x

.github/ISSUE_TEMPLATE/config.yml

@@ -10,6 +10,6 @@ contact_links:
   - name: Show and tell
     about: Show what you built with LangChain
     url: https://github.com/langchain-ai/langgraph/discussions/categories/show-and-tell
-  - name: LangChain Forum
-    url:  https://forum.langchain.com/
-    about: General community discussions and support
+  - name: Slack
+    url:  https://www.langchain.com/join-community
+    about: General community discussions

.github/dependabot.yml

@@ -1,18 +1,11 @@
+# Please see the documentation for all configuration options:
+# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
+# and
+# https://docs.github.com/code-security/dependabot/dependabot-version-updates/configuration-options-for-the-dependabot.yml-file
+
 version: 2
 updates:
   - package-ecosystem: "github-actions"
     directory: "/"
     schedule:
       interval: "weekly"
-
-  - package-ecosystem: "pip"
-    directories:
-      - "libs/checkpoint"
-      - "libs/checkpoint-postgres"
-      - "libs/checkpoint-sqlite"
-      - "libs/cli"
-      - "libs/langgraph"
-      - "libs/prebuilt"
-      - "libs/sdk-py"
-    schedule:
-      interval: "weekly"

.github/workflows/_test.yml

@@ -58,14 +58,3 @@ jobs:
           # grep will exit non-zero if the target message isn't found,
           # and `set -e` above will cause the step to fail.
           echo "$STATUS" | grep 'nothing to commit, working tree clean'
-
-      - name: Install min version of deps
-        shell: bash
-        working-directory: ${{ inputs.working-directory }}
-        run: uv sync --all-extras --resolution lowest-direct --no-sources --force-reinstall
-
-      - name: Run tests with min version of deps
-        shell: bash
-        working-directory: ${{ inputs.working-directory }}
-        run: make test
-

.github/workflows/_test_langgraph.yml

@@ -53,11 +53,3 @@ jobs:
           # grep will exit non-zero if the target message isn't found,
           # and `set -e` above will cause the step to fail.
           echo "$STATUS" | grep 'nothing to commit, working tree clean'
-
-      - name: Install min version of deps
-        shell: bash
-        run: uv sync --all-extras --resolution lowest-direct --no-sources --force-reinstall
-
-      - name: Run tests with min version of deps
-        shell: bash
-        run: make test_parallel

.github/workflows/ci.yml

@@ -22,7 +22,6 @@ jobs:
     outputs:
       python: ${{ steps.filter.outputs.python }}
       sdk-js: ${{ steps.filter.outputs.sdk-js }}
-      deps: ${{ steps.filter.outputs.deps }}
     steps:
       - uses: actions/checkout@v4
       - uses: dorny/paths-filter@v3
@@ -39,9 +38,6 @@ jobs:
               - 'libs/prebuilt/**'
             sdk-js:
               - 'libs/sdk-js/**'
-            deps:
-              - '**/pyproject.toml'
-              - '**/uv.lock'
 
   lint:
     needs: changes
@@ -59,7 +55,7 @@ jobs:
 
             "libs/prebuilt",
           ]
-    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.deps == 'true'
+    if: needs.changes.outputs.python == 'true'
     uses: ./.github/workflows/_lint.yml
     with:
       working-directory: ${{ matrix.working-directory }}
@@ -78,7 +74,7 @@ jobs:
             "libs/checkpoint-postgres",
             "libs/prebuilt",
           ]
-    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.deps == 'true'
+    if: needs.changes.outputs.python == 'true'
     uses: ./.github/workflows/_test.yml
     with:
       working-directory: ${{ matrix.working-directory }}
@@ -87,7 +83,7 @@ jobs:
   # NOTE: we're testing langgraph separately because it requires a different matrix
   test-langgraph:
     needs: changes
-    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.deps == 'true'
+    if: needs.changes.outputs.python == 'true'
     name: "cd libs/langgraph"
     uses: ./.github/workflows/_test_langgraph.yml
     secrets: inherit
@@ -144,7 +140,7 @@ jobs:
 
   integration-test:
     needs: changes
-    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.deps == 'true'
+    if: needs.changes.outputs.python == 'true'
     name: CLI integration test
     uses: ./.github/workflows/_integration_test.yml
     secrets: inherit

.github/workflows/uv_lock_ugprade.yml

@@ -1,45 +0,0 @@
-name: UV Lock Upgrade
-
-on:
-  schedule:
-    # run at midnight every Sunday
-    - cron: '0 0 * * 0'
-  # allow manual triggering
-  workflow_dispatch:
-
-permissions:
-  contents: write
-  pull-requests: write
-
-jobs:
-  upgrade-dependencies:
-    runs-on: ubuntu-latest
-    
-    steps:
-      - uses: actions/checkout@v4
-      
-      - name: Set up uv
-        uses: astral-sh/setup-uv@v6
-        with:
-          # use minimum supported Python version
-          python-version: "3.9"
-          enable-cache: true
-          cache-suffix: "uv-lock-upgrade"
-          
-      - name: Run uv lock --upgrade in all Python packages
-        run: make lock-upgrade
-          
-      - name: Create Pull Request
-        uses: peter-evans/create-pull-request@v6
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
-          commit-message: "chore: upgrade dependencies with `uv lock --upgrade`"
-          title: "chore: upgrade dependencies with `uv lock --upgrade`"
-          body: |
-            This PR updates the dependencies in all Python packages using `uv lock --upgrade`.
-            
-            This is an automated PR created by the UV Lock Upgrade workflow.
-          branch: deps/uv-lock-upgrade
-          delete-branch: true
-          labels: |
-            dependencies

Makefile

@@ -47,16 +47,6 @@ lock:
 		fi; \
 	done
 
-# Lock all projects and upgrade dependencies
-.PHONY: lock-upgrade
-lock-upgrade:
-	@for dir in $(LIBS_DIRS); do \
-		if [ -f $$dir/Makefile ]; then \
-			echo "Running lock-upgrade in $$dir"; \
-			(cd $$dir && uv lock --upgrade); \
-		fi; \
-	done
-
 # Test all projects
 .PHONY: test
 test:

README.md

@@ -63,7 +63,7 @@ LangGraph provides low-level supporting infrastructure for *any* long-running, s
 While LangGraph can be used standalone, it also integrates seamlessly with any LangChain product, giving developers a full suite of tools for building agents. To improve your LLM application development, pair LangGraph with:
 
 - [LangSmith](http://www.langchain.com/langsmith) — Helpful for agent evals and observability. Debug poor-performing LLM app runs, evaluate agent trajectories, gain visibility in production, and improve performance over time.
-- [LangGraph Platform](https://langchain-ai.github.io/langgraph/concepts/langgraph_platform/) — Deploy and scale agents effortlessly with a purpose-built deployment platform for long running, stateful workflows. Discover, reuse, configure, and share agents across teams — and iterate quickly with visual prototyping in [LangGraph Studio](https://langchain-ai.github.io/langgraph/concepts/langgraph_studio/).
+- [LangGraph Platform](https://langchain-ai.github.io/langgraph/concepts/#langgraph-platform) — Deploy and scale agents effortlessly with a purpose-built deployment platform for long running, stateful workflows. Discover, reuse, configure, and share agents across teams — and iterate quickly with visual prototyping in [LangGraph Studio](https://langchain-ai.github.io/langgraph/concepts/langgraph_studio/).
 - [LangChain](https://python.langchain.com/docs/introduction/) – Provides integrations and composable components to streamline LLM application development.
 
 > [!NOTE]

docs/_scripts/notebook_hooks.py

@@ -111,7 +111,6 @@ REDIRECT_MAP = {
     "concepts/v0-human-in-the-loop.md": "concepts/human-in-the-loop.md",
     "how-tos/index.md": "index.md",
     "tutorials/introduction.ipynb": "concepts/why-langgraph.md",
-    "agents/deployment.md": "tutorials/langgraph-platform/local-server.md",
     # deployment redirects
     "how-tos/deploy-self-hosted.md": "cloud/deployment/self_hosted_data_plane.md",
     "concepts/self_hosted.md": "concepts/langgraph_self_hosted_data_plane.md",

docs/docs/agents/deployment.md

@@ -0,0 +1,92 @@
+---
+search:
+  boost: 2
+tags:
+  - agent
+hide:
+  - tags
+---
+
+# Deployment
+
+To deploy your LangGraph agent, create and configure a LangGraph app. This setup supports both local development and production deployments.
+
+Features: 
+
+* 🖥️ Local server for development
+* 🧩 Studio Web UI for visual debugging
+* ☁️ Cloud and 🔧 self-hosted deployment options
+* 📊 LangSmith integration for tracing and observability
+
+!!! info "Requirements" 
+
+    - ✅ You **must** have a [LangSmith account](https://www.langchain.com/langsmith). You can sign up for **free** and get started with the free tier.
+
+## Create a LangGraph app
+
+```bash
+pip install -U "langgraph-cli[inmem]"
+langgraph new path/to/your/app --template new-langgraph-project-python
+```
+
+This will create an empty LangGraph project. You can modify it by replacing the code in `src/agent/graph.py` with your agent code. For example:
+
+```python
+from langgraph.prebuilt import create_react_agent
+
+def get_weather(city: str) -> str:
+    """Get weather for a given city."""
+    return f"It's always sunny in {city}!"
+
+graph = create_react_agent(
+    model="anthropic:claude-3-7-sonnet-latest",
+    tools=[get_weather],
+    prompt="You are a helpful assistant"
+)
+```
+
+### Install dependencies
+
+In the root of your new LangGraph app, install the dependencies in `edit` mode so your local changes are used by the server:
+
+```shell
+pip install -e .
+```
+
+### Create an `.env` file
+
+You will find a `.env.example` in the root of your new LangGraph app. Create
+a `.env` file in the root of your new LangGraph app and copy the contents of the `.env.example` file into it, filling in the necessary API keys:
+
+```bash
+LANGSMITH_API_KEY=lsv2...
+ANTHROPIC_API_KEY=sk-
+```
+
+## Launch LangGraph server locally
+
+```shell
+langgraph dev
+```
+
+This will start up the LangGraph API server locally. If this runs successfully, you should see something like:
+
+>    Ready!
+> 
+>    - API: [http://localhost:2024](http://localhost:2024/)
+>     
+>    - Docs: http://localhost:2024/docs
+>     
+>    - LangGraph Studio Web UI: https://smith.langchain.com/studio/?baseUrl=http://127.0.0.1:2024
+
+See this [tutorial](https://langchain-ai.github.io/langgraph/tutorials/langgraph-platform/local-server/) to learn more about running LangGraph app locally.
+
+## LangGraph Studio Web UI
+
+LangGraph Studio Web is a specialized UI that you can connect to LangGraph API server to enable visualization, interaction, and debugging of your application locally. Test your graph in the LangGraph Studio Web UI by visiting the URL provided in the output of the `langgraph dev` command.
+
+>    - LangGraph Studio Web UI: https://smith.langchain.com/studio/?baseUrl=http://127.0.0.1:2024
+
+## Deployment
+
+Once your LangGraph app is running locally, you can deploy it using LangGraph Platform. Refer to the [deployment options guide](../concepts/deployment_options.md) for detailed instructions on all supported deployment models.

docs/docs/agents/overview.md

@@ -8,9 +8,9 @@ hide:
   - tags
 ---
 
-# Agent development using prebuilt components
+# Agent development with LangGraph
 
-LangGraph provides both low-level primitives and high-level prebuilt components for building agent-based applications. This section focuses on the prebuilt, ready-to-use components designed to help you construct agentic systems quickly and reliably—without the need to implement orchestration, memory, or human feedback handling from scratch.
+**LangGraph** provides both low-level primitives and high-level prebuilt components for building agent-based applications. This section focuses on the **prebuilt**, **reusable** components designed to help you construct agentic systems quickly and reliably—without the need to implement orchestration, memory, or human feedback handling from scratch.
 
 ## What is an agent?
 

docs/docs/cloud/deployment/self_hosted_control_plane.md

@@ -3,7 +3,7 @@
 Before deploying, review the [conceptual guide for the Self-Hosted Control Plane](../../concepts/langgraph_self_hosted_control_plane.md) deployment option.
 
 !!! info "Important"
-    The Self-Hosted Control Plane deployment option requires an [Enterprise](../../concepts/plans.md) plan.
+    The Self-Hosted Control Plane deployment option is currently in beta stage and requires an [Enterprise](../../concepts/plans.md) plan.
 
 ## Prerequisites
 

docs/docs/cloud/deployment/self_hosted_data_plane.md

@@ -3,7 +3,7 @@
 Before deploying, review the [conceptual guide for the Self-Hosted Data Plane](../../concepts/langgraph_self_hosted_data_plane.md) deployment option.
 
 !!! info "Important"
-    The Self-Hosted Data Plane deployment option requires an [Enterprise](../../concepts/plans.md) plan.
+    The Self-Hosted Data Plane deployment option is currently in beta stage and requires an [Enterprise](../../concepts/plans.md) plan.
 
 ## Prerequisites
 
@@ -15,15 +15,11 @@ Before deploying, review the [conceptual guide for the Self-Hosted Data Plane](.
 ### Prerequisites
 1. `KEDA` is installed on your cluster.
 
-        helm repo add kedacore https://kedacore.github.io/charts
+        helm repo add kedacore https://kedacore.github.io/charts 
         helm install keda kedacore/keda --namespace keda --create-namespace
 
 1. A valid `Ingress` controller is installed on your cluster.
 1. You have slack space in your cluster for multiple deployments. `Cluster-Autoscaler` is recommended to automatically provision new nodes.
-1. You will need to enable egress to two control plane URLs. The listener polls these endpoints for deployments:
-
-        https://api.host.langchain.com
-        https://api.smith.langchain.com
 
 ### Setup
 

docs/docs/cloud/how-tos/use_stream_react.md

@@ -1,4 +1,4 @@
-# How to integrate LangGraph into your React application
+How to integrate LangGraph into your React application# How to integrate LangGraph into your React application
 
 !!! info "Prerequisites"
 
