Update auth docstrings (#2977)

docs/docs/how-tos/auth/custom_auth.md

@@ -37,7 +37,7 @@ async def authenticate(authorization: str) -> str:
             detail="Invalid token"
         )
 
-# Optional: Add authorization rules
+# Add authorization rules to actually control access to resources
 @my_auth.on
 async def add_owner(
     ctx: Auth.types.AuthContext,
@@ -48,6 +48,13 @@ async def add_owner(
     metadata = value.setdefault("metadata", {})
     metadata.update(filters)
     return filters
+
+# Assumes you organize information in store like (user_id, resource_type, resource_id)
+@my_auth.on.store()
+async def authorize_store(ctx: Auth.types.AuthContext, value: dict):
+    namespace: tuple = value["namespace"]
+    assert namespace[0] == ctx.user.identity, "Not authorized"
+
 ```
 
 ## 2. Update configuration

docs/docs/tutorials/auth/resource_auth.md

@@ -275,6 +275,13 @@ async def on_assistants(
         status_code=403,
         detail="User lacks the required permissions.",
     )
+
+# Assumes you organize information in store like (user_id, resource_type, resource_id)
+@auth.on.store()
+async def authorize_store(ctx: Auth.types.AuthContext, value: dict):
+    # The "namespace" field for each store item is a tuple you can think of as the directory of an item.
+    namespace: tuple = value["namespace"]
+    assert namespace[0] == ctx.user.identity, "Not authorized"
 ```
 
 Notice that instead of one global handler, we now have specific handlers for:

libs/sdk-py/langgraph_sdk/auth/__init__.py

@@ -69,6 +69,10 @@ async def authorize_default(params: Auth.on.value):
         async def authorize_thread_create(params: Auth.on.threads.create.value):
             # Allow the allowed user to create a thread
             assert params.get("metadata", {}).get("owner") == "allowed_user"
+
+        @auth.on.store
+        async def authorize_store(ctx: Auth.types.AuthContext, value: Auth.types.on):
+            assert ctx.user.identity in value["namespace"], "Not authorized"
         ```
 
     ???+ note "Request Processing Flow"
@@ -157,6 +161,15 @@ async def rate_limit_writes(ctx: AuthContext, value: Any) -> bool:
                 # Implement rate limiting for write operations
                 return await check_rate_limit(ctx.user.identity)
             ```
+
+            Auth for the `store` resource is a bit different since its structure is developer defined.
+            You typically want to enforce user creds in the namespace. Y
+            ```python
+            @auth.on.store
+            async def check_store_access(ctx: AuthContext, value: Auth.types.on) -> bool:
+                # Assuming you structure your store like (store.aput((user_id, application_context), key, value))
+                assert value["namespace"][0] == ctx.user.identity
+            ```
         """
         # These are accessed by the API. Changes to their names or types is
         # will be considered a breaking change.