diff --git a/docs/docs/integrations/memory/zep_memory.ipynb b/docs/docs/integrations/memory/zep_memory.ipynb
index 623191e7c14..c7a1f778c5b 100644
--- a/docs/docs/integrations/memory/zep_memory.ipynb
+++ b/docs/docs/integrations/memory/zep_memory.ipynb
@@ -6,11 +6,11 @@
     "# Zep\n",
     "> Recall, understand, and extract data from chat histories. Power personalized AI experiences.\n",
     "\n",
-    ">[Zep](http://www.getzep.com) is a long-term memory service for AI Assistant apps.\n",
+    ">[Zep](https://www.getzep.com) is a long-term memory service for AI Assistant apps.\n",
     "> With Zep, you can provide AI assistants with the ability to recall past conversations, no matter how distant,\n",
     "> while also reducing hallucinations, latency, and cost.\n",
     "\n",
-    "> Interested in Zep Cloud? See [Zep Cloud Installation Guide](https://help.getzep.com/sdks) and [Zep Cloud Memory Example](https://help.getzep.com/langchain/examples/vectorstore-example)\n",
+    "> Interested in Zep Cloud? See [Zep Cloud Installation Guide](https://help.getzep.com/sdks) and [Zep Cloud Memory Example](https://help.getzep.com/langchain/examples/messagehistory-example)\n",
     "\n",
     "## Open Source Installation and Setup\n",
     "\n",
diff --git a/docs/docs/integrations/providers/zep.mdx b/docs/docs/integrations/providers/zep.mdx
index c86787769a6..220a35c910e 100644
--- a/docs/docs/integrations/providers/zep.mdx
+++ b/docs/docs/integrations/providers/zep.mdx
@@ -1,7 +1,7 @@
 # Zep
 > Recall, understand, and extract data from chat histories. Power personalized AI experiences.
 
->[Zep](http://www.getzep.com) is a long-term memory service for AI Assistant apps.
+>[Zep](https://www.getzep.com) is a long-term memory service for AI Assistant apps.
 > With Zep, you can provide AI assistants with the ability to recall past conversations, no matter how distant,
 > while also reducing hallucinations, latency, and cost.
 
@@ -22,7 +22,7 @@ Zep allows you to be more intentional about constructing your prompt:
 - and/or relevant Business data from Zep Document Collections.
 
 ## What is Zep Cloud?
-[Zep Cloud](http://www.getzep.com) is a managed service with Zep Open Source at its core.
+[Zep Cloud](https://www.getzep.com) is a managed service with Zep Open Source at its core.
 In addition to Zep Open Source's memory management features, Zep Cloud offers:
 - **Fact Extraction**: Automatically build fact tables from conversations, without having to define a data schema upfront.
 - **Dialog Classification**: Instantly and accurately classify chat dialog. Understand user intent and emotion, segment users, and more. Route chains based on semantic context, and trigger events.
diff --git a/docs/docs/integrations/retrievers/zep_memorystore.ipynb b/docs/docs/integrations/retrievers/zep_memorystore.ipynb
index aaa8a053fd1..65733bfea27 100644
--- a/docs/docs/integrations/retrievers/zep_memorystore.ipynb
+++ b/docs/docs/integrations/retrievers/zep_memorystore.ipynb
@@ -8,7 +8,7 @@
     "\n",
     "> Recall, understand, and extract data from chat histories. Power personalized AI experiences.\n",
     "\n",
-    "> [Zep](http://www.getzep.com) is a long-term memory service for AI Assistant apps.\n",
+    "> [Zep](https://www.getzep.com) is a long-term memory service for AI Assistant apps.\n",
     "> With Zep, you can provide AI assistants with the ability to recall past conversations, no matter how distant,\n",
     "> while also reducing hallucinations, latency, and cost.\n",
     "\n",
@@ -17,7 +17,6 @@
     "## Open Source Installation and Setup\n",
     "\n",
     "> Zep Open Source project: [https://github.com/getzep/zep](https://github.com/getzep/zep)\n",
-    ">\n",
     "> Zep Open Source Docs: [https://docs.getzep.com/](https://docs.getzep.com/)"
    ],
    "metadata": {
diff --git a/docs/docs/integrations/vectorstores/zep.ipynb b/docs/docs/integrations/vectorstores/zep.ipynb
index 917fb52a6a7..191f449e013 100644
--- a/docs/docs/integrations/vectorstores/zep.ipynb
+++ b/docs/docs/integrations/vectorstores/zep.ipynb
@@ -6,11 +6,11 @@
     "# Zep\n",
     "> Recall, understand, and extract data from chat histories. Power personalized AI experiences.\n",
     "\n",
-    ">[Zep](http://www.getzep.com) is a long-term memory service for AI Assistant apps.\n",
+    "> [Zep](https://www.getzep.com) is a long-term memory service for AI Assistant apps.\n",
     "> With Zep, you can provide AI assistants with the ability to recall past conversations, no matter how distant,\n",
     "> while also reducing hallucinations, latency, and cost.\n",
     "\n",
-    "> Interested in Zep Cloud? See [Zep Cloud Installation Guide](https://help.getzep.com/sdks) and [Zep Cloud Vector Store example](https://help.getzep.com/langchain/examples/messagehistory-example)\n",
+    "> Interested in Zep Cloud? See [Zep Cloud Installation Guide](https://help.getzep.com/sdks) and [Zep Cloud Vector Store example](https://help.getzep.com/langchain/examples/vectorstore-example)\n",
     "\n",
     "## Open Source Installation and Setup\n",
     "\n",
@@ -32,7 +32,7 @@
    "metadata": {
     "collapsed": false
    },
-   "id": "182f1b4f6cc28385"
+   "id": "550edc01b00149cd"
   },
   {
    "cell_type": "markdown",