@@ -503,74 +503,6 @@ const handleSubmit = (text: string) => {
 };
 ```
 
-### Cached Thread Display
-
-Use the `initialValues` option to display cached thread data immediately while the history is being loaded from the server. This improves user experience by showing cached data instantly when navigating to existing threads.
-
-```tsx
-import { useStream } from "@langchain/langgraph-sdk/react";
-
-const CachedThreadExample = ({ threadId, cachedThreadData }) => {
-  const stream = useStream({
-    apiUrl: "http://localhost:2024",
-    assistantId: "agent",
-    threadId,
-    // Show cached data immediately while history loads
-    initialValues: cachedThreadData?.values,
-    messagesKey: "messages",
-  });
-
-  return (
-    <div>
-      {stream.messages.map((message) => (
-        <div key={message.id}>{message.content as string}</div>
-      ))}
-    </div>
-  );
-};
-```
-
-### Optimistic Thread Creation
-
-Use the `threadId` option in `submit` function to enable optimistic UI patterns where you need to know the thread ID before the thread is actually created.
-
-```tsx
-import { useState } from "react";
-import { useStream } from "@langchain/langgraph-sdk/react";
-
-const OptimisticThreadExample = () => {
-  const [threadId, setThreadId] = useState<string | null>(null);
-  const [optimisticThreadId] = useState(() => crypto.randomUUID());
-
-  const stream = useStream({
-    apiUrl: "http://localhost:2024",
-    assistantId: "agent",
-    threadId,
-    onThreadId: setThreadId, // (3) Updated after thread has been created.
-    messagesKey: "messages",
-  });
-
-  const handleSubmit = (text: string) => {
-    // (1) Perform a soft navigation to /threads/${optimisticThreadId}
-    // without waiting for thread creation.
-    window.history.pushState({}, "", `/threads/${optimisticThreadId}`);
-
-    // (2) Submit message to create thread with the predetermined ID.
-    stream.submit(
-      { messages: [{ type: "human", content: text }] },
-      { threadId: optimisticThreadId }
-    );
-  };
-
-  return (
-    <div>
-      <p>Thread ID: {threadId ?? optimisticThreadId}</p>
-      {/* Rest of component */}
-    </div>
-  );
-};
-```
-
 ### TypeScript
 
 The `useStream()` hook is friendly for apps written in TypeScript and you can specify types for the state to get better type safety and IDE support.

docs/docs/cloud/reference/cli.md

@@ -395,7 +395,7 @@ The LangGraph CLI requires a JSON configuration file that follows this [schema](
 
 === "Python"
 
-    Start LangGraph API server. For local testing, requires a LangSmith API key with access to LangGraph Platform. Requires a license key for production use.
+    Start LangGraph API server. For local testing, requires a LangSmith API key with access to LangGraph Platform closed beta. Requires a license key for production use.
 
     **Usage**
 
@@ -422,7 +422,7 @@ The LangGraph CLI requires a JSON configuration file that follows this [schema](
 
 === "JS"
 
-    Start LangGraph API server. For local testing, requires a LangSmith API key with access to LangGraph Platform. Requires a license key for production use.
+    Start LangGraph API server. For local testing, requires a LangSmith API key with access to LangGraph Platform closed beta. Requires a license key for production use.
 
     **Usage**
 

docs/docs/concepts/application_structure.md

@@ -48,7 +48,7 @@ Below are examples of directory structures for Python and JavaScript application
     │   ├── utils # utilities for your graph
     │   │   ├── __init__.py
     │   │   ├── tools.py # tools for your graph
-    │   │   ├── nodes.py # node functions for your graph
+    │   │   ├── nodes.py # node functions for you graph
     │   │   └── state.py # state definition of your graph
     │   ├── __init__.py
     │   └── agent.py # code for constructing your graph
@@ -64,7 +64,7 @@ Below are examples of directory structures for Python and JavaScript application
     ├── src # all project code lies within here
     │   ├── utils # optional utilities for your graph
     │   │   ├── tools.ts # tools for your graph
-    │   │   ├── nodes.ts # node functions for your graph
+    │   │   ├── nodes.ts # node functions for you graph
     │   │   └── state.ts # state definition of your graph
     │   └── agent.ts # code for constructing your graph
     ├── package.json # package dependencies

docs/docs/concepts/deployment_options.md

@@ -18,9 +18,9 @@ There are 4 main options for deploying with the [LangGraph Platform](langgraph_p
 
 1. [Cloud SaaS](#cloud-saas)
 
-1. [Self-Hosted Data Plane](#self-hosted-data-plane)
+1. [Self-Hosted Data Plane<sup>(Beta)</sup>](#self-hosted-data-plane)
 
-1. [Self-Hosted Control Plane](#self-hosted-control-plane)
+1. [Self-Hosted Control Plane<sup>(Beta)</sup>](#self-hosted-control-plane)
 
 1. [Standalone Container](#standalone-container)
 
@@ -50,7 +50,7 @@ For more information, please see:
 ## Self-Hosted Data Plane
 
 !!! info "Important"
-    The Self-Hosted Data Plane deployment option requires an [Enterprise](../concepts/plans.md) plan.
+    The Self-Hosted Data Plane deployment option is currently in beta stage and requires an [Enterprise](../concepts/plans.md) plan.
 
 The [Self-Hosted Data Plane](./langgraph_self_hosted_data_plane.md) deployment option is a "hybrid" model for deployment where we manage the [control plane](./langgraph_control_plane.md) in our cloud and you manage the [data plane](./langgraph_data_plane.md) in your cloud. This option provides a way to securely manage your data plane infrastructure, while offloading control plane management to us.
 
@@ -66,7 +66,7 @@ For more information, please see:
 ## Self-Hosted Control Plane
 
 !!! info "Important"
-    The Self-Hosted Control Plane deployment option requires an [Enterprise](../concepts/plans.md) plan.
+    The Self-Hosted Control Plane deployment option is currently in beta stage and requires an [Enterprise](../concepts/plans.md) plan.
 
 The [Self-Hosted Control Plane](./langgraph_self_hosted_control_plane.md) deployment option is a fully self-hosted model for deployment where you manage the [control plane](./langgraph_control_plane.md) and [data plane](./langgraph_data_plane.md) in your cloud. This option gives you full control and responsibility of the control plane and data plane infrastructure.
 

docs/docs/concepts/faq.md

@@ -47,7 +47,7 @@ LangGraph is a stateful, orchestration framework that brings added control to ag
 
 No. LangGraph Platform is proprietary software.
 
-There is a free, self-hosted version of LangGraph Platform with access to basic features. The Cloud SaaS deployment option and the Self-Hosted deployment options are paid services. [Contact our sales team](https://www.langchain.com/contact-sales) to learn more.
+There is a free, self-hosted version of LangGraph Platform with access to basic features. The Cloud SaaS deployment option is free while in beta, but will eventually be a paid service. We will always give ample notice before charging for a service and reward our early adopters with preferential pricing. The Self-Hosted deployment options are paid services. [Contact our sales team](https://www.langchain.com/contact-sales) to learn more.
 
 For more information, see our [LangGraph Platform pricing page](https://www.langchain.com/pricing-langgraph-platform).
 

docs/docs/concepts/functional_api.md

@@ -18,21 +18,10 @@ The Functional API uses two key building blocks:
 
 This provides a minimal abstraction for building workflows with state management and streaming.
 
-!!! tip
-
-    For information on how to use the functional API, see [Use Functional API](../how-tos/use-functional-api.md).
-
-## Functional API vs. Graph API
-
-For users who prefer a more declarative approach, LangGraph's [Graph API](./low_level.md) allows you to define workflows using a Graph paradigm. Both APIs share the same underlying runtime, so you can use them together in the same application.
-
-Here are some key differences:
-
-- **Control flow**: The Functional API does not require thinking about graph structure. You can use standard Python constructs to define workflows. This will usually trim the amount of code you need to write.
-- **Short-term memory**: The **GraphAPI** requires declaring a [**State**](./low_level.md#state) and may require defining [**reducers**](./low_level.md#reducers) to manage updates to the graph state. `@entrypoint` and `@tasks` do not require explicit state management as their state is scoped to the function and is not shared across functions.
-- **Checkpointing**: Both APIs generate and use checkpoints. In the **Graph API** a new checkpoint is generated after every [superstep](./low_level.md). In the **Functional API**, when tasks are executed, their results are saved to an existing checkpoint associated with the given entrypoint instead of creating a new checkpoint.
-- **Visualization**: The Graph API makes it easy to visualize the workflow as a graph which can be useful for debugging, understanding the workflow, and sharing with others. The Functional API does not support visualization as the graph is dynamically generated during runtime.
+!!! tip 
 
+    For users who prefer a more declarative approach, LangGraph's [Graph API](./low_level.md) allows you to define workflows using a Graph paradigm. Both APIs share the same underlying runtime, so you can use them together in the same application.
+    Please see the [Functional API vs. Graph API](#functional-api-vs-graph-api) section for a comparison of the two paradigms.
 
 ## Example
 
@@ -543,6 +532,15 @@ While different runs of a workflow can produce different results, resuming a **s
 
 Idempotency ensures that running the same operation multiple times produces the same result. This helps prevent duplicate API calls and redundant processing if a step is rerun due to a failure. Always place API calls inside **tasks** functions for checkpointing, and design them to be idempotent in case of re-execution. Re-execution can occur if a **task** starts, but does not complete successfully. Then, if the workflow is resumed, the **task** will run again. Use idempotency keys or verify existing results to avoid duplication.
 
+## Functional API vs. Graph API
+
+The **Functional API** and the [Graph APIs (StateGraph)](./low_level.md#stategraph) provide two different paradigms to create applications with LangGraph. Here are some key differences:
+
+- **Control flow**: The Functional API does not require thinking about graph structure. You can use standard Python constructs to define workflows. This will usually trim the amount of code you need to write.
+- **Short-term memory**: The **GraphAPI** requires declaring a [**State**](./low_level.md#state) and may require defining [**reducers**](./low_level.md#reducers) to manage updates to the graph state. `@entrypoint` and `@tasks` do not require explicit state management as their state is scoped to the function and is not shared across functions.
+- **Checkpointing**: Both APIs generate and use checkpoints. In the **Graph API** a new checkpoint is generated after every [superstep](./low_level.md). In the **Functional API**, when tasks are executed, their results are saved to an existing checkpoint associated with the given entrypoint instead of creating a new checkpoint.
+- **Visualization**: The Graph API makes it easy to visualize the workflow as a graph which can be useful for debugging, understanding the workflow, and sharing with others. The Functional API does not support visualization as the graph is dynamically generated during runtime.
+
 ## Common Pitfalls
 
 ### Handling side effects

docs/docs/concepts/langgraph_self_hosted_control_plane.md

@@ -3,7 +3,7 @@
 There are two versions of the self-hosted deployment: [Self-Hosted Data Plane](./deployment_options.md#self-hosted-data-plane) and [Self-Hosted Control Plane](./deployment_options.md#self-hosted-control-plane).
 
 !!! info "Important"
-    The Self-Hosted Control Plane deployment option requires an [Enterprise](plans.md) plan.
+    The Self-Hosted Control Plane deployment option is currently in beta stage and requires an [Enterprise](plans.md) plan.
 
 ## Requirements
 

docs/docs/concepts/langgraph_self_hosted_data_plane.md

@@ -8,7 +8,7 @@ search:
 There are two versions of the self-hosted deployment: [Self-Hosted Data Plane](./deployment_options.md#self-hosted-data-plane) and [Self-Hosted Control Plane](./deployment_options.md#self-hosted-control-plane).
 
 !!! info "Important"
-    The Self-Hosted Data Plane deployment option requires an [Enterprise](plans.md) plan.
+    The Self-Hosted Data Plane deployment option is currently in beta stage and requires an [Enterprise](plans.md) plan.
 
 ## Requirements
 

docs/docs/concepts/langgraph_standalone_container.md

@@ -19,7 +19,7 @@ The Standalone Container deployment option is the least restrictive model for de
 
 !!! warning
 
-      LangGraph Platform should not be deployed in serverless environments. Scale to zero may cause task loss and scaling up will not work reliably.
+      LangGraph Platform should not be deployed in serverless environments.
 
 ## Architecture
 

docs/docs/how-tos/use-functional-api.md

@@ -1,12 +1,5 @@
 # Use the functional API
 
-The [**Functional API**](../concepts/functional_api.md) allows you to add LangGraph's key features — [persistence](../concepts/persistence.md), [memory](../how-tos/memory/add-memory.md), [human-in-the-loop](../concepts/human_in_the_loop.md), and [streaming](../concepts/streaming.md) — to your applications with minimal changes to your existing code.
-
-!!! tip
-
-    For conceptual information on the functional API, see [Functional API](../concepts/functional_api.md).
-
-
 ## Creating a simple workflow
 
 When defining an `entrypoint`, input is restricted to the first argument of the function. To pass multiple inputs, you can use a dictionary.
@@ -839,4 +832,4 @@ for chunk in workflow.stream([input_message], config, stream_mode="values"):
 
 ## Integrate with other libraries
 
-* [Add LangGraph's features to other frameworks using the functional API](./autogen-integration-functional.ipynb): Add LangGraph features like persistence, memory and streaming to other agent frameworks that do not provide them out of the box.
+* [Add LangGraph's features to other frameworks using the functional API](./autogen-integration-functional.ipynb): Add LangGraph features like persistence, memory and streaming to other agent frameworks that do not provide them out of the box.

docs/docs/tutorials/langgraph-platform/local-server.md

@@ -1,4 +1,4 @@
-# Run a local server
+# LangGraph Platform quickstart
 
 This guide shows you how to run a LangGraph application locally.
 

docs/mkdocs.yml

@@ -89,78 +89,49 @@ plugins:
                 - "!^_"
 
 nav:
-  - Get started:
+  - Guides:
     - index.md
     - Quickstarts:
-      - Start with a prebuilt agent: agents/agents.md
-      - Build a custom workflow:
+      - Agent: agents/agents.md
+      - LangGraph basics:
           -  concepts/why-langgraph.md
-          -  1. Build a basic chatbot: tutorials/get-started/1-build-basic-chatbot.md
-          -  2. Add tools: tutorials/get-started/2-add-tools.md
-          -  3. Add memory: tutorials/get-started/3-add-memory.md
-          -  4. Add human-in-the-loop: tutorials/get-started/4-human-in-the-loop.md
-          -  5. Customize state: tutorials/get-started/5-customize-state.md
-          -  6. Time travel: tutorials/get-started/6-time-travel.md
-      - Run a local server: tutorials/langgraph-platform/local-server.md
-    - Agent development:
-      - Workflows & agents: tutorials/workflows.md
-      - Prebuilt components: agents/overview.md
-      - Run an agent: agents/run_agents.md
-      - Agent architectures: concepts/agentic_concepts.md
-
-  - Guides:
-    - LangGraph APIs:
-      - Graph API:
-          - Overview: concepts/low_level.md
-          - Use the Graph API: how-tos/graph-api.ipynb
-      - Functional API:
-          - Overview: concepts/functional_api.md
-          - Use the Functional API: how-tos/use-functional-api.md
-      - Runtime: concepts/pregel.md
+          -  Build a basic chatbot: tutorials/get-started/1-build-basic-chatbot.md
+          -  tutorials/get-started/2-add-tools.md
+          -  tutorials/get-started/3-add-memory.md
+          -  Add human-in-the-loop: tutorials/get-started/4-human-in-the-loop.md
+          -  tutorials/get-started/5-customize-state.md
+          -  tutorials/get-started/6-time-travel.md
+      - Local server: tutorials/langgraph-platform/local-server.md
+      - Deployment: cloud/quick_start.md
+    - General concepts:
