diff --git a/docs/docs/providers/vector_io/inline_sqlite-vec.mdx b/docs/docs/providers/vector_io/inline_sqlite-vec.mdx
index 98a372250..459498a59 100644
--- a/docs/docs/providers/vector_io/inline_sqlite-vec.mdx
+++ b/docs/docs/providers/vector_io/inline_sqlite-vec.mdx
@@ -28,7 +28,7 @@ description: |
   #### Empirical Example
 
   Consider the histogram below in which 10,000 randomly generated strings were inserted
-  in batches of 100 into both Faiss and sqlite-vec using `client.tool_runtime.rag_tool.insert()`.
+  in batches of 100 into both Faiss and sqlite-vec.
 
   ```{image} ../../../../_static/providers/vector_io/write_time_comparison_sqlite-vec-faiss.png
   :alt: Comparison of SQLite-Vec and Faiss write times
@@ -233,7 +233,7 @@ Datasets that can fit in memory, frequent reads | Faiss | Optimized for speed, i
 #### Empirical Example
 
 Consider the histogram below in which 10,000 randomly generated strings were inserted
-in batches of 100 into both Faiss and sqlite-vec using `client.tool_runtime.rag_tool.insert()`.
+in batches of 100 into both Faiss and sqlite-vec.
 
 ```{image} ../../../../_static/providers/vector_io/write_time_comparison_sqlite-vec-faiss.png
 :alt: Comparison of SQLite-Vec and Faiss write times