Update OpenAPI spec from LangGraph API v0.4.2

.github/ISSUE_TEMPLATE/config.yml

@@ -1,9 +1,6 @@
 blank_issues_enabled: false
 version: 2.1
 contact_links:
-  - name: Documentation
-    url: https://github.com/langchain-ai/docs/issues/new?template=langgraph.yml
-    about: Report an issue related to the LangGraph documentation
   - name: LangChain Forum
     url:  https://forum.langchain.com/
-    about: General community discussions and support
+    about: General community discussions, support, and feature requests

.github/ISSUE_TEMPLATE/documentation.yml

@@ -0,0 +1,19 @@
+name: Documentation
+description: Report an issue related to the LangGraph documentation.
+title: "DOC: <Please write a comprehensive title after the 'DOC: ' prefix>"
+labels: [documentation]
+
+body:
+- type: textarea
+  attributes: 
+    label: "Issue with current documentation:"
+    description: >
+      Please make sure to leave a reference to the document/code you're
+      referring to.
+
+- type: textarea
+  attributes:
+    label: "Idea or request for content:"
+    description: >
+      Please describe as clearly as possible what topics you think are missing
+      from the current documentation.

.github/workflows/_integration_test.yml

@@ -14,25 +14,12 @@ jobs:
         python-version:
           - "3.10"
           - "3.11"
-        example:
-          - name: A
-            workdir: libs/cli/examples
-            tag: langgraph-test-a
-          - name: B
-            workdir: libs/cli/examples/graphs
-            tag: langgraph-test-b
-          - name: C
-            workdir: libs/cli/examples/graphs_reqs_a
-            tag: langgraph-test-c
-          - name: D
-            workdir: libs/cli/examples/graphs_reqs_b
-            tag: langgraph-test-d
     name: "CLI integration test"
     defaults:
       run:
         working-directory: libs/cli
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
       - name: Get changed files
         id: changed-files
         uses: Ana06/get-changed-files@v2.3.0
@@ -46,51 +33,57 @@ jobs:
           enable-cache: true
           cache-suffix: "cli-integration-test"
           ignore-nothing-to-cache: true
+      - name: Setup env
+        if: steps.changed-files.outputs.all
+        working-directory: libs/cli/examples
+        run: cat .env.example > .env
       - name: Install cli globally
         if: steps.changed-files.outputs.all
         run: pip install -e .
-      - name: Build and test service ${{ matrix.example.name }}
+      - name: Build and test service A
         if: steps.changed-files.outputs.all
-        working-directory: ${{ matrix.example.workdir }}
+        working-directory: libs/cli/examples
         env:
           LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }}
         run: |
-          # Build the image for this example
-          langgraph build -t ${{ matrix.example.tag }}
-          # Prepare environment file from local or parent example directory
-          if [ -f .env.example ]; then cp .env.example .env; elif [ -f ../.env.example ]; then cp ../.env.example .env && cp ../.env.example ../.env; fi
-          if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env; if [ -f ../.env ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> ../.env; fi; fi
-          # Run the integration test using the built tag
-          # Compute repo root to reference the shared script robustly
-          REPO_ROOT=$(git rev-parse --show-toplevel)
-          timeout 60 python "$REPO_ROOT/.github/scripts/run_langgraph_cli_test.py" -t ${{ matrix.example.tag }}
+          # The build-arg isn't used; just testing that we accept other args
+          langgraph build -t langgraph-test-a
+          cp .env.example .env
+          if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env; fi
+          timeout 60 python ../../../.github/scripts/run_langgraph_cli_test.py -c langgraph.json -t langgraph-test-a
+      - name: Build and test service B
+        if: steps.changed-files.outputs.all
+        working-directory: libs/cli/examples/graphs
+        env:
+          LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }}
+        run: |
+          langgraph build -t langgraph-test-b
+          cp ../.env.example .env
+          if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env; fi
+          timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-b
+      - name: Build and test service C
+        if: steps.changed-files.outputs.all
+        working-directory: libs/cli/examples/graphs_reqs_a
+        env:
+          LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }}
+        run: |
+          langgraph build -t langgraph-test-c
+          cp ../.env.example .env
+          if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env; fi
+          timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-c
+      - name: Build and test service D
+        if: steps.changed-files.outputs.all
+        working-directory: libs/cli/examples/graphs_reqs_b
+        env:
+          LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }}
+        run: |
+          langgraph build -t langgraph-test-d
+          cp ../.env.example .env
+          if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env; fi
+          timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-d
 
       - name: Build JS service
         if: steps.changed-files.outputs.all
         working-directory: libs/cli/js-examples
         run: |
           langgraph build -t langgraph-test-e
-
-      - name: Build JS monorepo service
-        if: steps.changed-files.outputs.all
-        working-directory: libs/cli/js-monorepo-example
-        run: |
-          langgraph build -t langgraph-test-f -c apps/agent/langgraph.json --build-command "yarn run turbo build" --install-command "yarn install"
-
-      - name: Build Python monorepo service
-        if: steps.changed-files.outputs.all
-        working-directory: libs/cli/python-monorepo-example
-        run: |
-          langgraph build -t langgraph-test-g -c apps/agent/langgraph.json
-          cp apps/agent/.env.example apps/agent/.env
-          if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> apps/agent/.env; fi
-          timeout 60 python ../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-g -c apps/agent/langgraph.json
-
-      - name: Build and test prerelease reqs service
-        if: steps.changed-files.outputs.all
-        working-directory: libs/cli/examples/graph_prerelease_reqs
-        run: |
-          langgraph build -t langgraph-test-h
-          cp ../.env.example .env
-          if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env; fi
-          timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-h

.github/workflows/_lint.yml

@@ -31,7 +31,7 @@ jobs:
           - "3.12"
     name: "lint #${{ matrix.python-version }}"
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
       - name: Get changed files
         id: changed-files
         uses: Ana06/get-changed-files@v2.3.0

.github/workflows/_test.yml

@@ -25,7 +25,7 @@ jobs:
 
     name: "test #${{ matrix.python-version }}"
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
       - name: Set up Python ${{ matrix.python-version }}
         uses: astral-sh/setup-uv@v6
         with:

.github/workflows/_test_langgraph.yml

@@ -23,7 +23,7 @@ jobs:
         working-directory: libs/langgraph
     name: "test #${{ matrix.python-version }}"
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
       - name: Set up Python ${{ matrix.python-version }}
         uses: astral-sh/setup-uv@v6
         with:

.github/workflows/_test_release.yml

@@ -24,7 +24,7 @@ jobs:
       version: ${{ steps.check-version.outputs.version }}
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
 
       - name: Set up Python $${ env.PYTHON_VERSION }}
         uses: astral-sh/setup-uv@v6
@@ -75,9 +75,9 @@ jobs:
       id-token: write
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
 
-      - uses: actions/download-artifact@v5
+      - uses: actions/download-artifact@v4
         with:
           name: test-dist
           path: ${{ inputs.working-directory }}/dist/

.github/workflows/baseline.yml

@@ -17,7 +17,7 @@ jobs:
       run:
         working-directory: libs/langgraph
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
       - run: SHA=$(git rev-parse HEAD) && echo "SHA=$SHA" >> $GITHUB_ENV
       - name: Set up Python 3.11
         uses: astral-sh/setup-uv@v6

.github/workflows/bench.yml

@@ -15,7 +15,7 @@ jobs:
       run:
         working-directory: libs/langgraph
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
       - id: files
         name: Get changed files
         uses: Ana06/get-changed-files@v2.3.0
@@ -57,7 +57,7 @@ jobs:
             echo EOF
           } >> "$GITHUB_OUTPUT"
       - name: Annotation
-        uses: actions/github-script@v8
+        uses: actions/github-script@v7
         with:
           script: |
             const file = JSON.parse(`${{ steps.files.outputs.added_modified_renamed }}`)[0]

.github/workflows/ci.yml

@@ -27,7 +27,7 @@ jobs:
       python: ${{ steps.filter.outputs.python }}
       deps: ${{ steps.filter.outputs.deps }}
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
       - uses: dorny/paths-filter@v3
         id: filter
         with:
@@ -100,9 +100,9 @@ jobs:
     name: "Check SDK methods matching"
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
       - name: Set up Python
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v5
         with:
           python-version: "3.11"
       - name: Run check_sdk_methods script
@@ -118,7 +118,7 @@ jobs:
         python-version:
           - "3.11"
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
       - name: Set up Python ${{ matrix.python-version }}
         uses: astral-sh/setup-uv@v6
         with:

.github/workflows/codespell.yml

@@ -21,7 +21,7 @@
     
         steps:
           - name: Checkout
-            uses: actions/checkout@v5
+            uses: actions/checkout@v4
     
           - name: Install Dependencies
             run: |

.github/workflows/deploy_docs.yml

@@ -28,7 +28,7 @@ jobs:
     outputs:
       changed-files: ${{ steps.changed-files.outputs.added_modified }}
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
       - name: Get changed files
         id: changed-files
         uses: Ana06/get-changed-files@v2.3.0
@@ -41,7 +41,7 @@ jobs:
     env:
       GITHUB_TOKEN: ${{ secrets.MKDOCS_GITHUB_TOKEN }}
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
@@ -140,7 +140,7 @@ jobs:
 
       - name: Upload Pages Artifact
         # if: github.ref == 'refs/heads/main'
-        uses: actions/upload-pages-artifact@v4
+        uses: actions/upload-pages-artifact@v3
         with:
           path: ./docs/site/
 

.github/workflows/link_check.yml

@@ -19,7 +19,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
@@ -36,7 +36,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v4
         with:
           fetch-depth: 1
 

.github/workflows/pr_lint.yml

@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Validate PR Title
-        uses: amannn/action-semantic-pull-request@v6
+        uses: amannn/action-semantic-pull-request@v5
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         with:
@@ -40,7 +40,6 @@ jobs:
             sdk-py
             docs
             ci
-            deps
           requireScope: false
           ignoreLabels: |
             ignore-lint-pr-title

.github/workflows/release.yml

@@ -26,7 +26,7 @@ jobs:
       tag: ${{ steps.check-version.outputs.tag }}
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
 
       - name: Set up Python
         uses: astral-sh/setup-uv@v6
@@ -87,7 +87,7 @@ jobs:
     outputs:
       release-body: ${{ steps.generate-release-body.outputs.release-body }}
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
         with:
           repository: langchain-ai/langgraph
           path: langgraph
@@ -158,7 +158,7 @@ jobs:
       - test-pypi-publish
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
 
       # We explicitly *don't* set up caching here. This ensures our tests are
       # maximally sensitive to catching breakage.
@@ -261,7 +261,7 @@ jobs:
         working-directory: ${{ inputs.working-directory }}
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
 
       - name: Set up Python
         uses: astral-sh/setup-uv@v6
@@ -270,7 +270,7 @@ jobs:
           enable-cache: true
           cache-suffix: "release"
 
-      - uses: actions/download-artifact@v5
+      - uses: actions/download-artifact@v4
         with:
           name: dist
           path: ${{ inputs.working-directory }}/dist/
@@ -302,7 +302,7 @@ jobs:
         working-directory: ${{ inputs.working-directory }}
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
 
       - name: Set up Python
         uses: astral-sh/setup-uv@v6
@@ -311,7 +311,7 @@ jobs:
           enable-cache: true
           cache-suffix: "release"
 
-      - uses: actions/download-artifact@v5
+      - uses: actions/download-artifact@v4
         with:
           name: dist
           path: ${{ inputs.working-directory }}/dist/

.github/workflows/run_notebooks.yml

@@ -28,7 +28,7 @@ jobs:
           - "latest"
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
       - name: Set up Python + Poetry
         uses: astral-sh/setup-uv@v6
         with:

.github/workflows/uv_lock_ugprade.yml

@@ -16,7 +16,7 @@ jobs:
     runs-on: ubuntu-latest
     
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
       
       - name: Set up uv
         uses: astral-sh/setup-uv@v6
@@ -33,8 +33,8 @@ jobs:
         uses: peter-evans/create-pull-request@v7
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
-          commit-message: "chore(deps): upgrade dependencies with `uv lock --upgrade`"
-          title: "chore(deps): upgrade dependencies with `uv lock --upgrade`"
+          commit-message: "chore[deps]: upgrade dependencies with `uv lock --upgrade`"
+          title: "chore[deps]: upgrade dependencies with `uv lock --upgrade`"
           body: |
             This PR updates the dependencies in all Python packages using `uv lock --upgrade`.
             

README.md

@@ -71,7 +71,7 @@ While LangGraph can be used standalone, it also integrates seamlessly with any L
 
 ## Additional resources
 
-- [Guides](https://langchain-ai.github.io/langgraph/guides/): Quick, actionable code snippets for topics such as streaming, adding memory & persistence, and design patterns (e.g. branching, subgraphs, etc.).
+- [Guides](https://langchain-ai.github.io/langgraph/how-tos/): Quick, actionable code snippets for topics such as streaming, adding memory & persistence, and design patterns (e.g. branching, subgraphs, etc.).
 - [Reference](https://langchain-ai.github.io/langgraph/reference/graphs/): Detailed reference on core classes, methods, how to use the graph and checkpointing APIs, and higher-level prebuilt components.
 - [Examples](https://langchain-ai.github.io/langgraph/examples/): Guided examples on getting started with LangGraph.
 - [LangChain Forum](https://forum.langchain.com/): Connect with the community and share all of your technical questions, ideas, and feedback.

docs/_scripts/js_translation/codeblocks/yarn.lock

@@ -2108,9 +2108,9 @@ __metadata:
   linkType: hard
 
 "hono@npm:^4.5.4":
-  version: 4.9.7
-  resolution: "hono@npm:4.9.7"
-  checksum: 10c0/089184660a9211ea216ab95bafa45260e371651cb019db49828064b7982b0ae61cc3c4715324bfeb9037aa2460c39ffa2c91d84ad0c8d500fa77cbcc7fc07a8f
+  version: 4.8.9
+  resolution: "hono@npm:4.8.9"
+  checksum: 10c0/385539d1787fdc747bc869ef0e5ccc9f39cbe40289b94f23eecfc82c6ca440f059704647cd6381a5066d2cf7baa43ab25184c78d44af4c5c98a5c5b07670059e
   languageName: node
   linkType: hard
 

docs/docs/agents/context.md

@@ -90,7 +90,7 @@ graph.invoke( # (1)!
     from langgraph.runtime import Runtime
 
