diff --git a/docs/docs/how-tos/agent-handoffs.ipynb b/docs/docs/how-tos/agent-handoffs.ipynb
index 53693bcdb..039dc6ec0 100644
--- a/docs/docs/how-tos/agent-handoffs.ipynb
+++ b/docs/docs/how-tos/agent-handoffs.ipynb
@@ -78,7 +78,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-anthropic"
+    "%pip install -U langgraph langchain-anthropic"
    ]
   },
   {
diff --git a/docs/docs/how-tos/async.ipynb b/docs/docs/how-tos/async.ipynb
index 60ca337d6..1f4fa3a0e 100644
--- a/docs/docs/how-tos/async.ipynb
+++ b/docs/docs/how-tos/async.ipynb
@@ -67,7 +67,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install --quiet -U langgraph langgraph-prebuilt langchain_anthropic"
+    "%pip install --quiet -U langgraph langchain_anthropic"
    ]
   },
   {
diff --git a/docs/docs/how-tos/create-react-agent-hitl.ipynb b/docs/docs/how-tos/create-react-agent-hitl.ipynb
index 754c7430b..e698b8bf2 100644
--- a/docs/docs/how-tos/create-react-agent-hitl.ipynb
+++ b/docs/docs/how-tos/create-react-agent-hitl.ipynb
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-openai"
+    "%pip install -U langgraph langchain-openai"
    ]
   },
   {
diff --git a/docs/docs/how-tos/create-react-agent-memory.ipynb b/docs/docs/how-tos/create-react-agent-memory.ipynb
index 005bf90e9..c783eb774 100644
--- a/docs/docs/how-tos/create-react-agent-memory.ipynb
+++ b/docs/docs/how-tos/create-react-agent-memory.ipynb
@@ -64,7 +64,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-openai"
+    "%pip install -U langgraph langchain-openai"
    ]
   },
   {
diff --git a/docs/docs/how-tos/create-react-agent-structured-output.ipynb b/docs/docs/how-tos/create-react-agent-structured-output.ipynb
index 79c5b4b74..5ae44681d 100644
--- a/docs/docs/how-tos/create-react-agent-structured-output.ipynb
+++ b/docs/docs/how-tos/create-react-agent-structured-output.ipynb
@@ -52,7 +52,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-openai"
+    "%pip install -U langgraph langchain-openai"
    ]
   },
   {
diff --git a/docs/docs/how-tos/create-react-agent-system-prompt.ipynb b/docs/docs/how-tos/create-react-agent-system-prompt.ipynb
index c2ba610ea..a3965eb10 100644
--- a/docs/docs/how-tos/create-react-agent-system-prompt.ipynb
+++ b/docs/docs/how-tos/create-react-agent-system-prompt.ipynb
@@ -60,7 +60,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-openai"
+    "%pip install -U langgraph langchain-openai"
    ]
   },
   {
diff --git a/docs/docs/how-tos/create-react-agent.ipynb b/docs/docs/how-tos/create-react-agent.ipynb
index 2b5395719..90d2875cb 100644
--- a/docs/docs/how-tos/create-react-agent.ipynb
+++ b/docs/docs/how-tos/create-react-agent.ipynb
@@ -68,7 +68,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-openai"
+    "%pip install -U langgraph langchain-openai"
    ]
   },
   {
diff --git a/docs/docs/how-tos/memory/semantic-search.ipynb b/docs/docs/how-tos/memory/semantic-search.ipynb
index 9be4b5777..293445007 100644
--- a/docs/docs/how-tos/memory/semantic-search.ipynb
+++ b/docs/docs/how-tos/memory/semantic-search.ipynb
@@ -21,7 +21,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-openai langchain"
+    "%pip install -U langgraph langchain-openai langchain"
    ]
   },
   {
diff --git a/docs/docs/how-tos/multi-agent-multi-turn-convo-functional.ipynb b/docs/docs/how-tos/multi-agent-multi-turn-convo-functional.ipynb
index 550a6aa82..519eeddf7 100644
--- a/docs/docs/how-tos/multi-agent-multi-turn-convo-functional.ipynb
