diff --git a/graphiti_core/helpers.py b/graphiti_core/helpers.py
index aac3228b..d5032807 100644
--- a/graphiti_core/helpers.py
+++ b/graphiti_core/helpers.py
@@ -18,6 +18,7 @@ import asyncio
 import os
 from collections.abc import Coroutine
 from datetime import datetime
+from typing import Any
 
 import numpy as np
 from dotenv import load_dotenv
@@ -91,11 +92,27 @@ def normalize_l2(embedding: list[float]):
 
 
 # Use this instead of asyncio.gather() to bound coroutines
-async def semaphore_gather(*coroutines: Coroutine, max_coroutines: int = SEMAPHORE_LIMIT):
+async def semaphore_gather(
+    *coroutines: Coroutine,
+    max_coroutines: int = SEMAPHORE_LIMIT,
+):
     semaphore = asyncio.Semaphore(max_coroutines)
 
-    async def _wrap_coroutine(coroutine):
+    async def _wrap(coro: Coroutine) -> Any:
         async with semaphore:
-            return await coroutine
+            return await coro
 
-    return await asyncio.gather(*(_wrap_coroutine(coroutine) for coroutine in coroutines))
+    results = []
+    batch = []
+    for coroutine in coroutines:
+        batch.append(_wrap(coroutine))
+        # once we hit max_coroutines, gather and clear the batch
+        if len(batch) >= max_coroutines:
+            results.extend(await asyncio.gather(*batch))
+            batch.clear()
+
+    # gather any remaining coroutines in the final batch
+    if batch:
+        results.extend(await asyncio.gather(*batch))
+
+    return results