diff --git a/package-lock.json b/package-lock.json
index 6ebc585..bebe355 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -9,8 +9,8 @@
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@@ -39,6 +39,16 @@
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       "resolved": "https://registry.npmjs.org/simple-wcswidth/-/simple-wcswidth-1.1.2.tgz",
@@ -6102,6 +6188,12 @@
         "wordwrap": "cli.js"
       }
     },
+    "node_modules/sprintf-js": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.1.3.tgz",
+      "integrity": "sha512-Oo+0REFV59/rz3gfJNKQiBlwfHaSESl1pcGyABQsnnIfWOFt6JNj5gCog2U6MLZ//IGYD+nA8nI+mTShREReaA==",
+      "license": "BSD-3-Clause"
+    },
     "node_modules/stackback": {
       "version": "0.0.2",
       "resolved": "https://registry.npmjs.org/stackback/-/stackback-0.0.2.tgz",
@@ -6130,26 +6222,6 @@
         "node": ">= 0.4"
       }
     },
-    "node_modules/streamx": {
-      "version": "2.28.0",
-      "resolved": "https://registry.npmjs.org/streamx/-/streamx-2.28.0.tgz",
-      "integrity": "sha512-1Yowhzjf0ivGMrTIkY9hav5TxobO9qIVqUE41fiCGMGgc3CLlf4MY+9AHmZqBWgDTue0fY9zWjYFVyf6Diuobw==",
-      "license": "MIT",
-      "dependencies": {
-        "events-universal": "^1.0.0",
-        "fast-fifo": "^1.3.2",
-        "text-decoder": "^1.1.0"
-      }
-    },
-    "node_modules/string_decoder": {
-      "version": "1.3.0",
-      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz",
-      "integrity": "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==",
-      "license": "MIT",
-      "dependencies": {
-        "safe-buffer": "~5.2.0"
-      }
-    },
     "node_modules/string-width": {
       "version": "4.2.3",
       "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
@@ -6342,50 +6414,6 @@
         "node": ">=14.16"
       }
     },
-    "node_modules/tar-fs": {
-      "version": "3.1.3",
-      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-3.1.3.tgz",
-      "integrity": "sha512-/hU4AXnIdZu+Gvl1pk0oI5f5HxWsCJRtY2aFaJdk9VvyL48DWU6iU5WAIPG+wIi1YvWA6eTJvIviP/tMAZZNwQ==",
-      "license": "MIT",
-      "dependencies": {
-        "pump": "^3.0.0",
-        "tar-stream": "^3.1.5"
-      },
-      "optionalDependencies": {
-        "bare-fs": "^4.0.1",
-        "bare-path": "^3.0.0"
-      }
-    },
-    "node_modules/tar-stream": {
-      "version": "3.2.0",
-      "resolved": "https://registry.npmjs.org/tar-stream/-/tar-stream-3.2.0.tgz",
-      "integrity": "sha512-ojzvCvVaNp6aOTFmG7jaRD0meowIAuPc3cMMhSgKiVWws1GyHbGd/xvnyuRKcKlMpt3qvxx6r0hreCNITP9hIg==",
-      "license": "MIT",
-      "dependencies": {
-        "b4a": "^1.6.4",
-        "bare-fs": "^4.5.5",
-        "fast-fifo": "^1.2.0",
-        "streamx": "^2.15.0"
-      }
-    },
-    "node_modules/teex": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/teex/-/teex-1.0.1.tgz",
-      "integrity": "sha512-eYE6iEI62Ni1H8oIa7KlDU6uQBtqr4Eajni3wX7rpfXD8ysFx8z0+dri+KWEPWpBsxXfxu58x/0jvTVT1ekOSg==",
-      "license": "MIT",
-      "dependencies": {
-        "streamx": "^2.12.5"
-      }
-    },
-    "node_modules/text-decoder": {
-      "version": "1.2.7",
-      "resolved": "https://registry.npmjs.org/text-decoder/-/text-decoder-1.2.7.tgz",
-      "integrity": "sha512-vlLytXkeP4xvEq2otHeJfSQIRyWxo/oZGEbXrtEEF9Hnmrdly59sUbzZ/QgyWuLYHctCHxFF4tRQZNQ9k60ExQ==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "b4a": "^1.6.4"
-      }
-    },
     "node_modules/text-table": {
       "version": "0.2.0",
       "resolved": "https://registry.npmjs.org/text-table/-/text-table-0.2.0.tgz",
@@ -7062,18 +7090,6 @@
         "@esbuild/win32-x64": "0.18.20"
       }
     },
-    "node_modules/tunnel-agent": {
-      "version": "0.6.0",
-      "resolved": "https://registry.npmjs.org/tunnel-agent/-/tunnel-agent-0.6.0.tgz",
-      "integrity": "sha512-McnNiV1l8RYeY8tBgEpuodCC1mLUdbSN+CYBL7kJsJNInOP8UjDDEwdk6Mw60vdLLrr5NHKZhMAOSrR2NZuQ+w==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "safe-buffer": "^5.0.1"
-      },
-      "engines": {
-        "node": "*"
-      }
-    },
     "node_modules/type-check": {
       "version": "0.4.0",
       "resolved": "https://registry.npmjs.org/type-check/-/type-check-0.4.0.tgz",
@@ -7235,12 +7251,6 @@
         "punycode": "^2.1.0"
       }
     },
-    "node_modules/util-deprecate": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
-      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==",
-      "license": "MIT"
-    },
     "node_modules/vite-node": {
       "version": "3.2.4",
       "resolved": "https://registry.npmjs.org/vite-node/-/vite-node-3.2.4.tgz",
@@ -8765,6 +8775,7 @@
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
       "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
+      "dev": true,
       "license": "ISC"
     },
     "node_modules/y18n": {
diff --git a/package.json b/package.json
index 54d056c..4295b3e 100644
--- a/package.json
+++ b/package.json
@@ -30,8 +30,8 @@
   "author": "",
   "license": "MIT",
   "dependencies": {
+    "@huggingface/transformers": "^4.2.0",
     "@pinecone-database/pinecone": "^2.0.0",
-    "@xenova/transformers": "^2.2.0",
     "chalk": "^5.2.0",
     "cli-progress": "^3.12.0",
     "console-table-printer": "^2.11.1",
diff --git a/src/embeddings.ts b/src/embeddings.ts
index e9fb2ed..85e9c4d 100644
--- a/src/embeddings.ts
+++ b/src/embeddings.ts
@@ -1,5 +1,9 @@
 import { randomUUID } from "crypto";
-import { Pipeline, pipeline, AutoConfig } from "@xenova/transformers";
+import {
+  pipeline,
+  AutoConfig,
+  type FeatureExtractionPipeline,
+} from "@huggingface/transformers";
 import type {
   PineconeRecord,
   RecordMetadata,
@@ -15,12 +19,12 @@ function isString(test: any): test is string {
 }
 
 class Embedder {
-  private pipe: Pipeline;
+  private pipe: FeatureExtractionPipeline;
 
   async init(modelName: string) {
     const config = await AutoConfig.from_pretrained(modelName);
-    this.pipe = await pipeline("embeddings", modelName, {
-      quantized: false,
+    this.pipe = await pipeline("feature-extraction", modelName, {
+      dtype: "fp32",
       config,
     });
   }