     # highlight-next-line
-    def node(state: State, runtime: Runtime[ContextSchema]):
+    def node(state: State, config: Runtime[ContextSchema]):
         user_name = runtime.context.user_name
         ...
     ```

docs/docs/cloud/reference/api/openapi.json

@@ -29,10 +29,6 @@
       "name": "Store",
       "description": "Store is an API for managing persistent key-value store (long-term memory) that is available from any thread."
     },
-    {
-      "name": "A2A",
-      "description": "Agent-to-Agent Protocol related endpoints for exposing assistants as A2A-compliant agents."
-    },
     {
       "name": "MCP",
       "description": "Model Context Protocol related endpoints for exposing an agent as an MCP server."
@@ -3186,195 +3182,6 @@
         }
       }
     },
-    "/a2a/{assistant_id}": {
-      "post": {
-        "operationId": "post_a2a",
-        "summary": "A2A Post",
-        "description": "Communicate with an assistant using the Agent-to-Agent Protocol.\nSends a JSON-RPC 2.0 message to the assistant.\n\n- **Request**: Provide an object with `jsonrpc`, `id`, `method`, and optional `params`.\n- **Response**: Returns a JSON-RPC response with task information or error.\n\n**Supported Methods:**\n- `message/send`: Send a message to the assistant\n- `tasks/get`: Get the status and result of a task\n\n**Notes:**\n- Supports threaded conversations via thread context\n- Messages can contain text and data parts\n- Tasks run asynchronously and return completion status\n",
-        "parameters": [
-          {
-            "name": "assistant_id",
-            "in": "path",
-            "required": true,
-            "schema": {
-              "type": "string",
-              "format": "uuid"
-            },
-            "description": "The ID of the assistant to communicate with"
-          },
-          {
-            "name": "Accept",
-            "in": "header",
-            "required": true,
-            "schema": {
-              "type": "string",
-              "enum": ["application/json"]
-            },
-            "description": "Must be application/json"
-          }
-        ],
-        "requestBody": {
-          "required": true,
-          "content": {
-            "application/json": {
-              "schema": {
-                "type": "object",
-                "properties": {
-                  "jsonrpc": {
-                    "type": "string",
-                    "enum": ["2.0"],
-                    "description": "JSON-RPC version"
-                  },
-                  "id": {
-                    "type": "string",
-                    "description": "Request identifier"
-                  },
-                  "method": {
-                    "type": "string",
-                    "enum": ["message/send", "tasks/get"],
-                    "description": "The method to invoke"
-                  },
-                  "params": {
-                    "type": "object",
-                    "description": "Method parameters",
-                    "oneOf": [
-                      {
-                        "title": "Message Send Parameters",
-                        "properties": {
-                          "message": {
-                            "type": "object",
-                            "properties": {
-                              "role": {
-                                "type": "string",
-                                "enum": ["user", "assistant"],
-                                "description": "Message role"
-                              },
-                              "parts": {
-                                "type": "array",
-                                "items": {
-                                  "oneOf": [
-                                    {
-                                      "title": "Text Part",
-                                      "type": "object",
-                                      "properties": {
-                                        "kind": {
-                                          "type": "string",
-                                          "enum": ["text"]
-                                        },
-                                        "text": {
-                                          "type": "string"
-                                        }
-                                      },
-                                      "required": ["kind", "text"]
-                                    },
-                                    {
-                                      "title": "Data Part", 
-                                      "type": "object",
-                                      "properties": {
-                                        "kind": {
-                                          "type": "string",
-                                          "enum": ["data"]
-                                        },
-                                        "data": {
-                                          "type": "object"
-                                        }
-                                      },
-                                      "required": ["kind", "data"]
-                                    }
-                                  ]
-                                },
-                                "description": "Message parts"
-                              },
-                              "messageId": {
-                                "type": "string",
-                                "description": "Unique message identifier"
-                              }
-                            },
-                            "required": ["role", "parts", "messageId"]
-                          },
-                          "thread": {
-                            "type": "object",
-                            "properties": {
-                              "threadId": {
-                                "type": "string",
-                                "description": "Thread identifier for conversation context"
-                              }
-                            },
-                            "description": "Optional thread context"
-                          }
-                        },
-                        "required": ["message"]
-                      },
-                      {
-                        "title": "Task Get Parameters",
-                        "properties": {
-                          "taskId": {
-                            "type": "string",
-                            "description": "Task identifier to retrieve"
-                          }
-                        },
-                        "required": ["taskId"]
-                      }
-                    ]
-                  }
-                },
-                "required": ["jsonrpc", "id", "method"]
-              }
-            }
-          }
-        },
-        "responses": {
-          "200": {
-            "description": "JSON-RPC response",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "type": "object",
-                  "properties": {
-                    "jsonrpc": {
-                      "type": "string",
-                      "enum": ["2.0"]
-                    },
-                    "id": {
-                      "type": "string"
-                    },
-                    "result": {
-                      "type": "object",
-                      "description": "Success result containing task information or task details"
-                    },
-                    "error": {
-                      "type": "object",
-                      "properties": {
-                        "code": {
-                          "type": "integer"
-                        },
-                        "message": {
-                          "type": "string"
-                        }
-                      },
-                      "description": "Error information if request failed"
-                    }
-                  },
-                  "required": ["jsonrpc", "id"]
-                }
-              }
-            }
-          },
-          "400": {
-            "description": "Bad request - invalid JSON-RPC or missing Accept header"
-          },
-          "404": {
-            "description": "Assistant not found"
-          },
-          "500": {
-            "description": "Internal server error"
-          }
-        },
-        "tags": [
-          "A2A"
-        ]
-      }
-    },
     "/mcp/": {
       "post": {
         "operationId": "post_mcp",
@@ -5015,12 +4822,6 @@
       },
       "ThreadSearchRequest": {
         "properties": {
-          "ids": {
-            "type": "array",
-            "items": {"type": "string", "format": "uuid"},
-            "title": "Ids",
-            "description": "List of thread IDs to include. Others are excluded."
-          },
           "metadata": {
             "type": "object",
             "title": "Metadata",
@@ -5261,30 +5062,11 @@
             "type": "object",
             "title": "Metadata",
             "description": "Metadata to merge with existing thread metadata."
-          },
-          "ttl": {
-            "type": "object",
-            "title": "TTL",
-            "description": "The time-to-live for the thread.",
-            "properties": {
-              "strategy": {
-                "type": "string",
-                "enum": [
-                  "delete"
-                ],
-                "description": "The TTL strategy. 'delete' removes the entire thread.",
-                "default": "delete"
-              },
-              "ttl": {
-                "type": "number",
-                "description": "The time-to-live in minutes from now until thread should be swept."
-              }
-            }
           }
         },
         "type": "object",
         "title": "ThreadPatch",
-        "description": "Payload for updating a thread."
+        "description": "Payload for creating a thread."
       },
       "ThreadStateCheckpointRequest": {
         "properties": {

docs/docs/cloud/reference/cli.md

@@ -483,19 +483,19 @@ The LangGraph CLI requires a JSON configuration file that follows this [schema](
 
     RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 pip install --no-cache-dir -c /api/constraints.txt langchain_community langchain_anthropic langchain_openai wikipedia scikit-learn
 
-    ADD ./graphs /deps/outer-graphs/src
+    ADD ./graphs /deps/__outer_graphs/src
     RUN set -ex && \
         for line in '[project]' \
                     'name = "graphs"' \
                     'version = "0.1"' \
                     '[tool.setuptools.package-data]' \
                     '"*" = ["**/*"]'; do \
-            echo "$line" >> /deps/outer-graphs/pyproject.toml; \
+            echo "$line" >> /deps/__outer_graphs/pyproject.toml; \
         done
 
     RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 pip install --no-cache-dir -c /api/constraints.txt -e /deps/*
 
-    ENV LANGSERVE_GRAPHS='{"agent": "/deps/outer-graphs/src/agent.py:graph", "storm": "/deps/outer-graphs/src/storm.py:graph"}'
+    ENV LANGSERVE_GRAPHS='{"agent": "/deps/__outer_graphs/src/agent.py:graph", "storm": "/deps/__outer_graphs/src/storm.py:graph"}'
     ```
 
     ???+ note "Updating your langgraph.json file"

docs/docs/concepts/low_level.md

@@ -1040,7 +1040,7 @@ def node_a(state: State, runtime: Runtime[ContextSchema]):
     ...
 ```
 
-See [this guide](../how-tos/graph-api.md#add-runtime-configuration) for a full breakdown on configuration.
+See [this guide](../how-tos/graph-api.ipynb#add-runtime-configuration) for a full breakdown on configuration.
 :::
 
 :::js

docs/docs/concepts/memory.md

@@ -134,7 +134,7 @@ def update_instructions(state: State, store: BaseStore):
     namespace = ("instructions",)
     current_instructions = store.search(namespace)[0]
     # Memory logic
-    prompt = prompt_template.format(instructions=current_instructions.value["instructions"], conversation=state["messages"])
+    prompt = prompt_template.format(instructions=instructions.value["instructions"], conversation=state["messages"])
     output = llm.invoke(prompt)
     new_instructions = output['new_instructions']
     store.put(("agent_instructions",), "agent_a", {"instructions": new_instructions})
@@ -278,4 +278,4 @@ const items = await store.search(
 ```
 :::
 
-For more information about the memory store, see the [Persistence](persistence.md#memory-store) guide.
+For more information about the memory store, see the [Persistence](persistence.md#memory-store) guide.

docs/docs/concepts/multi_agent.md

@@ -897,5 +897,5 @@ There are two high-level approaches to achieve that:
 
 An agent might need to have a different state schema from the rest of the agents. For example, a search agent might only need to keep track of queries and retrieved documents. There are two ways to achieve this in LangGraph:
 
-- Define [subgraph](./subgraphs.md) agents with a separate state schema. If there are no shared state keys (channels) between the subgraph and the parent graph, it's important to [add input / output transformations](../how-tos/subgraph.md#different-state-schemas) so that the parent graph knows how to communicate with the subgraphs.
-- Define agent node functions with a [private input state schema](../how-tos/graph-api.md#pass-private-state-between-nodes) that is distinct from the overall graph state schema. This allows passing information that is only needed for executing that particular agent.
+- Define [subgraph](./subgraphs.md) agents with a separate state schema. If there are no shared state keys (channels) between the subgraph and the parent graph, it's important to [add input / output transformations](../how-tos/subgraph.ipynb#different-state-schemas) so that the parent graph knows how to communicate with the subgraphs.
+- Define agent node functions with a [private input state schema](../how-tos/graph-api.ipynb#pass-private-state-between-nodes) that is distinct from the overall graph state schema. This allows passing information that is only needed for executing that particular agent.

docs/docs/how-tos/graph-api.md

@@ -1019,7 +1019,7 @@ console.log(await graph.invoke({}, { configurable: { myRuntimeValue: "b" } }));
     # Usage
     input_message = {"role": "user", "content": "hi"}
     # With no configuration, uses default (Anthropic)
-    response_1 = graph.invoke({"messages": [input_message]}, context=ContextSchema())["messages"][-1]
+    response_1 = graph.invoke({"messages": [input_message]})["messages"][-1]
     # Or, can set OpenAI
     response_2 = graph.invoke({"messages": [input_message]}, context={"model_provider": "openai"})["messages"][-1]
 
@@ -1205,7 +1205,7 @@ There are many use cases where you may wish for your node to have a custom retry
 To configure a retry policy, pass the `retry_policy` parameter to the [add_node](../reference/graphs.md#langgraph.graph.state.StateGraph.add_node). The `retry_policy` parameter takes in a `RetryPolicy` named tuple object. Below we instantiate a `RetryPolicy` object with the default parameters and associate it with a node:
 
 ```python
-from langgraph.types import RetryPolicy
+from langgraph.pregel import RetryPolicy
 
 builder.add_node(
     "node_name",
@@ -1260,7 +1260,7 @@ By default, the retry policy retries on any exception except for the following:
     from typing_extensions import TypedDict
     from langchain.chat_models import init_chat_model
     from langgraph.graph import END, MessagesState, StateGraph, START
-    from langgraph.types import RetryPolicy
+    from langgraph.pregel import RetryPolicy
     from langchain_community.utilities import SQLDatabase
     from langchain_core.messages import AIMessage
 
@@ -1422,15 +1422,15 @@ const builder = new StateGraph(State)
 :::
 
 ??? info "Why split application steps into a sequence with LangGraph?"
-    LangGraph makes it easy to add an underlying persistence layer to your application.
-    This allows state to be checkpointed in between the execution of nodes, so your LangGraph nodes govern:
+LangGraph makes it easy to add an underlying persistence layer to your application.
+This allows state to be checkpointed in between the execution of nodes, so your LangGraph nodes govern:
 
-- How state updates are [checkpointed](../concepts/persistence.md)
-- How interruptions are resumed in [human-in-the-loop](../concepts/human_in_the_loop.md) workflows
-- How we can "rewind" and branch-off executions using LangGraph's [time travel](../concepts/time-travel.md) features
+    - How state updates are [checkpointed](../concepts/persistence.md)
+    - How interruptions are resumed in [human-in-the-loop](../concepts/human_in_the_loop.md) workflows
+    - How we can "rewind" and branch-off executions using LangGraph's [time travel](../concepts/time-travel.md) features
 
-They also determine how execution steps are [streamed](../concepts/streaming.md), and how your application is visualized
-and debugged using [LangGraph Studio](../concepts/langgraph_studio.md).
+    They also determine how execution steps are [streamed](../concepts/streaming.md), and how your application is visualized
+    and debugged using [LangGraph Studio](../concepts/langgraph_studio.md).
 
 Let's demonstrate an end-to-end example. We will create a sequence of three steps:
 
@@ -2110,6 +2110,7 @@ builder.add_edge(START, "generate_topics")
 builder.add_conditional_edges("generate_topics", continue_to_jokes, ["generate_joke"])
 builder.add_edge("generate_joke", "best_joke")
 builder.add_edge("best_joke", END)
+builder.add_edge("generate_topics", END)
 graph = builder.compile()
 ```
 
@@ -2332,7 +2333,7 @@ from IPython.display import Image, display
 display(Image(graph.get_graph().draw_mermaid_png()))
 ```
 
-![Simple loop graph](assets/graph_api_image_7.png)
+![Simple loop graph](assets/graph_api_image_3.png)
 :::
 
 :::js
@@ -3271,7 +3272,7 @@ from langchain_core.runnables.graph import CurveStyle, MermaidDrawMethod, NodeSt
 display(Image(app.get_graph().draw_mermaid_png()))
 ```
 
-![Fractal graph visualization](assets/graph_api_image_10.png)
+![Fractal graph visualization](assets/graph_api_image_5.png)
 