+      - Common patterns:
+        - Agent architectures: concepts/agentic_concepts.md
+        - Workflows & agents: tutorials/workflows.md
+      - Agent development: agents/overview.md
+      - Workflow orchestration:
+        - Graph API: concepts/low_level.md
+        - Subgraphs: concepts/subgraphs.md
+        - Runtime: concepts/pregel.md
+        - Functional API: concepts/functional_api.md
     - Core capabilities:
       - Streaming:
-          - Overview: concepts/streaming.md
-          - Stream outputs: how-tos/streaming.md
-          - Use Server API: cloud/how-tos/streaming.md
-      - Persistence:
-          - Overview: concepts/persistence.md
-      - Durable execution:
-          - Overview: concepts/durable_execution.md
-      - Memory:
-          - Overview: concepts/memory.md
-          - Add memory: how-tos/memory/add-memory.md
-      - Context:
-          - Add context: agents/context.md
-      - Models:
-          - Configure model: agents/models.md
+        - Overview: concepts/streaming.md
+        - Stream outputs: how-tos/streaming.md
+      - Persistence: concepts/persistence.md
+      - Durable execution: concepts/durable_execution.md
+      - Memory: concepts/memory.md
       - Tools:
-          - Overview: concepts/tools.md
-          - Call tools: how-tos/tool-calling.md
-      - Human-in-the-loop:
-          - Overview: concepts/human_in_the_loop.md
-          - Add human intervention: how-tos/human_in_the_loop/add-human-in-the-loop.md
-          - Use Server API: cloud/how-tos/add-human-in-the-loop.md
-      - Breakpoints:
-          - Overview: concepts/breakpoints.md
-          - Set breakpoints: how-tos/human_in_the_loop/breakpoints.md
-          - Use Server API: cloud/how-tos/human_in_the_loop_breakpoint.md
+        - Overview: concepts/tools.md
+        - Call tools: how-tos/tool-calling.md
+      - Human-in-the-loop: concepts/human_in_the_loop.md
+      - Breakpoints: concepts/breakpoints.md
       - Time travel:
-          - Overview: concepts/time-travel.md
-          - Use time travel: how-tos/human_in_the_loop/time-travel.md
-          - Use Server API: cloud/how-tos/human_in_the_loop_time_travel.md
-      - Subgraphs:
-          - Overview: concepts/subgraphs.md
-          - Use subgraphs: how-tos/subgraph.ipynb
-      - Multi-agent:
-          - Overview: concepts/multi_agent.md
-          - Prebuilt implementation: agents/multi-agent.md
-          - Custom implementation: how-tos/multi_agent.ipynb
+        - Overview: concepts/time-travel.md
+        - Use time-travel: how-tos/human_in_the_loop/time-travel.md
+      - Multi-agent: concepts/multi_agent.md
       - MCP:
           - Use MCP: agents/mcp.md
-          - Server API: concepts/server-mcp.md
-      - Evaluation:
-          - Basic implementation: agents/evals.md
-    - Platform-only capabilities:
+    - Platform capabilities:
       - LangGraph Platform:
           - Overview: concepts/langgraph_platform.md
           - Components:
@@ -170,72 +141,103 @@ nav:
               - Data plane: concepts/langgraph_data_plane.md
               - Control plane: concepts/langgraph_control_plane.md
             - LangGraph CLI: concepts/langgraph_cli.md
-            - LangGraph Studio: 
-              - Overview: concepts/langgraph_studio.md
-              - Quickstart: cloud/how-tos/studio/quick_start.md
-              - cloud/how-tos/invoke_studio.md
-              - cloud/how-tos/studio/manage_assistants.md
-              - cloud/how-tos/threads_studio.md
-              - cloud/how-tos/iterate_graph_studio.md
-              - cloud/how-tos/studio/run_evals.md
-              - cloud/how-tos/clone_traces_studio.md
-              - cloud/how-tos/datasets_studio.md
+            - LangGraph Studio: concepts/langgraph_studio.md
             - LangGraph SDK: concepts/sdk.md
           - Plans & pricing: concepts/plans.md
           - Application structure: concepts/application_structure.md
           - Scalability & resilience: concepts/scalability_and_resilience.md
+      - Authentication & access control: concepts/auth.md
+      - Assistants: concepts/assistants.md
+      - Double-texting: concepts/double_texting.md
+      - Webhooks: cloud/concepts/webhooks.md
+      - Cron jobs: cloud/concepts/cron_jobs.md
+      - Deployment:
+        - Overview: concepts/deployment_options.md
+        - Deployment options:
+          - Cloud SaaS: concepts/langgraph_cloud.md
+          - Self-Hosted Data Plane: concepts/langgraph_self_hosted_data_plane.md
+          - Self-Hosted Control Plane: concepts/langgraph_self_hosted_control_plane.md
+          - Standalone Container: concepts/langgraph_standalone_container.md
+      - Use the API:
+        - Use RemoteGraph: how-tos/use-remote-graph.md
+        - Human in the loop: cloud/how-tos/add-human-in-the-loop.md
+        - Breakpoints: cloud/how-tos/human_in_the_loop_breakpoint.md
+        - Timetravel: cloud/how-tos/human_in_the_loop_time_travel.md
+        - Streaming: cloud/how-tos/streaming.md
+        - MCP: concepts/server-mcp.md
+
+  - Guides:
+    - LangGraph APIs:
+      - Use the Graph API: how-tos/graph-api.ipynb
+      - Use the Functional API: how-tos/use-functional-api.md
+    - Models:
+      - Configure model: agents/models.md
+    - Context:
+      - Add context: agents/context.md
+    - Memory:
+      - Add memory: how-tos/memory/add-memory.md
+    - Human-in-the-loop:
+      - how-tos/human_in_the_loop/add-human-in-the-loop.md
+    - Breakpoints:
+      - Set breakpoints: how-tos/human_in_the_loop/breakpoints.md
+    - Tools:
+      - Call tools: how-tos/tool-calling.md
+    - Subgraphs:
+      - Use subgraphs: how-tos/subgraph.ipynb
+    - Multi-agent:
+      - Prebuilt implementation: agents/multi-agent.md
+      - Custom implementation: how-tos/multi_agent.ipynb
+    - Evaluation:
+        - Basic implementation: agents/evals.md
+    - Deployment:
+      - Basic deployment: agents/deployment.md
+      - Set up your application:
+        - Use requirements.txt: cloud/deployment/setup.md
+        - Use pyproject.toml: cloud/deployment/setup_pyproject.md
+        - Use JavaScript: cloud/deployment/setup_javascript.md
+        - Use custom Docker: cloud/deployment/custom_docker.md
+        - Rebuild graph at rutime: cloud/deployment/graph_rebuild.md
+      - Deploy to production:
+         - Cloud SaaS: cloud/deployment/cloud.md
+         - Self-Hosted Data Plane: cloud/deployment/self_hosted_data_plane.md
+         - Self-Hosted Control Plane: cloud/deployment/self_hosted_control_plane.md
+         - Standalone Container: cloud/deployment/standalone_container.md
+    - Platform capabilities:
+      - LangGraph Studio:
+        - Quickstart: cloud/how-tos/studio/quick_start.md
+        - cloud/how-tos/invoke_studio.md
+        - cloud/how-tos/studio/manage_assistants.md
+        - cloud/how-tos/threads_studio.md
+        - cloud/how-tos/iterate_graph_studio.md
+        - cloud/how-tos/studio/run_evals.md
+        - cloud/how-tos/clone_traces_studio.md
+        - cloud/how-tos/datasets_studio.md
       - Authentication & access control:
-          - Overview: concepts/auth.md
-          - how-tos/auth/custom_auth.md
-          - how-tos/auth/openapi_security.md
+        - how-tos/auth/custom_auth.md
+        - how-tos/auth/openapi_security.md
       - Assistants:
-          - Overview: concepts/assistants.md
-          - cloud/how-tos/configuration_cloud.md
-          - Threads: cloud/how-tos/use_threads.md
-          - Runs:
-            - cloud/how-tos/background_run.md
-            - cloud/how-tos/same-thread.md
-            - cloud/how-tos/cron_jobs.md
-            - cloud/how-tos/stateless_runs.md
-            - cloud/how-tos/configurable_headers.md
-      - Double-texting: 
-          - Overview: concepts/double_texting.md
-          - cloud/how-tos/interrupt_concurrent.md
-          - cloud/how-tos/rollback_concurrent.md
-          - cloud/how-tos/reject_concurrent.md
-          - cloud/how-tos/enqueue_concurrent.md
-      - Webhooks:
-          - Overview: cloud/concepts/webhooks.md
-          - Use webhooks: cloud/how-tos/webhooks.md
-      - Cron jobs:
-          - Overview: cloud/concepts/cron_jobs.md
+        - cloud/how-tos/configuration_cloud.md
+        - Threads: cloud/how-tos/use_threads.md
+        - Runs:
+          - cloud/how-tos/background_run.md
+          - cloud/how-tos/same-thread.md
           - cloud/how-tos/cron_jobs.md
+          - cloud/how-tos/stateless_runs.md
+          - cloud/how-tos/configurable_headers.md
+      - Double-texting:
+        - cloud/how-tos/interrupt_concurrent.md
+        - cloud/how-tos/rollback_concurrent.md
+        - cloud/how-tos/reject_concurrent.md
+        - cloud/how-tos/enqueue_concurrent.md
+      - Webhooks: cloud/how-tos/webhooks.md
+      - Cron jobs: cloud/how-tos/cron_jobs.md
       - Server customization:
-          - how-tos/http/custom_lifespan.md
-          - how-tos/http/custom_middleware.md
-          - how-tos/http/custom_routes.md
+        - how-tos/http/custom_lifespan.md
+        - how-tos/http/custom_middleware.md
+        - how-tos/http/custom_routes.md
       - Data management:
         - Add semantic search: cloud/deployment/semantic_search.md
         - Add TTLs: how-tos/ttl/configure_ttl.md
-      - Deployment:
-          - Overview: concepts/deployment_options.md
-          - Quickstart: cloud/quick_start.md
-          - Set up your application:
-            - Use requirements.txt: cloud/deployment/setup.md
-            - Use pyproject.toml: cloud/deployment/setup_pyproject.md
-            - Use JavaScript: cloud/deployment/setup_javascript.md
-            - Use custom Docker: cloud/deployment/custom_docker.md
-            - Rebuild graph at runtime: cloud/deployment/graph_rebuild.md
-          - Deployment options:
-            - Cloud SaaS: concepts/langgraph_cloud.md
-            - Self-Hosted Data Plane: concepts/langgraph_self_hosted_data_plane.md
-            - Self-Hosted Control Plane: concepts/langgraph_self_hosted_control_plane.md
-            - Standalone Container: concepts/langgraph_standalone_container.md
-          - Deploy to production:
-            - Cloud SaaS: cloud/deployment/cloud.md
-            - Self-Hosted Data Plane: cloud/deployment/self_hosted_data_plane.md
-            - Self-Hosted Control Plane: cloud/deployment/self_hosted_control_plane.md
-            - Standalone Container: cloud/deployment/standalone_container.md
 
   - Reference:
     - reference/index.md
@@ -265,6 +267,7 @@ nav:
       - Environment variables: cloud/reference/env_var.md
 
   - Examples:
+    - agents/run_agents.md
     - Template applications: concepts/template_applications.md  # TODO: make tutorial
     - Agentic RAG: tutorials/rag/langgraph_agentic_rag.ipynb
     - Agent Supervisor: tutorials/multi_agent/agent_supervisor.ipynb
@@ -276,7 +279,6 @@ nav:
         - tutorials/auth/getting_started.md
         - tutorials/auth/resource_auth.md
         - tutorials/auth/add_auth_server.md
-      - Use RemoteGraph: how-tos/use-remote-graph.md
       - Deploy CrewAI, AutoGen, and other frameworks: how-tos/autogen-langgraph-platform.ipynb
         # combine with how-tos/autogen-integration.ipynb
       - Front-end and generative UI:
@@ -289,7 +291,6 @@ nav:
     - Case studies: adopters.md
     - concepts/faq.md
     - llms.txt: llms-txt-overview.md
-    - LangChain Forum: https://forum.langchain.com/
     - Troubleshooting:
         - Errors:
           - troubleshooting/errors/index.md

docs/uv.lock

@@ -2590,7 +2590,7 @@ wheels = [
 
 [[package]]
 name = "langgraph"
-version = "0.5.0"
+version = "0.5.0rc1"
 source = { editable = "../libs/langgraph" }
 dependencies = [
     { name = "langchain-core" },
@@ -2894,7 +2894,7 @@ test = [
 
 [[package]]
 name = "langgraph-prebuilt"
-version = "0.5.1"
+version = "0.5.0rc0"
 source = { editable = "../libs/prebuilt" }
 dependencies = [
     { name = "langchain-core" },
@@ -2925,7 +2925,7 @@ dev = [
 
 [[package]]
 name = "langgraph-sdk"
-version = "0.1.72"
+version = "0.1.70"
 source = { editable = "../libs/sdk-py" }
 dependencies = [
     { name = "httpx" },

libs/checkpoint-postgres/pyproject.toml

@@ -12,7 +12,7 @@ readme = "README.md"
 license = "MIT"
 license-files = ['LICENSE']
 dependencies = [
-  "langgraph-checkpoint>=2.0.21,<3.0.0",
+  "langgraph-checkpoint>=2.0.21",
   "orjson>=3.10.1",
   "psycopg>=3.2.0",
   "psycopg-pool>=3.2.0",
@@ -23,14 +23,15 @@ Repository = "https://www.github.com/langchain-ai/langgraph"
 
 [dependency-groups]
 dev = [
-  "ruff>=0.12.0",
+  "ruff",
   "codespell",
-  "pytest>=8.0.0",
+  "pytest",
   "anyio",
   "pytest-asyncio",
   "pytest-mock",
-  "mypy>=1.15.0",
-  "psycopg[binary]>=3.2.2",
+  "mypy",
+  "psycopg[binary]",
+  "langgraph-checkpoint",
   "pytest-watcher",
 ]
 

libs/checkpoint-postgres/uv.lock

@@ -325,15 +325,15 @@ requires-dist = [
 dev = [
     { name = "codespell" },
     { name = "dataclasses-json" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "numpy", specifier = ">=2" },
-    { name = "pandas", specifier = ">=2" },
+    { name = "mypy" },
+    { name = "numpy" },
+    { name = "pandas" },
     { name = "pandas-stubs", specifier = ">=2.2.2.240807" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
 [[package]]
@@ -351,6 +351,7 @@ dependencies = [
 dev = [
     { name = "anyio" },
     { name = "codespell" },
+    { name = "langgraph-checkpoint" },
     { name = "mypy" },
     { name = "psycopg", extra = ["binary"] },
     { name = "pytest" },
@@ -372,13 +373,14 @@ requires-dist = [
 dev = [
     { name = "anyio" },
     { name = "codespell" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "psycopg", extras = ["binary"], specifier = ">=3.2.2" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "mypy" },
+    { name = "psycopg", extras = ["binary"] },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
 [[package]]
@@ -959,27 +961,27 @@ wheels = [
 
 [[package]]
 name = "ruff"
-version = "0.12.1"
+version = "0.11.10"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/97/38/796a101608a90494440856ccfb52b1edae90de0b817e76bfade66b12d320/ruff-0.12.1.tar.gz", hash = "sha256:806bbc17f1104fd57451a98a58df35388ee3ab422e029e8f5cf30aa4af2c138c", size = 4413426, upload-time = "2025-06-26T20:34:14.784Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e8/4c/4a3c5a97faaae6b428b336dcca81d03ad04779f8072c267ad2bd860126bf/ruff-0.11.10.tar.gz", hash = "sha256:d522fb204b4959909ecac47da02830daec102eeb100fb50ea9554818d47a5fa6", size = 4165632, upload-time = "2025-05-15T14:08:56.76Z" }
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 ]
 
 [[package]]

libs/checkpoint-sqlite/langgraph/store/sqlite/aio.py

@@ -223,9 +223,10 @@ class AsyncSqliteStore(AsyncBatchedBaseStore, BaseSqliteStore):
         Yields:
             An SQLite cursor object.
         """
-        if not self.is_setup:
-            await self.setup()
         async with self.lock:
+            if not self.is_setup:
+                await self.setup()
+
             if transaction:
                 await self.conn.execute("BEGIN")
 

libs/checkpoint-sqlite/langgraph/store/sqlite/base.py

@@ -981,9 +981,10 @@ class SqliteStore(BaseSqliteStore, BaseStore):
         Args:
             transaction (bool): whether to use transaction for the DB operations
         """
-        if not self.is_setup:
-            self.setup()
         with self.lock:
+            if not self.is_setup:
+                self.setup()
+
             if transaction:
                 self.conn.execute("BEGIN")
 
@@ -1001,10 +1002,10 @@ class SqliteStore(BaseSqliteStore, BaseStore):
         This method creates the necessary tables in the SQLite database if they don't
         already exist and runs database migrations. It should be called before first use.
         """
+        if self.is_setup:
+            return
 
         with self.lock:
-            if self.is_setup:
-                return
             # Create migrations table if it doesn't exist
             self.conn.executescript(
                 """

libs/checkpoint-sqlite/pyproject.toml

@@ -12,7 +12,7 @@ readme = "README.md"
 license = "MIT"
 license-files = ['LICENSE']
 dependencies = [
-    "langgraph-checkpoint>=2.0.21,<3.0.0",
+    "langgraph-checkpoint>=2.0.21",
     "aiosqlite>=0.20",
     "sqlite-vec>=0.1.6",
 ]
@@ -22,13 +22,14 @@ Repository = "https://www.github.com/langchain-ai/langgraph"
 
 [dependency-groups]
 dev = [
-  "ruff>=0.12.0",
+  "ruff",
   "codespell",
-  "pytest>=8.0.0",
+  "pytest",
   "pytest-asyncio",
   "pytest-mock",
   "pytest-watcher",
-  "mypy>=1.15.0",
+  "mypy",
