From 93049d15638dabb5c9d36a246bdbffa007cc8798 Mon Sep 17 00:00:00 2001
From: Bagatur <22008038+baskaryan@users.noreply.github.com>
Date: Thu, 30 May 2024 00:17:33 -0700
Subject: [PATCH] docs: make llm cache its own section (#22301)

---
 docs/docs/integrations/{llms => }/llm_caching.ipynb | 2 +-
 docs/docs/integrations/providers/astradb.mdx        | 4 ++--
 docs/docs/integrations/providers/cassandra.mdx      | 4 ++--
 docs/docs/integrations/providers/motherduck.mdx     | 2 +-
 docs/sidebars.js                                    | 1 +
 docs/vercel.json                                    | 4 ++++
 6 files changed, 11 insertions(+), 6 deletions(-)
 rename docs/docs/integrations/{llms => }/llm_caching.ipynb (99%)

diff --git a/docs/docs/integrations/llms/llm_caching.ipynb b/docs/docs/integrations/llm_caching.ipynb
similarity index 99%
rename from docs/docs/integrations/llms/llm_caching.ipynb
rename to docs/docs/integrations/llm_caching.ipynb
index 1bf260e69b5..42e2036eef7 100644
--- a/docs/docs/integrations/llms/llm_caching.ipynb
+++ b/docs/docs/integrations/llm_caching.ipynb
@@ -5,7 +5,7 @@
    "id": "f36d938c",
    "metadata": {},
    "source": [
-    "# LLM Caching integrations\n",
+    "# Model caches\n",
     "\n",
     "This notebook covers how to cache results of individual LLM calls using different caches."
    ]
diff --git a/docs/docs/integrations/providers/astradb.mdx b/docs/docs/integrations/providers/astradb.mdx
index 49a41ee5caa..d545d1ea026 100644
--- a/docs/docs/integrations/providers/astradb.mdx
+++ b/docs/docs/integrations/providers/astradb.mdx
@@ -64,7 +64,7 @@ set_llm_cache(AstraDBCache(
 ))
 ```
 
-Learn more in the [example notebook](/docs/integrations/llms/llm_caching#astra-db-caches) (scroll to the Astra DB section).
+Learn more in the [example notebook](/docs/integrations/llm_caching#astra-db-caches) (scroll to the Astra DB section).
 
 
 ## Semantic LLM Cache
@@ -80,7 +80,7 @@ set_llm_cache(AstraDBSemanticCache(
 ))
 ```
 
-Learn more in the [example notebook](/docs/integrations/llms/llm_caching#astra-db-caches) (scroll to the appropriate section).
+Learn more in the [example notebook](/docs/integrations/llm_caching#astra-db-caches) (scroll to the appropriate section).
 
 Learn more in the [example notebook](/docs/integrations/memory/astradb_chat_message_history).
 
diff --git a/docs/docs/integrations/providers/cassandra.mdx b/docs/docs/integrations/providers/cassandra.mdx
index be28a349658..cbef4c693bc 100644
--- a/docs/docs/integrations/providers/cassandra.mdx
+++ b/docs/docs/integrations/providers/cassandra.mdx
@@ -40,7 +40,7 @@ from langchain_community.cache import CassandraCache
 set_llm_cache(CassandraCache())
 ```
 
-Learn more in the [example notebook](/docs/integrations/llms/llm_caching#cassandra-caches) (scroll to the Cassandra section).
+Learn more in the [example notebook](/docs/integrations/llm_caching#cassandra-caches) (scroll to the Cassandra section).
 
 
 ## Semantic LLM Cache
@@ -54,7 +54,7 @@ set_llm_cache(CassandraSemanticCache(
 ))
 ```
 
-Learn more in the [example notebook](/docs/integrations/llms/llm_caching#cassandra-caches) (scroll to the appropriate section).
+Learn more in the [example notebook](/docs/integrations/llm_caching#cassandra-caches) (scroll to the appropriate section).
 
 ## Document loader
 
diff --git a/docs/docs/integrations/providers/motherduck.mdx b/docs/docs/integrations/providers/motherduck.mdx
index 827c654f92f..790f8167aaa 100644
--- a/docs/docs/integrations/providers/motherduck.mdx
+++ b/docs/docs/integrations/providers/motherduck.mdx
@@ -48,6 +48,6 @@ eng = sqlalchemy.create_engine(conn_str)
 set_llm_cache(SQLAlchemyCache(engine=eng))
 ```
 
-From here, see the [LLM Caching](/docs/integrations/llms/llm_caching) documentation on how to use.
+From here, see the [LLM Caching](/docs/integrations/llm_caching) documentation on how to use.
 
 
diff --git a/docs/sidebars.js b/docs/sidebars.js
index 1710fb705a0..5311f181920 100644
--- a/docs/sidebars.js
+++ b/docs/sidebars.js
@@ -353,6 +353,7 @@ module.exports = {
             id: "integrations/stores/index",
           },
         },
+        "integrations/llm_caching",
       ],
       link: {
         type: "generated-index",
diff --git a/docs/vercel.json b/docs/vercel.json
index 52ad6b46bc0..d14a466f477 100644
--- a/docs/vercel.json
+++ b/docs/vercel.json
@@ -13,6 +13,10 @@
     }
   ],
   "redirects": [
+    {
+      "source": "/docs/integrations/llms/llm_caching(/?)",
+      "destination": "docs/integration/llm_caching/"
+    },
     {
       "source": "/docs/how_to/tool_calls_multi_modal(/?)",
       "destination": "/docs/how_to/multimodal_inputs/"