 **Using Mermaid + Pyppeteer**
 
@@ -3319,4 +3320,4 @@ const imageBuffer = new Uint8Array(await image.arrayBuffer());
 
 await fs.writeFile("graph.png", imageBuffer);
 ```
-:::
+:::

docs/docs/how-tos/human_in_the_loop/add-human-in-the-loop.md

@@ -366,8 +366,8 @@ result = graph.invoke(
 
 # Resume with mapping of interrupt IDs to values
 resume_map = {
-    i.id: f"edited text for {i.value['text_to_revise']}"
-    for i in graph.get_state(config).interrupts
+    i.interrupt_id: f"human input for prompt {i.value}"
+    for i in parent.get_state(thread_config).interrupts
 }
 print(graph.invoke(Command(resume=resume_map), config=config))
 # > {'text_1': 'edited text for original text 1', 'text_2': 'edited text for original text 2'}

docs/docs/tutorials/workflows.md

@@ -1948,7 +1948,7 @@ const llmWithTools = llm.bindTools(tools);
 
 
     # Conditional edge function to route to the tool node or end based upon whether the LLM made a tool call
-    def should_continue(state: MessagesState) -> Literal["Action", END]:
+    def should_continue(state: MessagesState) -> Literal["environment", END]:
         """Decide if we should continue the loop or stop based upon whether the LLM made a tool call"""
 
         messages = state["messages"]

docs/overrides/main.html

@@ -291,7 +291,7 @@ j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=
     }
 
     .md-banner {
-      background-color: #FFAE42;
+      background-color: #CFC9FA;
       color: #000000;
     }
 
@@ -360,5 +360,5 @@ j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=
 {% endblock %}
 
 {% block announce %}
-These docs will be deprecated and removed with the release of LangGraph v1.0 in October 2025. <a href="https://docs.langchain.com/oss/python/langgraph/overview" target="_blank">Visit the v1.0 alpha docs</a>
+Our new LangChain Academy Course Deep Research with LangGraph is now live! <a href="https://academy.langchain.com/courses/deep-research-with-langgraph/?utm_medium=internal&utm_source=docs&utm_campaign=q3-2025_deep-research-course_co" target="_blank">Enroll for free</a>.
 {% endblock %}

examples/persistence_postgres.ipynb

@@ -5,7 +5,7 @@
    "id": "18526f23",
    "metadata": {},
    "source": [
-    "This file has been moved to https://github.com/langchain-ai/langgraph/blob/main/docs/docs/how-tos/memory/add-memory.md"
+    "This file has been moved to https://github.com/langchain-ai/langgraph/blob/main/docs/docs/how-tos/persistence_postgres.ipynb"
    ]
   }
  ],

examples/rag/langgraph_crag_local.ipynb

@@ -707,9 +707,7 @@
     "    \"\"\"\n",
     "    Find all tool calls in the messages returned\n",
     "    \"\"\"\n",
-    "    tool_calls = [\n",
-    "        tc[\"name\"] for m in messages[\"messages\"] for tc in getattr(m, \"tool_calls\", [])\n",
-    "    ]\n",
+    "    tool_calls = [tc['name'] for m in messages['messages'] for tc in getattr(m, 'tool_calls', [])]\n",
     "    return tool_calls\n",
     "\n",
     "\n",

libs/checkpoint-postgres/langgraph/checkpoint/postgres/__init__.py

@@ -7,6 +7,11 @@ from contextlib import contextmanager
 from typing import Any
 
 from langchain_core.runnables import RunnableConfig
+from psycopg import Capabilities, Connection, Cursor, Pipeline
+from psycopg.rows import DictRow, dict_row
+from psycopg.types.json import Jsonb
+from psycopg_pool import ConnectionPool
+
 from langgraph.checkpoint.base import (
     WRITES_IDX_MAP,
     ChannelVersions,
@@ -16,15 +21,10 @@ from langgraph.checkpoint.base import (
     get_checkpoint_id,
     get_checkpoint_metadata,
 )
-from langgraph.checkpoint.serde.base import SerializerProtocol
-from psycopg import Capabilities, Connection, Cursor, Pipeline
-from psycopg.rows import DictRow, dict_row
-from psycopg.types.json import Jsonb
-from psycopg_pool import ConnectionPool
-
 from langgraph.checkpoint.postgres import _internal
 from langgraph.checkpoint.postgres.base import BasePostgresSaver
 from langgraph.checkpoint.postgres.shallow import ShallowPostgresSaver
+from langgraph.checkpoint.serde.base import SerializerProtocol
 
 Conn = _internal.Conn  # For backward compatibility
 

libs/checkpoint-postgres/langgraph/checkpoint/postgres/aio.py

@@ -7,6 +7,11 @@ from contextlib import asynccontextmanager
 from typing import Any
 
 from langchain_core.runnables import RunnableConfig
+from psycopg import AsyncConnection, AsyncCursor, AsyncPipeline, Capabilities
+from psycopg.rows import DictRow, dict_row
+from psycopg.types.json import Jsonb
+from psycopg_pool import AsyncConnectionPool
+
 from langgraph.checkpoint.base import (
     WRITES_IDX_MAP,
     ChannelVersions,
@@ -16,15 +21,10 @@ from langgraph.checkpoint.base import (
     get_checkpoint_id,
     get_checkpoint_metadata,
 )
-from langgraph.checkpoint.serde.base import SerializerProtocol
-from psycopg import AsyncConnection, AsyncCursor, AsyncPipeline, Capabilities
-from psycopg.rows import DictRow, dict_row
-from psycopg.types.json import Jsonb
-from psycopg_pool import AsyncConnectionPool
-
 from langgraph.checkpoint.postgres import _ainternal
 from langgraph.checkpoint.postgres.base import BasePostgresSaver
 from langgraph.checkpoint.postgres.shallow import AsyncShallowPostgresSaver
+from langgraph.checkpoint.serde.base import SerializerProtocol
 
 Conn = _ainternal.Conn  # For backward compatibility
 

libs/checkpoint-postgres/langgraph/checkpoint/postgres/base.py

@@ -5,6 +5,8 @@ from collections.abc import Sequence
 from typing import Any, Optional, cast
 
 from langchain_core.runnables import RunnableConfig
+from psycopg.types.json import Jsonb
+
 from langgraph.checkpoint.base import (
     WRITES_IDX_MAP,
     BaseCheckpointSaver,
@@ -12,7 +14,6 @@ from langgraph.checkpoint.base import (
     get_checkpoint_id,
 )
 from langgraph.checkpoint.serde.types import TASKS
-from psycopg.types.json import Jsonb
 
 MetadataInput = Optional[dict[str, Any]]
 

libs/checkpoint-postgres/langgraph/checkpoint/postgres/shallow.py

@@ -6,16 +6,6 @@ from contextlib import asynccontextmanager, contextmanager
 from typing import Any, Optional
 
 from langchain_core.runnables import RunnableConfig
-from langgraph.checkpoint.base import (
-    WRITES_IDX_MAP,
-    ChannelVersions,
-    Checkpoint,
-    CheckpointMetadata,
-    CheckpointTuple,
-    get_checkpoint_metadata,
-)
-from langgraph.checkpoint.serde.base import SerializerProtocol
-from langgraph.checkpoint.serde.types import TASKS
 from psycopg import (
     AsyncConnection,
     AsyncCursor,
@@ -29,8 +19,18 @@ from psycopg.rows import DictRow, dict_row
 from psycopg.types.json import Jsonb
 from psycopg_pool import AsyncConnectionPool, ConnectionPool
 
+from langgraph.checkpoint.base import (
+    WRITES_IDX_MAP,
+    ChannelVersions,
+    Checkpoint,
+    CheckpointMetadata,
+    CheckpointTuple,
+    get_checkpoint_metadata,
+)
 from langgraph.checkpoint.postgres import _ainternal, _internal
 from langgraph.checkpoint.postgres.base import BasePostgresSaver
+from langgraph.checkpoint.serde.base import SerializerProtocol
+from langgraph.checkpoint.serde.types import TASKS
 
 """
 To add a new migration, add a new string to the MIGRATIONS list.

libs/checkpoint-postgres/langgraph/store/postgres/__init__.py

@@ -1,4 +1,4 @@
 from langgraph.store.postgres.aio import AsyncPostgresStore
-from langgraph.store.postgres.base import PoolConfig, PostgresStore
+from langgraph.store.postgres.base import PostgresStore
 
-__all__ = ["AsyncPostgresStore", "PoolConfig", "PostgresStore"]
+__all__ = ["AsyncPostgresStore", "PostgresStore"]

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

@@ -8,6 +8,11 @@ from types import TracebackType
 from typing import Any, Callable, cast
 
 import orjson
+from psycopg import AsyncConnection, AsyncCursor, AsyncPipeline, Capabilities
+from psycopg.rows import DictRow, dict_row
+from psycopg_pool import AsyncConnectionPool
+
+from langgraph.checkpoint.postgres import _ainternal
 from langgraph.store.base import (
     GetOp,
     ListNamespacesOp,
@@ -17,11 +22,6 @@ from langgraph.store.base import (
     SearchOp,
 )
 from langgraph.store.base.batch import AsyncBatchedBaseStore
-from psycopg import AsyncConnection, AsyncCursor, AsyncPipeline, Capabilities
-from psycopg.rows import DictRow, dict_row
-from psycopg_pool import AsyncConnectionPool
-
-from langgraph.checkpoint.postgres import _ainternal
 from langgraph.store.postgres.base import (
     PLACEHOLDER,
     BasePostgresStore,

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

@@ -22,6 +22,14 @@ from typing import (
 )
 
 import orjson
+from psycopg import Capabilities, Connection, Cursor, Pipeline
+from psycopg.rows import DictRow, dict_row
+from psycopg.types.json import Jsonb
+from psycopg_pool import ConnectionPool
+from typing_extensions import TypedDict
+
+from langgraph.checkpoint.postgres import _ainternal as _ainternal
+from langgraph.checkpoint.postgres import _internal as _pg_internal
 from langgraph.store.base import (
     BaseStore,
     GetOp,
@@ -38,14 +46,6 @@ from langgraph.store.base import (
     get_text_at_path,
     tokenize_path,
 )
-from psycopg import Capabilities, Connection, Cursor, Pipeline
-from psycopg.rows import DictRow, dict_row
-from psycopg.types.json import Jsonb
-from psycopg_pool import ConnectionPool
-from typing_extensions import TypedDict
-
-from langgraph.checkpoint.postgres import _ainternal as _ainternal
-from langgraph.checkpoint.postgres import _internal as _pg_internal
 
 if TYPE_CHECKING:
     from langchain_core.embeddings import Embeddings

libs/checkpoint-postgres/tests/test_async.py

@@ -6,6 +6,10 @@ from uuid import uuid4
 
 import pytest
 from langchain_core.runnables import RunnableConfig
+from psycopg import AsyncConnection
+from psycopg.rows import dict_row
+from psycopg_pool import AsyncConnectionPool
+
 from langgraph.checkpoint.base import (
     EXCLUDED_METADATA_KEYS,
     Checkpoint,
@@ -13,15 +17,11 @@ from langgraph.checkpoint.base import (
     create_checkpoint,
     empty_checkpoint,
 )
-from langgraph.checkpoint.serde.types import TASKS
-from psycopg import AsyncConnection
-from psycopg.rows import dict_row
-from psycopg_pool import AsyncConnectionPool
-
 from langgraph.checkpoint.postgres.aio import (
     AsyncPostgresSaver,
     AsyncShallowPostgresSaver,
 )
+from langgraph.checkpoint.serde.types import TASKS
 from tests.conftest import DEFAULT_POSTGRES_URI
 
 

libs/checkpoint-postgres/tests/test_async_store.py

@@ -12,6 +12,8 @@ from typing import Any
 
 import pytest
 from langchain_core.embeddings import Embeddings
+from psycopg import AsyncConnection
+
 from langgraph.store.base import (
     GetOp,
     Item,
@@ -19,8 +21,6 @@ from langgraph.store.base import (
     PutOp,
     SearchOp,
 )
-from psycopg import AsyncConnection
-
 from langgraph.store.postgres import AsyncPostgresStore
 from tests.conftest import (
     DEFAULT_URI,

libs/checkpoint-postgres/tests/test_store.py

@@ -9,6 +9,8 @@ from uuid import uuid4
 
 import pytest
 from langchain_core.embeddings import Embeddings
+from psycopg import Connection
+
 from langgraph.store.base import (
     GetOp,
     Item,
@@ -17,8 +19,6 @@ from langgraph.store.base import (
     PutOp,
     SearchOp,
 )
-from psycopg import Connection
-
 from langgraph.store.postgres import PostgresStore
 from tests.conftest import (
     DEFAULT_URI,
@@ -861,41 +861,3 @@ def test_store_ttl(store):
     # Now has been (TTL_SECONDS-2)*2 > TTL_SECONDS + TTL_SECONDS/2
     res = store.search(ns, query="bar", refresh_ttl=False)
     assert len(res) == 0
-
-
-@pytest.mark.parametrize(
-    "vector_type,distance_type",
-    [
-        ("vector", "cosine"),
-        ("vector", "inner_product"),
-        ("halfvec", "cosine"),
-        ("halfvec", "inner_product"),
-    ],
-)
-def test_non_ascii(
-    request: Any,
-    fake_embeddings: CharacterEmbeddings,
-    vector_type: str,
-    distance_type: str,
-) -> None:
-    """Test support for non-ascii characters"""
-    with _create_vector_store(vector_type, distance_type, fake_embeddings) as store:
-        store.put(("user_123", "memories"), "1", {"text": "这是中文"})  # Chinese
-        store.put(
-            ("user_123", "memories"), "2", {"text": "これは日本語です"}
-        )  # Japanese
-        store.put(("user_123", "memories"), "3", {"text": "이건 한국어야"})  # Korean
-        store.put(("user_123", "memories"), "4", {"text": "Это русский"})  # Russian
-        store.put(("user_123", "memories"), "5", {"text": "यह रूसी है"})  # Hindi
-
-        result1 = store.search(("user_123", "memories"), query="这是中文")
-        result2 = store.search(("user_123", "memories"), query="これは日本語です")
-        result3 = store.search(("user_123", "memories"), query="이건 한국어야")
-        result4 = store.search(("user_123", "memories"), query="Это русский")
-        result5 = store.search(("user_123", "memories"), query="यह रूसी है")
-
-        assert result1[0].key == "1"
-        assert result2[0].key == "2"
-        assert result3[0].key == "3"
-        assert result4[0].key == "4"
-        assert result5[0].key == "5"

libs/checkpoint-postgres/tests/test_sync.py

@@ -7,6 +7,10 @@ from uuid import uuid4
 
 import pytest
 from langchain_core.runnables import RunnableConfig
+from psycopg import Connection
+from psycopg.rows import dict_row
+from psycopg_pool import ConnectionPool
+
 from langgraph.checkpoint.base import (
     EXCLUDED_METADATA_KEYS,
     Checkpoint,
@@ -14,12 +18,8 @@ from langgraph.checkpoint.base import (
     create_checkpoint,
     empty_checkpoint,
 )
-from langgraph.checkpoint.serde.types import TASKS
-from psycopg import Connection
-from psycopg.rows import dict_row
-from psycopg_pool import ConnectionPool
-
 from langgraph.checkpoint.postgres import PostgresSaver, ShallowPostgresSaver
+from langgraph.checkpoint.serde.types import TASKS
 from tests.conftest import DEFAULT_POSTGRES_URI
 
 

libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/__init__.py

@@ -8,6 +8,7 @@ from contextlib import closing, contextmanager
 from typing import Any, cast
 
 from langchain_core.runnables import RunnableConfig
+
 from langgraph.checkpoint.base import (
     WRITES_IDX_MAP,
     BaseCheckpointSaver,
@@ -20,7 +21,6 @@ from langgraph.checkpoint.base import (
     get_checkpoint_metadata,
 )
 from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer
-
 from langgraph.checkpoint.sqlite.utils import search_where
 
 _AIO_ERROR_MSG = (

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

@@ -8,6 +8,7 @@ from typing import Any, Callable, TypeVar, cast
 
 import aiosqlite
 from langchain_core.runnables import RunnableConfig
+
 from langgraph.checkpoint.base import (
     WRITES_IDX_MAP,
     BaseCheckpointSaver,
@@ -20,7 +21,6 @@ from langgraph.checkpoint.base import (
     get_checkpoint_metadata,
 )
 from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer
-
 from langgraph.checkpoint.sqlite.utils import search_where
 
 T = TypeVar("T", bound=Callable)

libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/utils.py

@@ -5,6 +5,7 @@ from collections.abc import Sequence
