diff --git a/examples/rag/langgraph_adaptive_rag_local.ipynb b/examples/rag/langgraph_adaptive_rag_local.ipynb
index d82c2198c..ecf778a4f 100644
--- a/examples/rag/langgraph_adaptive_rag_local.ipynb
+++ b/examples/rag/langgraph_adaptive_rag_local.ipynb
@@ -125,8 +125,8 @@
    "source": [
     "from langchain.text_splitter import RecursiveCharacterTextSplitter\n",
     "from langchain_community.document_loaders import WebBaseLoader\n",
-    "from langchain_nomic.embeddings import NomicEmbeddings\n",
     "from langchain_community.vectorstores import Chroma\n",
+    "from langchain_nomic.embeddings import NomicEmbeddings\n",
     "\n",
     "urls = [\n",
     "    \"https://lilianweng.github.io/posts/2023-06-23-agent/\",\n",
diff --git a/examples/rag/langgraph_crag_local.ipynb b/examples/rag/langgraph_crag_local.ipynb
index 587f4fb38..28f6e2ac5 100644
--- a/examples/rag/langgraph_crag_local.ipynb
+++ b/examples/rag/langgraph_crag_local.ipynb
@@ -186,9 +186,9 @@
    "source": [
     "from langchain.text_splitter import RecursiveCharacterTextSplitter\n",
     "from langchain_community.document_loaders import WebBaseLoader\n",
-    "from langchain_nomic.embeddings import NomicEmbeddings\n",
     "from langchain_community.vectorstores import Chroma\n",
     "from langchain_mistralai import MistralAIEmbeddings\n",
+    "from langchain_nomic.embeddings import NomicEmbeddings\n",
     "\n",
     "# Load\n",
     "url = \"https://lilianweng.github.io/posts/2023-06-23-agent/\"\n",
diff --git a/examples/rag/langgraph_rag_agent_llama3_local.ipynb b/examples/rag/langgraph_rag_agent_llama3_local.ipynb
index 5dc54f0b6..038579575 100644
--- a/examples/rag/langgraph_rag_agent_llama3_local.ipynb
+++ b/examples/rag/langgraph_rag_agent_llama3_local.ipynb
@@ -97,9 +97,9 @@
    "source": [
     "### Index\n",
     "\n",
-    "from langchain_nomic.embeddings import NomicEmbeddings\n",
     "from langchain_community.document_loaders import WebBaseLoader\n",
     "from langchain_community.vectorstores import Chroma\n",
+    "from langchain_nomic.embeddings import NomicEmbeddings\n",
     "from langchain_text_splitters import RecursiveCharacterTextSplitter\n",
     "\n",
     "urls = [\n",
diff --git a/examples/rag/langgraph_self_rag_local.ipynb b/examples/rag/langgraph_self_rag_local.ipynb
index 7e70baf6f..5ba7d8d57 100644
--- a/examples/rag/langgraph_self_rag_local.ipynb
+++ b/examples/rag/langgraph_self_rag_local.ipynb
@@ -142,9 +142,8 @@
    "source": [
     "from langchain.text_splitter import RecursiveCharacterTextSplitter\n",
     "from langchain_community.document_loaders import WebBaseLoader\n",
-
-    "from langchain_nomic.embeddings import NomicEmbeddings\n",
     "from langchain_community.vectorstores import Chroma\n",
+    "from langchain_nomic.embeddings import NomicEmbeddings\n",
     "\n",
     "urls = [\n",
     "    \"https://lilianweng.github.io/posts/2023-06-23-agent/\",\n",