+  "langgraph-checkpoint",
   "pytest-retry>=1.7.0",
 ]
 

libs/checkpoint-sqlite/uv.lock

@@ -337,15 +337,15 @@ requires-dist = [
 dev = [
     { name = "codespell" },
     { name = "dataclasses-json" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "numpy", specifier = ">=2" },
-    { name = "pandas", specifier = ">=2" },
+    { name = "mypy" },
+    { name = "numpy" },
+    { name = "pandas" },
     { name = "pandas-stubs", specifier = ">=2.2.2.240807" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
 [[package]]
@@ -361,6 +361,7 @@ dependencies = [
 [package.dev-dependencies]
 dev = [
     { name = "codespell" },
+    { name = "langgraph-checkpoint" },
     { name = "mypy" },
     { name = "pytest" },
     { name = "pytest-asyncio" },
@@ -380,13 +381,14 @@ requires-dist = [
 [package.metadata.requires-dev]
 dev = [
     { name = "codespell" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "mypy" },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-retry", specifier = ">=1.7.0" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
 [[package]]
@@ -887,27 +889,27 @@ wheels = [
 
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+version = "0.11.10"
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libs/checkpoint/pyproject.toml

@@ -21,16 +21,16 @@ Repository = "https://www.github.com/langchain-ai/langgraph"
 
 [dependency-groups]
 dev = [
-  "ruff>=0.12.0",
+  "ruff",
   "codespell",
-  "pytest>=8.0.0",
+  "pytest",
   "pytest-asyncio",
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   "pytest-watcher",
-  "mypy>=1.15.0",
+  "mypy",
   "dataclasses-json",
-  "numpy>=2",
-  "pandas>=2",
+  "numpy",
+  "pandas",
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 ]
 

libs/checkpoint/uv.lock

@@ -2,7 +2,8 @@ version = 1
 revision = 2
 requires-python = ">=3.9"
 resolution-markers = [
-    "python_full_version >= '3.12'",
+    "python_full_version >= '3.12.4'",
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     "python_full_version < '3.10'",
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+version = "0.3.60"
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-    { name = "numpy", version = "2.3.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "numpy", version = "2.3.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
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-    { name = "pandas-stubs", version = "2.3.0.250702", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
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@@ -358,20 +359,20 @@ requires-dist = [
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-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "numpy", specifier = ">=2" },
-    { name = "pandas", specifier = ">=2" },
+    { name = "mypy" },
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-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "pytest" },
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     { name = "pytest-mock" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
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@@ -285,7 +285,7 @@ class AnswerWithCitations(BaseModel):
     @property
     def as_str(self) -> str:
         return f"{self.answer}\n\nCitations:\n\n" + "\n".join(
-            f"[{i + 1}]: {url}" for i, url in enumerate(self.cited_urls)
+            f"[{i+1}]: {url}" for i, url in enumerate(self.cited_urls)
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@@ -553,7 +553,7 @@ async def conduct_interviews(state: ResearchState):
 def format_conversation(interview_state):
     messages = interview_state["messages"]
     convo = "\n".join(f"{m.name}: {m.content}" for m in messages)
-    return f"Conversation with {interview_state['editor'].name}\n\n" + convo
+    return f'Conversation with {interview_state["editor"].name}\n\n' + convo
 
 
 async def refine_outline(state: ResearchState):

libs/cli/langgraph_cli/cli.py

@@ -208,7 +208,7 @@ def up(
 ):
     click.secho("Starting LangGraph API server...", fg="green")
     click.secho(
-        """For local dev, requires env var LANGSMITH_API_KEY with access to LangGraph Platform.
+        """For local dev, requires env var LANGSMITH_API_KEY with access to LangGraph Platform closed beta.
 For production use, requires a license key in env var LANGGRAPH_CLOUD_LICENSE_KEY.""",
     )
     with Runner() as runner, Progress(message="Pulling...") as set:

libs/cli/langgraph_cli/config.py

@@ -602,7 +602,8 @@ def validate_config(config: Config) -> Config:
 
     if not config["graphs"]:
         raise click.UsageError(
-            "No graphs found in config. Add at least one graph to 'graphs' dictionary."
+            "No graphs found in config. "
+            "Add at least one graph to 'graphs' dictionary."
         )
 
     # Validate image_distro config
@@ -1180,7 +1181,7 @@ def python_config_to_docker(
             )
             for reqpath, destpath in local_deps.pip_reqs
         )
-        pip_reqs_str += f"{os.linesep}RUN {pip_install} {' '.join('-r ' + r for _, r in local_deps.pip_reqs)}"
+        pip_reqs_str += f'{os.linesep}RUN {pip_install} {" ".join("-r " + r for _,r in local_deps.pip_reqs)}'
         pip_reqs_str = f"""# -- Installing local requirements --
 {pip_reqs_str}
 # -- End of local requirements install --"""

libs/cli/langgraph_cli/templates.py

@@ -123,7 +123,7 @@ def _download_repo_with_requests(repo_url: str, path: str) -> None:
                 )
     except error.HTTPError as e:
         click.secho(
-            f"❌ Error: Failed to download repository.\nDetails: {e}\n",
+            f"❌ Error: Failed to download repository.\n" f"Details: {e}\n",
             fg="red",
             bold=True,
             err=True,

libs/cli/pyproject.toml

@@ -18,8 +18,8 @@ dependencies = [
 
 [project.optional-dependencies]
 inmem = [
-    "langgraph-api>=0.2.67,<0.3.0 ; python_version >= '3.11'",
-    "langgraph-runtime-inmem>=0.3.0,<0.4.0 ; python_version >= '3.11'",
+    "langgraph-api>=0.2.67 ; python_version >= '3.11'",
+    "langgraph-runtime-inmem>=0.3.0 ; python_version >= '3.11'",
     "python-dotenv>=0.8.0",
 ]
 
@@ -31,13 +31,13 @@ langgraph = "langgraph_cli.cli:cli"
 
 [dependency-groups]
 dev = [
-    "ruff>=0.12.0",
+    "ruff",
     "codespell",
-    "pytest>=8.0.0",
+    "pytest",
     "pytest-asyncio",
     "pytest-mock",
     "pytest-watch",
-    "mypy>=1.15.0",
+    "mypy",
     "msgspec",
 ]
 

libs/cli/tests/unit_tests/cli/test_cli.py

@@ -280,9 +280,9 @@ def test_version_option() -> None:
     assert result.exit_code == 0, "Expected exit code 0 for --version option"
 
     # Check that the output contains the correct version information
-    assert "LangGraph CLI, version" in result.output, (
-        "Expected version information in output"
-    )
+    assert (
+        "LangGraph CLI, version" in result.output
+    ), "Expected version information in output"
 
 
 def test_dockerfile_command_basic() -> None:
@@ -570,6 +570,6 @@ def test_build_generate_proper_build_context():
         build_context_pattern = re.compile(r"--build-context\s+(\w+)=([^\s]+)")
 
         build_contexts = re.findall(build_context_pattern, result.output)
-        assert len(build_contexts) == 2, (
-            f"Expected 2 build contexts, but found {len(build_contexts)}"
-        )
+        assert (
+            len(build_contexts) == 2
+        ), f"Expected 2 build contexts, but found {len(build_contexts)}"

libs/cli/tests/unit_tests/cli/test_templates.py

@@ -42,18 +42,18 @@ def test_create_new_with_mocked_download(mock_urlopen: MagicMock) -> None:
 
         # Verify CLI command execution and success
         assert result.exit_code == 0, result.output
-        assert "New project created" in result.output, (
-            "Expected success message in output."
-        )
+        assert (
+            "New project created" in result.output
+        ), "Expected success message in output."
 
         # Verify that the directory is not empty
         assert os.listdir(temp_dir), "Expected files to be created in temp directory."
 
         # Check for a known file in the extracted content
         extracted_files = [f.name for f in Path(temp_dir).glob("*")]
-        assert "test-file.txt" in extracted_files, (
-            "Expected 'test-file.txt' in the extracted content."
-        )
+        assert (
+            "test-file.txt" in extracted_files
+        ), "Expected 'test-file.txt' in the extracted content."
 
 
 def test_invalid_template_id() -> None:
@@ -65,6 +65,6 @@ def test_invalid_template_id() -> None:
 
     # Verify the command failed and proper message is displayed
     assert result.exit_code != 0, "Expected non-zero exit code for invalid template."
-    assert "Template 'invalid-template-id' not found" in result.output, (
-        "Expected error message in output."
-    )
+    assert (
+        "Template 'invalid-template-id' not found" in result.output
+    ), "Expected error message in output."

libs/cli/uv.lock

@@ -530,8 +530,8 @@ dev = [
 [package.metadata]
 requires-dist = [
     { name = "click", specifier = ">=8.1.7" },
-    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.2.67,<0.3.0" },
-    { name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.3.0,<0.4.0" },
+    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.2.67" },
+    { name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.3.0" },
     { name = "langgraph-sdk", marker = "python_full_version >= '3.11'", specifier = ">=0.1.0" },
     { name = "python-dotenv", marker = "extra == 'inmem'", specifier = ">=0.8.0" },
 ]
@@ -541,12 +541,12 @@ provides-extras = ["inmem"]
 dev = [
     { name = "codespell" },
     { name = "msgspec" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "mypy" },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watch" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
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-version = "2.19.2"
-source = { registry = "https://pypi.org/simple" }
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-wheels = [
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-]
-
 [[package]]
 name = "pyjwt"
 version = "2.10.1"
@@ -1004,7 +995,7 @@ wheels = [
 
 [[package]]
 name = "pytest"
-version = "8.4.1"
+version = "7.4.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -1012,12 +1003,11 @@ dependencies = [
     { name = "iniconfig" },
     { name = "packaging" },
     { name = "pluggy" },
-    { name = "pygments" },
     { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
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 ]
 
 [[package]]

libs/langgraph/README.md

@@ -63,7 +63,7 @@ LangGraph provides low-level supporting infrastructure for *any* long-running, s
 While LangGraph can be used standalone, it also integrates seamlessly with any LangChain product, giving developers a full suite of tools for building agents. To improve your LLM application development, pair LangGraph with:
 
 - [LangSmith](http://www.langchain.com/langsmith) — Helpful for agent evals and observability. Debug poor-performing LLM app runs, evaluate agent trajectories, gain visibility in production, and improve performance over time.
-- [LangGraph Platform](https://langchain-ai.github.io/langgraph/concepts/langgraph_platform/) — Deploy and scale agents effortlessly with a purpose-built deployment platform for long running, stateful workflows. Discover, reuse, configure, and share agents across teams — and iterate quickly with visual prototyping in [LangGraph Studio](https://langchain-ai.github.io/langgraph/concepts/langgraph_studio/).
+- [LangGraph Platform](https://langchain-ai.github.io/langgraph/concepts/#langgraph-platform) — Deploy and scale agents effortlessly with a purpose-built deployment platform for long running, stateful workflows. Discover, reuse, configure, and share agents across teams — and iterate quickly with visual prototyping in [LangGraph Studio](https://langchain-ai.github.io/langgraph/concepts/langgraph_studio/).
 - [LangChain](https://python.langchain.com/docs/introduction/) – Provides integrations and composable components to streamline LLM application development.
 
 > [!NOTE]

libs/langgraph/langgraph/func/__init__.py

@@ -17,7 +17,6 @@ from typing import (
     overload,
 )
 
-# meaningless change to trigger tests
 from typing_extensions import Unpack
 
 from langgraph._typing import UNSET, DeprecatedKwargs

libs/langgraph/pyproject.toml

@@ -13,12 +13,11 @@ license = "MIT"
 license-files = ['LICENSE']
 dependencies = [
     "langchain-core>=0.1",
-    "langgraph-checkpoint>=2.1.0,<3.0.0",
-    "langgraph-sdk>=0.1.42,<0.2.0",
-    "langgraph-prebuilt>=0.5.0,<0.6.0",
+    "langgraph-checkpoint>=2.1.0",
+    "langgraph-sdk>=0.1.42",
+    "langgraph-prebuilt>=0.5.0",
     "xxhash>=3.5.0",
-    "pydantic>=2.7.4; python_version < '3.13'",
-    "pydantic>=2..0; python_version >= '3.13'",
+    "pydantic>=2.7.4",
 ]
 
 [project.urls]
@@ -26,27 +25,30 @@ Repository = "https://www.github.com/langchain-ai/langgraph"
 
 [dependency-groups]
 dev = [
-    "pytest>=8.3.2",
-    "pytest-cov>=4.0.0",
-    "pytest-dotenv>=0.5.2",
-    "pytest-mock>=3.10.0",
-    "syrupy>=4.0.2",
-    "httpx>=0.26.0",
-    'pytest-watcher>=0.4.1',
-    "mypy>=1.6.0",
-    "ruff>=0.6.2",
-    "jupyter>=1.0.0",
-    "pytest-xdist[psutil]>=3.6.1",
-    "pytest-repeat>=0.9.3",
+    "pytest",
+    "pytest-cov",
+    "pytest-dotenv",
+    "pytest-mock",
+    "syrupy",
+    "httpx",
+    "pytest-watcher",
+    "mypy",
+    "ruff",
+    "jupyter",
+    "pytest-xdist[psutil]",
+    "pytest-repeat",
+    "langgraph-prebuilt",
+    "langgraph-checkpoint",
     "langgraph-checkpoint-sqlite",
     "langgraph-checkpoint-postgres",
-    'psycopg[binary]>=3.2.2; python_version >= "3.10"',
+    "langgraph-sdk",
+    "psycopg[binary]",
     "uvloop==0.21.0beta1",
-    "pyperf>=2.7.0",
-    "py-spy>=0.3.14",
-    "types-requests>=2.32.0.20240914",
-    "pycryptodome>=3.21.0",
-    "langgraph-cli[inmem]>=0.2.8",
+    "pyperf",
+    "py-spy",
+    "types-requests",
+    "pycryptodome",
+    "langgraph-cli[inmem]",
 ]
 
 [tool.uv]

libs/langgraph/uv.lock

@@ -1183,7 +1183,7 @@ wheels = [
 
 [[package]]
 name = "langchain-core"
-version = "0.3.67"
+version = "0.3.63"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jsonpatch" },
@@ -1194,9 +1194,9 @@ dependencies = [
     { name = "tenacity" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/c2/40/875af0194024d0006874f061958fa417d3500bbfdc9a57e1bd1c2f4e6ed2/langchain_core-0.3.67.tar.gz", hash = "sha256:2c14aa44a0e78e014e96d7f2f8916ac109d0a0ba87ed67ee25bf7296bed7e7ba", size = 561952, upload-time = "2025-06-30T17:09:35.142Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b9/0a/b71a9a5d42e743d6876cce23d803e284b191ed4d6544e2f7fe1b37f7854c/langchain_core-0.3.63.tar.gz", hash = "sha256:e2e30cfbb7684a5a0319f6cbf065fc3c438bfd1060302f085a122527890fb01e", size = 558302, upload-time = "2025-05-29T18:57:19.933Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9f/2b/a0d283089c6d08c12d47dca39a55029ff714e939ec04f4560420426ab613/langchain_core-0.3.67-py3-none-any.whl", hash = "sha256:b699f1f24b24fa2747c05e2daa280aa64478a51e01a4e82c7f8e20b6167dfa99", size = 440237, upload-time = "2025-06-30T17:09:33.323Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/71/a748861e6a69ab6ef50ab8e65120422a1f36245c71a0dd0f02de49c208e1/langchain_core-0.3.63-py3-none-any.whl", hash = "sha256:f91db8221b1bc6808f70b2e72fded1a94d50ee3f1dff1636fb5a5a514c64b7f5", size = 438468, upload-time = "2025-05-29T18:57:17.424Z" },
 ]
 
 [[package]]
@@ -1216,11 +1216,14 @@ dependencies = [
 dev = [
     { name = "httpx" },
     { name = "jupyter" },
+    { name = "langgraph-checkpoint" },
     { name = "langgraph-checkpoint-postgres" },
     { name = "langgraph-checkpoint-sqlite" },
     { name = "langgraph-cli", extra = ["inmem"] },
+    { name = "langgraph-prebuilt" },
+    { name = "langgraph-sdk" },
     { name = "mypy" },
-    { name = "psycopg", extra = ["binary"], marker = "python_full_version >= '3.10'" },
+    { name = "psycopg", extra = ["binary"] },
     { name = "py-spy" },
     { name = "pycryptodome" },
     { name = "pyperf" },
@@ -1249,26 +1252,29 @@ requires-dist = [
 
 [package.metadata.requires-dev]
 dev = [
-    { name = "httpx", specifier = ">=0.26.0" },
-    { name = "jupyter", specifier = ">=1.0.0" },
+    { name = "httpx" },
+    { name = "jupyter" },
+    { name = "langgraph-checkpoint", editable = "../checkpoint" },
     { name = "langgraph-checkpoint-postgres", editable = "../checkpoint-postgres" },
     { name = "langgraph-checkpoint-sqlite", editable = "../checkpoint-sqlite" },
-    { name = "langgraph-cli", extras = ["inmem"], specifier = ">=0.2.8" },
