diff --git a/autogpt_platform/backend/backend/api/features/admin/llm_routes.py b/autogpt_platform/backend/backend/api/features/admin/llm_routes.py
index 73f0d7a0a3..dd87547cee 100644
--- a/autogpt_platform/backend/backend/api/features/admin/llm_routes.py
+++ b/autogpt_platform/backend/backend/api/features/admin/llm_routes.py
@@ -256,8 +256,8 @@ async def delete_llm_model(
     3. Deletes the model record
     4. Refreshes all caches and notifies executors
 
-    Example: DELETE /admin/llm/models/{id}?replacement_model_slug=gpt-4o
-    Example (no usage): DELETE /admin/llm/models/{id}
+    Example: DELETE /api/llm/admin/models/{id}?replacement_model_slug=gpt-4o
+    Example (no usage): DELETE /api/llm/admin/models/{id}
     """
     try:
         result = await llm_db.delete_model(
diff --git a/autogpt_platform/backend/backend/blocks/llm.py b/autogpt_platform/backend/backend/blocks/llm.py
index 71e21ddfea..7cc03e5bf9 100644
--- a/autogpt_platform/backend/backend/blocks/llm.py
+++ b/autogpt_platform/backend/backend/blocks/llm.py
@@ -457,7 +457,7 @@ async def llm_call(
         result = await compress_context(
             messages=prompt,
             target_tokens=context_window // 2,
-            lossy_ok=True,
+            client=None,  # Truncation-only, no LLM summarization
         )
         if result.error:
             logger.warning(