This PR was opened by the [Changesets release](https://github.com/changesets/action) GitHub action. When you're ready to do a release, you can merge this and the packages will be published to npm automatically. If you're not ready to do a release yet, that's fine, whenever you add more changesets to main, this PR will be updated. # Releases ## @langchain/langgraph@1.3.5 ### Patch Changes - [#2489](https://github.com/langchain-ai/langgraphjs/pull/2489) [`e3a1933`](https://github.com/langchain-ai/langgraphjs/commit/e3a1933a8825a515d847b38b24a0743f4d418646) Thanks [@christian-bromann](https://github.com/christian-bromann)! - fix(core): keep stream chunks as three-element tuples Emit lightweight checkpoint envelopes as separate `[namespace, "checkpoints", envelope]` chunks before paired `values` chunks. Public `stream()` always yields `[namespace, mode, payload]`; the v3 protocol path surfaces envelopes via `convertToProtocolEvent`. - Updated dependencies \[[`244c24e`](https://github.com/langchain-ai/langgraphjs/commit/244c24eaccff4009df7d83e4320e51a4b310b15f)]: - @langchain/langgraph-sdk@1.9.16 ## @langchain/langgraph-sdk@1.9.16 ### Patch Changes - [#2486](https://github.com/langchain-ai/langgraphjs/pull/2486) [`244c24e`](https://github.com/langchain-ai/langgraphjs/commit/244c24eaccff4009df7d83e4320e51a4b310b15f) Thanks [@christian-bromann](https://github.com/christian-bromann)! - fix(sdk): surface resumed run failures on stream.error Route `respond()` and `respondAll()` through a coordinator dispatch path that writes the reactive `rootStore.error` slot when a resumed run reaches a failed terminal or when `input.respond` dispatch fails, matching submit() behavior so framework consumers (e.g. API-key retry UIs) observe resume failures via `stream.error` instead of only `isLoading` transitions. ## @langchain/angular@1.0.16 ### Patch Changes - Updated dependencies \[[`244c24e`](https://github.com/langchain-ai/langgraphjs/commit/244c24eaccff4009df7d83e4320e51a4b310b15f)]: - @langchain/langgraph-sdk@1.9.16 ## @langchain/react@1.0.16 ### Patch Changes - Updated dependencies \[[`244c24e`](https://github.com/langchain-ai/langgraphjs/commit/244c24eaccff4009df7d83e4320e51a4b310b15f)]: - @langchain/langgraph-sdk@1.9.16 ## @langchain/svelte@1.0.16 ### Patch Changes - Updated dependencies \[[`244c24e`](https://github.com/langchain-ai/langgraphjs/commit/244c24eaccff4009df7d83e4320e51a4b310b15f)]: - @langchain/langgraph-sdk@1.9.16 ## @langchain/vue@1.0.16 ### Patch Changes - Updated dependencies \[[`244c24e`](https://github.com/langchain-ai/langgraphjs/commit/244c24eaccff4009df7d83e4320e51a4b310b15f)]: - @langchain/langgraph-sdk@1.9.16 ## @example/ai-elements@0.1.31 ### Patch Changes - Updated dependencies \[[`e3a1933`](https://github.com/langchain-ai/langgraphjs/commit/e3a1933a8825a515d847b38b24a0743f4d418646)]: - @langchain/langgraph@1.3.5 - @langchain/react@1.0.16 ## @examples/assistant-ui-claude@0.1.31 ### Patch Changes - Updated dependencies \[[`e3a1933`](https://github.com/langchain-ai/langgraphjs/commit/e3a1933a8825a515d847b38b24a0743f4d418646)]: - @langchain/langgraph@1.3.5 - @langchain/react@1.0.16 ## @examples/ui-angular@0.0.41 ### Patch Changes - Updated dependencies \[[`244c24e`](https://github.com/langchain-ai/langgraphjs/commit/244c24eaccff4009df7d83e4320e51a4b310b15f), [`e3a1933`](https://github.com/langchain-ai/langgraphjs/commit/e3a1933a8825a515d847b38b24a0743f4d418646)]: - @langchain/langgraph-sdk@1.9.16 - @langchain/langgraph@1.3.5 - @langchain/angular@1.0.16 ## @examples/ui-multimodal@0.0.17 ### Patch Changes - Updated dependencies \[[`e3a1933`](https://github.com/langchain-ai/langgraphjs/commit/e3a1933a8825a515d847b38b24a0743f4d418646)]: - @langchain/langgraph@1.3.5 - @langchain/react@1.0.16 ## @examples/ui-react@0.0.17 ### Patch Changes - Updated dependencies \[[`244c24e`](https://github.com/langchain-ai/langgraphjs/commit/244c24eaccff4009df7d83e4320e51a4b310b15f), [`e3a1933`](https://github.com/langchain-ai/langgraphjs/commit/e3a1933a8825a515d847b38b24a0743f4d418646)]: - @langchain/langgraph-sdk@1.9.16 - @langchain/langgraph@1.3.5 - @langchain/react@1.0.16 ## langgraph@1.0.37 ### Patch Changes - Updated dependencies \[[`e3a1933`](https://github.com/langchain-ai/langgraphjs/commit/e3a1933a8825a515d847b38b24a0743f4d418646)]: - @langchain/langgraph@1.3.5 Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
AI Elements — Tool-Calling Agent Example
A self-contained chat interface built with AI Elements components and @langchain/react. It demonstrates how to build a production-quality agentic UI using AI Elements' composable component library.
What it shows
- Tool call rendering — each tool invocation is displayed with
Tool+ToolHeader+ToolContent+ToolInput+ToolOutput, updating live as the agent streams tool input and then the result. - Reasoning display — when the model emits reasoning tokens, a collapsible
Reasoningblock auto-opens during streaming and collapses when done. - Streaming messages —
Message+MessageContent+MessageResponserenders streaming markdown via Streamdown with full GFM support. - Loading skeleton — a
Shimmerplaceholder appears between the user's message and the first assistant token. - Conversation scroll —
Conversation+ConversationContent+ConversationScrollButtonauto-scrolls and shows a jump-to-bottom button when you scroll up. - Message actions —
MessageActions+MessageActionwith a copy button appears below the last assistant message once streaming completes. - Prompt input —
PromptInput+PromptInputBody+PromptInputTextarea+PromptInputFooter+PromptInputSubmitprovides a full-featured input bar. - Suggestions —
Suggestions+Suggestionshows preset prompts before the first message.
Agent
The backing LangGraph agent (packages/agents/src/agents/ai-elements.ts) is a createReactAgent with two simulated tools:
| Tool | Description |
|---|---|
get_weather |
Returns deterministic simulated weather data for any city |
web_search |
Returns three simulated search result objects for any query |
No external API keys are required for the tools.
Setup
Create a .env file in this folder (optional — defaults are provided):
VITE_LANGGRAPH_API_URL=http://localhost:2024 # default when running locally
VITE_LANGGRAPH_ASSISTANT_ID=ai_elements # matches langgraph.json
Run
Start the LangGraph agent server first:
bun run dev --filter=@langchain/playground-agents
Then start this preview app:
bun run dev --filter=@langchain/playground-preview-ai-elements
Open http://localhost:4600.
AI Elements components used
| Component | Source file |
|---|---|
Conversation, ConversationContent, ConversationScrollButton |
src/components/ai-elements/conversation.tsx |
Message, MessageContent, MessageResponse, MessageActions, MessageAction |
src/components/ai-elements/message.tsx |
PromptInput, PromptInputBody, PromptInputTextarea, PromptInputFooter, PromptInputSubmit |
src/components/ai-elements/prompt-input.tsx |
Tool, ToolHeader, ToolContent, ToolInput, ToolOutput |
src/components/ai-elements/tool.tsx |
Reasoning, ReasoningTrigger, ReasoningContent |
src/components/ai-elements/reasoning.tsx |
Suggestions, Suggestion |
src/components/ai-elements/suggestion.tsx |
Shimmer |
src/components/ai-elements/shimmer.tsx |
Components live in src/components/ai-elements/ and are owned by this package (shadcn/AI Elements registry style — copy-paste, not a node_modules import).
Vite path alias
AI Elements components use bare src/ imports (e.g. import { cn } from "src/lib/utils"). The vite.config.ts maps src → ./src to resolve these correctly in both dev and production builds.