diff --git a/tests/test_text_search.py b/tests/test_text_search.py
index c18a4c42..5809f327 100644
--- a/tests/test_text_search.py
+++ b/tests/test_text_search.py
@@ -5,6 +5,7 @@ import os
 
 # External Packages
 import pytest
+import torch
 from khoj.utils.config import SearchModels
 
 # Internal Packages
@@ -202,3 +203,25 @@ def test_asymmetric_setup_github(content_config: ContentConfig, search_models: S
 
     # Assert
     assert len(github_model.entries) > 1
+
+
+def compare_index(initial_notes_model, final_notes_model):
+    mismatched_entries, mismatched_embeddings = [], []
+    for index in range(len(initial_notes_model.entries)):
+        if initial_notes_model.entries[index].to_json() != final_notes_model.entries[index].to_json():
+            mismatched_entries.append(index)
+
+    # verify new entry embedding appended to embeddings tensor, without disrupting order or content of existing embeddings
+    for index in range(len(initial_notes_model.corpus_embeddings)):
+        if not torch.equal(final_notes_model.corpus_embeddings[index], initial_notes_model.corpus_embeddings[index]):
+            mismatched_embeddings.append(index)
+
+    error_details = ""
+    if mismatched_entries:
+        mismatched_entries_str = ",".join(map(str, mismatched_entries))
+        error_details += f"Entries at {mismatched_entries_str} not equal\n"
+    if mismatched_embeddings:
+        mismatched_embeddings_str = ", ".join(map(str, mismatched_embeddings))
+        error_details += f"Embeddings at {mismatched_embeddings_str} not equal\n"
+
+    return error_details