+++ b/docs/docs/how-tos/multi-agent-multi-turn-convo-functional.ipynb
@@ -89,7 +89,7 @@
    "outputs": [],
    "source": [
     "# %%capture --no-stderr\n",
-    "# %pip install -U langgraph langgraph-prebuilt langchain-anthropic"
+    "# %pip install -U langgraph langchain-anthropic"
    ]
   },
   {
diff --git a/docs/docs/how-tos/multi-agent-multi-turn-convo.ipynb b/docs/docs/how-tos/multi-agent-multi-turn-convo.ipynb
index 103caabe5..336c6ab85 100644
--- a/docs/docs/how-tos/multi-agent-multi-turn-convo.ipynb
+++ b/docs/docs/how-tos/multi-agent-multi-turn-convo.ipynb
@@ -72,7 +72,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-anthropic"
+    "%pip install -U langgraph langchain-anthropic"
    ]
   },
   {
diff --git a/docs/docs/how-tos/multi-agent-network-functional.ipynb b/docs/docs/how-tos/multi-agent-network-functional.ipynb
index 5529819f8..59dc274d3 100644
--- a/docs/docs/how-tos/multi-agent-network-functional.ipynb
+++ b/docs/docs/how-tos/multi-agent-network-functional.ipynb
@@ -79,7 +79,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-anthropic"
+    "%pip install -U langgraph langchain-anthropic"
    ]
   },
   {
diff --git a/docs/docs/how-tos/multi-agent-network.ipynb b/docs/docs/how-tos/multi-agent-network.ipynb
index e6b6a7e1e..1805e9b6c 100644
--- a/docs/docs/how-tos/multi-agent-network.ipynb
+++ b/docs/docs/how-tos/multi-agent-network.ipynb
@@ -57,7 +57,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-anthropic"
+    "%pip install -U langgraph langchain-anthropic"
    ]
   },
   {
diff --git a/docs/docs/how-tos/pass-config-to-tools.ipynb b/docs/docs/how-tos/pass-config-to-tools.ipynb
index c439b49b4..dec54fa1e 100644
--- a/docs/docs/how-tos/pass-config-to-tools.ipynb
+++ b/docs/docs/how-tos/pass-config-to-tools.ipynb
@@ -70,7 +70,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install --quiet -U langgraph langgraph-prebuilt langchain_anthropic"
+    "%pip install --quiet -U langgraph langchain_anthropic"
    ]
   },
   {
diff --git a/docs/docs/how-tos/pass-run-time-values-to-tools.ipynb b/docs/docs/how-tos/pass-run-time-values-to-tools.ipynb
index 88c06f988..dca03b23e 100644
--- a/docs/docs/how-tos/pass-run-time-values-to-tools.ipynb
+++ b/docs/docs/how-tos/pass-run-time-values-to-tools.ipynb
@@ -110,7 +110,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install --quiet -U langgraph langgraph-prebuilt langchain-openai"
+    "%pip install --quiet -U langgraph langchain-openai"
    ]
   },
   {
diff --git a/docs/docs/how-tos/persistence_mongodb.ipynb b/docs/docs/how-tos/persistence_mongodb.ipynb
index 8d4552fa3..5b8350595 100644
--- a/docs/docs/how-tos/persistence_mongodb.ipynb
+++ b/docs/docs/how-tos/persistence_mongodb.ipynb
@@ -65,7 +65,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U pymongo langgraph langgraph-prebuilt langgraph-checkpoint-mongodb"
+    "%pip install -U pymongo langgraph langgraph-checkpoint-mongodb"
    ]
   },
   {
diff --git a/docs/docs/how-tos/persistence_postgres.ipynb b/docs/docs/how-tos/persistence_postgres.ipynb
index e7ab8e899..332c98cae 100644
--- a/docs/docs/how-tos/persistence_postgres.ipynb
+++ b/docs/docs/how-tos/persistence_postgres.ipynb
@@ -44,7 +44,8 @@
     "...\n",
     "```\n",
     "\n",
-    "!!! info \"Setup\"\n",
+    "!!! info \"Setup\"",
+    "\n",
     "    You need to run `.setup()` once on your checkpointer to initialize the database before you can use it."
