From 3ff1f8133319e8a91ae4a573a34b547c1c9923c9 Mon Sep 17 00:00:00 2001
From: William FH <13333726+hinthornw@users.noreply.github.com>
Date: Wed, 4 Dec 2024 10:19:14 -0800
Subject: [PATCH 1/3] Add doc to index (#2632)

---
 docs/docs/how-tos/index.md                     | 3 ++-
 docs/docs/how-tos/memory/semantic-search.ipynb | 2 +-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/docs/docs/how-tos/index.md b/docs/docs/how-tos/index.md
index e579902d9..5efbe1969 100644
--- a/docs/docs/how-tos/index.md
+++ b/docs/docs/how-tos/index.md
@@ -39,7 +39,8 @@ LangGraph makes it easy to manage conversation [memory](../concepts/memory.md) i
 - [How to manage conversation history](memory/manage-conversation-history.ipynb)
 - [How to delete messages](memory/delete-messages.ipynb)
 - [How to add summary conversation memory](memory/add-summary-conversation-history.ipynb)
-- [Add long-term memory (cross-thread)](cross-thread-persistence.ipynb)
+- [How to add long-term memory (cross-thread)](cross-thread-persistence.ipynb)
+- [How to use semantic search for long-term memory](memory/semantic-search.ipynb)
 
 ### Human-in-the-loop
 
diff --git a/docs/docs/how-tos/memory/semantic-search.ipynb b/docs/docs/how-tos/memory/semantic-search.ipynb
index 0c2a6e17f..8d61e18bc 100644
--- a/docs/docs/how-tos/memory/semantic-search.ipynb
+++ b/docs/docs/how-tos/memory/semantic-search.ipynb
@@ -43,7 +43,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Next, create the store."
+    "Next, create the store with an [index configuration](https://langchain-ai.github.io/langgraph/reference/store/#langgraph.store.base.IndexConfig). By default, stores are configured without semantic/vector search. You can opt in to indexing items when creating the store by providing an [IndexConfig](https://langchain-ai.github.io/langgraph/reference/store/#langgraph.store.base.IndexConfig) to the store's constructor. If your store class does not implement this interface, or if you do not pass in an index configuration, semantic search is disabled, and all `index` arguments passed to `put` or `aput` will have no effect. Below is an exmaple."
    ]
   },
   {

From c89e84fb6a1cbf07ce81cefa349075087d236a86 Mon Sep 17 00:00:00 2001
From: William FH <13333726+hinthornw@users.noreply.github.com>
Date: Wed, 4 Dec 2024 10:24:35 -0800
Subject: [PATCH 2/3] nit: Spelling (#2633)

---
 docs/docs/how-tos/memory/semantic-search.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/docs/how-tos/memory/semantic-search.ipynb b/docs/docs/how-tos/memory/semantic-search.ipynb
index 8d61e18bc..24905e625 100644
--- a/docs/docs/how-tos/memory/semantic-search.ipynb
+++ b/docs/docs/how-tos/memory/semantic-search.ipynb
@@ -43,7 +43,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Next, create the store with an [index configuration](https://langchain-ai.github.io/langgraph/reference/store/#langgraph.store.base.IndexConfig). By default, stores are configured without semantic/vector search. You can opt in to indexing items when creating the store by providing an [IndexConfig](https://langchain-ai.github.io/langgraph/reference/store/#langgraph.store.base.IndexConfig) to the store's constructor. If your store class does not implement this interface, or if you do not pass in an index configuration, semantic search is disabled, and all `index` arguments passed to `put` or `aput` will have no effect. Below is an exmaple."
+    "Next, create the store with an [index configuration](https://langchain-ai.github.io/langgraph/reference/store/#langgraph.store.base.IndexConfig). By default, stores are configured without semantic/vector search. You can opt in to indexing items when creating the store by providing an [IndexConfig](https://langchain-ai.github.io/langgraph/reference/store/#langgraph.store.base.IndexConfig) to the store's constructor. If your store class does not implement this interface, or if you do not pass in an index configuration, semantic search is disabled, and all `index` arguments passed to `put` or `aput` will have no effect. Below is an example."
    ]
   },
   {

From 962a969fbae564ce8392b7803573fd0b79e8914f Mon Sep 17 00:00:00 2001
From: William FH <13333726+hinthornw@users.noreply.github.com>
Date: Wed, 4 Dec 2024 12:09:04 -0800
Subject: [PATCH 3/3] Update link (#2634)

---
 docs/docs/concepts/persistence.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/docs/concepts/persistence.md b/docs/docs/concepts/persistence.md
index e3f3c05cc..8f4aa993a 100644
--- a/docs/docs/concepts/persistence.md
+++ b/docs/docs/concepts/persistence.md
@@ -427,7 +427,7 @@ When we use the LangGraph Platform, either locally (e.g., in LangGraph Studio) o
 }
 ```
 
-See the [deployment guide](../deployment/semantic_search.md) for more details and configuration options.
+See the [deployment guide](../cloud/deployment/semantic_search.md) for more details and configuration options.
 
 ## Checkpointer libraries