diff --git a/package.json b/package.json
index 11a9ce4..b742559 100644
--- a/package.json
+++ b/package.json
@@ -29,7 +29,6 @@
     "axios": "^1.8.3",
     "better-sqlite3": "^11.9.1",
     "clsx": "^2.1.0",
-    "compute-cosine-similarity": "^1.1.0",
     "drizzle-orm": "^0.40.1",
     "framer-motion": "^12.23.24",
     "html-to-text": "^9.0.5",
diff --git a/src/lib/utils/computeSimilarity.ts b/src/lib/utils/computeSimilarity.ts
index eda2a59..4cf90c8 100644
--- a/src/lib/utils/computeSimilarity.ts
+++ b/src/lib/utils/computeSimilarity.ts
@@ -1,7 +1,22 @@
-import cosineSimilarity from 'compute-cosine-similarity';
-
 const computeSimilarity = (x: number[], y: number[]): number => {
-  return cosineSimilarity(x, y) as number;
+  if (x.length !== y.length)
+    throw new Error('Vectors must be of the same length');
+
+  let dotProduct = 0;
+  let normA = 0;
+  let normB = 0;
+
+  for (let i = 0; i < x.length; i++) {
+    dotProduct += x[i] * y[i];
+    normA += x[i] * x[i];
+    normB += y[i] * y[i];
+  }
+
+  if (normA === 0 || normB === 0) {
+    return 0;
+  }
+
+  return dotProduct / (Math.sqrt(normA) * Math.sqrt(normB));
 };
 
 export default computeSimilarity;