 from typing import Any
 
 from langchain_core.runnables import RunnableConfig
+
 from langgraph.checkpoint.base import get_checkpoint_id
 
 

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

@@ -11,6 +11,7 @@ from typing import Any, Callable, cast
 import aiosqlite
 import orjson
 import sqlite_vec  # type: ignore[import-untyped]
+
 from langgraph.store.base import (
     GetOp,
     ListNamespacesOp,
@@ -21,7 +22,6 @@ from langgraph.store.base import (
     TTLConfig,
 )
 from langgraph.store.base.batch import AsyncBatchedBaseStore
-
 from langgraph.store.sqlite.base import (
     _PLACEHOLDER,
     BaseSqliteStore,

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

@@ -13,6 +13,7 @@ from typing import Any, Callable, Literal, NamedTuple, cast
 
 import orjson
 import sqlite_vec  # type: ignore[import-untyped]
+
 from langgraph.store.base import (
     BaseStore,
     GetOp,

libs/checkpoint-sqlite/tests/test_aiosqlite.py

@@ -2,13 +2,13 @@ from typing import Any
 
 import pytest
 from langchain_core.runnables import RunnableConfig
+
 from langgraph.checkpoint.base import (
     Checkpoint,
     CheckpointMetadata,
     create_checkpoint,
     empty_checkpoint,
 )
-
 from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver
 
 

libs/checkpoint-sqlite/tests/test_async_store.py

@@ -8,6 +8,7 @@ from contextlib import asynccontextmanager
 from typing import Optional, Union, cast
 
 import pytest
+
 from langgraph.store.base import (
     GetOp,
     Item,
@@ -15,7 +16,6 @@ from langgraph.store.base import (
     PutOp,
     SearchOp,
 )
-
 from langgraph.store.sqlite import AsyncSqliteStore
 from langgraph.store.sqlite.base import SqliteIndexConfig
 from tests.test_store import CharacterEmbeddings

libs/checkpoint-sqlite/tests/test_sqlite.py

@@ -2,13 +2,13 @@ from typing import Any, cast
 
 import pytest
 from langchain_core.runnables import RunnableConfig
+
 from langgraph.checkpoint.base import (
     Checkpoint,
     CheckpointMetadata,
     create_checkpoint,
     empty_checkpoint,
 )
-
 from langgraph.checkpoint.sqlite import SqliteSaver
 from langgraph.checkpoint.sqlite.utils import _metadata_predicate, search_where
 

libs/checkpoint-sqlite/tests/test_store.py

@@ -9,6 +9,7 @@ from typing import Any, Literal, Optional, Union, cast
 
 import pytest
 from langchain_core.embeddings import Embeddings
+
 from langgraph.store.base import (
     GetOp,
     Item,
@@ -17,7 +18,6 @@ from langgraph.store.base import (
     PutOp,
     SearchOp,
 )
-
 from langgraph.store.sqlite import SqliteStore
 from langgraph.store.sqlite.base import SqliteIndexConfig
 
@@ -1067,31 +1067,3 @@ def test_sql_injection_vulnerability(store: SqliteStore) -> None:
 
     with pytest.raises(ValueError, match="Invalid filter key"):
         store.search(("docs",), filter={malicious_key: "dummy"})
-
-
-@pytest.mark.parametrize("distance_type", VECTOR_TYPES)
-def test_non_ascii(
-    fake_embeddings: CharacterEmbeddings,
-    distance_type: str,
-) -> None:
-    """Test support for non-ascii characters"""
-    with create_vector_store(fake_embeddings, distance_type=distance_type) as store:
-        store.put(("user_123", "memories"), "1", {"text": "这是中文"})  # Chinese
-        store.put(
-            ("user_123", "memories"), "2", {"text": "これは日本語です"}
-        )  # Japanese
-        store.put(("user_123", "memories"), "3", {"text": "이건 한국어야"})  # Korean
-        store.put(("user_123", "memories"), "4", {"text": "Это русский"})  # Russian
-        store.put(("user_123", "memories"), "5", {"text": "यह रूसी है"})  # Hindi
-
-        result1 = store.search(("user_123", "memories"), query="这是中文")
-        result2 = store.search(("user_123", "memories"), query="これは日本語です")
-        result3 = store.search(("user_123", "memories"), query="이건 한국어야")
-        result4 = store.search(("user_123", "memories"), query="Это русский")
-        result5 = store.search(("user_123", "memories"), query="यह रूसी है")
-
-        assert result1[0].key == "1"
-        assert result2[0].key == "2"
-        assert result3[0].key == "3"
-        assert result4[0].key == "4"
-        assert result5[0].key == "5"

libs/checkpoint-sqlite/tests/test_ttl.py

@@ -7,7 +7,6 @@ import time
 from collections.abc import Generator
 
 import pytest
-from langgraph.store.base import TTLConfig
 
 from langgraph.store.sqlite import SqliteStore
 from langgraph.store.sqlite.aio import AsyncSqliteStore
@@ -94,13 +93,9 @@ def test_ttl_sweeper(temp_db_file: str) -> None:
     ttl_seconds = 2
     ttl_minutes = ttl_seconds / 60
 
-    ttl_config: TTLConfig = {
-        "default_ttl": ttl_minutes,
-        "sweep_interval_minutes": ttl_minutes / 2,
-    }
     with SqliteStore.from_conn_string(
         temp_db_file,
-        ttl=ttl_config,
+        ttl={"default_ttl": ttl_minutes, "sweep_interval_minutes": ttl_minutes / 2},
     ) as store:
         store.setup()
 
@@ -303,14 +298,9 @@ async def test_async_ttl_sweeper(temp_db_file: str) -> None:
     ttl_seconds = 2
     ttl_minutes = ttl_seconds / 60
 
-    ttl_config: TTLConfig = {
-        "default_ttl": ttl_minutes,
-        "sweep_interval_minutes": ttl_minutes / 2,
-    }
-
     async with AsyncSqliteStore.from_conn_string(
         temp_db_file,
-        ttl=ttl_config,
+        ttl={"default_ttl": ttl_minutes, "sweep_interval_minutes": ttl_minutes / 2},
     ) as store:
         await store.setup()
 

libs/checkpoint-sqlite/uv.lock

@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 2
 requires-python = ">=3.9"
 
 [[package]]
@@ -25,7 +25,7 @@ wheels = [
 
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+version = "4.9.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -33,102 +33,161 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
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 wheels = [
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libs/checkpoint/langgraph/store/base/embed.py

@@ -238,7 +238,7 @@ def get_text_at_path(obj: Any, path: str | list[str]) -> list[str]:
         - Nested paths in multi-field: "{field1,nested.field2}"
     """
     if not path or path == "$":
-        return [json.dumps(obj, sort_keys=True, ensure_ascii=False)]
+        return [json.dumps(obj, sort_keys=True)]
 
     tokens = tokenize_path(path) if isinstance(path, str) else path
 
@@ -249,7 +249,7 @@ def get_text_at_path(obj: Any, path: str | list[str]) -> list[str]:
             elif obj is None:
                 return []
             elif isinstance(obj, (list, dict)):
-                return [json.dumps(obj, sort_keys=True, ensure_ascii=False)]
+                return [json.dumps(obj, sort_keys=True)]
             return []
 
         token = tokens[pos]
@@ -295,11 +295,7 @@ def get_text_at_path(obj: Any, path: str | list[str]) -> list[str]:
                         if isinstance(current_obj, (str, int, float, bool)):
                             results.append(str(current_obj))
                         elif isinstance(current_obj, (list, dict)):
-                            results.append(
-                                json.dumps(
-                                    current_obj, sort_keys=True, ensure_ascii=False
-                                )
-                            )
+                            results.append(json.dumps(current_obj, sort_keys=True))
 
         # Handle wildcard
         elif token == "*":

libs/checkpoint/tests/test_redis_cache.py

@@ -5,13 +5,12 @@ import time
 import pytest
 import redis
 
-from langgraph.cache.base import FullKey
 from langgraph.cache.redis import RedisCache
 
 
 class TestRedisCache:
     @pytest.fixture(autouse=True)
-    def setup(self) -> None:
+    def setup(self):
         """Set up test Redis client and cache."""
         self.client = redis.Redis(
             host="localhost", port=6379, db=0, decode_responses=False
@@ -21,21 +20,21 @@ class TestRedisCache:
         except redis.ConnectionError:
             pytest.skip("Redis server not available")
 
-        self.cache: RedisCache = RedisCache(self.client, prefix="test:cache:")
+        self.cache = RedisCache(self.client, prefix="test:cache:")
 
         # Clean up before each test
         self.client.flushdb()
 
-    def teardown_method(self) -> None:
+    def teardown_method(self):
         """Clean up after each test."""
         try:
             self.client.flushdb()
         except Exception:
             pass
 
-    def test_basic_set_and_get(self) -> None:
+    def test_basic_set_and_get(self):
         """Test basic set and get operations."""
-        keys: list[FullKey] = [(("graph", "node"), "key1")]
+        keys = [(("graph", "node"), "key1")]
         values = {keys[0]: ({"result": 42}, None)}
 
         # Set value
@@ -46,9 +45,9 @@ class TestRedisCache:
         assert len(result) == 1
         assert result[keys[0]] == {"result": 42}
 
-    def test_batch_operations(self) -> None:
+    def test_batch_operations(self):
         """Test batch set and get operations."""
-        keys: list[FullKey] = [
+        keys = [
             (("graph", "node1"), "key1"),
             (("graph", "node2"), "key2"),
             (("other", "node"), "key3"),
@@ -69,9 +68,9 @@ class TestRedisCache:
         assert result[keys[1]] == {"result": 2}
         assert result[keys[2]] == {"result": 3}
 
-    def test_ttl_behavior(self) -> None:
+    def test_ttl_behavior(self):
         """Test TTL (time-to-live) functionality."""
-        key: FullKey = (("graph", "node"), "ttl_key")
+        key = (("graph", "node"), "ttl_key")
         values = {key: ({"data": "expires_soon"}, 1)}  # 1 second TTL
 
         # Set with TTL
@@ -89,10 +88,10 @@ class TestRedisCache:
         result = self.cache.get([key])
         assert len(result) == 0
 
-    def test_namespace_isolation(self) -> None:
+    def test_namespace_isolation(self):
         """Test that different namespaces are isolated."""
-        key1: FullKey = (("graph1", "node"), "same_key")
-        key2: FullKey = (("graph2", "node"), "same_key")
+        key1 = (("graph1", "node"), "same_key")
+        key2 = (("graph2", "node"), "same_key")
 
         values = {key1: ({"graph": 1}, None), key2: ({"graph": 2}, None)}
 
@@ -102,12 +101,9 @@ class TestRedisCache:
         assert result[key1] == {"graph": 1}
         assert result[key2] == {"graph": 2}
 
-    def test_clear_all(self) -> None:
+    def test_clear_all(self):
         """Test clearing all cached values."""
-        keys: list[FullKey] = [
-            (("graph", "node1"), "key1"),
-            (("graph", "node2"), "key2"),
-        ]
+        keys = [(("graph", "node1"), "key1"), (("graph", "node2"), "key2")]
         values = {keys[0]: ({"result": 1}, None), keys[1]: ({"result": 2}, None)}
 
         self.cache.set(values)
@@ -123,9 +119,9 @@ class TestRedisCache:
         result = self.cache.get(keys)
         assert len(result) == 0
 
-    def test_clear_by_namespace(self) -> None:
+    def test_clear_by_namespace(self):
         """Test clearing cached values by namespace."""
-        keys: list[FullKey] = [
+        keys = [
             (("graph1", "node"), "key1"),
             (("graph2", "node"), "key2"),
             (("graph1", "other"), "key3"),
@@ -146,7 +142,7 @@ class TestRedisCache:
         assert len(result) == 1
         assert result[keys[1]] == {"result": 2}
 
-    def test_empty_operations(self) -> None:
+    def test_empty_operations(self):
         """Test behavior with empty keys/values."""
         # Empty get
         result = self.cache.get([])
@@ -155,14 +151,14 @@ class TestRedisCache:
         # Empty set
         self.cache.set({})  # Should not raise error
 
-    def test_nonexistent_keys(self) -> None:
+    def test_nonexistent_keys(self):
         """Test getting keys that don't exist."""
-        keys: list[FullKey] = [(("graph", "node"), "nonexistent")]
+        keys = [(("graph", "node"), "nonexistent")]
         result = self.cache.get(keys)
         assert len(result) == 0
 
     @pytest.mark.asyncio
-    async def test_async_operations(self) -> None:
+    async def test_async_operations(self):
         """Test async set and get operations with sync Redis client."""
         # Create sync Redis client and cache (like main integration tests)
         client = redis.Redis(host="localhost", port=6379, db=1, decode_responses=False)
@@ -171,9 +167,9 @@ class TestRedisCache:
         except Exception:
             pytest.skip("Redis not available")
 
-        cache: RedisCache = RedisCache(client, prefix="test:async:")
+        cache = RedisCache(client, prefix="test:async:")
 
-        keys: list[FullKey] = [(("graph", "node"), "async_key")]
+        keys = [(("graph", "node"), "async_key")]
         values = {keys[0]: ({"async": True}, None)}
 
         # Async set (delegates to sync)
@@ -188,7 +184,7 @@ class TestRedisCache:
         client.flushdb()
 
     @pytest.mark.asyncio
-    async def test_async_clear(self) -> None:
+    async def test_async_clear(self):
         """Test async clear operations with sync Redis client."""
         # Create sync Redis client and cache (like main integration tests)
         client = redis.Redis(host="localhost", port=6379, db=1, decode_responses=False)
@@ -197,9 +193,9 @@ class TestRedisCache:
         except Exception:
             pytest.skip("Redis not available")
 
-        cache: RedisCache = RedisCache(client, prefix="test:async:")
+        cache = RedisCache(client, prefix="test:async:")
 
-        keys: list[FullKey] = [(("graph", "node"), "key")]
+        keys = [(("graph", "node"), "key")]
         values = {keys[0]: ({"data": "test"}, None)}
 
         await cache.aset(values)
@@ -218,44 +214,44 @@ class TestRedisCache:
         # Cleanup
         client.flushdb()
 
-    def test_redis_unavailable_get(self) -> None:
+    def test_redis_unavailable_get(self):
         """Test behavior when Redis is unavailable during get operations."""
         # Create cache with non-existent Redis server
         bad_client = redis.Redis(
             host="nonexistent", port=9999, socket_connect_timeout=0.1
         )
-        cache: RedisCache = RedisCache(bad_client, prefix="test:cache:")
+        cache = RedisCache(bad_client, prefix="test:cache:")
 
-        keys: list[FullKey] = [(("graph", "node"), "key")]
+        keys = [(("graph", "node"), "key")]
         result = cache.get(keys)
 
         # Should return empty dict when Redis unavailable
         assert result == {}
 
-    def test_redis_unavailable_set(self) -> None:
+    def test_redis_unavailable_set(self):
         """Test behavior when Redis is unavailable during set operations."""
         # Create cache with non-existent Redis server
         bad_client = redis.Redis(
             host="nonexistent", port=9999, socket_connect_timeout=0.1
         )
-        cache: RedisCache = RedisCache(bad_client, prefix="test:cache:")
+        cache = RedisCache(bad_client, prefix="test:cache:")
 
-        keys: list[FullKey] = [(("graph", "node"), "key")]
