diff --git a/docs/docs/concepts.mdx b/docs/docs/concepts.mdx
index 9a7693b867f..253ed2b1747 100644
--- a/docs/docs/concepts.mdx
+++ b/docs/docs/concepts.mdx
@@ -1,3 +1,7 @@
+---
+keywords: [prompt, documents, chatprompttemplate, prompttemplate, invoke, lcel, tool, tools, embedding, embeddings, vector, vectorstore, llm, loader, retriever, retrievers]
+---
+
 # Conceptual guide
 
 import ThemedImage from '@theme/ThemedImage';
diff --git a/docs/docs/how_to/character_text_splitter.ipynb b/docs/docs/how_to/character_text_splitter.ipynb
index 3f79bb5ca54..ae5b712598e 100644
--- a/docs/docs/how_to/character_text_splitter.ipynb
+++ b/docs/docs/how_to/character_text_splitter.ipynb
@@ -1,5 +1,19 @@
 {
  "cells": [
+  {
+   "cell_type": "raw",
+   "id": "f781411d",
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
+   "source": [
+    "---\n",
+    "keywords: [charactertextsplitter]\n",
+    "---"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "c3ee8d00",
diff --git a/docs/docs/how_to/dynamic_chain.ipynb b/docs/docs/how_to/dynamic_chain.ipynb
index b513d7ee3b8..2f8c26efd2a 100644
--- a/docs/docs/how_to/dynamic_chain.ipynb
+++ b/docs/docs/how_to/dynamic_chain.ipynb
@@ -1,15 +1,5 @@
 {
  "cells": [
-  {
-   "cell_type": "raw",
-   "id": "77bf57fb-e990-45f2-8b5f-c76388b05966",
-   "metadata": {},
-   "source": [
-    "---\n",
-    "keywords: [LCEL]\n",
-    "---"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "50d57bf2-7104-4570-b3e5-90fd71e1bea1",
diff --git a/docs/docs/how_to/message_history.ipynb b/docs/docs/how_to/message_history.ipynb
index fbc88b00b22..aa89349b527 100644
--- a/docs/docs/how_to/message_history.ipynb
+++ b/docs/docs/how_to/message_history.ipynb
@@ -1,5 +1,19 @@
 {
  "cells": [
+  {
+   "cell_type": "raw",
+   "id": "8165bd4c",
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
+   "source": [
+    "---\n",
+    "keywords: [memory]\n",
+    "---"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "f47033eb",
diff --git a/docs/docs/how_to/recursive_text_splitter.ipynb b/docs/docs/how_to/recursive_text_splitter.ipynb
index 8d48ce2ff28..6d0dc6c6847 100644
--- a/docs/docs/how_to/recursive_text_splitter.ipynb
+++ b/docs/docs/how_to/recursive_text_splitter.ipynb
@@ -1,5 +1,19 @@
 {
  "cells": [
+  {
+   "cell_type": "raw",
+   "id": "52976910",
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
+   "source": [
+    "---\n",
+    "keywords: [recursivecharactertextsplitter]\n",
+    "---"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "a678d550",
diff --git a/docs/docs/how_to/sequence.ipynb b/docs/docs/how_to/sequence.ipynb
index 85caf9fa46c..45733ce52bd 100644
--- a/docs/docs/how_to/sequence.ipynb
+++ b/docs/docs/how_to/sequence.ipynb
@@ -2,11 +2,14 @@
  "cells": [
   {
    "cell_type": "raw",
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
    "source": [
     "---\n",
-    "sidebar_position: 0\n",
-    "keywords: [Runnable, Runnables, LCEL]\n",
+    "keywords: [Runnable, Runnables, LCEL, chain, chains, chaining]\n",
     "---"
    ]
   },
diff --git a/docs/docs/how_to/streaming.ipynb b/docs/docs/how_to/streaming.ipynb
index 13a06637e6d..3ee7283bbca 100644
--- a/docs/docs/how_to/streaming.ipynb
+++ b/docs/docs/how_to/streaming.ipynb
@@ -3,10 +3,14 @@
   {
    "cell_type": "raw",
    "id": "0bdb3b97-4989-4237-b43b-5943dbbd8302",
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
    "source": [
     "---\n",
-    "sidebar_position: 1.5\n",
+    "keywords: [stream]\n",
     "---"
    ]
   },
diff --git a/docs/docs/integrations/platforms/microsoft.mdx b/docs/docs/integrations/platforms/microsoft.mdx
index 11ef1cdd7fe..232bf3b735f 100644
--- a/docs/docs/integrations/platforms/microsoft.mdx
+++ b/docs/docs/integrations/platforms/microsoft.mdx
@@ -1,3 +1,7 @@
+---
+keywords: [azure]
+---
+
 # Microsoft
 