    ]
   },
@@ -69,7 +70,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U psycopg psycopg-pool langgraph langgraph-prebuilt langgraph-checkpoint-postgres"
+    "%pip install -U psycopg psycopg-pool langgraph langgraph-checkpoint-postgres"
    ]
   },
   {
diff --git a/docs/docs/how-tos/persistence_redis.ipynb b/docs/docs/how-tos/persistence_redis.ipynb
index 5723b832d..8fab22b3c 100644
--- a/docs/docs/how-tos/persistence_redis.ipynb
+++ b/docs/docs/how-tos/persistence_redis.ipynb
@@ -70,7 +70,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U redis langgraph langgraph-prebuilt langchain_openai"
+    "%pip install -U redis langgraph langchain_openai"
    ]
   },
   {
diff --git a/docs/docs/how-tos/react-agent-from-scratch.ipynb b/docs/docs/how-tos/react-agent-from-scratch.ipynb
index dd823c093..dde37a30b 100644
--- a/docs/docs/how-tos/react-agent-from-scratch.ipynb
+++ b/docs/docs/how-tos/react-agent-from-scratch.ipynb
@@ -28,7 +28,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-openai"
+    "%pip install -U langgraph langchain-openai"
    ]
   },
   {
diff --git a/docs/docs/how-tos/run-id-langsmith.ipynb b/docs/docs/how-tos/run-id-langsmith.ipynb
index aba0a8224..550c8ae64 100644
--- a/docs/docs/how-tos/run-id-langsmith.ipynb
+++ b/docs/docs/how-tos/run-id-langsmith.ipynb
@@ -81,7 +81,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install --quiet -U langgraph langgraph-prebuilt langchain_openai"
+    "%pip install --quiet -U langgraph langchain_openai"
    ]
   },
   {
diff --git a/docs/docs/how-tos/stream-multiple.ipynb b/docs/docs/how-tos/stream-multiple.ipynb
index 418dfb520..0b9335642 100644
--- a/docs/docs/how-tos/stream-multiple.ipynb
+++ b/docs/docs/how-tos/stream-multiple.ipynb
@@ -34,7 +34,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-openai langchain-community"
+    "%pip install -U langgraph langchain-openai langchain-community"
    ]
   },
   {
diff --git a/docs/docs/how-tos/streaming-events-from-within-tools.ipynb b/docs/docs/how-tos/streaming-events-from-within-tools.ipynb
index f37071581..fca8586af 100644
--- a/docs/docs/how-tos/streaming-events-from-within-tools.ipynb
+++ b/docs/docs/how-tos/streaming-events-from-within-tools.ipynb
@@ -93,7 +93,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-openai"
+    "%pip install -U langgraph langchain-openai"
    ]
   },
   {
diff --git a/docs/docs/how-tos/update-state-from-tools.ipynb b/docs/docs/how-tos/update-state-from-tools.ipynb
index 6444e885c..0a7311342 100644
--- a/docs/docs/how-tos/update-state-from-tools.ipynb
+++ b/docs/docs/how-tos/update-state-from-tools.ipynb
@@ -66,7 +66,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain-openai"
+    "%pip install -U langgraph langchain-openai"
    ]
   },
   {
diff --git a/docs/docs/tutorials/multi_agent/agent_supervisor.ipynb b/docs/docs/tutorials/multi_agent/agent_supervisor.ipynb
index 1e3240c33..80aa01e2d 100644
--- a/docs/docs/tutorials/multi_agent/agent_supervisor.ipynb
+++ b/docs/docs/tutorials/multi_agent/agent_supervisor.ipynb
@@ -35,7 +35,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain_community langchain_anthropic langchain_experimental"
+    "%pip install -U langgraph langchain_community langchain_anthropic langchain_experimental"
    ]
   },
   {
diff --git a/docs/docs/tutorials/multi_agent/hierarchical_agent_teams.ipynb b/docs/docs/tutorials/multi_agent/hierarchical_agent_teams.ipynb
index 0824cbc00..3031fa74a 100644
--- a/docs/docs/tutorials/multi_agent/hierarchical_agent_teams.ipynb
+++ b/docs/docs/tutorials/multi_agent/hierarchical_agent_teams.ipynb
@@ -49,7 +49,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langgraph langgraph-prebuilt langchain_community langchain_anthropic langchain_experimental"
+    "%pip install -U langgraph langchain_community langchain_anthropic langchain_experimental"
    ]
   },
   {
diff --git a/docs/docs/tutorials/multi_agent/multi-agent-collaboration.ipynb b/docs/docs/tutorials/multi_agent/multi-agent-collaboration.ipynb
index c6a8d1aa5..6bdaf978e 100644
--- a/docs/docs/tutorials/multi_agent/multi-agent-collaboration.ipynb
+++ b/docs/docs/tutorials/multi_agent/multi-agent-collaboration.ipynb
@@ -37,7 +37,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install -U langchain_community langchain_anthropic langchain_experimental matplotlib langgraph langgraph-prebuilt"
+    "%pip install -U langchain_community langchain_anthropic langchain_experimental matplotlib langgraph"
    ]
   },
   {
diff --git a/docs/docs/tutorials/plan-and-execute/plan-and-execute.ipynb b/docs/docs/tutorials/plan-and-execute/plan-and-execute.ipynb
index 346d05742..c029f5a7a 100644
--- a/docs/docs/tutorials/plan-and-execute/plan-and-execute.ipynb
+++ b/docs/docs/tutorials/plan-and-execute/plan-and-execute.ipynb
@@ -51,7 +51,7 @@
    "outputs": [],
    "source": [
     "%%capture --no-stderr\n",
-    "%pip install --quiet -U langgraph langgraph-prebuilt langchain-community langchain-openai tavily-python"
+    "%pip install --quiet -U langgraph langchain-community langchain-openai tavily-python"
    ]
   },
   {