+        keys = [(("graph", "node"), "key")]
         values = {keys[0]: ({"data": "test"}, None)}
 
         # Should not raise exception when Redis unavailable
         cache.set(values)  # Should silently fail
 
     @pytest.mark.asyncio
-    async def test_redis_unavailable_async(self) -> None:
+    async def test_redis_unavailable_async(self):
         """Test async behavior when Redis is unavailable."""
         # Create sync cache with non-existent Redis server (like main integration tests)
         bad_client = redis.Redis(
             host="nonexistent", port=9999, socket_connect_timeout=0.1
         )
-        cache: RedisCache = RedisCache(bad_client, prefix="test:cache:")
+        cache = RedisCache(bad_client, prefix="test:cache:")
 
-        keys: list[FullKey] = [(("graph", "node"), "key")]
+        keys = [(("graph", "node"), "key")]
         values = {keys[0]: ({"data": "test"}, None)}
 
         # Should return empty dict for get (delegates to sync)
@@ -265,10 +261,10 @@ class TestRedisCache:
         # Should not raise exception for set (delegates to sync)
         await cache.aset(values)  # Should silently fail
 
-    def test_corrupted_data_handling(self) -> None:
+    def test_corrupted_data_handling(self):
         """Test handling of corrupted data in Redis."""
         # Set some valid data first
-        keys: list[FullKey] = [(("graph", "node"), "valid_key")]
+        keys = [(("graph", "node"), "valid_key")]
         values = {keys[0]: ({"data": "valid"}, None)}
         self.cache.set(values)
 
@@ -277,36 +273,33 @@ class TestRedisCache:
         self.client.set(corrupted_key, b"invalid:data:format:too:many:colons")
 
         # Should skip corrupted entry and return only valid ones
-        all_keys: list[FullKey] = [keys[0], (("graph", "node"), "corrupted_key")]
+        all_keys = [keys[0], (("graph", "node"), "corrupted_key")]
         result = self.cache.get(all_keys)
 
         assert len(result) == 1
         assert result[keys[0]] == {"data": "valid"}
 
-    def test_key_parsing_edge_cases(self) -> None:
+    def test_key_parsing_edge_cases(self):
         """Test key parsing with edge cases."""
         # Test empty namespace
-        key1: FullKey = ((), "empty_ns")
+        key1 = ((), "empty_ns")
         values = {key1: ({"data": "empty_ns"}, None)}
         self.cache.set(values)
         result = self.cache.get([key1])
         assert result[key1] == {"data": "empty_ns"}
 
         # Test namespace with special characters
-        key2: FullKey = (
-            ("graph:with:colons", "node-with-dashes"),
-            "key_with_underscores",
-        )
+        key2 = (("graph:with:colons", "node-with-dashes"), "key_with_underscores")
         values = {key2: ({"data": "special_chars"}, None)}
         self.cache.set(values)
         result = self.cache.get([key2])
         assert result[key2] == {"data": "special_chars"}
 
-    def test_large_data_serialization(self) -> None:
+    def test_large_data_serialization(self):
         """Test handling of large data objects."""
         # Create a large data structure
         large_data = {"large_list": list(range(1000)), "nested": {"data": "x" * 1000}}
-        key: FullKey = (("graph", "node"), "large_key")
+        key = (("graph", "node"), "large_key")
         values = {key: (large_data, None)}
 
         self.cache.set(values)

libs/checkpoint/tests/test_store.py

@@ -1021,27 +1021,3 @@ async def test_embed_with_path(fake_embeddings: CharacterEmbeddings) -> None:
     assert len(results) == 3
     doc5_result = next(r for r in results if r.key == "doc5")
     assert doc5_result.score is None
-
-
-def test_non_ascii(fake_embeddings: CharacterEmbeddings) -> None:
-    """Test support for non-ascii characters"""
-    store = InMemoryStore(
-        index={"dims": fake_embeddings.dims, "embed": fake_embeddings}
-    )
-    store.put(("user_123", "memories"), "1", {"text": "这是中文"})  # Chinese
-    store.put(("user_123", "memories"), "2", {"text": "これは日本語です"})  # Japanese
-    store.put(("user_123", "memories"), "3", {"text": "이건 한국어야"})  # Korean
-    store.put(("user_123", "memories"), "4", {"text": "Это русский"})  # Russian
-    store.put(("user_123", "memories"), "5", {"text": "यह रूसी है"})  # Hindi
-
-    result1 = store.search(("user_123", "memories"), query="这是中文")
-    result2 = store.search(("user_123", "memories"), query="これは日本語です")
-    result3 = store.search(("user_123", "memories"), query="이건 한국어야")
-    result4 = store.search(("user_123", "memories"), query="Это русский")
-    result5 = store.search(("user_123", "memories"), query="यह रूसी है")
-
-    assert result1[0].key == "1"
-    assert result2[0].key == "2"
-    assert result3[0].key == "3"
-    assert result4[0].key == "4"
-    assert result5[0].key == "5"

libs/cli/examples/graph_prerelease_reqs/agent.py

@@ -1,95 +0,0 @@
-from collections.abc import Sequence
-from typing import Annotated, Literal, TypedDict
-
-from langchain.chat_models import init_chat_model
-from langchain_community.tools.tavily_search import TavilySearchResults
-from langchain_core.messages import BaseMessage
-from langchain_openai import ChatOpenAI
-from langgraph.graph import END, StateGraph, add_messages
-from langgraph.prebuilt import ToolNode
-
-tools = [TavilySearchResults(max_results=1)]
-
-model_anth = init_chat_model("claude-3-7-sonnet-20250219", model_provider="anthropic")
-model_oai = ChatOpenAI(temperature=0)
-
-model_anth = model_anth.bind_tools(tools)
-model_oai = model_oai.bind_tools(tools)
-
-
-class AgentState(TypedDict):
-    messages: Annotated[Sequence[BaseMessage], add_messages]
-
-
-# Define the function that determines whether to continue or not
-def should_continue(state):
-    messages = state["messages"]
-    last_message = messages[-1]
-    # If there are no tool calls, then we finish
-    if not last_message.tool_calls:
-        return "end"
-    # Otherwise if there is, we continue
-    else:
-        return "continue"
-
-
-# Define the function that calls the model
-def call_model(state, config):
-    if config["configurable"].get("model", "anthropic") == "anthropic":
-        model = model_anth
-    else:
-        model = model_oai
-    messages = state["messages"]
-    response = model.invoke(messages)
-    # We return a list, because this will get added to the existing list
-    return {"messages": [response]}
-
-
-# Define the function to execute tools
-tool_node = ToolNode(tools)
-
-
-class ContextSchema(TypedDict):
-    model: Literal["anthropic", "openai"]
-
-
-# Define a new graph
-workflow = StateGraph(AgentState, context_schema=ContextSchema)
-
-# Define the two nodes we will cycle between
-workflow.add_node("agent", call_model)
-workflow.add_node("action", tool_node)
-
-# Set the entrypoint as `agent`
-# This means that this node is the first one called
-workflow.set_entry_point("agent")
-
-# We now add a conditional edge
-workflow.add_conditional_edges(
-    # First, we define the start node. We use `agent`.
-    # This means these are the edges taken after the `agent` node is called.
-    "agent",
-    # Next, we pass in the function that will determine which node is called next.
-    should_continue,
-    # Finally we pass in a mapping.
-    # The keys are strings, and the values are other nodes.
-    # END is a special node marking that the graph should finish.
-    # What will happen is we will call `should_continue`, and then the output of that
-    # will be matched against the keys in this mapping.
-    # Based on which one it matches, that node will then be called.
-    {
-        # If `tools`, then we call the tool node.
-        "continue": "action",
-        # Otherwise we finish.
-        "end": END,
-    },
-)
-
-# We now add a normal edge from `tools` to `agent`.
-# This means that after `tools` is called, `agent` node is called next.
-workflow.add_edge("action", "agent")
-
-# Finally, we compile it!
-# This compiles it into a LangChain Runnable,
-# meaning you can use it as you would any other runnable
-graph = workflow.compile()

libs/cli/examples/graph_prerelease_reqs/langgraph.json

@@ -1,11 +0,0 @@
-{
-    "python_version": "3.12",
-    "dependencies": [
-      "."
-    ],
-    "graphs": {
-      "agent": "./agent.py:graph"
-    },
-    "env": "../.env"
-  }
-  

libs/cli/examples/graph_prerelease_reqs/requirements.txt

@@ -1,6 +0,0 @@
-requests
-langchain_anthropic
-langchain_openai
-langchain_community
-langchain
-langgraph==1.0.0a2

libs/cli/examples/graphs/agent.py

@@ -7,7 +7,6 @@ from langchain_core.messages import BaseMessage
 from langchain_openai import ChatOpenAI
 from langgraph.graph import END, StateGraph, add_messages
 from langgraph.prebuilt import ToolNode
-from langgraph.runtime import Runtime
 
 tools = [TavilySearchResults(max_results=1)]
 
@@ -18,10 +17,6 @@ model_anth = model_anth.bind_tools(tools)
 model_oai = model_oai.bind_tools(tools)
 
 
-class AgentContext(TypedDict):
-    model: Literal["anthropic", "openai"]
-
-
 class AgentState(TypedDict):
     messages: Annotated[Sequence[BaseMessage], add_messages]
 
@@ -39,8 +34,8 @@ def should_continue(state):
 
 
 # Define the function that calls the model
-def call_model(state, runtime: Runtime[AgentContext]):
-    if runtime.context.get("model", "anthropic") == "anthropic":
+def call_model(state, config):
+    if config["configurable"].get("model", "anthropic") == "anthropic":
         model = model_anth
     else:
         model = model_oai
@@ -54,8 +49,12 @@ def call_model(state, runtime: Runtime[AgentContext]):
 tool_node = ToolNode(tools)
 
 
+class ContextSchema(TypedDict):
+    model: Literal["anthropic", "openai"]
+
+
 # Define a new graph
-workflow = StateGraph(AgentState, context_schema=AgentContext)
+workflow = StateGraph(AgentState, context_schema=ContextSchema)
 
 # Define the two nodes we will cycle between
 workflow.add_node("agent", call_model)

libs/cli/examples/graphs/langgraph.json

@@ -1,5 +1,4 @@
 {
-  "$schema": "https://langgra.ph/schema.json",
   "python_version": "3.12",
   "dependencies": [
     "langchain_community",

libs/cli/examples/graphs_reqs_a/graphs_submod/agent.py

@@ -1,6 +1,6 @@
 from collections.abc import Sequence
 from pathlib import Path
-from typing import Annotated, Literal, TypedDict
+from typing import Annotated, TypedDict
 
 from langchain_anthropic import ChatAnthropic
 from langchain_community.tools.tavily_search import TavilySearchResults
@@ -8,7 +8,6 @@ from langchain_core.messages import BaseMessage
 from langchain_openai import ChatOpenAI
 from langgraph.graph import END, StateGraph, add_messages
 from langgraph.prebuilt import ToolNode
-from langgraph.runtime import Runtime
 
 tools = [TavilySearchResults(max_results=1)]
 
@@ -22,10 +21,6 @@ prompt = open(Path(__file__).parent.parent / "prompt.txt").read()
 subprompt = open(Path(__file__).parent / "subprompt.txt").read()
 
 
-class AgentContext(TypedDict):
-    model: Literal["anthropic", "openai"]
-
-
 class AgentState(TypedDict):
     messages: Annotated[Sequence[BaseMessage], add_messages]
 
@@ -43,8 +38,8 @@ def should_continue(state):
 
 
 # Define the function that calls the model
-def call_model(state, runtime: Runtime[AgentContext]):
-    if runtime.context.get("model", "anthropic") == "anthropic":
+def call_model(state, config):
+    if config["configurable"].get("model", "anthropic") == "anthropic":
         model = model_anth
     else:
         model = model_oai
@@ -57,8 +52,9 @@ def call_model(state, runtime: Runtime[AgentContext]):
 # Define the function to execute tools
 tool_node = ToolNode(tools)
 
+
 # Define a new graph
-workflow = StateGraph(AgentState, context_schema=AgentContext)
+workflow = StateGraph(AgentState)
 
 # Define the two nodes we will cycle between
 workflow.add_node("agent", call_model)

libs/cli/examples/graphs_reqs_a/langgraph.json

@@ -1,5 +1,4 @@
 {
-  "$schema": "https://langgra.ph/schema.json",
   "dependencies": [
     "."
   ],

libs/cli/examples/graphs_reqs_b/graphs_submod/agent.py

@@ -1,6 +1,6 @@
 from collections.abc import Sequence
 from pathlib import Path
-from typing import Annotated, Literal, TypedDict
+from typing import Annotated, TypedDict
 
 from langchain_anthropic import ChatAnthropic
 from langchain_community.tools.tavily_search import TavilySearchResults
@@ -8,7 +8,6 @@ from langchain_core.messages import BaseMessage
 from langchain_openai import ChatOpenAI
 from langgraph.graph import END, StateGraph, add_messages
 from langgraph.prebuilt import ToolNode
-from langgraph.runtime import Runtime
 
 tools = [TavilySearchResults(max_results=1)]
 
@@ -22,10 +21,6 @@ prompt = open(Path(__file__).parent.parent / "prompt.txt").read()
 subprompt = open(Path(__file__).parent / "subprompt.txt").read()
 
 
-class AgentContext(TypedDict):
-    model: Literal["anthropic", "openai"]
-
-
 class AgentState(TypedDict):
     messages: Annotated[Sequence[BaseMessage], add_messages]
 
@@ -43,8 +38,8 @@ def should_continue(state):
 
 
 # Define the function that calls the model
-def call_model(state, runtime: Runtime[AgentContext]):
-    if runtime.context.get("model", "anthropic") == "anthropic":
+def call_model(state, config):
+    if config["configurable"].get("model", "anthropic") == "anthropic":
         model = model_anth
     else:
         model = model_oai
@@ -59,7 +54,7 @@ tool_node = ToolNode(tools)
 
 
 # Define a new graph
-workflow = StateGraph(AgentState, context_schema=AgentContext)
+workflow = StateGraph(AgentState)
 
 # Define the two nodes we will cycle between
 workflow.add_node("agent", call_model)

libs/cli/examples/graphs_reqs_b/langgraph.json

@@ -1,5 +1,4 @@
 {
-  "$schema": "https://langgra.ph/schema.json",
   "dependencies": [
     "."
   ],

libs/cli/js-examples/langgraph.json

@@ -1,5 +1,4 @@
 {
-  "$schema": "https://langgra.ph/schema.json",
   "node_version": "20",
   "graphs": {
     "agent": "./src/agent/graph.ts:graph"

libs/cli/js-monorepo-example/.eslintrc.cjs

@@ -1,62 +0,0 @@
-module.exports = {
-  extends: [
-    "eslint:recommended",
-    "prettier",
-    "plugin:@typescript-eslint/recommended",
-  ],
-  parserOptions: {
-    ecmaVersion: 12,
-    parser: "@typescript-eslint/parser",
-    project: "./tsconfig.json",
-    sourceType: "module",
-  },
-  plugins: ["import", "@typescript-eslint", "no-instanceof"],
-  ignorePatterns: [
-    ".eslintrc.cjs",
-    "scripts",
-    "src/utils/lodash/*",
-    "node_modules",
-    "dist",
-    "dist-cjs",
-    "*.js",
-    "*.cjs",
-    "*.d.ts",
-  ],
-  rules: {
-    "no-process-env": 2,
-    "no-instanceof/no-instanceof": 2,
-    "@typescript-eslint/explicit-module-boundary-types": 0,
-    "@typescript-eslint/no-empty-function": 0,
-    "@typescript-eslint/no-shadow": 0,
-    "@typescript-eslint/no-empty-interface": 0,
-    "@typescript-eslint/no-use-before-define": ["error", "nofunc"],
-    "@typescript-eslint/no-unused-vars": ["warn", { args: "none" }],
-    "@typescript-eslint/no-floating-promises": "error",
-    "@typescript-eslint/no-misused-promises": "error",
