mirror of
https://github.com/langchain-ai/langgraph.git
synced 2026-08-21 23:22:27 +02:00
feat(sdk-js): add docs, how-to guide
This commit is contained in:
Tat Dat Duong
+67
-91
@@ -1,15 +1,19 @@
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# How to stream runs into an React app
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# How to Stream LangGraph Runs in Your React App
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!!! info "Prerequisites" - [LangGraph Platform](../concepts/langgraph_platform.md) - [LangGraph Server](../concepts/langgraph_server.md)
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!!! info "Prerequisites"
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- [LangGraph Platform](../concepts/langgraph_platform.md)
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- [LangGraph Server](../concepts/langgraph_server.md)
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The `useStream()` hook allows you to easily stream values from a LangGraph run. It enables the following features:
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The `useStream()` React hook provides a seamless way to integrate LangGraph runs into your React applications. It handles all the complexities of streaming, state management, and branching logic, letting you focus on building great chat experiences.
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- Streaming messages: Streams messages from the run as they are generated.
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- State management: Thread state is managed for you, including messages, loading and error states.
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- Branching support: We handle checkpoint branching for you, so you can focus on building your chat interface.
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- Headless: Bring your own chat UI and implement streaming into any design or layout.
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Key features:
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This guide will show you how you can use `useStream()` to stream values within your React application.
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- Messages streaming: Handle a stream of message chunks to form a complete message
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- Automatic state management for messages, loading states, and errors
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- Conversation branching: Create alternate conversation paths from any point in the chat history
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- UI-agnostic design - bring your own components and styling
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Let's explore how to use `useStream()` in your React application.
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## Example
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@@ -62,24 +66,24 @@ export default function App() {
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}
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```
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## Customise UI
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## Customizing Your UI
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The `useStream()` hook provides built-in state management capabilities to simplify your application development. It handles:
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The `useStream()` hook takes care of all the complex state management behind the scenes, providing you with simple interfaces to build your UI. Here's what you get out of the box:
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- Thread state management
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- Loading states during stream operations
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- Error handling and error states
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- Message management
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- Loading and error states
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- Message handling and updates
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- Branching support
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This allows you to focus on building your UI while the `useStream()` hook takes care of the underlying state complexity.
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Here are some examples on how to use these features effectively:
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### Loading state
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### Loading States
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The `isLoading` property is set to `true` whenever the stream is running. This is useful for:
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The `isLoading` property tells you when a stream is active, enabling you to:
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1. Showing a loading spinner to indicate that the stream is running.
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2. Disabling the input box to prevent multiple submissions.
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3. Showing a cancellation button to cancel a run.
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- Show a loading indicator
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- Disable input fields during processing
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- Display a cancel button
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```tsx
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export default function App() {
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@@ -101,9 +105,9 @@ export default function App() {
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}
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```
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### Thread management
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### Thread Management
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The `useStream()` hook manages a thread for you. You can use the `threadId` property to get the thread ID. Pass in the `onThreadId` callback to get notified when the new thread is created.
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Keep track of conversations with built-in thread management. You can access the current thread ID and get notified when new threads are created:
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```tsx
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const [threadId, setThreadId] = useState<string | null>(null);
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@@ -117,11 +121,13 @@ const thread = useStream<{ messages: Message[] }>({
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});
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```
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We recommend setting the `threadId` as a query parameter in the URL, so that you can resume the conversation from the same thread even when the page is refreshed.
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We recommend storing the `threadId` in your URL's query parameters to let users resume conversations after page refreshes.
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### Messages handling
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### Messages Handling
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To enable messages handling, you need to pass the `messagesKey` option to the `useStream()` hook. When enabled, the `useStream()` hook will keep track of the message chunks received from the server and concatenate them together to form a complete message. The completed message chunks can be retrieved via the `messages` property.
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To enable messages handling, you need to pass the `messagesKey` option to the `useStream()` hook.
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When enabled, the `useStream()` hook will keep track of the message chunks received from the server and concatenate them together to form a complete message. The completed message chunks can be retrieved via the `messages` property.
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```tsx
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import type { Message } from "@langchain/langgraph-sdk";
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@@ -144,7 +150,7 @@ export default function HomePage() {
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}
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```
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### Branching
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### Branching Support
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To enable branching, you need to enable messages handling. Pass the `messagesKey` option to the `useStream()` hook. For each message, you can use `getMessagesMetadata()` to get the first checkpoint from which the message has been first seen. You can then create a new run from the checkpoint preceding the first seen checkpoint to create a new branch in a thread.
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@@ -274,7 +280,7 @@ export default function App() {
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onEdit={(message) =>
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thread.submit(
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{ messages: [message] },
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{ checkpoint: parentCheckpoint },
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{ checkpoint: parentCheckpoint }
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)
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}
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/>
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@@ -329,37 +335,42 @@ export default function App() {
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}
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```
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### TypeScript and Type safety
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### TypeScript
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The `useStream()` hook accepts generic parameters that can be used to specify the thread state and update type as well as the custom event type, avoiding the need to manually type-cast.