-    { name = "mypy", specifier = ">=1.6.0" },
-    { name = "psycopg", extras = ["binary"], marker = "python_full_version >= '3.10'", specifier = ">=3.2.2" },
-    { name = "py-spy", specifier = ">=0.3.14" },
-    { name = "pycryptodome", specifier = ">=3.21.0" },
-    { name = "pyperf", specifier = ">=2.7.0" },
-    { name = "pytest", specifier = ">=8.3.2" },
-    { name = "pytest-cov", specifier = ">=4.0.0" },
-    { name = "pytest-dotenv", specifier = ">=0.5.2" },
-    { name = "pytest-mock", specifier = ">=3.10.0" },
-    { name = "pytest-repeat", specifier = ">=0.9.3" },
-    { name = "pytest-watcher", specifier = ">=0.4.1" },
-    { name = "pytest-xdist", extras = ["psutil"], specifier = ">=3.6.1" },
-    { name = "ruff", specifier = ">=0.6.2" },
-    { name = "syrupy", specifier = ">=4.0.2" },
-    { name = "types-requests", specifier = ">=2.32.0.20240914" },
+    { name = "langgraph-cli", extras = ["inmem"] },
+    { name = "langgraph-prebuilt", editable = "../prebuilt" },
+    { name = "langgraph-sdk", editable = "../sdk-py" },
+    { name = "mypy" },
+    { name = "psycopg", extras = ["binary"] },
+    { name = "py-spy" },
+    { name = "pycryptodome" },
+    { name = "pyperf" },
+    { name = "pytest" },
+    { name = "pytest-cov" },
+    { name = "pytest-dotenv" },
+    { name = "pytest-mock" },
+    { name = "pytest-repeat" },
+    { name = "pytest-watcher" },
+    { name = "pytest-xdist", extras = ["psutil"] },
+    { name = "ruff" },
+    { name = "syrupy" },
+    { name = "types-requests" },
     { name = "uvloop", specifier = "==0.21.0b1" },
 ]
 
@@ -1321,15 +1327,15 @@ requires-dist = [
 dev = [
     { name = "codespell" },
     { name = "dataclasses-json" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "numpy", specifier = ">=2" },
-    { name = "pandas", specifier = ">=2" },
+    { name = "mypy" },
+    { name = "numpy" },
+    { name = "pandas" },
     { name = "pandas-stubs", specifier = ">=2.2.2.240807" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
 [[package]]
@@ -1355,13 +1361,14 @@ requires-dist = [
 dev = [
     { name = "anyio" },
     { name = "codespell" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "psycopg", extras = ["binary"], specifier = ">=3.2.2" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "mypy" },
+    { name = "psycopg", extras = ["binary"] },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
 [[package]]
@@ -1384,13 +1391,14 @@ requires-dist = [
 [package.metadata.requires-dev]
 dev = [
     { name = "codespell" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "mypy" },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-retry", specifier = ">=1.7.0" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
 [[package]]
@@ -1415,7 +1423,7 @@ inmem = [
 
 [[package]]
 name = "langgraph-prebuilt"
-version = "0.5.2"
+version = "0.5.1"
 source = { editable = "../prebuilt" }
 dependencies = [
     { name = "langchain-core" },
@@ -1424,7 +1432,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "langchain-core", specifier = ">=0.3.67" },
+    { name = "langchain-core", specifier = ">=0.3.22" },
     { name = "langgraph-checkpoint", editable = "../checkpoint" },
 ]
 
@@ -1432,14 +1440,15 @@ requires-dist = [
 dev = [
     { name = "codespell" },
     { name = "langgraph", editable = "." },
+    { name = "langgraph-checkpoint", editable = "../checkpoint" },
     { name = "langgraph-checkpoint-postgres", editable = "../checkpoint-postgres" },
     { name = "langgraph-checkpoint-sqlite", editable = "../checkpoint-sqlite" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "mypy" },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
     { name = "syrupy" },
 ]
 
@@ -1478,17 +1487,17 @@ requires-dist = [
 [package.metadata.requires-dev]
 dev = [
     { name = "codespell" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "mypy" },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watch" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
 [[package]]
 name = "langsmith"
-version = "0.4.4"
+version = "0.3.43"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
@@ -1499,9 +1508,9 @@ dependencies = [
     { name = "requests-toolbelt" },
     { name = "zstandard" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/20/c8/8d2e0fc438d2d3d8d4300f7684ea30a754344ed00d7ba9cc2705241d2a5f/langsmith-0.4.4.tar.gz", hash = "sha256:70c53bbff24a7872e88e6fa0af98270f4986a6e364f9e85db1cc5636defa4d66", size = 352105, upload-time = "2025-06-27T19:20:36.207Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/02/21/df84fe8b5c16971999650cbfc95a49f176d044a606e2b4eb957bbc122e1c/langsmith-0.3.43.tar.gz", hash = "sha256:7dab99b635859e24a1a252ad4f7e23170a45f4ea742567a10b4b26c50478ed43", size = 346328, upload-time = "2025-05-29T00:21:11.637Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1d/33/a3337eb70d795495a299a1640d7a75f17fb917155a64309b96106e7b9452/langsmith-0.4.4-py3-none-any.whl", hash = "sha256:014c68329bd085bd6c770a6405c61bb6881f82eb554ce8c4d1984b0035fd1716", size = 367687, upload-time = "2025-06-27T19:20:33.839Z" },
+    { url = "https://files.pythonhosted.org/packages/e2/72/f5304de3e7e80e6dc266c161230aecb7895958f78b5af1541317d7615fc6/langsmith-0.3.43-py3-none-any.whl", hash = "sha256:2d4558068abf2eeb60ff80871187724e07f5e657d7d6be9e0c603df36c41140a", size = 361148, upload-time = "2025-05-29T00:21:08.759Z" },
 ]
 
 [[package]]
@@ -1996,7 +2005,7 @@ wheels = [
 
 [package.optional-dependencies]
 binary = [
-    { name = "psycopg-binary", marker = "python_full_version >= '3.10' and implementation_name != 'pypy'" },
+    { name = "psycopg-binary", marker = "implementation_name != 'pypy'" },
 ]
 
 [[package]]

libs/prebuilt/langgraph/prebuilt/tool_node.py

@@ -30,10 +30,7 @@ from langchain_core.runnables.config import (
 )
 from langchain_core.tools import BaseTool, InjectedToolArg
 from langchain_core.tools import tool as create_tool
-from langchain_core.tools.base import (
-    TOOL_MESSAGE_BLOCK_TYPES,
-    get_all_basemodel_annotations,
-)
+from langchain_core.tools.base import get_all_basemodel_annotations
 from pydantic import BaseModel
 from typing_extensions import Annotated, get_args, get_origin
 
@@ -49,11 +46,12 @@ TOOL_CALL_ERROR_TEMPLATE = "Error: {error}\n Please fix your mistakes."
 
 
 def msg_content_output(output: Any) -> Union[str, list[dict]]:
+    recognized_content_block_types = ("image", "image_url", "text", "json")
     if isinstance(output, str):
         return output
     elif isinstance(output, list) and all(
         [
-            isinstance(x, dict) and x.get("type") in TOOL_MESSAGE_BLOCK_TYPES
+            isinstance(x, dict) and x.get("type") in recognized_content_block_types
             for x in output
         ]
     ):

libs/prebuilt/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph-prebuilt"
-version = "0.5.2"
+version = "0.5.1"
 description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
 authors = []
 requires-python = ">=3.9"
@@ -12,8 +12,8 @@ readme = "README.md"
 license = "MIT"
 license-files = ['LICENSE']
 dependencies = [
-    "langgraph-checkpoint>=2.1.0,<3.0.0",
-    "langchain-core>=0.3.67",
+    "langgraph-checkpoint>=2.1.0",
+    "langchain-core>=0.3.22",
 ]
 
 [project.urls]
@@ -21,14 +21,15 @@ Repository = "https://www.github.com/langchain-ai/langgraph"
 
 [dependency-groups]
 dev = [
-    "ruff>=0.12.0",
+    "ruff",
     "codespell",
-    "pytest>=8.0.0",
+    "pytest",
     "pytest-asyncio",
     "pytest-mock",
     "pytest-watcher",
-    "mypy>=1.15.0",
+    "mypy",
     "langgraph",
+    "langgraph-checkpoint",
     "langgraph-checkpoint-sqlite",
     "langgraph-checkpoint-postgres",
     "syrupy",

libs/prebuilt/uv.lock

@@ -302,7 +302,7 @@ wheels = [
 
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 name = "langchain-core"
-version = "0.3.67"
+version = "0.3.60"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jsonpatch" },
@@ -313,9 +313,9 @@ dependencies = [
     { name = "tenacity" },
     { name = "typing-extensions" },
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+sdist = { url = "https://files.pythonhosted.org/packages/5b/75/95129aaada92980a002a31e002610a80af3c8967ae7884710372e89cdde0/langchain_core-0.3.60.tar.gz", hash = "sha256:63dd1bdf7939816115399522661ca85a2f3686a61440f2f46ebd86d1b028595b", size = 557456, upload-time = "2025-05-15T15:23:23.642Z" }
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+    { url = "https://files.pythonhosted.org/packages/2d/bc/344f5b11fdfe0e27f7064d2e829921a791461dc32e5ed285fe6325518c26/langchain_core-0.3.60-py3-none-any.whl", hash = "sha256:2ccdf06b12e699b1b0962bc02837056c075b4981c3d13f82a4d4c30bb22ea3dc", size = 437890, upload-time = "2025-05-15T15:23:22.278Z" },
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 [[package]]
@@ -343,26 +343,29 @@ requires-dist = [
 
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 dev = [
-    { name = "httpx", specifier = ">=0.26.0" },
-    { name = "jupyter", specifier = ">=1.0.0" },
+    { name = "httpx" },
+    { name = "jupyter" },
+    { name = "langgraph-checkpoint", editable = "../checkpoint" },
     { name = "langgraph-checkpoint-postgres", editable = "../checkpoint-postgres" },
     { name = "langgraph-checkpoint-sqlite", editable = "../checkpoint-sqlite" },
-    { name = "langgraph-cli", extras = ["inmem"], specifier = ">=0.2.8" },
-    { name = "mypy", specifier = ">=1.6.0" },
-    { name = "psycopg", extras = ["binary"], marker = "python_full_version >= '3.10'", specifier = ">=3.2.2" },
-    { name = "py-spy", specifier = ">=0.3.14" },
-    { name = "pycryptodome", specifier = ">=3.21.0" },
-    { name = "pyperf", specifier = ">=2.7.0" },
-    { name = "pytest", specifier = ">=8.3.2" },
-    { name = "pytest-cov", specifier = ">=4.0.0" },
-    { name = "pytest-dotenv", specifier = ">=0.5.2" },
-    { name = "pytest-mock", specifier = ">=3.10.0" },
-    { name = "pytest-repeat", specifier = ">=0.9.3" },
-    { name = "pytest-watcher", specifier = ">=0.4.1" },
-    { name = "pytest-xdist", extras = ["psutil"], specifier = ">=3.6.1" },
-    { name = "ruff", specifier = ">=0.6.2" },
-    { name = "syrupy", specifier = ">=4.0.2" },
-    { name = "types-requests", specifier = ">=2.32.0.20240914" },
+    { name = "langgraph-cli", extras = ["inmem"] },
+    { name = "langgraph-prebuilt", editable = "." },
+    { name = "langgraph-sdk", editable = "../sdk-py" },
+    { name = "mypy" },
+    { name = "psycopg", extras = ["binary"] },
+    { name = "py-spy" },
+    { name = "pycryptodome" },
+    { name = "pyperf" },
+    { name = "pytest" },
+    { name = "pytest-cov" },
+    { name = "pytest-dotenv" },
+    { name = "pytest-mock" },
+    { name = "pytest-repeat" },
+    { name = "pytest-watcher" },
+    { name = "pytest-xdist", extras = ["psutil"] },
+    { name = "ruff" },
+    { name = "syrupy" },
+    { name = "types-requests" },
     { name = "uvloop", specifier = "==0.21.0b1" },
 ]
 
@@ -385,15 +388,15 @@ requires-dist = [
 dev = [
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     { name = "dataclasses-json" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "numpy", specifier = ">=2" },
-    { name = "pandas", specifier = ">=2" },
+    { name = "mypy" },
+    { name = "numpy" },
+    { name = "pandas" },
     { name = "pandas-stubs", specifier = ">=2.2.2.240807" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
 [[package]]
@@ -419,13 +422,14 @@ requires-dist = [
 dev = [
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     { name = "codespell" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "psycopg", extras = ["binary"], specifier = ">=3.2.2" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "mypy" },
+    { name = "psycopg", extras = ["binary"] },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
 [[package]]
@@ -448,18 +452,19 @@ requires-dist = [
 [package.metadata.requires-dev]
 dev = [
     { name = "codespell" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "mypy" },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-retry", specifier = ">=1.7.0" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
 [[package]]
 name = "langgraph-prebuilt"
-version = "0.5.2"
+version = "0.5.1"
 source = { editable = "." }
 dependencies = [
     { name = "langchain-core" },
@@ -470,6 +475,7 @@ dependencies = [
 dev = [
     { name = "codespell" },
     { name = "langgraph" },
+    { name = "langgraph-checkpoint" },
     { name = "langgraph-checkpoint-postgres" },
     { name = "langgraph-checkpoint-sqlite" },
     { name = "mypy" },
@@ -483,7 +489,7 @@ dev = [
 
 [package.metadata]
 requires-dist = [
-    { name = "langchain-core", specifier = ">=0.3.67" },
+    { name = "langchain-core", specifier = ">=0.3.22" },
     { name = "langgraph-checkpoint", editable = "../checkpoint" },
 ]
 
@@ -491,14 +497,15 @@ requires-dist = [
 dev = [
     { name = "codespell" },
     { name = "langgraph", editable = "../langgraph" },
+    { name = "langgraph-checkpoint", editable = "../checkpoint" },
     { name = "langgraph-checkpoint-postgres", editable = "../checkpoint-postgres" },
     { name = "langgraph-checkpoint-sqlite", editable = "../checkpoint-sqlite" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "mypy" },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watcher" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
     { name = "syrupy" },
 ]
 
@@ -520,17 +527,17 @@ requires-dist = [
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     { name = "codespell" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "mypy" },
+    { name = "pytest" },
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     { name = "pytest-mock" },
     { name = "pytest-watch" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
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+version = "0.3.42"
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 ]
 
 [[package]]

libs/sdk-js/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@langchain/langgraph-sdk",
-  "version": "0.0.88",
+  "version": "0.0.86",
   "description": "Client library for interacting with the LangGraph API",
   "type": "module",
   "packageManager": "yarn@1.22.19",
@@ -22,9 +22,7 @@
     "uuid": "^9.0.0"
   },
   "devDependencies": {
-    "@langchain/langgraph-api": "~0.0.41",
-    "@langchain/core": "^0.3.61",
-    "@langchain/langgraph": "^0.3.5",
+    "@langchain/core": "^0.3.31",
     "@langchain/scripts": "^0.1.4",
     "@testing-library/dom": "^10.4.0",
     "@testing-library/jest-dom": "^6.6.3",
@@ -37,7 +35,6 @@
     "@types/uuid": "^9.0.1",
     "@vitejs/plugin-react": "^4.4.1",
     "concat-md": "^0.5.1",
-    "hono": "^4.8.2",
     "jsdom": "^26.1.0",
     "msw": "^2.8.2",
     "prettier": "^3.2.5",

libs/sdk-js/src/client.ts

@@ -1014,8 +1014,8 @@ export class RunsClient<
     const stream: ReadableStream<{ event: any; data: any }> = (
       response.body || new ReadableStream({ start: (ctrl) => ctrl.close() })
     )
-      .pipeThrough(BytesLineDecoder())
-      .pipeThrough(SSEDecoder());
+      .pipeThrough(new BytesLineDecoder())
+      .pipeThrough(new SSEDecoder());
 
     yield* IterableReadableStream.fromReadableStream(stream);
   }
@@ -1318,8 +1318,8 @@ export class RunsClient<
     const stream: ReadableStream<{ event: string; data: any }> = (
       response.body || new ReadableStream({ start: (ctrl) => ctrl.close() })
     )
-      .pipeThrough(BytesLineDecoder())
-      .pipeThrough(SSEDecoder());
+      .pipeThrough(new BytesLineDecoder())
+      .pipeThrough(new SSEDecoder());
 
     yield* IterableReadableStream.fromReadableStream(stream);
   }
@@ -1658,30 +1658,7 @@ export class Client<
    */
   public "~ui": UiClient;
 
-  /**
-   * @internal Used to obtain a stable key representing the client.
-   */
-  private "~configHash": string | undefined;
-
   constructor(config?: ClientConfig) {
-    this["~configHash"] = (() =>
-      JSON.stringify({
-        apiUrl: config?.apiUrl,
-        apiKey: config?.apiKey,
-        timeoutMs: config?.timeoutMs,
-        defaultHeaders: config?.defaultHeaders,
-
-        maxConcurrency: config?.callerOptions?.maxConcurrency,
-        maxRetries: config?.callerOptions?.maxRetries,
-
-        callbacks: {
-          onFailedResponseHook:
-            config?.callerOptions?.onFailedResponseHook != null,
-          onRequest: config?.onRequest != null,
-          fetch: config?.callerOptions?.fetch != null,
-        },
-      }))();
-
     this.assistants = new AssistantsClient(config);
     this.threads = new ThreadsClient(config);
     this.runs = new RunsClient(config);
@@ -1690,10 +1667,3 @@ export class Client<
     this["~ui"] = new UiClient(config);
