diff --git a/apps/cf-ai-backend/src/utils/chonker.ts b/apps/cf-ai-backend/src/utils/chonker.ts
index 39d4b458..c63020be 100644
--- a/apps/cf-ai-backend/src/utils/chonker.ts
+++ b/apps/cf-ai-backend/src/utils/chonker.ts
@@ -1,5 +1,8 @@
 import nlp from "compromise";
 
+/**
+ * Split text into chunks of specified max size with some overlap for continuity.
+ */
 export default function chunkText(
   text: string,
   maxChunkSize: number,
diff --git a/apps/cf-ai-backend/src/utils/seededRandom.ts b/apps/cf-ai-backend/src/utils/seededRandom.ts
index 36a1e4f9..9e315ee8 100644
--- a/apps/cf-ai-backend/src/utils/seededRandom.ts
+++ b/apps/cf-ai-backend/src/utils/seededRandom.ts
@@ -1,5 +1,9 @@
 import { MersenneTwister19937, integer } from "random-js";
 
+/**
+ * Hashes a string to a 32-bit integer.
+ * @param {string} seed - The input string to hash.
+ */
 function hashString(seed: string) {
   let hash = 0;
   for (let i = 0; i < seed.length; i++) {
@@ -10,6 +14,9 @@ function hashString(seed: string) {
   return hash;
 }
 
+/**
+ * returns a funtion that generates same sequence of random numbers for a given seed between 0 and 1.
+ */
 export function seededRandom(seed: string) {
   const seedHash = hashString(seed);
   const engine = MersenneTwister19937.seed(seedHash);