mirror of
https://github.com/langchain-ai/langgraph.git
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Merge branch 'main' into vb/fix-command-messages
This commit is contained in:
@@ -1,4 +1,4 @@
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# How to Deploy to Cloud SaaS
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# How to Deploy to Cloud SaaS (Beta)
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Before deploying, review the [conceptual guide for the Cloud SaaS](../../concepts/langgraph_cloud.md) deployment option.
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@@ -1,4 +1,4 @@
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# How to Deploy Self-Hosted Control Plane
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# How to Deploy Self-Hosted Control Plane (Beta)
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Before deploying, review the [conceptual guide for the Self-Hosted Control Plane](../../concepts/langgraph_self_hosted_control_plane.md) deployment option.
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@@ -1,4 +1,4 @@
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# How to Deploy Self-Hosted Data Plane
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# How to Deploy Self-Hosted Data Plane (Beta)
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Before deploying, review the [conceptual guide for the Self-Hosted Data Plane](../../concepts/langgraph_self_hosted_data_plane.md) deployment option.
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@@ -10,11 +10,11 @@
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There are 4 main options for deploying with the LangGraph Platform:
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1. **[Cloud SaaS](#cloud-saas)**: Available for **Plus** and **Enterprise** plans.
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1. **<a href="#cloud-saas">Cloud SaaS<sup>(Beta)</sup></a>**: Available for **Plus** and **Enterprise** plans.
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1. **[Self-Hosted Data Plane](#self-hosted-data-plane)**: Available for the **Enterprise** plan.
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1. **<a href="#self-hosted-data-plane">Self-Hosted Data Plane<sup>(Beta)</sup></a>**: Available for the **Enterprise** plan.
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1. **[Self-Hosted Control Plane](#self-hosted-control-plane)**: Available for the **Enterprise** plan.
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1. **<a href="#self-hosted-control-plane">Self-Hosted Control Plane<sup>(Beta)</sup></a>**: Available for the **Enterprise** plan.
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1. **[Standalone Container](#standalone-container)**: Available for all plans.
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@@ -1,4 +1,4 @@
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# Cloud SaaS
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# Cloud SaaS (Beta)
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To deploy a [LangGraph Server](../concepts/langgraph_server.md), follow the how-to guide for [how to deploy to Cloud SaaS](../cloud/deployment/cloud.md).
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@@ -5,6 +5,10 @@ search:
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# LangGraph Platform
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Watch this 4-minute overview of LangGraph Platform to see how it helps you build, deploy, and evaluate agentic applications.
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<iframe width="560" height="315" src="https://www.youtube.com/embed/pfAQxBS5z88?si=XGS6Chydn6lhSO1S" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
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## Overview
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LangGraph Platform is a commercial solution for deploying agentic applications to production, built on the open-source [LangGraph framework](./high_level.md).
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@@ -1,4 +1,4 @@
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# Self-Hosted Control Plane
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# Self-Hosted Control Plane (Beta)
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To deploy a [LangGraph Server](../concepts/langgraph_server.md), follow the how-to guide for [how to deploy the Self-Hosted Control Plane](../cloud/deployment/self_hosted_control_plane.md).
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@@ -1,4 +1,4 @@
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# Self-Hosted Data Plane
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# Self-Hosted Data Plane (Beta)
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To deploy a [LangGraph Server](../concepts/langgraph_server.md), follow the how-to guide for [how to deploy the Self-Hosted Data Plane](../cloud/deployment/self_hosted_data_plane.md).
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@@ -17,9 +17,9 @@ Get started deploying your LangGraph applications locally or on the cloud with
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## Deployment Options
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- [Cloud SaaS](../concepts/langgraph_cloud.md): Connect to your GitHub repositories and deploy LangGraph Servers to LangChain's cloud. We manage everything.
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- [Self-Hosted Data Plane](../concepts/langgraph_self_hosted_data_plane.md): Create deployments from the [Control Plane UI](../concepts/langgraph_control_plane.md#control-plane-ui) and deploy LangGraph Servers to your cloud. We manage the [control plane](../concepts/langgraph_control_plane.md), you manage the deployments.
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- [Self-Hosted Control Plane](../concepts/langgraph_self_hosted_control_plane.md#control-plane-ui): Create deployments from a self-hosted [Control Plane UI](../concepts/langgraph_control_plane.md) and deploy LangGraph Servers to your cloud. You manage everything.
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- <a href="../../concepts/langgraph_cloud/">Cloud SaaS<sup>(Beta)</sup></a>: Connect to your GitHub repositories and deploy LangGraph Servers to LangChain's cloud. We manage everything.
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- <a href="../../concepts/langgraph_self_hosted_data_plane/">Self-Hosted Data Plane<sup>(Beta)</sup></a>: Create deployments from the [Control Plane UI](../concepts/langgraph_control_plane.md#control-plane-ui) and deploy LangGraph Servers to your cloud. We manage the [control plane](../concepts/langgraph_control_plane.md), you manage the deployments.
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- <a href="../../concepts/langgraph_self_hosted_control_plane/">Self-Hosted Control Plane<sup>(Beta)</sup></a>: Create deployments from a self-hosted [Control Plane UI](../concepts/langgraph_control_plane.md#control-plane-ui) and deploy LangGraph Servers to your cloud. You manage everything.
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- [Standalone Container](../concepts/langgraph_standalone_container.md): Deploy LangGraph Server Docker images however you like.
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A quick comparison...