   }
 }
-
-/**
- * @internal Used to obtain a stable key representing the client.
- */
-export function getClientConfigHash(client: Client): string | undefined {
-  return client["~configHash"];
-}

libs/sdk-js/src/react/stream.tsx

@@ -1,7 +1,7 @@
 /* __LC_ALLOW_ENTRYPOINT_SIDE_EFFECTS__ */
 "use client";
 
-import { Client, getClientConfigHash, type ClientConfig } from "../client.js";
+import { Client, type ClientConfig } from "../client.js";
 import type {
   Command,
   DisconnectMode,
@@ -31,7 +31,7 @@ import type {
 } from "../types.stream.js";
 
 import {
-  type RefObject,
+  type MutableRefObject,
   useCallback,
   useEffect,
   useMemo,
@@ -316,21 +316,16 @@ function fetchHistory<StateType extends Record<string, unknown>>(
 function useThreadHistory<StateType extends Record<string, unknown>>(
   threadId: string | undefined | null,
   client: Client,
-  clearCallbackRef: RefObject<(() => void) | undefined>,
-  submittingRef: RefObject<boolean>,
+  clearCallbackRef: MutableRefObject<(() => void) | undefined>,
+  submittingRef: MutableRefObject<boolean>,
 ) {
   const [history, setHistory] = useState<ThreadState<StateType>[]>([]);
 
-  const clientHash = getClientConfigHash(client);
-  const clientRef = useRef(client);
-  clientRef.current = client;
-
   const fetcher = useCallback(
     (
       threadId: string | undefined | null,
     ): Promise<ThreadState<StateType>[]> => {
       if (threadId != null) {
-        const client = clientRef.current;
         return fetchHistory<StateType>(client, threadId).then((history) => {
           setHistory(history);
           return history;
@@ -347,7 +342,7 @@ function useThreadHistory<StateType extends Record<string, unknown>>(
   useEffect(() => {
     if (submittingRef.current) return;
     fetcher(threadId);
-  }, [fetcher, clientHash, submittingRef, threadId]);
+  }, [fetcher, submittingRef, threadId]);
 
   return {
     data: history,
@@ -511,31 +506,6 @@ export interface UseStreamOptions<
    */
   onDebugEvent?: (data: DebugStreamEvent["data"]) => void;
 
-  /**
-   * Callback that is called when the stream is stopped by the user.
-   * Provides a mutate function to update the stream state immediately
-   * without requiring a server roundtrip.
-   *
-   * @example
-   * ```typescript
-   * onStop: ({ mutate }) => {
-   *   mutate((prev) => ({
-   *     ...prev,
-   *     ui: prev.ui?.map(component =>
-   *       component.props.isLoading
-   *         ? { ...component, props: { ...component.props, stopped: true, isLoading: false }}
-   *         : component
-   *     )
-   *   }));
-   * }
-   * ```
-   */
-  onStop?: (options: {
-    mutate: (
-      update: Partial<StateType> | ((prev: StateType) => Partial<StateType>),
-    ) => void;
-  }) => void;
-
   /**
    * The ID of the thread to fetch history and current values from.
    */
@@ -548,17 +518,6 @@ export interface UseStreamOptions<
 
   /** Will reconnect the stream on mount */
   reconnectOnMount?: boolean | (() => RunMetadataStorage);
-
-  /**
-   * Initial values to display immediately when loading a thread.
-   * Useful for displaying cached thread data while official history loads.
-   * These values will be replaced when official thread data is fetched.
-   *
-   * Note: UI components from initialValues will render immediately if they're
-   * predefined in LoadExternalComponent's components prop, providing instant
-   * cached UI display without server fetches.
-   */
-  initialValues?: StateType | null;
 }
 
 interface RunMetadataStorage {
@@ -657,11 +616,7 @@ export interface UseStream<
   /**
    * Join an active stream.
    */
-  joinStream: (
-    runId: string,
-    lastEventId?: string,
-    options?: { streamMode?: StreamMode | StreamMode[] },
-  ) => Promise<void>;
+  joinStream: (runId: string) => Promise<void>;
 }
 
 type ConfigWithConfigurable<ConfigurableType extends Record<string, unknown>> =
@@ -692,61 +647,6 @@ interface SubmitOptions<
    */
   streamSubgraphs?: boolean;
   streamResumable?: boolean;
-  /**
-   * The ID to use when creating a new thread. When provided, this ID will be used
-   * for thread creation when threadId is `null` or `undefined`.
-   * This enables optimistic UI updates where you know the thread ID
-   * before the thread is actually created.
-   */
-  threadId?: string;
-}
-
-function useStreamValuesState<StateType extends Record<string, unknown>>() {
-  type Kind = "stream" | "stop";
-  type Values = StateType | null;
-  type Update = Values | ((prev: Values, kind?: Kind) => Values);
-  type Mutate = Partial<StateType> | ((prev: StateType) => Partial<StateType>);
-
-  const [values, setValues] = useState<[values: StateType, kind: Kind] | null>(
-    null,
-  );
-
-  const setStreamValues = useCallback(
-    (values: Update, kind: Kind = "stream") => {
-      if (typeof values === "function") {
-        setValues((prevTuple) => {
-          const [prevValues, prevKind] = prevTuple ?? [null, "stream"];
-          const next = values(prevValues, prevKind);
-
-          if (next == null) return null;
-          return [next, kind] as [StateType, Kind];
-        });
-
-        return;
-      }
-
-      if (values == null) setValues(null);
-      setValues([values, kind] as [StateType, Kind]);
-    },
-    [],
-  );
-
-  const mutate = useCallback(
-    (kind: Kind, serverValues: StateType) => (update: Mutate) => {
-      setStreamValues((clientValues) => {
-        const prev = { ...serverValues, ...clientValues };
-        const next = typeof update === "function" ? update(prev) : update;
-        return { ...prev, ...next };
-      }, kind);
-    },
-    [setStreamValues],
-  );
-
-  return [values?.[0] ?? null, setStreamValues, mutate] as [
-    Values,
-    (update: Update, kind?: Kind) => void,
-    (kind: Kind, serverValues: StateType) => (update: Mutate) => void,
-  ];
 }
 
 export function useStream<
@@ -812,8 +712,7 @@ export function useStream<
   const [isLoading, setIsLoading] = useState(false);
 
   const [streamError, setStreamError] = useState<unknown>(undefined);
-  const [streamValues, setStreamValues, getMutateFn] =
-    useStreamValuesState<StateType>();
+  const [streamValues, setStreamValues] = useState<StateType | null>(null);
 
   const messageManagerRef = useRef(new MessageTupleManager());
   const submittingRef = useRef(false);
@@ -884,9 +783,7 @@ export function useStream<
   );
 
   const threadHead: ThreadState<StateType> | undefined = flatHistory.at(-1);
-  const historyValues =
-    threadHead?.values ?? options.initialValues ?? ({} as StateType);
-
+  const historyValues = threadHead?.values ?? ({} as StateType);
   const historyError = (() => {
     const error = threadHead?.tasks?.at(-1)?.error;
     if (error == null) return undefined;
@@ -951,8 +848,6 @@ export function useStream<
       if (runId) client.runs.cancel(threadId, runId);
       runMetadataStorage.removeItem(`lg:stream:${threadId}`);
     }
-
-    options?.onStop?.({ mutate: getMutateFn("stop", historyValues) });
   };
 
   async function consumeStream(
@@ -985,7 +880,15 @@ export function useStream<
         if (event === "updates") options.onUpdateEvent?.(data);
         if (event === "custom")
           options.onCustomEvent?.(data, {
-            mutate: getMutateFn("stream", historyValues),
+            mutate: (update) =>
+              setStreamValues((prev) => {
+                // should not happen
+                if (prev == null) return prev;
+                return {
+                  ...prev,
+                  ...(typeof update === "function" ? update(prev) : update),
+                };
+              }),
           });
         if (event === "metadata") options.onMetadataEvent?.(data);
         if (event === "events") options.onLangChainEvent?.(data);
@@ -1027,11 +930,8 @@ export function useStream<
 
       // TODO: stream created checkpoints to avoid an unnecessary network request
       const result = await run.onSuccess();
-      setStreamValues((values, kind) => {
-        // Do not clear out the user values set on `stop`.
-        if (kind === "stop") return values;
-        return null;
-      });
+
+      setStreamValues(null);
       if (streamError != null) throw streamError;
 
       const lastHead = result.at(0);
@@ -1057,18 +957,13 @@ export function useStream<
     }
   }
 
-  const joinStream = async (
-    runId: string,
-    lastEventId?: string,
-    options?: { streamMode?: StreamMode | StreamMode[] },
-  ) => {
+  const joinStream = async (runId: string, lastEventId?: string) => {
     lastEventId ??= "-1";
     if (!threadId) return;
     await consumeStream(async (signal: AbortSignal) => {
       const stream = client.runs.joinStream(threadId, runId, {
         signal,
         lastEventId,
-        streamMode: options?.streamMode,
       }) as AsyncGenerator<EventStreamEvent>;
 
       return {
@@ -1094,24 +989,26 @@ export function useStream<
 
       if (newPath != null) setBranch(newPath ?? "");
 
+      // Assumption: we're setting the initial value
+      // Used for instant feedback
       setStreamValues(() => {
+        const values = { ...historyValues };
+
         if (submitOptions?.optimisticValues != null) {
           return {
-            ...historyValues,
+            ...values,
             ...(typeof submitOptions.optimisticValues === "function"
-              ? submitOptions.optimisticValues(historyValues)
+              ? submitOptions.optimisticValues(values)
               : submitOptions.optimisticValues),
           };
         }
 
-        return { ...historyValues };
+        return values;
       });
 
       let usableThreadId = threadId;
       if (!usableThreadId) {
-        const thread = await client.threads.create({
-          threadId: submitOptions?.threadId,
-        });
+        const thread = await client.threads.create();
         onThreadId(thread.thread_id);
         usableThreadId = thread.thread_id;
       }

libs/sdk-js/src/tests/sse.test.ts

@@ -20,7 +20,7 @@ describe("BytesLineDecoder", () => {
 
   test("handles single line with newline", async () => {
     const input = createStream([textEncoder.encode("hello\n")]);
-    const decoded = input.pipeThrough(BytesLineDecoder());
+    const decoded = input.pipeThrough(new BytesLineDecoder());
     const results = await gather(decoded);
 
     expect(results.length).toBe(1);
@@ -29,7 +29,7 @@ describe("BytesLineDecoder", () => {
 
   test("handles multiple lines", async () => {
     const input = createStream([textEncoder.encode("line1\nline2\nline3\n")]);
-    const decoded = input.pipeThrough(BytesLineDecoder());
+    const decoded = input.pipeThrough(new BytesLineDecoder());
     const results = await gather(decoded);
 
     expect(results.length).toBe(3);
@@ -44,7 +44,7 @@ describe("BytesLineDecoder", () => {
       textEncoder.encode("ne1\nli"),
       textEncoder.encode("ne2\n"),
     ]);
-    const decoded = input.pipeThrough(BytesLineDecoder());
+    const decoded = input.pipeThrough(new BytesLineDecoder());
     const results = await gather(decoded);
 
     expect(results.length).toBe(2);
@@ -54,7 +54,7 @@ describe("BytesLineDecoder", () => {
 
   test("handles CR LF line endings", async () => {
     const input = createStream([textEncoder.encode("line1\r\nline2\r\n")]);
-    const decoded = input.pipeThrough(BytesLineDecoder());
+    const decoded = input.pipeThrough(new BytesLineDecoder());
     const results = await gather(decoded);
 
     expect(results.length).toBe(2);
@@ -67,7 +67,7 @@ describe("BytesLineDecoder", () => {
       textEncoder.encode("line1\r"),
       textEncoder.encode("\nline2\r\n"),
     ]);
-    const decoded = input.pipeThrough(BytesLineDecoder());
+    const decoded = input.pipeThrough(new BytesLineDecoder());
     const results = await gather(decoded);
 
     expect(results.length).toBe(2);
@@ -77,7 +77,7 @@ describe("BytesLineDecoder", () => {
 
   test("handles stale line", async () => {
     const input = createStream([textEncoder.encode("hello")]);
-    const decoded = input.pipeThrough(BytesLineDecoder());
+    const decoded = input.pipeThrough(new BytesLineDecoder());
     const results = await gather(decoded);
 
     expect(results.length).toBe(1);
@@ -99,8 +99,8 @@ describe("SSEDecoder", () => {
       "\n",
     ]);
     const decoded = input
-      .pipeThrough(BytesLineDecoder())
-      .pipeThrough(SSEDecoder());
+      .pipeThrough(new BytesLineDecoder())
+      .pipeThrough(new SSEDecoder());
 
     const results = await gather(decoded);
     expect(results.length).toBe(1);
@@ -117,8 +117,8 @@ describe("SSEDecoder", () => {
       'data: {"message": "hello"}\n',
     ]);
     const decoded = input
-      .pipeThrough(BytesLineDecoder())
-      .pipeThrough(SSEDecoder());
+      .pipeThrough(new BytesLineDecoder())
+      .pipeThrough(new SSEDecoder());
 
     const results = await gather(decoded);
     expect(results.length).toBe(1);
@@ -138,8 +138,8 @@ describe("SSEDecoder", () => {
       "\n",
     ]);
     const decoded = input
-      .pipeThrough(BytesLineDecoder())
-      .pipeThrough(SSEDecoder());
+      .pipeThrough(new BytesLineDecoder())
+      .pipeThrough(new SSEDecoder());
 
     const results = await gather(decoded);
     expect(results.length).toBe(2);
@@ -156,8 +156,8 @@ describe("SSEDecoder", () => {
   test("end event without data", async () => {
     const input = createStream(["event: test\n"]);
     const decoded = input
-      .pipeThrough(BytesLineDecoder())
-      .pipeThrough(SSEDecoder());
+      .pipeThrough(new BytesLineDecoder())
+      .pipeThrough(new SSEDecoder());
 
     const results = await gather(decoded);
     expect(results.length).toBe(1);
@@ -170,8 +170,8 @@ describe("SSEDecoder", () => {
   test("end event without newline", async () => {
     const input = createStream(["event: end"]);
     const decoded = input
-      .pipeThrough(BytesLineDecoder())
-      .pipeThrough(SSEDecoder());
+      .pipeThrough(new BytesLineDecoder())
+      .pipeThrough(new SSEDecoder());
 
     const results = await gather(decoded);
     expect(results.length).toBe(1);

libs/sdk-js/src/tests/stream.test.tsx

@@ -1,58 +1,14 @@
-import "@testing-library/jest-dom/vitest";
-
 import { describe, it, expect, beforeEach, afterEach, vi } from "vitest";
 import { render, screen, waitFor } from "@testing-library/react";
 import { userEvent } from "@testing-library/user-event";
 import { setupServer } from "msw/node";
-import { http } from "msw";
+import { http, HttpResponse } from "msw";
 import { useStream } from "../react/stream.js";
-import type { Message } from "../types.messages.js";
-
-import { StateGraph, MessagesAnnotation, START } from "@langchain/langgraph";
-import { MemorySaver } from "@langchain/langgraph-checkpoint";
-import { FakeStreamingChatModel } from "@langchain/core/utils/testing";
-import { AIMessage } from "@langchain/core/messages";
-import { createEmbedServer } from "@langchain/langgraph-api/experimental/embed";
-import { randomUUID } from "node:crypto";
-import { useState } from "react";
-
-const threads = (() => {
-  const THREADS: Record<
-    string,
-    { thread_id: string; metadata: Record<string, unknown> }
-  > = {};
-
-  return {
-    get: async (id: string) => THREADS[id],
-    put: async (
-      threadId: string,
-      { metadata }: { metadata?: Record<string, unknown> },
-    ) => {
-      THREADS[threadId] = { thread_id: threadId, metadata: metadata ?? {} };
-    },
-    delete: async (threadId: string) => {
-      delete THREADS[threadId];
-    },
-  };
-})();
-
-const checkpointer = new MemorySaver();
-
-const model = new FakeStreamingChatModel({ responses: [new AIMessage("Hey")] });
-const agent = new StateGraph(MessagesAnnotation)
-  .addNode("agent", async (state: { messages: Message[] }) => {
-    const response = await model.invoke(state.messages);
-    return { messages: [response] };
-  })
-  .addEdge(START, "agent")
-  .compile();
-
-const app = createEmbedServer({ graph: { agent }, checkpointer, threads });
-const server = setupServer(http.all("*", (ctx) => app.fetch(ctx.request)));
+import "@testing-library/jest-dom/vitest";
 
 function TestChatComponent() {
   const { messages, isLoading, error, submit, stop } = useStream({
-    assistantId: "agent",
+    assistantId: "test-assistant",
     apiKey: "test-api-key",
   });
 
@@ -86,6 +42,353 @@ function TestChatComponent() {
   );
 }
 
+// Mock server setup
+
+const server = setupServer(
+  // Mock thread creation
+  http.post("*/threads", () => {
+    return HttpResponse.json({ thread_id: "test-thread-id" });
+  }),
+
+  // Mock stream endpoint