 All functionality related to `Microsoft Azure` and other `Microsoft` products.
diff --git a/docs/docs/integrations/platforms/openai.mdx b/docs/docs/integrations/platforms/openai.mdx
index bbcc0e46a33..4c6520c47bb 100644
--- a/docs/docs/integrations/platforms/openai.mdx
+++ b/docs/docs/integrations/platforms/openai.mdx
@@ -1,3 +1,7 @@
+---
+keywords: [openai]
+---
+
 # OpenAI
 
 All functionality related to OpenAI
diff --git a/docs/docs/integrations/providers/pinecone.mdx b/docs/docs/integrations/providers/pinecone.mdx
index decb5147fc3..6a56785d5b2 100644
--- a/docs/docs/integrations/providers/pinecone.mdx
+++ b/docs/docs/integrations/providers/pinecone.mdx
@@ -1,3 +1,7 @@
+---
+keywords: [pinecone]
+---
+
 # Pinecone
 
 >[Pinecone](https://docs.pinecone.io/docs/overview) is a vector database with broad functionality.
diff --git a/docs/docs/integrations/text_embedding/openai.ipynb b/docs/docs/integrations/text_embedding/openai.ipynb
index effb05cd99a..7d71663e533 100644
--- a/docs/docs/integrations/text_embedding/openai.ipynb
+++ b/docs/docs/integrations/text_embedding/openai.ipynb
@@ -1,5 +1,19 @@
 {
  "cells": [
+  {
+   "cell_type": "raw",
+   "id": "ae8077b8",
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
+   "source": [
+    "---\n",
+    "keywords: [openaiembeddings]\n",
+    "---"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "278b6c63",
diff --git a/docs/docs/tutorials/agents.ipynb b/docs/docs/tutorials/agents.ipynb
index c06fcc71d90..7187cfbdbc0 100644
--- a/docs/docs/tutorials/agents.ipynb
+++ b/docs/docs/tutorials/agents.ipynb
@@ -3,10 +3,14 @@
   {
    "cell_type": "raw",
    "id": "17546ebb",
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
    "source": [
     "---\n",
-    "sidebar_position: 4\n",
+    "keywords: [agent, agents]\n",
     "---"
    ]
   },
diff --git a/docs/docs/tutorials/chatbot.ipynb b/docs/docs/tutorials/chatbot.ipynb
index b340b26b5d6..2c92b18a6d2 100644
--- a/docs/docs/tutorials/chatbot.ipynb
+++ b/docs/docs/tutorials/chatbot.ipynb
@@ -2,10 +2,15 @@
  "cells": [
   {
    "cell_type": "raw",
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
    "source": [
     "---\n",
     "sidebar_position: 1\n",
+    "keywords: [conversationchain]\n",
     "---"
    ]
   },
diff --git a/docs/docs/versions/v0_2/deprecations.mdx b/docs/docs/versions/v0_2/deprecations.mdx
index 42025f9b5eb..06c37605874 100644
--- a/docs/docs/versions/v0_2/deprecations.mdx
+++ b/docs/docs/versions/v0_2/deprecations.mdx
@@ -1,6 +1,7 @@
 ---
 sidebar_position: 3
 sidebar_label: Changes
+keywords: [retrievalqa, llmchain, conversationalretrievalchain]
 ---
 
 # Deprecations and Breaking Changes