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@@ -44,6 +44,7 @@ from langgraph.constants import (
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NS_END,
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NS_SEP,
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TAG_HIDDEN,
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TASKS,
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)
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from langgraph.errors import (
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ErrorCode,
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@@ -78,7 +79,7 @@ from langgraph.store.base import BaseStore
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from langgraph.types import All, Checkpointer, Command, RetryPolicy
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from langgraph.utils.fields import get_field_default
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from langgraph.utils.pydantic import create_model
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from langgraph.utils.runnable import RunnableCallable, RunnableLike, coerce_to_runnable
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from langgraph.utils.runnable import RunnableLike, coerce_to_runnable
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logger = logging.getLogger(__name__)
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@@ -670,10 +671,6 @@ class StateGraph(Graph):
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for key, node in self.nodes.items():
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compiled.attach_node(key, node)
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compiled.nodes[START].writers.append(CONTROL_BRANCH_PATH)
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for key in self.nodes:
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compiled.nodes[key].writers.append(CONTROL_BRANCH_PATH)
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for start, end in self.edges:
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compiled.attach_edge(start, end)
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@@ -802,6 +799,7 @@ class CompiledStateGraph(CompiledGraph):
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ChannelWriteTupleEntry(
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mapper=_get_root if output_keys == ["__root__"] else _get_updates
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),
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ChannelWriteTupleEntry(mapper=_control_branch),
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)
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# add node and output channel
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@@ -936,7 +934,7 @@ class CompiledStateGraph(CompiledGraph):
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if end != END:
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self.nodes[end].writers.append(
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ChannelWrite(
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[ChannelWriteEntry(channel_name, end)], tags=[TAG_HIDDEN]
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(ChannelWriteEntry(channel_name, end),), tags=[TAG_HIDDEN]
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)
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)
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@@ -1062,10 +1060,9 @@ def _coerce_state(schema: Type[Any], input: dict[str, Any]) -> dict[str, Any]:
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return schema(**input)
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def _control_branch(value: Any, config: RunnableConfig) -> Any:
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def _control_branch(value: Any) -> Sequence[tuple[str, Any]]:
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if isinstance(value, Send):
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ChannelWrite.do_write(config, (value,))
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return value
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return ((TASKS, value),)
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commands: list[Command] = []
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if isinstance(value, Command):
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commands.append(value)
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@@ -1073,66 +1070,22 @@ def _control_branch(value: Any, config: RunnableConfig) -> Any:
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for cmd in value:
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if isinstance(cmd, Command):
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commands.append(cmd)
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rtn: list[Union[ChannelWriteEntry, Send]] = []
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rtn: list[tuple[str, Any]] = []
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for command in commands:
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if command.graph == Command.PARENT:
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raise ParentCommand(command)
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if isinstance(command.goto, Send):
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rtn.append(command.goto)
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rtn.append((TASKS, command.goto))
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elif isinstance(command.goto, str):
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rtn.append(ChannelWriteEntry(CHANNEL_BRANCH_TO.format(command.goto), None))
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rtn.append((CHANNEL_BRANCH_TO.format(command.goto), None))
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else:
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rtn.extend(
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go
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(TASKS, go)
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if isinstance(go, Send)
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else ChannelWriteEntry(CHANNEL_BRANCH_TO.format(go), None)
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else (CHANNEL_BRANCH_TO.format(go), None)
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for go in command.goto
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)
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if rtn:
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ChannelWrite.do_write(config, rtn)
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return value
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async def _acontrol_branch(value: Any, config: RunnableConfig) -> Any:
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if isinstance(value, Send):
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ChannelWrite.do_write(config, (value,))
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return value
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commands: list[Command] = []
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if isinstance(value, Command):
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commands.append(value)
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elif isinstance(value, (list, tuple)):
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for cmd in value:
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if isinstance(cmd, Command):
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commands.append(cmd)
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rtn: list[Union[ChannelWriteEntry, Send]] = []
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for command in commands:
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if command.graph == Command.PARENT:
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raise ParentCommand(command)
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if isinstance(command.goto, Send):
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rtn.append(command.goto)
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elif isinstance(command.goto, str):
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rtn.append(ChannelWriteEntry(CHANNEL_BRANCH_TO.format(command.goto), None))
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else:
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rtn.extend(
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go
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if isinstance(go, Send)
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else ChannelWriteEntry(CHANNEL_BRANCH_TO.format(go), None)
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for go in command.goto
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)
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if rtn:
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ChannelWrite.do_write(config, rtn)
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return value
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CONTROL_BRANCH_PATH = RunnableCallable(
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_control_branch,
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_acontrol_branch,
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tags=[TAG_HIDDEN],
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trace=False,
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recurse=False,
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set_context=False,
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func_accepts_config=True,
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)
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return rtn
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def _get_root(input: Any) -> Optional[Sequence[tuple[str, Any]]]:
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@@ -4660,7 +4660,7 @@ def test_root_graph(
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content="result for query",
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name="search_api",
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tool_call_id="tool_call123",
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id="00000000-0000-4000-8000-000000000040",
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id="00000000-0000-4000-8000-000000000033",
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)
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]
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},
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@@ -4683,7 +4683,7 @@ def test_root_graph(
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content="result for another",
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name="search_api",
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tool_call_id="tool_call456",
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id="00000000-0000-4000-8000-000000000049",
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id="00000000-0000-4000-8000-000000000041",
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)
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]
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},
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@@ -5387,7 +5387,7 @@ def test_root_graph(
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"__root__": [
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HumanMessage(
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content="what is weather in sf",
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id="00000000-0000-4000-8000-000000000083",
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id="00000000-0000-4000-8000-000000000070",
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),
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AIMessage(
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content="",
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@@ -5407,7 +5407,7 @@ def test_root_graph(
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),
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AIMessage(content="answer", id="ai2"),
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AIMessage(
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content="an extra message", id="00000000-0000-4000-8000-000000000107"
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content="an extra message", id="00000000-0000-4000-8000-000000000091"
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),
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HumanMessage(content="what is weather in la"),
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],
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