+IA==",
+      "license": "MIT"
+    },
     "node_modules/@isaacs/fs-minipass": {
       "version": "4.0.1",
       "resolved": "https://registry.npmjs.org/@isaacs/fs-minipass/-/fs-minipass-4.0.1.tgz",
@@ -948,6 +972,19 @@
         }
       }
     },
+    "node_modules/cli-progress": {
+      "version": "3.12.0",
+      "resolved": "https://registry.npmjs.org/cli-progress/-/cli-progress-3.12.0.tgz",
+      "integrity": "sha512-tRkV3HJ1ASwm19THiiLIXLO7Im7wlTuKnvkYaTkyoAPefqjNg7W7DHKUlGRxy9vxDvbyCYQkQozvptuMkGCg8A==",
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "string-width": "^4.2.3"
+      },
+      "engines": {
+        "node": ">=4"
+      }
+    },
     "node_modules/cliui": {
       "version": "8.0.1",
       "resolved": "https://registry.npmjs.org/cliui/-/cliui-8.0.1.tgz",
@@ -1467,12 +1504,13 @@
       "license": "BSD-3-Clause"
     },
     "node_modules/fastembed": {
-      "version": "1.14.4",
-      "resolved": "https://registry.npmjs.org/fastembed/-/fastembed-1.14.4.tgz",
-      "integrity": "sha512-ZU9hpQRkYKPD/k0A6NzFe/Z9voSU3Saxve/1kLY9aS9iyUJYLJPI/3gsDgRA9uxwIMi8w7/tjH1lRW8K1N+wWA==",
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/fastembed/-/fastembed-2.1.0.tgz",
+      "integrity": "sha512-oQkpcRHBppJ3+a3w9dU0uytSY0N1cnEa/iVMc8AXEd+tvT529GekOEFhNviJy89R3lvQXF6cdIMTXHj1Gi00xQ==",
       "license": "MIT",
       "dependencies": {
         "@anush008/tokenizers": "^0.0.0",
+        "@huggingface/hub": "^2.7.1",
         "onnxruntime-node": "1.21.0",
         "progress": "^2.0.3",
         "tar": "^6.2.0"
diff --git a/package.json b/package.json
index e90a00f..9a89209 100644
--- a/package.json
+++ b/package.json
@@ -35,7 +35,7 @@
     "better-sqlite3": "^12.8.0",
     "chromadb": "^1.10.0",
     "commander": "^12.0.0",
-    "fastembed": "^1.14.0",
+    "fastembed": "^2.1.0",
     "ollama": "^0.5.18",
     "openai": "^4.0.0",
     "simple-git": "^3.33.0",