+  http.post("*/threads/:threadId/runs/stream", async () => {
+    const encoder = new TextEncoder();
+    const sendSSE = (event: string, data: unknown) =>
+      encoder.encode(`event: ${event}\ndata: ${JSON.stringify(data)}\n\n`);
+
+    const stream = new ReadableStream({
+      async start(controller) {
+        await new Promise((resolve) => setTimeout(resolve, 10));
+
+        controller.enqueue(
+          sendSSE("metadata", {
+            run_id: "1f03278a-1734-6518-80a4-3390db59f960",
+            attempt: 1,
+          }),
+        );
+
+        controller.enqueue(
+          sendSSE("values", {
+            messages: [
+              {
+                content: "Hey",
+                additional_kwargs: {},
+                response_metadata: {},
+                type: "human",
+                name: null,
+                id: "2d8c0d9f-a614-4e44-b474-6a56e9471cf5",
+                example: false,
+              },
+            ],
+          }),
+        );
+
+        controller.enqueue(
+          sendSSE("messages", [
+            {
+              content: "",
+              additional_kwargs: {},
+              response_metadata: { model_name: "claude-3-7-sonnet-latest" },
+              type: "AIMessageChunk",
+              name: null,
+              id: "run-3e90ba6a-71d6-49e7-94a8-6bcac2fd0f40",
+              tool_calls: [],
+              invalid_tool_calls: [],
+              tool_call_chunks: [],
+            },
+            { run_attempt: 1 },
+          ]),
+        );
+
+        controller.enqueue(
+          sendSSE("messages", [
+            {
+              content: "Hello",
+              additional_kwargs: {},
+              response_metadata: { model_name: "claude-3-7-sonnet-latest" },
+              type: "AIMessageChunk",
+              name: null,
+              id: "run-3e90ba6a-71d6-49e7-94a8-6bcac2fd0f40",
+              tool_calls: [],
+              invalid_tool_calls: [],
+              tool_call_chunks: [],
+            },
+            { run_attempt: 1 },
+          ]),
+        );
+
+        controller.enqueue(
+          sendSSE("messages", [
+            {
+              content: "! How can I assist you today?",
+              additional_kwargs: {},
+              response_metadata: { model_name: "claude-3-7-sonnet-latest" },
+              type: "AIMessageChunk",
+              name: null,
+              id: "run-3e90ba6a-71d6-49e7-94a8-6bcac2fd0f40",
+              tool_calls: [],
+              invalid_tool_calls: [],
+              tool_call_chunks: [],
+            },
+            { run_attempt: 1 },
+          ]),
+        );
+
+        controller.enqueue(
+          sendSSE("messages", [
+            {
+              content: "",
+              additional_kwargs: {},
+              response_metadata: {
+                stop_reason: "end_turn",
+                stop_sequence: null,
+              },
+              type: "AIMessageChunk",
+              name: null,
+              id: "run-3e90ba6a-71d6-49e7-94a8-6bcac2fd0f40",
+              tool_calls: [],
+              invalid_tool_calls: [],
+              tool_call_chunks: [],
+            },
+            { run_attempt: 1 },
+          ]),
+        );
+
+        controller.enqueue(
+          sendSSE("values", {
+            messages: [
+              {
+                content: "Hey",
+                additional_kwargs: {},
+                response_metadata: {},
+                type: "human",
+                name: null,
+                id: "2d8c0d9f-a614-4e44-b474-6a56e9471cf5",
+                example: false,
+              },
+              {
+                content: "Hello! How can I assist you today?",
+                additional_kwargs: {},
+                response_metadata: {
+                  model_name: "claude-3-7-sonnet-latest",
+                  stop_reason: "end_turn",
+                  stop_sequence: null,
+                },
+                type: "ai",
+                name: null,
+                id: "run-3e90ba6a-71d6-49e7-94a8-6bcac2fd0f40",
+                tool_calls: [],
+                invalid_tool_calls: [],
+              },
+            ],
+          }),
+        );
+
+        controller.close();
+      },
+    });
+
+    server.use(
+      http.post("*/threads/:threadId/history", () => {
+        return HttpResponse.json([
+          {
+            values: {
+              messages: [
+                {
+                  content: "Hey",
+                  additional_kwargs: {},
+                  response_metadata: {},
+                  type: "human",
+                  name: null,
+                  id: "2d8c0d9f-a614-4e44-b474-6a56e9471cf5",
+                  example: false,
+                },
+                {
+                  content: "Hello! How can I assist you today?",
+                  additional_kwargs: {},
+                  response_metadata: {
+                    model_name: "claude-3-7-sonnet-latest",
+                    stop_reason: "end_turn",
+                    stop_sequence: null,
+                  },
+                  type: "ai",
+                  name: null,
+                  id: "run-3e90ba6a-71d6-49e7-94a8-6bcac2fd0f40",
+                  example: false,
+                  tool_calls: [],
+                  invalid_tool_calls: [],
+                },
+              ],
+            },
+            next: [],
+            tasks: [],
+            metadata: {
+              run_attempt: 1,
+              source: "loop",
+              writes: {
+                agent: {
+                  messages: [
+                    {
+                      content: "Hello! How can I assist you today?",
+                      additional_kwargs: {},
+                      response_metadata: {
+                        model_name: "claude-3-7-sonnet-latest",
+                        stop_reason: "end_turn",
+                        stop_sequence: null,
+                      },
+                      type: "ai",
+                      name: null,
+                      id: "run-3e90ba6a-71d6-49e7-94a8-6bcac2fd0f40",
+                      example: false,
+                      tool_calls: [],
+                      invalid_tool_calls: [],
+                    },
+                  ],
+                },
+              },
+              step: 1,
+              parents: {},
+            },
+            created_at: "2025-05-16T17:10:16.987537+00:00",
+            checkpoint: {
+              checkpoint_id: "1f03278a-38cf-6c68-8001-22b77ac43ff6",
+              thread_id: "b06fd92a-955c-446e-b233-7977716c4a9c",
+              checkpoint_ns: "",
+            },
+            parent_checkpoint: {
+              checkpoint_id: "1f03278a-206b-67c6-8000-ac34a0872e1a",
+              thread_id: "b06fd92a-955c-446e-b233-7977716c4a9c",
+              checkpoint_ns: "",
+            },
+            checkpoint_id: "1f03278a-38cf-6c68-8001-22b77ac43ff6",
+            parent_checkpoint_id: "1f03278a-206b-67c6-8000-ac34a0872e1a",
+          },
+          {
+            values: {
+              messages: [
+                {
+                  content: "Hey",
+                  additional_kwargs: {},
+                  response_metadata: {},
+                  type: "human",
+                  name: null,
+                  id: "2d8c0d9f-a614-4e44-b474-6a56e9471cf5",
+                  example: false,
+                },
+              ],
+            },
+            next: ["agent"],
+            tasks: [
+              {
+                id: "e1b7b52b-a78e-4b32-0c89-e06bf46405ed",
+                name: "agent",
+                path: ["__pregel_pull", "agent"],
+                error: null,
+                interrupts: [],
+                checkpoint: null,
+                state: null,
+                result: {
+                  messages: [
+                    {
+                      content: "Hello! How can I assist you today?",
+                      additional_kwargs: {},
+                      response_metadata: {
+                        model_name: "claude-3-7-sonnet-latest",
+                        stop_reason: "end_turn",
+                        stop_sequence: null,
+                      },
+                      type: "ai",
+                      name: null,
+                      id: "run-3e90ba6a-71d6-49e7-94a8-6bcac2fd0f40",
+                      example: false,
+                      tool_calls: [],
+                      invalid_tool_calls: [],
+                    },
+                  ],
+                },
+              },
+            ],
+            metadata: {
+              run_attempt: 1,
+            },
+            created_at: "2025-05-16T17:10:14.429889+00:00",
+            checkpoint: {
+              checkpoint_id: "1f03278a-206b-67c6-8000-ac34a0872e1a",
+              thread_id: "b06fd92a-955c-446e-b233-7977716c4a9c",
+              checkpoint_ns: "",
+            },
+            parent_checkpoint: {
+              checkpoint_id: "1f03278a-2067-6590-bfff-3fb740466fc3",
+              thread_id: "b06fd92a-955c-446e-b233-7977716c4a9c",
+              checkpoint_ns: "",
+            },
+            checkpoint_id: "1f03278a-206b-67c6-8000-ac34a0872e1a",
+            parent_checkpoint_id: "1f03278a-2067-6590-bfff-3fb740466fc3",
+          },
+          {
+            values: {
+              messages: [],
+            },
+            next: ["__start__"],
+            tasks: [
+              {
+                id: "291af033-2ddc-3320-8bbc-28060057cae5",
+                name: "__start__",
+                path: ["__pregel_pull", "__start__"],
+                error: null,
+                interrupts: [],
+                checkpoint: null,
+                state: null,
+                result: {
+                  messages: [
+                    {
+                      id: "2d8c0d9f-a614-4e44-b474-6a56e9471cf5",
+                      type: "human",
+                      content: "Hey",
+                    },
+                  ],
+                },
+              },
+            ],
+            metadata: {
+              run_attempt: 1,
+              source: "input",
+              writes: {
+                __start__: {
+                  messages: [
+                    {
+                      id: "2d8c0d9f-a614-4e44-b474-6a56e9471cf5",
+                      type: "human",
+                      content: "Hey",
+                    },
+                  ],
+                },
+              },
+              step: -1,
+              parents: {},
+            },
+            created_at: "2025-05-16T17:10:14.428191+00:00",
+            checkpoint: {
+              checkpoint_id: "1f03278a-2067-6590-bfff-3fb740466fc3",
+              thread_id: "b06fd92a-955c-446e-b233-7977716c4a9c",
+              checkpoint_ns: "",
+            },
+            parent_checkpoint: null,
+            checkpoint_id: "1f03278a-2067-6590-bfff-3fb740466fc3",
+            parent_checkpoint_id: null,
+          },
+        ]);
+      }),
+    );
+
+    return new HttpResponse(stream, {
+      headers: { "Content-Type": "text/event-stream" },
+    });
+  }),
+);
+
+server.use;
+
 describe("useStream", () => {
   beforeEach(() => server.listen());
 
@@ -114,8 +417,10 @@ describe("useStream", () => {
 
     // Wait for messages to appear
     await waitFor(() => {
-      expect(screen.getByTestId("message-0")).toHaveTextContent("Hello");
-      expect(screen.getByTestId("message-1")).toHaveTextContent("Hey");
+      expect(screen.getByTestId("message-0")).toHaveTextContent("Hey");
+      expect(screen.getByTestId("message-1")).toHaveTextContent(
+        "Hello! How can I assist you today?",
+      );
     });
 
     // Check final state
@@ -135,316 +440,4 @@ describe("useStream", () => {
       expect(screen.getByTestId("loading")).toHaveTextContent("Not loading");
     });
   });
-
-  it("displays initial values immediately and clears them when submitting", async () => {
-    const user = userEvent.setup();
-
-    function TestCachedComponent() {
-      const { messages, values, submit } = useStream<{
-        messages: Message[];
-      }>({
-        assistantId: "agent",
-        apiKey: "test-api-key",
-        initialValues: {
-          messages: [
-            { id: "cached-1", type: "human", content: "Cached user message" },
-            { id: "cached-2", type: "ai", content: "Cached AI response" },
-          ],
-        },
-      });
-
-      return (
-        <div>
-          <div data-testid="messages">
-            {messages.map((msg, i) => (
-              <div
-                key={msg.id ?? i}
-                data-testid={
-                  msg.id?.includes("cached")
-                    ? `message-cached-${i}`
-                    : `message-${i}`
-                }
-              >
-                {typeof msg.content === "string"
-                  ? msg.content
-                  : JSON.stringify(msg.content)}
-              </div>
-            ))}
-          </div>
-          <div data-testid="values">{JSON.stringify(values)}</div>
-          <button
-            data-testid="submit"
-            onClick={() =>
-              submit({ messages: [{ content: "Hello", type: "human" }] })
-            }
-          >
-            Submit
-          </button>
-        </div>
-      );
-    }
-
-    render(<TestCachedComponent />);
-
-    // Should immediately show cached messages
-    expect(screen.getByTestId("message-cached-0")).toHaveTextContent(
-      "Cached user message",
-    );
-    expect(screen.getByTestId("message-cached-1")).toHaveTextContent(
-      "Cached AI response",
-    );
-
-    // Values should include initial values
-    expect(screen.getByTestId("values")).toHaveTextContent(
-      "Cached user message",
-    );
-
-    // Submitting should clear out the cached messages
-    await user.click(screen.getByTestId("submit"));
-
-    // Wait for messages to appear
-    await waitFor(() => {
-      expect(screen.getByTestId("message-0")).toHaveTextContent("Hello");
-      expect(screen.getByTestId("message-1")).toHaveTextContent("Hey");
-    });
-  });
-
-  it("accepts newThreadId option without errors", async () => {
-    const user = userEvent.setup();
-
-    const spy = vi.fn();
-    const predeterminedThreadId = randomUUID();
-
-    // Test that newThreadId option can be passed without causing errors
-    function TestNewThreadComponent() {
-      const stream = useStream<{ messages: Message[] }>({
-        assistantId: "agent",
-        apiKey: "test-api-key",
-        threadId: null, // Start with no thread
-        onThreadId: spy, // Mock callback
-      });
-
-      return (
-        <div>
-          <div data-testid="loading">
-            {stream.isLoading ? "Loading..." : "Not loading"}
-          </div>
-          <div data-testid="thread-id">
-            {stream.client ? "Client ready" : "No client"}
-          </div>
-          <button
-            data-testid="submit"
-            onClick={() =>
-              stream.submit({}, { threadId: predeterminedThreadId })
-            }
-          >
-            Submit
-          </button>
-        </div>
-      );
-    }
-
-    render(<TestNewThreadComponent />);
-
-    // Should render without errors
-    expect(screen.getByTestId("loading")).toHaveTextContent("Not loading");
-    expect(screen.getByTestId("thread-id")).toHaveTextContent("Client ready");
-
-    await user.click(screen.getByTestId("submit"));
-    expect(spy).toHaveBeenCalledWith(predeterminedThreadId);
-    expect(await threads.get(predeterminedThreadId)).toEqual({
-      thread_id: predeterminedThreadId,
-      metadata: {
-        graph_id: "agent",
-        assistant_id: "agent",
-      },
-    });
-  });
-
-  it("onStop callback is called when stop is called", async () => {
-    const user = userEvent.setup();
-    const onStopCallback = vi.fn();
-
-    function TestComponent() {
-      const { submit, stop } = useStream({
-        assistantId: "agent",
-        apiKey: "test-api-key",
-        onStop: onStopCallback,
-      });
-
-      return (
-        <div>
-          <button data-testid="submit" onClick={() => submit({})}>
-            Send
-          </button>
-          <button data-testid="stop" onClick={stop}>
-            Stop
-          </button>
-        </div>
-      );
-    }
-
-    render(<TestComponent />);
-
-    // Start a stream and stop it
-    await user.click(screen.getByTestId("submit"));
-    await user.click(screen.getByTestId("stop"));
-
-    // Verify onStop was called with mutate function
-    expect(onStopCallback).toHaveBeenCalledTimes(1);
-    expect(onStopCallback).toHaveBeenCalledWith(
