diff --git a/docs/core_docs/docs/integrations/retrievers/self_query/hnswlib.ipynb b/docs/core_docs/docs/integrations/retrievers/self_query/hnswlib.ipynb
index 0222cd496d84..0b0d16400815 100644
--- a/docs/core_docs/docs/integrations/retrievers/self_query/hnswlib.ipynb
+++ b/docs/core_docs/docs/integrations/retrievers/self_query/hnswlib.ipynb
@@ -358,7 +358,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "const selfQueryRetriever = SelfQueryRetriever.fromLLM({\n",
+    "const selfQueryRetrieverWithDefaults = SelfQueryRetriever.fromLLM({\n",
     "  llm,\n",
     "  vectorStore,\n",
     "  documentContents: \"Brief summary of a movie\",\n",
diff --git a/docs/core_docs/docs/integrations/retrievers/self_query/memory.ipynb b/docs/core_docs/docs/integrations/retrievers/self_query/memory.ipynb
index 6951f79ffcf2..49b154521ced 100644
--- a/docs/core_docs/docs/integrations/retrievers/self_query/memory.ipynb
+++ b/docs/core_docs/docs/integrations/retrievers/self_query/memory.ipynb
@@ -355,7 +355,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "const selfQueryRetriever = SelfQueryRetriever.fromLLM({\n",
+    "const selfQueryRetrieverWithDefaultParams = SelfQueryRetriever.fromLLM({\n",
     "  llm,\n",
     "  vectorStore,\n",
     "  documentContents: \"Brief summary of a movie\",\n",
diff --git a/docs/core_docs/docs/integrations/retrievers/self_query/supabase.ipynb b/docs/core_docs/docs/integrations/retrievers/self_query/supabase.ipynb
index 018e695f3ec6..b249902a7c66 100644
--- a/docs/core_docs/docs/integrations/retrievers/self_query/supabase.ipynb
+++ b/docs/core_docs/docs/integrations/retrievers/self_query/supabase.ipynb
@@ -361,7 +361,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "id": "f6103afe",
    "metadata": {},
    "outputs": [],
diff --git a/docs/core_docs/docs/integrations/retrievers/self_query/vectara.ipynb b/docs/core_docs/docs/integrations/retrievers/self_query/vectara.ipynb
index 602a349cdcba..d3d2c9a77363 100644
--- a/docs/core_docs/docs/integrations/retrievers/self_query/vectara.ipynb
+++ b/docs/core_docs/docs/integrations/retrievers/self_query/vectara.ipynb
@@ -364,7 +364,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "const selfQueryRetriever = SelfQueryRetriever.fromLLM({\n",
+    "const selfQueryRetrieverWithDefaultParams = SelfQueryRetriever.fromLLM({\n",
     "  llm,\n",
     "  vectorStore,\n",
     "  documentContents,\n",