-    camelcase: 0,
-    "class-methods-use-this": 0,
-    "import/extensions": [2, "ignorePackages"],
-    "import/no-extraneous-dependencies": [
-      "error",
-      { devDependencies: ["**/*.test.ts"] },
-    ],
-    "import/no-unresolved": 0,
-    "import/prefer-default-export": 0,
-    "keyword-spacing": "error",
-    "max-classes-per-file": 0,
-    "max-len": 0,
-    "no-await-in-loop": 0,
-    "no-bitwise": 0,
-    "no-console": 0,
-    "no-restricted-syntax": 0,
-    "no-shadow": 0,
-    "no-continue": 0,
-    "no-underscore-dangle": 0,
-    "no-use-before-define": 0,
-    "no-useless-constructor": 0,
-    "no-return-await": 0,
-    "consistent-return": 0,
-    "no-else-return": 0,
-    "new-cap": ["error", { properties: false, capIsNew: false }],
-  },
-};

libs/cli/js-monorepo-example/apps/agent/langgraph.json

@@ -1,7 +0,0 @@
-{
-  "node_version": "20",
-  "graphs": {
-    "agent": "./src/graph.ts:graph"
-  },
-  "env": "../../.env"
-}

libs/cli/js-monorepo-example/apps/agent/package.json

@@ -1,18 +0,0 @@
-{
-  "name": "@js-monorepo-example/agent",
-  "version": "0.0.1",
-  "type": "module",
-  "main": "src/graph.ts",
-  "scripts": {
-    "build": "tsc",
-    "clean": "rm -rf dist"
-  },
-  "dependencies": {
-    "@js-monorepo-example/shared": "*",
-    "@langchain/core": "^0.3.2",
-    "@langchain/langgraph": "^0.2.5"
-  },
-  "devDependencies": {
-    "typescript": "^5.3.3"
-  }
-}

libs/cli/js-monorepo-example/apps/agent/src/graph.ts

@@ -1,47 +0,0 @@
-/**
- * Simple LangGraph.js example for monorepo testing
- */
-import { StateGraph } from "@langchain/langgraph";
-import { RunnableConfig } from "@langchain/core/runnables";
-import { StateAnnotation } from "./state.js";
-import { getGreeting } from "@js-monorepo-example/shared";
-
-/**
- * Simple node that uses the shared library
- */
-const callModel = async (
-  state: typeof StateAnnotation.State,
-  _config: RunnableConfig,
-): Promise<typeof StateAnnotation.Update> => {
-  // Use functions from the shared library
-  const greeting = getGreeting();
-
-  return {
-    messages: [
-      {
-        role: "assistant",
-        content: `${greeting}`,
-      },
-    ],
-  };
-};
-
-/**
- * Simple routing function
- */
-export const route = (
-  state: typeof StateAnnotation.State,
-): "__end__" | "callModel" => {
-  if (state.messages.length > 0) {
-    return "__end__";
-  }
-  return "callModel";
-};
-
-// Create the graph
-const builder = new StateGraph(StateAnnotation)
-  .addNode("callModel", callModel)
-  .addEdge("__start__", "callModel")
-  .addConditionalEdges("callModel", route);
-
-export const graph = builder.compile();

libs/cli/js-monorepo-example/apps/agent/src/state.ts

@@ -1,15 +0,0 @@
-import { BaseMessage, BaseMessageLike } from "@langchain/core/messages";
-import { Annotation, messagesStateReducer } from "@langchain/langgraph";
-
-/**
- * Simple state annotation for the agent
- */
-export const StateAnnotation = Annotation.Root({
-  /**
-   * Messages track the primary execution state of the agent.
-   */
-  messages: Annotation<BaseMessage[], BaseMessageLike[]>({
-    reducer: messagesStateReducer,
-    default: () => [],
-  }),
-});

libs/cli/js-monorepo-example/apps/agent/tsconfig.json

@@ -1,9 +0,0 @@
-{
-  "extends": "../../tsconfig.json",
-  "compilerOptions": {
-    "outDir": "./dist",
-    "rootDir": "./src"
-  },
-  "include": ["src/**/*"],
-  "exclude": ["node_modules", "dist"]
-}

libs/cli/js-monorepo-example/libs/shared/package.json

@@ -1,14 +0,0 @@
-{
-  "name": "@js-monorepo-example/shared",
-  "version": "0.0.1",
-  "type": "module",
-  "main": "dist/index.js",
-  "types": "dist/index.d.ts",
-  "scripts": {
-    "build": "tsc",
-    "clean": "rm -rf dist"
-  },
-  "devDependencies": {
-    "typescript": "^5.3.3"
-  }
-}

libs/cli/js-monorepo-example/libs/shared/src/index.ts

@@ -1,6 +0,0 @@
-/**
- * Simple utility functions for monorepo testing
- */
-export function getGreeting(): string {
-  return "Hello from shared library!";
-}

libs/cli/js-monorepo-example/libs/shared/tsconfig.json

@@ -1,9 +0,0 @@
-{
-  "extends": "../../tsconfig.json",
-  "compilerOptions": {
-    "outDir": "./dist",
-    "rootDir": "./src"
-  },
-  "include": ["src/**/*"],
-  "exclude": ["node_modules", "dist"]
-}

libs/cli/js-monorepo-example/package.json

@@ -1,34 +0,0 @@
-{
-  "name": "js-monorepo-example",
-  "version": "0.0.1",
-  "packageManager": "yarn@1.22.22",
-  "description": "A simple monorepo example for LangGraph integration testing.",
-  "private": true,
-  "workspaces": [
-    "libs/*",
-    "apps/*"
-  ],
-  "type": "module",
-  "scripts": {
-    "build": "turbo build",
-    "clean": "turbo clean",
-    "test": "turbo test",
-    "format": "prettier --write .",
-    "lint": "eslint 'apps/**/*.ts' 'libs/**/*.ts'"
-  },
-  "devDependencies": {
-    "turbo": "^2.5.0",
-    "typescript": "^5.3.3",
-    "@tsconfig/recommended": "^1.0.7",
-    "@eslint/eslintrc": "^3.1.0",
-    "@eslint/js": "^9.9.1",
-    "eslint": "^8.41.0",
-    "eslint-config-prettier": "^8.8.0",
-    "eslint-plugin-import": "^2.27.5",
-    "eslint-plugin-no-instanceof": "^1.0.1",
-    "eslint-plugin-prettier": "^4.2.1",
-    "@typescript-eslint/eslint-plugin": "^5.59.8",
-    "@typescript-eslint/parser": "^5.59.8",
-    "prettier": "^3.3.3"
-  }
-}

libs/cli/js-monorepo-example/tsconfig.json

@@ -1,16 +0,0 @@
-{
-  "extends": "@tsconfig/recommended",
-  "compilerOptions": {
-    "target": "ES2022",
-    "module": "ESNext",
-    "moduleResolution": "node",
-    "allowSyntheticDefaultImports": true,
-    "esModuleInterop": true,
-    "skipLibCheck": true,
-    "strict": true,
-    "declaration": true,
-    "outDir": "./dist"
-  },
-  "include": ["apps/**/*", "libs/**/*"],
-  "exclude": ["node_modules", "dist"]
-}

libs/cli/js-monorepo-example/turbo.json

@@ -1,15 +0,0 @@
-{
-  "$schema": "https://turbo.build/schema.json",
-  "tasks": {
-    "build": {
-      "dependsOn": ["^build"],
-      "outputs": ["dist/**"]
-    },
-    "clean": {
-      "dependsOn": ["^clean"]
-    },
-    "test": {
-      "dependsOn": ["^test"]
-    }
-  }
-}

libs/cli/langgraph_cli/__init__.py

@@ -1 +1 @@
-__version__ = "0.4.2"
+__version__ = "0.4.0"

libs/cli/langgraph_cli/cli.py

@@ -303,8 +303,6 @@ def _build(
     pull: bool,
     tag: str,
     passthrough: Sequence[str] = (),
-    install_command: Optional[str] = None,
-    build_command: Optional[str] = None,
 ):
     # pull latest images
     if pull:
@@ -324,38 +322,22 @@ def _build(
         "-t",
         tag,
     ]
-    # determine build context: use current directory for JS projects, config parent for Python
-    is_js_project = config_json.get("node_version") and not config_json.get(
-        "python_version"
-    )
-    # build/install commands only apply to JS projects for now
-    # without install/build command, JS projects will follow the old behavior
-    if is_js_project and (build_command or install_command):
-        build_context = str(pathlib.Path.cwd())
-    else:
-        build_context = str(config.parent)
-
     # apply config
     stdin, additional_contexts = langgraph_cli.config.config_to_docker(
-        config,
-        config_json,
-        base_image,
-        api_version,
-        install_command,
-        build_command,
-        build_context,
+        config, config_json, base_image, api_version
     )
     # add additional_contexts
     if additional_contexts:
         for k, v in additional_contexts.items():
             args.extend(["--build-context", f"{k}={v}"])
+    # run docker build
     runner.run(
         subp_exec(
             "docker",
             "build",
             *args,
             *passthrough,
-            build_context,
+            str(config.parent),
             input=stdin,
             verbose=True,
         )
@@ -384,14 +366,6 @@ def _build(
     "\n    --base-image langchain/langgraph-server:0.2  # Pin to a minor version (Python)",
 )
 @OPT_API_VERSION
-@click.option(
-    "--install-command",
-    help="Custom install command to run from the build context root. If not provided, auto-detects based on package manager files.",
-)
-@click.option(
-    "--build-command",
-    help="Custom build command to run from the langgraph.json directory. If not provided, uses default build process.",
-)
 @click.argument("docker_build_args", nargs=-1, type=click.UNPROCESSED)
 @cli.command(
     help="📦 Build LangGraph API server Docker image.",
@@ -407,8 +381,6 @@ def build(
     api_version: Optional[str],
     pull: bool,
     tag: str,
-    install_command: Optional[str],
-    build_command: Optional[str],
 ):
     with Runner() as runner, Progress(message="Pulling...") as set:
         if shutil.which("docker") is None:
@@ -425,8 +397,6 @@ def build(
             pull,
             tag,
             docker_build_args,
-            install_command,
-            build_command,
         )
 
 

libs/cli/langgraph_cli/config.py

@@ -913,10 +913,10 @@ def _assemble_local_deps(config_path: pathlib.Path, config: Config) -> LocalDeps
                         "Rename the directory to use it as flat-layout package."
                     )
                 check_reserved(resolved.name, local_dep)
-                container_path = f"/deps/outer-{resolved.name}/{resolved.name}"
+                container_path = f"/deps/__outer_{resolved.name}/{resolved.name}"
             else:
                 # src layout
-                container_path = f"/deps/outer-{resolved.name}/src"
+                container_path = f"/deps/__outer_{resolved.name}/src"
                 for file in files:
                     rfile = resolved / file
                     if (
@@ -1256,7 +1256,7 @@ def python_config_to_docker(
         else:
             pip_installer = "pip"
     if pip_installer == "uv":
-        install_cmd = "uv pip install --system --prerelease=allow"
+        install_cmd = "uv pip install --system"
     elif pip_installer == "pip":
         install_cmd = "pip install"
     else:
@@ -1286,7 +1286,7 @@ def python_config_to_docker(
     if local_deps.pip_reqs:
         pip_reqs_str = os.linesep.join(
             (
-                f"COPY --from=outer-{reqpath.name} requirements.txt {destpath}"
+                f"COPY --from=__outer_{reqpath.name} requirements.txt {destpath}"
                 if reqpath.parent in local_deps.additional_contexts
                 else f"ADD {reqpath.relative_to(config_path.parent)} {destpath}"
             )
@@ -1305,7 +1305,7 @@ def python_config_to_docker(
     faux_pkgs_str = f"{os.linesep}{os.linesep}".join(
         (
             f"""# -- Adding non-package dependency {fullpath.name} --
-COPY --from=outer-{fullpath.name} . {destpath}"""
+COPY --from=__outer_{fullpath.name} . {destpath}"""
             if fullpath in local_deps.additional_contexts
             else f"""# -- Adding non-package dependency {fullpath.name} --
 ADD {relpath} {destpath}"""
@@ -1320,7 +1320,7 @@ RUN set -ex && \\
                 '[build-system]' \\
                 'requires = ["setuptools>=61"]' \\
                 'build-backend = "setuptools.build_meta"'; do \\
-        echo "$line" >> /deps/outer-{fullpath.name}/pyproject.toml; \\
+        echo "$line" >> /deps/__outer_{fullpath.name}/pyproject.toml; \\
     done
 # -- End of non-package dependency {fullpath.name} --"""
         for fullpath, (relpath, destpath) in local_deps.faux_pkgs.items()
@@ -1423,7 +1423,7 @@ ADD {relpath} /deps/{name}
         if p in local_deps.real_pkgs:
             name = local_deps.real_pkgs[p][1]
         elif p in local_deps.faux_pkgs:
-            name = f"outer-{p.name}"
+            name = f"__outer_{p.name}"
         else:
             raise RuntimeError(f"Unknown additional context: {p}")
         additional_contexts[name] = str(p)
@@ -1436,28 +1436,9 @@ def node_config_to_docker(
     config: Config,
     base_image: str,
     api_version: Optional[str] = None,
-    install_command: Optional[str] = None,
-    build_command: Optional[str] = None,
-    build_context: Optional[str] = None,
 ) -> tuple[str, dict[str, str]]:
-    # Calculate paths for monorepo support
-    if build_context:
-        relative_workdir = _calculate_relative_workdir(config_path, build_context)
-        container_name = pathlib.Path(build_context).name
-        if relative_workdir:
-            faux_path = f"/deps/{container_name}/{relative_workdir}"
-        else:
-            faux_path = f"/deps/{container_name}"
-    else:
-        # Backward compatibility: use the original behavior
-        faux_path = f"/deps/{config_path.parent.name}"
-
-    # Use custom install command or auto-detect
-    if install_command:
-        install_cmd = install_command
-    else:
-        install_cmd = _get_node_pm_install_cmd(config_path, config)
-
+    faux_path = f"/deps/{config_path.parent.name}"
+    install_cmd = _get_node_pm_install_cmd(config_path, config)
     image_str = docker_tag(config, base_image, api_version)
 
     env_vars: list[str] = []
@@ -1484,35 +1465,20 @@ def node_config_to_docker(
 
     env_vars.append(f"ENV LANGSERVE_GRAPHS='{json.dumps(config['graphs'])}'")
 
-    # For monorepo support, we need to handle install and build commands differently
-    if build_context:
-        # Monorepo case: install from root, build from config directory
-        container_root = f"/deps/{pathlib.Path(build_context).name}"
-        install_step = f"RUN cd {container_root} && {install_cmd}"
-
-        if build_command:
-            build_step = f"RUN cd {faux_path} && {build_command}"
-        else:
-            build_step = 'RUN (test ! -f /api/langgraph_api/js/build.mts && echo "Prebuild script not found, skipping") || tsx /api/langgraph_api/js/build.mts'
-    else:
-        # Original behavior: everything happens in the same directory
-        install_step = f"RUN cd {faux_path} && {install_cmd}"
-        build_step = 'RUN (test ! -f /api/langgraph_api/js/build.mts && echo "Prebuild script not found, skipping") || tsx /api/langgraph_api/js/build.mts'
-
     docker_file_contents = [
         f"FROM {image_str}",
         "",
         os.linesep.join(config["dockerfile_lines"]),
         "",
-        f"ADD . {faux_path if not build_context else container_root}",
+        f"ADD . {faux_path}",
         "",
-        install_step,
+        f"RUN cd {faux_path} && {install_cmd}",
         "",
         os.linesep.join(env_vars),
         "",
         f"WORKDIR {faux_path}",
         "",
-        build_step,
+        'RUN (test ! -f /api/langgraph_api/js/build.mts && echo "Prebuild script not found, skipping") || tsx /api/langgraph_api/js/build.mts',
     ]
 
     return os.linesep.join(docker_file_contents), {}
@@ -1560,42 +1526,16 @@ def docker_tag(
     return f"{base_image}:{full_tag}"
 
 
-def _calculate_relative_workdir(config_path: pathlib.Path, build_context: str) -> str:
-    """Calculate the relative path from build context to langgraph.json directory."""
-    config_dir = config_path.parent.resolve()
-    build_context_path = pathlib.Path(build_context).resolve()