-      expect.objectContaining({
-        mutate: expect.any(Function),
-      }),
-    );
-  });
-
-  it("onStop mutate function updates stream values immediately", async () => {
-    const user = userEvent.setup();
-
-    function TestComponent() {
-      const [stopped, setStopped] = useState(false);
-      const { submit, stop, messages } = useStream<{ messages: Message[] }>({
-        assistantId: "agent",
-        apiKey: "test-api-key",
-        onStop: ({ mutate }) => {
-          setStopped(true);
-          mutate((prev) => ({
-            ...prev,
-            messages: [
-              ...(prev.messages ?? []),
-              { type: "ai", content: "Stream stopped" },
-            ],
-          }));
-        },
-      });
-
-      return (
-        <div>
-          <div data-testid="stopped-status">
-            {stopped ? "Stopped" : "Not stopped"}
-          </div>
-          <div data-testid="messages">
-            {messages.map((msg, i) => (
-              <div key={msg.id ?? i} data-testid={`message-${i}`}>
-                {typeof msg.content === "string"
-                  ? msg.content
-                  : JSON.stringify(msg.content)}
-              </div>
-            ))}
-          </div>
-          <button data-testid="submit" onClick={() => submit({})}>
-            Send
-          </button>
-          <button data-testid="stop" onClick={stop}>
-            Stop
-          </button>
-        </div>
-      );
-    }
-
-    render(<TestComponent />);
-
-    // Initial state
-    expect(screen.getByTestId("stopped-status")).toHaveTextContent(
-      "Not stopped",
-    );
-
-    // Start and stop stream
-    await user.click(screen.getByTestId("submit"));
-    await user.click(screen.getByTestId("stop"));
-
-    // Verify state was updated immediately
-    await waitFor(() => {
-      expect(screen.getByTestId("stopped-status")).toHaveTextContent("Stopped");
-      expect(screen.getByTestId("message-0")).toHaveTextContent(
-        "Stream stopped",
-      );
-    });
-  });
-
-  it("onStop handles functional updates correctly", async () => {
-    const user = userEvent.setup();
-
-    function TestComponent() {
-      const { submit, stop, values } = useStream({
-        assistantId: "agent",
-        apiKey: "test-api-key",
-        initialValues: {
-          counter: 5,
-          items: ["item1", "item2"],
-        },
-        onStop: ({ mutate }) => {
-          mutate((prev: any) => ({
-            ...prev,
-            counter: (prev.counter || 0) + 10,
-            items: [...(prev.items || []), "stopped"],
-          }));
-        },
-      });
-
-      return (
-        <div>
-          <div data-testid="counter">{(values as any).counter}</div>
-          <div data-testid="items">{(values as any).items?.join(", ")}</div>
-          <button data-testid="submit" onClick={() => submit({})}>
-            Send
-          </button>
-          <button data-testid="stop" onClick={stop}>
-            Stop
-          </button>
-        </div>
-      );
-    }
-
-    render(<TestComponent />);
-
-    // Initial state
-    expect(screen.getByTestId("counter")).toHaveTextContent("5");
-    expect(screen.getByTestId("items")).toHaveTextContent("item1, item2");
-
-    // Start and stop stream
-    await user.click(screen.getByTestId("submit"));
-    await user.click(screen.getByTestId("stop"));
-
-    // Verify functional update was applied correctly
-    await waitFor(() => {
-      expect(screen.getByTestId("counter")).toHaveTextContent("15");
-      expect(screen.getByTestId("items")).toHaveTextContent(
-        "item1, item2, stopped",
-      );
-    });
-  });
-
-  it("onStop is not called when stream completes naturally", async () => {
-    const user = userEvent.setup();
-
-    const onStopCallback = vi.fn();
-
-    function TestComponent() {
-      const { submit } = useStream({
-        assistantId: "agent",
-        apiKey: "test-api-key",
-        onStop: onStopCallback,
-      });
-
-      return (
-        <div>
-          <button data-testid="submit" onClick={() => submit({})}>
-            Send
-          </button>
-        </div>
-      );
-    }
-
-    render(<TestComponent />);
-
-    // Start a stream and let it complete naturally
-    await user.click(screen.getByTestId("submit"));
-
-    // Wait for stream to complete naturally
-    await waitFor(() => {
-      expect(onStopCallback).not.toHaveBeenCalled();
-    });
-  });
 });

libs/sdk-js/src/types.messages.ts

@@ -13,22 +13,16 @@ type MessageContent = string | MessageContentComplex[];
  */
 type MessageAdditionalKwargs = Record<string, unknown>;
 
-type BaseMessage = {
-  additional_kwargs?: MessageAdditionalKwargs | undefined;
-  content: MessageContent;
-  id?: string | undefined;
-  name?: string | undefined;
-  response_metadata?: Record<string, unknown> | undefined;
-};
-
-export type HumanMessage = BaseMessage & {
+export type HumanMessage = {
   type: "human";
-  example?: boolean | undefined;
+  id?: string | undefined;
+  content: MessageContent;
 };
 
-export type AIMessage = BaseMessage & {
+export type AIMessage = {
   type: "ai";
-  example?: boolean | undefined;
+  id?: string | undefined;
+  content: MessageContent;
   tool_calls?:
     | {
         name: string;
@@ -63,12 +57,19 @@ export type AIMessage = BaseMessage & {
           | undefined;
       }
     | undefined;
+  additional_kwargs?: MessageAdditionalKwargs | undefined;
+  response_metadata?: Record<string, unknown> | undefined;
 };
 
-export type ToolMessage = BaseMessage & {
+export type ToolMessage = {
   type: "tool";
+  name?: string | undefined;
+  id?: string | undefined;
+  content: MessageContent;
   status?: "error" | "success" | undefined;
   tool_call_id: string;
+  additional_kwargs?: MessageAdditionalKwargs | undefined;
+  response_metadata?: Record<string, unknown> | undefined;
   /**
    * Artifact of the Tool execution which is not meant to be sent to the model.
    *
@@ -80,16 +81,22 @@ export type ToolMessage = BaseMessage & {
   artifact?: any;
 };
 
-export type SystemMessage = BaseMessage & {
+export type SystemMessage = {
   type: "system";
+  id?: string | undefined;
+  content: MessageContent;
 };
 
-export type FunctionMessage = BaseMessage & {
+export type FunctionMessage = {
   type: "function";
+  id?: string | undefined;
+  content: MessageContent;
 };
 
-export type RemoveMessage = BaseMessage & {
+export type RemoveMessage = {
   type: "remove";
+  id: string;
+  content: MessageContent;
 };
 
 export type Message =

libs/sdk-js/src/utils/sse.ts

@@ -6,88 +6,90 @@ const SPACE = " ".charCodeAt(0);
 
 const TRAILING_NEWLINE = [CR, LF];
 
-export function BytesLineDecoder() {
-  let buffer: Uint8Array[] = [];
-  let trailingCr = false;
+export class BytesLineDecoder extends TransformStream<Uint8Array, Uint8Array> {
+  constructor() {
+    let buffer: Uint8Array[] = [];
+    let trailingCr = false;
 
-  return new TransformStream<Uint8Array, Uint8Array>({
-    start() {
-      buffer = [];
-      trailingCr = false;
-    },
-
-    transform(chunk, controller) {
-      // See https://docs.python.org/3/glossary.html#term-universal-newlines
-      let text = chunk;
-
-      // Handle trailing CR from previous chunk
-      if (trailingCr) {
-        text = joinArrays([[CR], text]);
-        trailingCr = false;
-      }
-
-      // Check for trailing CR in current chunk
-      if (text.length > 0 && text.at(-1) === CR) {
-        trailingCr = true;
-        text = text.subarray(0, -1);
-      }
-
-      if (!text.length) return;
-      const trailingNewline = TRAILING_NEWLINE.includes(text.at(-1)!);
-
-      const lastIdx = text.length - 1;
-      const { lines } = text.reduce<{ lines: Uint8Array[]; from: number }>(
-        (acc, cur, idx) => {
-          if (acc.from > idx) return acc;
-
-          if (cur === CR || cur === LF) {
-            acc.lines.push(text.subarray(acc.from, idx));
-            if (cur === CR && text[idx + 1] === LF) {
-              acc.from = idx + 2;
-            } else {
-              acc.from = idx + 1;
-            }
-          }
-
-          if (idx === lastIdx && acc.from <= lastIdx) {
-            acc.lines.push(text.subarray(acc.from));
-          }
-
-          return acc;
-        },
-        { lines: [], from: 0 },
-      );
-
-      if (lines.length === 1 && !trailingNewline) {
-        buffer.push(lines[0]);
-        return;
-      }
-
-      if (buffer.length) {
-        // Include existing buffer in first line
-        buffer.push(lines[0]);
-        lines[0] = joinArrays(buffer);
+    super({
+      start() {
         buffer = [];
-      }
+        trailingCr = false;
+      },
 
-      if (!trailingNewline) {
-        // If the last segment is not newline terminated,
-        // buffer it for the next chunk
-        if (lines.length) buffer = [lines.pop()!];
-      }
+      transform(chunk, controller) {
+        // See https://docs.python.org/3/glossary.html#term-universal-newlines
+        let text = chunk;
 
-      // Enqueue complete lines
-      for (const line of lines) {
-        controller.enqueue(line);
-      }
-    },
+        // Handle trailing CR from previous chunk
+        if (trailingCr) {
+          text = joinArrays([[CR], text]);
+          trailingCr = false;
+        }
 
-    flush(controller) {
-      if (buffer.length) {
-        controller.enqueue(joinArrays(buffer));
-      }
-    },
-  });
+        // Check for trailing CR in current chunk
+        if (text.length > 0 && text.at(-1) === CR) {
+          trailingCr = true;
+          text = text.subarray(0, -1);
+        }
+
+        if (!text.length) return;
+        const trailingNewline = TRAILING_NEWLINE.includes(text.at(-1)!);
+
+        const lastIdx = text.length - 1;
+        const { lines } = text.reduce<{ lines: Uint8Array[]; from: number }>(
+          (acc, cur, idx) => {
+            if (acc.from > idx) return acc;
+
+            if (cur === CR || cur === LF) {
+              acc.lines.push(text.subarray(acc.from, idx));
+              if (cur === CR && text[idx + 1] === LF) {
+                acc.from = idx + 2;
+              } else {
+                acc.from = idx + 1;
+              }
+            }
+
+            if (idx === lastIdx && acc.from <= lastIdx) {
+              acc.lines.push(text.subarray(acc.from));
+            }
+
+            return acc;
+          },
+          { lines: [], from: 0 },
+        );
+
+        if (lines.length === 1 && !trailingNewline) {
+          buffer.push(lines[0]);
+          return;
+        }
+
+        if (buffer.length) {
+          // Include existing buffer in first line
+          buffer.push(lines[0]);
+          lines[0] = joinArrays(buffer);
+          buffer = [];
+        }
+
+        if (!trailingNewline) {
+          // If the last segment is not newline terminated,
+          // buffer it for the next chunk
+          if (lines.length) buffer = [lines.pop()!];
+        }
+
+        // Enqueue complete lines
+        for (const line of lines) {
+          controller.enqueue(line);
+        }
+      },
+
+      flush(controller) {
+        if (buffer.length) {
+          controller.enqueue(joinArrays(buffer));
+        }
+      },
+    });
+  }
 }
 
 interface StreamPart {
@@ -96,67 +98,69 @@ interface StreamPart {
   data: unknown;
 }
 
-export function SSEDecoder() {
-  let event = "";
-  let data: Uint8Array[] = [];
-  let lastEventId = "";
-  let retry: number | null = null;
+export class SSEDecoder extends TransformStream<Uint8Array, StreamPart> {
+  constructor() {
+    let event = "";
+    let data: Uint8Array[] = [];
+    let lastEventId = "";
+    let retry: number | null = null;
 
-  const decoder = new TextDecoder();
+    const decoder = new TextDecoder();
 
-  return new TransformStream<Uint8Array, StreamPart>({
-    transform(chunk, controller) {
-      // Handle empty line case
-      if (!chunk.length) {
-        if (!event && !data.length && !lastEventId && retry == null) return;
+    super({
+      transform(chunk, controller) {
+        // Handle empty line case
+        if (!chunk.length) {
+          if (!event && !data.length && !lastEventId && retry == null) return;
 
-        const sse = {
-          id: lastEventId || undefined,
-          event,
-          data: data.length ? decodeArraysToJson(decoder, data) : null,
-        };
+          const sse = {
+            id: lastEventId || undefined,
+            event,
+            data: data.length ? decodeArraysToJson(decoder, data) : null,
+          };
 
-        // NOTE: as per the SSE spec, do not reset lastEventId
-        event = "";
-        data = [];
-        retry = null;
+          // NOTE: as per the SSE spec, do not reset lastEventId
+          event = "";
+          data = [];
+          retry = null;
 
-        controller.enqueue(sse);
-        return;
-      }
+          controller.enqueue(sse);
+          return;
+        }
 
-      // Ignore comments
-      if (chunk[0] === COLON) return;
+        // Ignore comments
+        if (chunk[0] === COLON) return;
 
-      const sepIdx = chunk.indexOf(COLON);
-      if (sepIdx === -1) return;
+        const sepIdx = chunk.indexOf(COLON);
+        if (sepIdx === -1) return;
 
-      const fieldName = decoder.decode(chunk.subarray(0, sepIdx));
-      let value = chunk.subarray(sepIdx + 1);
-      if (value[0] === SPACE) value = value.subarray(1);
+        const fieldName = decoder.decode(chunk.subarray(0, sepIdx));
+        let value = chunk.subarray(sepIdx + 1);
+        if (value[0] === SPACE) value = value.subarray(1);
 
-      if (fieldName === "event") {
-        event = decoder.decode(value);
-      } else if (fieldName === "data") {
-        data.push(value);
-      } else if (fieldName === "id") {
-        if (value.indexOf(NULL) === -1) lastEventId = decoder.decode(value);
-      } else if (fieldName === "retry") {
-        const retryNum = Number.parseInt(decoder.decode(value));
-        if (!Number.isNaN(retryNum)) retry = retryNum;
-      }
-    },
+        if (fieldName === "event") {
+          event = decoder.decode(value);
+        } else if (fieldName === "data") {
+          data.push(value);
+        } else if (fieldName === "id") {
+          if (value.indexOf(NULL) === -1) lastEventId = decoder.decode(value);
+        } else if (fieldName === "retry") {
+          const retryNum = Number.parseInt(decoder.decode(value));
+          if (!Number.isNaN(retryNum)) retry = retryNum;
+        }
+      },
 
-    flush(controller) {
-      if (event) {
-        controller.enqueue({
-          id: lastEventId || undefined,
-          event,
-          data: data.length ? decodeArraysToJson(decoder, data) : null,
-        });
-      }
-    },
-  });
+      flush(controller) {
+        if (event) {
+          controller.enqueue({
+            id: lastEventId || undefined,
+            event,
+            data: data.length ? decodeArraysToJson(decoder, data) : null,
+          });
+        }
+      },
+    });
+  }
 }
 
 function joinArrays(data: ArrayLike<number>[]) {

libs/sdk-py/pyproject.toml

@@ -21,13 +21,13 @@ Repository = "https://www.github.com/langchain-ai/langgraph"
 
 [dependency-groups]
 dev = [
-  "ruff>=0.12.0",
+  "ruff",
   "codespell",
-  "pytest>=8.0.0",
+  "pytest",
   "pytest-asyncio",
   "pytest-mock",
   "pytest-watch",
-  "mypy>=1.15.0",
+  "mypy",
 ]
 
 [tool.hatch.build.targets.wheel]

libs/sdk-py/uv.lock

@@ -146,12 +146,12 @@ requires-dist = [
 [package.metadata.requires-dev]
 dev = [
     { name = "codespell" },
-    { name = "mypy", specifier = ">=1.15.0" },
-    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "mypy" },
+    { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "pytest-mock" },
     { name = "pytest-watch" },
-    { name = "ruff", specifier = ">=0.12.0" },
+    { name = "ruff" },
 ]
 
 [[package]]
@@ -360,27 +360,27 @@ sdist = { url = "https://files.pythonhosted.org/packages/36/47/ab65fc1d682befc31
 
 [[package]]
 name = "ruff"
-version = "0.12.1"
+version = "0.11.10"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/97/38/796a101608a90494440856ccfb52b1edae90de0b817e76bfade66b12d320/ruff-0.12.1.tar.gz", hash = "sha256:806bbc17f1104fd57451a98a58df35388ee3ab422e029e8f5cf30aa4af2c138c", size = 4413426, upload-time = "2025-06-26T20:34:14.784Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e8/4c/4a3c5a97faaae6b428b336dcca81d03ad04779f8072c267ad2bd860126bf/ruff-0.11.10.tar.gz", hash = "sha256:d522fb204b4959909ecac47da02830daec102eeb100fb50ea9554818d47a5fa6", size = 4165632, upload-time = "2025-05-15T14:08:56.76Z" }
 wheels = [
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