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The `useStream()` hook is fully typed to help catch errors early and provide better IDE support. You can specify types for:
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- State shape
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- Update format
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- Custom events
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```tsx
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// Type definition of the state
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type StateType = { messages: Message[] };
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// Define your types
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type State = {
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messages: Message[];
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context?: Record<string, unknown>;
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};
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// Type definition of the update
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type UpdateType = { messages: Message[] | Message };
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type Update = {
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messages: Message[] | Message;
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context?: Record<string, unknown>;
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};
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// Type definition of the custom event
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type CustomEventType = { counter: number };
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type CustomEvent = {
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type: "progress" | "debug";
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payload: unknown;
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};
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const thread = useStream<StateType, UpdateType, CustomEventType>({
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// Use them with the hook
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const thread = useStream<State, Update, CustomEvent>({
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apiUrl: "http://localhost:2024",
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assistantId: "agent",
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messagesKey: "messages",
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});
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```
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If you use `LangGraph.js`, you can re-use the same `Annotation` as the one used within `StateGraph`.
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!!! warning "Importing from @langchain/langgraph/web"
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Make sure to import from `@langchain/langgraph/web` and not from `@langchain/langgraph`, as the default entrypoint will attempt to initialize `AsyncLocalStorage`, which is not available in the browser.
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If you're using LangGraph.js, you can reuse your graph's annotation types:
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```tsx
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"use client";
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import { useStream } from "@langchain/langgraph-sdk/react";
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import {
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Annotation,
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MessagesAnnotation,
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@@ -369,57 +380,22 @@ import {
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const AgentState = Annotation.Root({
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...MessagesAnnotation.spec,
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context: Annotation.Optional(Annotation.Any()),
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});
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export default function HomePage() {
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const thread = useStream<
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StateType<typeof AgentState.spec>,
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UpdateType<typeof AgentState.spec>
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>({
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apiUrl: "http://localhost:2024",
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assistantId: "agent",
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messagesKey: "messages",
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});
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return (
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<div>
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<div>
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{thread.messages.map((message) => (
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<div key={message.id}>{message.content as string}</div>
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))}
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</div>
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<form
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onSubmit={(e) => {
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e.preventDefault();
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const form = e.target as HTMLFormElement;
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const message = new FormData(form).get("message") as string;
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form.reset();
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thread.submit({ messages: [message] });
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}}
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>
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<input type="text" name="message" />
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{thread.isLoading ? (
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<button key="stop" type="button" onClick={() => thread.stop()}>
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Stop
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</button>
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) : (
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<button key="submit" type="submit">
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Send
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</button>
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)}
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</form>
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</div>
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);
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}
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const thread = useStream<
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StateType<typeof AgentState.spec>,
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UpdateType<typeof AgentState.spec>
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>({
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apiUrl: "http://localhost:2024",
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assistantId: "agent",
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messagesKey: "messages",
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});
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```
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## Event callbacks
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## Event Handling
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The `useStream()` hook provides few event callbacks that you can use to react to specific events.
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The `useStream()` hook provides several callback options to help you respond to different events:
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- `onError`: Called when an error occurs.
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- `onFinish`: Called when the stream is finished.
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@@ -427,6 +403,6 @@ The `useStream()` hook provides few event callbacks that you can use to react to
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- `onCustomEvent`: Called when a custom event is received. See [Custom events](../concepts/custom-events.md) to learn how to stream custom events.
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- `onMetadataEvent`: Called when a metadata event is received.
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## Learn more
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## Learn More
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TODO: add a link to the `useStream()` hook documentation.