-
-    try:
-        relative_path = config_dir.relative_to(build_context_path)
-        return str(relative_path) if str(relative_path) != "." else ""
-    except ValueError as _:
-        raise ValueError(
-            f"Configuration file {config_path} is not under the build context {build_context}. "
-            f"Please run the command from a directory that contains your langgraph.json file, "
-        ) from None
-
-
 def config_to_docker(
     config_path: pathlib.Path,
     config: Config,
     base_image: Optional[str] = None,
     api_version: Optional[str] = None,
-    install_command: Optional[str] = None,
-    build_command: Optional[str] = None,
-    build_context: Optional[str] = None,
 ) -> tuple[str, dict[str, str]]:
     base_image = base_image or default_base_image(config)
 
     if config.get("node_version") and not config.get("python_version"):
-        return node_config_to_docker(
-            config_path,
-            config,
-            base_image,
-            api_version,
-            install_command,
-            build_command,
-            build_context,
-        )
+        return node_config_to_docker(config_path, config, base_image, api_version)
 
     return python_config_to_docker(config_path, config, base_image, api_version)
 

libs/cli/langgraph_cli/docker.py

@@ -40,9 +40,7 @@ def _parse_version(version: str) -> Version:
         patch = "0"
     else:
         major, minor, patch = parts
-    return Version(
-        int(major.lstrip("v")), int(minor), int(patch.split("-")[0].split("+")[0])
-    )
+    return Version(int(major.lstrip("v")), int(minor), int(patch.split("-")[0]))
 
 
 def check_capabilities(runner) -> DockerCapabilities:

libs/cli/python-monorepo-example/apps/agent/langgraph.json

@@ -1,8 +0,0 @@
-{
-  "$schema": "https://langgra.ph/schema.json",
-  "dependencies": [".", "../../libs/shared", "../../libs/common"],
-  "graphs": {
-    "agent": "./src/agent/graph.py:graph"
-  },
-  "env": ".env"
-}

libs/cli/python-monorepo-example/apps/agent/pyproject.toml

@@ -1,19 +0,0 @@
-[project]
-name = "agent"
-version = "0.0.1"
-description = "Agent for the Python monorepo"
-authors = [
-    { name = "Developer", email = "dev@example.com" },
-]
-license = { text = "MIT" }
-requires-python = ">=3.11,<4.0"
-
-[build-system]
-requires = ["setuptools>=73.0.0", "wheel"]
-build-backend = "setuptools.build_meta"
-
-[tool.setuptools]
-packages = ["agent"]
-
-[tool.setuptools.package-dir]
-"agent" = "src/agent"

libs/cli/python-monorepo-example/apps/agent/src/agent/__init__.py

@@ -1 +0,0 @@
-"""Agent package."""

libs/cli/python-monorepo-example/apps/agent/src/agent/graph.py

@@ -1,40 +0,0 @@
-"""Simple LangGraph agent for monorepo testing."""
-
-from common import get_common_prefix
-from langchain_core.messages import AIMessage
-from langgraph.graph import END, START, StateGraph
-from shared import get_dummy_message
-
-from agent.state import State
-
-
-def call_model(state: State) -> dict:
-    """Simple node that uses the shared libraries."""
-    # Use functions from both shared packages
-    dummy_message = get_dummy_message()
-    prefix = get_common_prefix()
-
-    message = AIMessage(content=f"{prefix} Agent says: {dummy_message}")
-
-    return {"messages": [message]}
-
-
-def should_continue(state: State):
-    """Conditional edge - end after first message."""
-    messages = state["messages"]
-    if len(messages) > 0:
-        return END
-    return "call_model"
-
-
-# Build the graph
-workflow = StateGraph(State)
-
-# Add the node
-workflow.add_node("call_model", call_model)
-
-# Add edges
-workflow.add_edge(START, "call_model")
-workflow.add_conditional_edges("call_model", should_continue)
-
-graph = workflow.compile()

libs/cli/python-monorepo-example/apps/agent/src/agent/state.py

@@ -1,13 +0,0 @@
-"""State definition for the agent."""
-
-from collections.abc import Sequence
-from typing import Annotated, TypedDict
-
-from langchain_core.messages import BaseMessage
-from langgraph.graph.message import add_messages
-
-
-class State(TypedDict):
-    """The state of the agent."""
-
-    messages: Annotated[Sequence[BaseMessage], add_messages]

libs/cli/python-monorepo-example/libs/common/__init__.py

@@ -1,5 +0,0 @@
-"""Common helper functions package."""
-
-from .helpers import get_common_prefix
-
-__all__ = ["get_common_prefix"]

libs/cli/python-monorepo-example/libs/common/helpers.py

@@ -1,6 +0,0 @@
-"""Common helper functions."""
-
-
-def get_common_prefix() -> str:
-    """Get a common prefix for messages."""
-    return "[COMMON]"

libs/cli/python-monorepo-example/libs/shared/pyproject.toml

@@ -1,20 +0,0 @@
-[project]
-name = "shared"
-version = "0.0.1"
-description = "Shared utilities for the Python monorepo"
-authors = [
-    { name = "Developer", email = "dev@example.com" },
-]
-license = { text = "MIT" }
-requires-python = ">=3.11,<4.0"
-dependencies = []
-
-[build-system]
-requires = ["setuptools>=73.0.0", "wheel"]
-build-backend = "setuptools.build_meta"
-
-[tool.setuptools]
-packages = ["shared"]
-
-[tool.setuptools.package-dir]
-"shared" = "src/shared"

libs/cli/python-monorepo-example/libs/shared/src/shared/__init__.py

@@ -1,5 +0,0 @@
-"""Shared utilities package."""
-
-from .utils import get_dummy_message
-
-__all__ = ["get_dummy_message"]

libs/cli/python-monorepo-example/libs/shared/src/shared/utils.py

@@ -1,6 +0,0 @@
-"""Shared utility functions."""
-
-
-def get_dummy_message() -> str:
-    """Get a dummy message for testing."""
-    return "Hello from shared library!"

libs/cli/python-monorepo-example/pyproject.toml

@@ -1,46 +0,0 @@
-[project]
-name = "python-monorepo-example"
-version = "0.0.1"
-description = "A Python monorepo example with LangGraph agents and shared packages"
-authors = [
-    { name = "Developer", email = "dev@example.com" },
-]
-license = { text = "MIT" }
-requires-python = ">=3.11,<4.0"
-dependencies = [
-    "langgraph>=0.6.0,<0.7.0",
-    "langchain-core>=0.2.14",
-]
-
-[tool.uv.workspace]
-members = ["apps/*", "libs/shared"]
-
-[tool.uv.sources]
-shared = { workspace = true }
-
-[project.optional-dependencies]
-dev = ["mypy>=1.11.1", "ruff>=0.6.1"]
-
-[build-system]
-requires = ["setuptools>=73.0.0", "wheel"]
-build-backend = "setuptools.build_meta"
-
-[tool.ruff]
-lint.select = [
-    "E",    # pycodestyle
-    "F",    # pyflakes
-    "I",    # isort
-    "D",    # pydocstyle
-    "UP",
-]
-lint.ignore = [
-    "D100",  # Missing docstring in public module
-    "D101",  # Missing docstring in public class
-    "D102",  # Missing docstring in public method
-    "D103",  # Missing docstring in public function
-    "D104",  # Missing docstring in public package
-    "D105",  # Missing docstring in magic method
-]
-
-[tool.ruff.lint.pydocstyle]
-convention = "google"

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

@@ -15,7 +15,7 @@ from langgraph_cli.docker import DEFAULT_POSTGRES_URI, DockerCapabilities, Versi
 from langgraph_cli.util import clean_empty_lines
 
 FORMATTED_CLEANUP_LINES = _get_pip_cleanup_lines(
-    install_cmd="uv pip install --system --prerelease=allow",
+    install_cmd="uv pip install --system",
     to_uninstall=("pip", "setuptools", "wheel"),
     pip_installer="uv",
 )
@@ -149,7 +149,7 @@ services:
                 COPY --from=cli_1 . /deps/cli_1
                 # -- End of local package ../../.. --
                 # -- Installing all local dependencies --
-                RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+                RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
                 # -- End of local dependencies install --
                 ENV LANGSERVE_GRAPHS='{{"agent": "agent.py:graph"}}'
 {textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), "                ")}
@@ -570,7 +570,7 @@ def test_build_generate_proper_build_context():
                 catch_exceptions=True,
             )
 
-        build_context_pattern = re.compile(r"--build-context\s+([\w-]+)=([^\s]+)")
+        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, (

libs/cli/tests/unit_tests/test_config.py

@@ -20,7 +20,7 @@ from langgraph_cli.config import (
 from langgraph_cli.util import clean_empty_lines
 
 FORMATTED_CLEANUP_LINES = _get_pip_cleanup_lines(
-    install_cmd="uv pip install --system --prerelease=allow",
+    install_cmd="uv pip install --system",
     to_uninstall=("pip", "setuptools", "wheel"),
     pip_installer="uv",
 )
@@ -421,14 +421,14 @@ def test_config_to_docker_simple():
     expected_docker_stdin = f"""\
 FROM langchain/langgraph-api:3.11
 # -- Installing local requirements --
-COPY --from=outer-requirements.txt requirements.txt /deps/outer-graphs_reqs_a/graphs_reqs_a/requirements.txt
-RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -r /deps/outer-graphs_reqs_a/graphs_reqs_a/requirements.txt
+COPY --from=__outer_requirements.txt requirements.txt /deps/__outer_graphs_reqs_a/graphs_reqs_a/requirements.txt
+RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -r /deps/__outer_graphs_reqs_a/graphs_reqs_a/requirements.txt
 # -- End of local requirements install --
 # -- Adding local package ../../examples --
 COPY --from=examples . /deps/examples
 # -- End of local package ../../examples --
 # -- Adding non-package dependency unit_tests --
-ADD . /deps/outer-unit_tests/unit_tests
+ADD . /deps/__outer_unit_tests/unit_tests
 RUN set -ex && \\
     for line in '[project]' \\
                 'name = "unit_tests"' \\
@@ -438,11 +438,11 @@ RUN set -ex && \\
                 '[build-system]' \\
                 'requires = ["setuptools>=61"]' \\
                 'build-backend = "setuptools.build_meta"'; do \\
-        echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\
+        echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\
     done
 # -- End of non-package dependency unit_tests --
 # -- Adding non-package dependency graphs_reqs_a --
-COPY --from=outer-graphs_reqs_a . /deps/outer-graphs_reqs_a/graphs_reqs_a
+COPY --from=__outer_graphs_reqs_a . /deps/__outer_graphs_reqs_a/graphs_reqs_a
 RUN set -ex && \\
     for line in '[project]' \\
                 'name = "graphs_reqs_a"' \\
@@ -452,21 +452,21 @@ RUN set -ex && \\
                 '[build-system]' \\
                 'requires = ["setuptools>=61"]' \\
                 'build-backend = "setuptools.build_meta"'; do \\
-        echo "$line" >> /deps/outer-graphs_reqs_a/pyproject.toml; \\
+        echo "$line" >> /deps/__outer_graphs_reqs_a/pyproject.toml; \\
     done
 # -- End of non-package dependency graphs_reqs_a --
 # -- Installing all local dependencies --
-RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
 # -- End of local dependencies install --
 ENV LANGGRAPH_HTTP='{{"app": "/deps/examples/my_app.py:app"}}'
-ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}'
+ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}'
 {FORMATTED_CLEANUP_LINES}
-WORKDIR /deps/outer-unit_tests/unit_tests\
+WORKDIR /deps/__outer_unit_tests/unit_tests\
 """
     assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin
 
     assert additional_contexts == {
-        "outer-graphs_reqs_a": str(
+        "__outer_graphs_reqs_a": str(
             (pathlib.Path(__file__).parent / "../../examples/graphs_reqs_a").resolve()
         ),
         "examples": str((pathlib.Path(__file__).parent / "../../examples").resolve()),
@@ -484,7 +484,7 @@ def test_config_to_docker_outside_path():
         """\
 FROM langchain/langgraph-api:3.11
 # -- Adding non-package dependency unit_tests --
-ADD . /deps/outer-unit_tests/unit_tests
+ADD . /deps/__outer_unit_tests/unit_tests
 RUN set -ex && \\
     for line in '[project]' \\
                 'name = "unit_tests"' \\
@@ -494,11 +494,11 @@ RUN set -ex && \\
                 '[build-system]' \\
                 'requires = ["setuptools>=61"]' \\
                 'build-backend = "setuptools.build_meta"'; do \\
-        echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\
+        echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\
     done
 # -- End of non-package dependency unit_tests --
 # -- Adding non-package dependency tests --
-COPY --from=outer-tests . /deps/outer-tests/tests
+COPY --from=__outer_tests . /deps/__outer_tests/tests
 RUN set -ex && \\
     for line in '[project]' \\
                 'name = "tests"' \\
@@ -508,22 +508,22 @@ RUN set -ex && \\
                 '[build-system]' \\
                 'requires = ["setuptools>=61"]' \\
                 'build-backend = "setuptools.build_meta"'; do \\
-        echo "$line" >> /deps/outer-tests/pyproject.toml; \\
+        echo "$line" >> /deps/__outer_tests/pyproject.toml; \\
     done
 # -- End of non-package dependency tests --
 # -- Installing all local dependencies --
-RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
 # -- End of local dependencies install --
-ENV LANGSERVE_GRAPHS='{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}'
+ENV LANGSERVE_GRAPHS='{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}'
 """
         + FORMATTED_CLEANUP_LINES
         + """
-WORKDIR /deps/outer-unit_tests/unit_tests\
+WORKDIR /deps/__outer_unit_tests/unit_tests\
 """
     )
     assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin
     assert additional_contexts == {
-        "outer-tests": str(pathlib.Path(__file__).parent.parent.absolute()),
+        "__outer_tests": str(pathlib.Path(__file__).parent.parent.absolute()),
     }
 
 
@@ -545,7 +545,7 @@ def test_config_to_docker_pipconfig():
 FROM langchain/langgraph-api:3.11
 ADD pipconfig.txt /pipconfig.txt
 # -- Adding non-package dependency unit_tests --
-ADD . /deps/outer-unit_tests/unit_tests
+ADD . /deps/__outer_unit_tests/unit_tests
 RUN set -ex && \\
     for line in '[project]' \\
                 'name = "unit_tests"' \\
@@ -555,17 +555,17 @@ RUN set -ex && \\
                 '[build-system]' \\
                 'requires = ["setuptools>=61"]' \\
                 'build-backend = "setuptools.build_meta"'; do \\
-        echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\
+        echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\
     done
 # -- End of non-package dependency unit_tests --
 # -- Installing all local dependencies --
-RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
 # -- End of local dependencies install --
-ENV LANGSERVE_GRAPHS='{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}'
+ENV LANGSERVE_GRAPHS='{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}'
 """
         + FORMATTED_CLEANUP_LINES
         + """
-WORKDIR /deps/outer-unit_tests/unit_tests\
+WORKDIR /deps/__outer_unit_tests/unit_tests\
 """
     )
     assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin
@@ -607,7 +607,7 @@ def test_config_to_docker_local_deps():
     expected_docker_stdin = f"""\
 FROM langchain/langgraph-api-custom:3.11
 # -- Adding non-package dependency graphs --
-ADD ./graphs /deps/outer-graphs/src
+ADD ./graphs /deps/__outer_graphs/src
 RUN set -ex && \\
     for line in '[project]' \\