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- [JS/TS SDK Reference](../reference/sdk/js_ts_sdk_ref.md)
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@@ -13,3 +13,4 @@ react.d.cts
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node_modules
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dist
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.yarn
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docs
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@@ -1,6 +1,6 @@
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{
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"name": "@langchain/langgraph-sdk",
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"version": "0.0.40",
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"version": "0.0.41",
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"description": "Client library for interacting with the LangGraph API",
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"type": "module",
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"packageManager": "yarn@1.22.19",
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@@ -10,7 +10,8 @@
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"prepublish": "yarn run build",
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"format": "prettier --write src",
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"lint": "prettier --check src && tsc --noEmit",
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"test": "NODE_OPTIONS=--experimental-vm-modules jest --testPathIgnorePatterns=\\.int\\.test.ts"
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"test": "NODE_OPTIONS=--experimental-vm-modules jest --testPathIgnorePatterns=\\.int\\.test.ts",
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},
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"license": "MIT",
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@@ -33,8 +34,8 @@
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"react": "^18.3.1"
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{
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"pageTitleTemplates": {
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brace-expansion "^2.0.1"
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|
||||
integrity sha512-i6//Lqgn7+7nZA0qVjoYH0085YdNk4MC+tJV4bo+HgjgRMJ0JmkLZzFAuvVioJqLkcGDK5GAMpghZEZkCnwxpQ==
|
||||
dependencies:
|
||||
"@shikijs/core" "1.9.0"
|
||||
|
||||
side-channel@^1.0.4:
|
||||
version "1.0.6"
|
||||
resolved "https://registry.yarnpkg.com/side-channel/-/side-channel-1.0.6.tgz#abd25fb7cd24baf45466406b1096b7831c9215f2"
|
||||
@@ -4231,21 +4261,21 @@ typedarray.prototype.slice@^1.0.3:
|
||||
typed-array-buffer "^1.0.2"
|
||||
typed-array-byte-offset "^1.0.2"
|
||||
|
||||
typedoc-plugin-markdown@^4.1.0:
|
||||
version "4.1.0"
|
||||
resolved "https://registry.yarnpkg.com/typedoc-plugin-markdown/-/typedoc-plugin-markdown-4.1.0.tgz#0969e82d9821c956145a4b8a9a70f4e00bde27e8"
|
||||
integrity sha512-sUiEJVaa6+MOFShRy14j1OP/VXC5OLyHNecJ2nKeGuBy2M3YiMatSLoIiddFAqVptSuILJTZiJzCBIY6yzAVyg==
|
||||
typedoc-plugin-markdown@^4.4.2:
|
||||
version "4.4.2"
|
||||
resolved "https://registry.yarnpkg.com/typedoc-plugin-markdown/-/typedoc-plugin-markdown-4.4.2.tgz#fc31779595aa9bf00e66709f3894e048345bf7ed"
|
||||
integrity sha512-kJVkU2Wd+AXQpyL6DlYXXRrfNrHrEIUgiABWH8Z+2Lz5Sq6an4dQ/hfvP75bbokjNDUskOdFlEEm/0fSVyC7eg==
|
||||
|
||||
typedoc@^0.26.1:
|
||||
version "0.26.1"
|
||||
resolved "https://registry.yarnpkg.com/typedoc/-/typedoc-0.26.1.tgz#fc43108abdea64929a2e636877e250d5dea50957"
|
||||
integrity sha512-APsVXqh93jTlpkLuw6+/IORx7n5LN8hzJV8nvMIrYYaIva0VCq0CoDN7Z3hsRThEYVExI/qoFHnAAxrhG+Wd7Q==
|
||||
typedoc@^0.27.7:
|
||||
version "0.27.7"
|
||||
resolved "https://registry.yarnpkg.com/typedoc/-/typedoc-0.27.7.tgz#09047ffb5c845f45765de26c68b77260867fe967"
|
||||
integrity sha512-K/JaUPX18+61W3VXek1cWC5gwmuLvYTOXJzBvD9W7jFvbPnefRnCHQCEPw7MSNrP/Hj7JJrhZtDDLKdcYm6ucg==
|
||||
dependencies:
|
||||
"@gerrit0/mini-shiki" "^1.24.0"
|
||||
lunr "^2.3.9"
|
||||
markdown-it "^14.1.0"
|
||||
minimatch "^9.0.4"
|
||||
shiki "^1.9.0"
|
||||
yaml "^2.4.5"
|
||||
minimatch "^9.0.5"
|
||||
yaml "^2.6.1"
|
||||
|
||||
typescript@^5.4.5:
|
||||
version "5.4.5"
|
||||
@@ -4468,10 +4498,10 @@ yallist@^4.0.0:
|
||||
resolved "https://registry.yarnpkg.com/yallist/-/yallist-4.0.0.tgz#9bb92790d9c0effec63be73519e11a35019a3a72"
|
||||
integrity sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==
|
||||
|
||||
yaml@^2.4.5:
|
||||
version "2.4.5"
|
||||
resolved "https://registry.yarnpkg.com/yaml/-/yaml-2.4.5.tgz#60630b206dd6d84df97003d33fc1ddf6296cca5e"
|
||||
integrity sha512-aBx2bnqDzVOyNKfsysjA2ms5ZlnjSAW2eG3/L5G/CSujfjLJTJsEw1bGw8kCf04KodQWk1pxlGnZ56CRxiawmg==
|
||||
yaml@^2.6.1:
|
||||
version "2.7.0"
|
||||
resolved "https://registry.yarnpkg.com/yaml/-/yaml-2.7.0.tgz#aef9bb617a64c937a9a748803786ad8d3ffe1e98"
|
||||
integrity sha512-+hSoy/QHluxmC9kCIJyL/uyFmLmc+e5CFR5Wa+bpIhIj85LVb9ZH2nVnqrHoSvKogwODv0ClqZkmiSSaIH5LTA==
|
||||
|
||||
yargs-parser@^20.2.3:
|
||||
version "20.2.9"
|
||||
|
||||
Reference in New Issue
Block a user