                 'name = "graphs"' \\
@@ -617,13 +617,13 @@ RUN set -ex && \\
                 '[build-system]' \\
                 'requires = ["setuptools>=61"]' \\
                 'build-backend = "setuptools.build_meta"'; do \\
-        echo "$line" >> /deps/outer-graphs/pyproject.toml; \\
+        echo "$line" >> /deps/__outer_graphs/pyproject.toml; \\
     done
 # -- End of non-package dependency graphs --
 # -- Installing all local dependencies --
-RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
 # -- End of local dependencies install --
-ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-graphs/src/agent.py:graph"}}'
+ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_graphs/src/agent.py:graph"}}'
 {FORMATTED_CLEANUP_LINES}\
 """
     assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin
@@ -657,7 +657,7 @@ dependencies = ["langchain"]"""
 ADD . /deps/unit_tests
 # -- End of local package . --
 # -- Installing all local dependencies --
-RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
 # -- End of local dependencies install --
 ENV LANGSERVE_GRAPHS='{"agent": "/deps/unit_tests/graphs/agent.py:graph"}'
 """
@@ -689,9 +689,9 @@ def test_config_to_docker_end_to_end():
 ARG meow
 ARG foo
 ADD pipconfig.txt /pipconfig.txt
-RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt langchain langchain_openai
+RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt langchain langchain_openai
 # -- Adding non-package dependency graphs --
-ADD ./graphs/ /deps/outer-graphs/src
+ADD ./graphs/ /deps/__outer_graphs/src
 RUN set -ex && \\
     for line in '[project]' \\
                 'name = "graphs"' \\
@@ -701,13 +701,13 @@ RUN set -ex && \\
                 '[build-system]' \\
                 'requires = ["setuptools>=61"]' \\
                 'build-backend = "setuptools.build_meta"'; do \\
-        echo "$line" >> /deps/outer-graphs/pyproject.toml; \\
+        echo "$line" >> /deps/__outer_graphs/pyproject.toml; \\
     done
 # -- End of non-package dependency graphs --
 # -- Installing all local dependencies --
-RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+RUN PIP_CONFIG_FILE=/pipconfig.txt PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
 # -- End of local dependencies install --
-ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-graphs/src/agent.py:graph"}}'
+ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_graphs/src/agent.py:graph"}}'
 {FORMATTED_CLEANUP_LINES}"""
     assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin
     assert additional_contexts == {}
@@ -797,7 +797,7 @@ def test_config_to_docker_gen_ui_python():
     expected_docker_stdin = f"""FROM langchain/langgraph-api:3.11
 RUN /storage/install-node.sh
 # -- Adding non-package dependency unit_tests --
-ADD . /deps/outer-unit_tests/unit_tests
+ADD . /deps/__outer_unit_tests/unit_tests
 RUN set -ex && \\
     for line in '[project]' \\
                 'name = "unit_tests"' \\
@@ -807,21 +807,21 @@ RUN set -ex && \\
                 '[build-system]' \\
                 'requires = ["setuptools>=61"]' \\
                 'build-backend = "setuptools.build_meta"'; do \\
-        echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\
+        echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\
     done
 # -- End of non-package dependency unit_tests --
 # -- Installing all local dependencies --
-RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
 # -- End of local dependencies install --
 ENV LANGGRAPH_UI='{{"agent": "./graphs/agent.ui.jsx"}}'
 ENV LANGGRAPH_UI_CONFIG='{{"shared": ["nuqs"]}}'
-ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}'
+ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}'
 # -- Installing JS dependencies --
 ENV NODE_VERSION=20
-RUN cd /deps/outer-unit_tests/unit_tests && npm i && tsx /api/langgraph_api/js/build.mts
+RUN cd /deps/__outer_unit_tests/unit_tests && npm i && tsx /api/langgraph_api/js/build.mts
 # -- End of JS dependencies install --
 {FORMATTED_CLEANUP_LINES}
-WORKDIR /deps/outer-unit_tests/unit_tests"""
+WORKDIR /deps/__outer_unit_tests/unit_tests"""
 
     assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin
     assert additional_contexts == {}
@@ -843,7 +843,7 @@ def test_config_to_docker_multiplatform():
     expected_docker_stdin = f"""FROM langchain/langgraph-api:3.11
 RUN /storage/install-node.sh
 # -- Adding non-package dependency unit_tests --
-ADD . /deps/outer-unit_tests/unit_tests
+ADD . /deps/__outer_unit_tests/unit_tests
 RUN set -ex && \\
     for line in '[project]' \\
                 'name = "unit_tests"' \\
@@ -853,19 +853,19 @@ RUN set -ex && \\
                 '[build-system]' \\
                 'requires = ["setuptools>=61"]' \\
                 'build-backend = "setuptools.build_meta"'; do \\
-        echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\
+        echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\
     done
 # -- End of non-package dependency unit_tests --
 # -- Installing all local dependencies --
-RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
 # -- End of local dependencies install --
-ENV LANGSERVE_GRAPHS='{{"python": "/deps/outer-unit_tests/unit_tests/multiplatform/python.py:graph", "js": "/deps/outer-unit_tests/unit_tests/multiplatform/js.mts:graph"}}'
+ENV LANGSERVE_GRAPHS='{{"python": "/deps/__outer_unit_tests/unit_tests/multiplatform/python.py:graph", "js": "/deps/__outer_unit_tests/unit_tests/multiplatform/js.mts:graph"}}'
 # -- Installing JS dependencies --
 ENV NODE_VERSION=22
-RUN cd /deps/outer-unit_tests/unit_tests && npm i && tsx /api/langgraph_api/js/build.mts
+RUN cd /deps/__outer_unit_tests/unit_tests && npm i && tsx /api/langgraph_api/js/build.mts
 # -- End of JS dependencies install --
 {FORMATTED_CLEANUP_LINES}
-WORKDIR /deps/outer-unit_tests/unit_tests"""
+WORKDIR /deps/__outer_unit_tests/unit_tests"""
 
     assert clean_empty_lines(actual_docker_stdin) == expected_docker_stdin
     assert additional_contexts == {}
@@ -887,7 +887,7 @@ def test_config_to_docker_pip_installer():
     docker_auto, _ = config_to_docker(
         PATH_TO_CONFIG, config_auto, "langchain/langgraph-api:0.2.47"
     )
-    assert "uv pip install --system --prerelease=allow" in docker_auto
+    assert "uv pip install --system" in docker_auto
     assert "rm /usr/bin/uv /usr/bin/uvx" in docker_auto
 
     # Test explicit pip setting
@@ -895,7 +895,7 @@ def test_config_to_docker_pip_installer():
     docker_pip, _ = config_to_docker(
         PATH_TO_CONFIG, config_pip, "langchain/langgraph-api:0.2.47"
     )
-    assert "uv pip install --system --prerelease=allow" not in docker_pip
+    assert "uv pip install --system" not in docker_pip
     assert "pip install" in docker_pip
     assert "rm /usr/bin/uv" not in docker_pip
 
@@ -904,7 +904,7 @@ def test_config_to_docker_pip_installer():
     docker_uv, _ = config_to_docker(
         PATH_TO_CONFIG, config_uv, "langchain/langgraph-api:0.2.47"
     )
-    assert "uv pip install --system --prerelease=allow" in docker_uv
+    assert "uv pip install --system" in docker_uv
     assert "rm /usr/bin/uv /usr/bin/uvx" in docker_uv
 
     # Test auto behavior with older image (should use pip)
@@ -914,7 +914,7 @@ def test_config_to_docker_pip_installer():
     docker_auto_old, _ = config_to_docker(
         PATH_TO_CONFIG, config_auto_old, "langchain/langgraph-api:0.2.46"
     )
-    assert "uv pip install --system --prerelease=allow" not in docker_auto_old
+    assert "uv pip install --system" not in docker_auto_old
     assert "pip install" in docker_auto_old
     assert "rm /usr/bin/uv" not in docker_auto_old
 
@@ -923,7 +923,7 @@ def test_config_to_docker_pip_installer():
     docker_default, _ = config_to_docker(
         PATH_TO_CONFIG, config_default, "langchain/langgraph-api:0.2.47"
     )
-    assert "uv pip install --system --prerelease=allow" in docker_default
+    assert "uv pip install --system" in docker_default
 
 
 def test_config_retain_build_tools():
@@ -984,7 +984,7 @@ def test_config_to_compose_simple_config():
             dockerfile_inline: |
                 FROM langchain/langgraph-api:3.11
                 # -- Adding non-package dependency unit_tests --
-                ADD . /deps/outer-unit_tests/unit_tests
+                ADD . /deps/__outer_unit_tests/unit_tests
                 RUN set -ex && \\
                     for line in '[project]' \\
                                 'name = "unit_tests"' \\
@@ -994,15 +994,15 @@ def test_config_to_compose_simple_config():
                                 '[build-system]' \\
                                 'requires = ["setuptools>=61"]' \\
                                 'build-backend = "setuptools.build_meta"'; do \\
-                        echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\
+                        echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\
                     done
                 # -- End of non-package dependency unit_tests --
                 # -- Installing all local dependencies --
-                RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+                RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
                 # -- End of local dependencies install --
-                ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}'
+                ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}'
 {textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), "                ")}
-                WORKDIR /deps/outer-unit_tests/unit_tests
+                WORKDIR /deps/__outer_unit_tests/unit_tests
         """
     actual_compose_stdin = config_to_compose(
         PATH_TO_CONFIG,
@@ -1025,7 +1025,7 @@ def test_config_to_compose_env_vars():
             dockerfile_inline: |
                 FROM langchain/langgraph-api-custom:3.11
                 # -- Adding non-package dependency unit_tests --
-                ADD . /deps/outer-unit_tests/unit_tests
+                ADD . /deps/__outer_unit_tests/unit_tests
                 RUN set -ex && \\
                     for line in '[project]' \\
                                 'name = "unit_tests"' \\
@@ -1035,15 +1035,15 @@ def test_config_to_compose_env_vars():
                                 '[build-system]' \\
                                 'requires = ["setuptools>=61"]' \\
                                 'build-backend = "setuptools.build_meta"'; do \\
-                        echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\
+                        echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\
                     done
                 # -- End of non-package dependency unit_tests --
                 # -- Installing all local dependencies --
-                RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+                RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
                 # -- End of local dependencies install --
-                ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}'
+                ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}'
 {textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), "                ")}
-                WORKDIR /deps/outer-unit_tests/unit_tests
+                WORKDIR /deps/__outer_unit_tests/unit_tests
         """
     openai_api_key = "key"
     actual_compose_stdin = config_to_compose(
@@ -1070,7 +1070,7 @@ def test_config_to_compose_env_file():
             dockerfile_inline: |
                 FROM langchain/langgraph-api:3.11
                 # -- Adding non-package dependency unit_tests --
-                ADD . /deps/outer-unit_tests/unit_tests
+                ADD . /deps/__outer_unit_tests/unit_tests
                 RUN set -ex && \\
                     for line in '[project]' \\
                                 'name = "unit_tests"' \\
@@ -1080,15 +1080,15 @@ def test_config_to_compose_env_file():
                                 '[build-system]' \\
                                 'requires = ["setuptools>=61"]' \\
                                 'build-backend = "setuptools.build_meta"'; do \\
-                        echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\
+                        echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\
                     done
                 # -- End of non-package dependency unit_tests --
                 # -- Installing all local dependencies --
-                RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+                RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
                 # -- End of local dependencies install --
-                ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}'
+                ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}'
 {textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), "                ")}
-                WORKDIR /deps/outer-unit_tests/unit_tests
+                WORKDIR /deps/__outer_unit_tests/unit_tests
         """
     actual_compose_stdin = config_to_compose(
         PATH_TO_CONFIG,
@@ -1108,7 +1108,7 @@ def test_config_to_compose_watch():
             dockerfile_inline: |
                 FROM langchain/langgraph-api:3.11
                 # -- Adding non-package dependency unit_tests --
-                ADD . /deps/outer-unit_tests/unit_tests
+                ADD . /deps/__outer_unit_tests/unit_tests
                 RUN set -ex && \\
                     for line in '[project]' \\
                                 'name = "unit_tests"' \\
@@ -1118,15 +1118,15 @@ def test_config_to_compose_watch():
                                 '[build-system]' \\
                                 'requires = ["setuptools>=61"]' \\
                                 'build-backend = "setuptools.build_meta"'; do \\
-                        echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\
+                        echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\
                     done
                 # -- End of non-package dependency unit_tests --
                 # -- Installing all local dependencies --
-                RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+                RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
                 # -- End of local dependencies install --
-                ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}'
+                ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}'
 {textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), "                ")}
-                WORKDIR /deps/outer-unit_tests/unit_tests
+                WORKDIR /deps/__outer_unit_tests/unit_tests
         
         develop:
             watch:
@@ -1155,7 +1155,7 @@ def test_config_to_compose_end_to_end():
             dockerfile_inline: |
                 FROM langchain/langgraph-api:3.11
                 # -- Adding non-package dependency unit_tests --
-                ADD . /deps/outer-unit_tests/unit_tests
+                ADD . /deps/__outer_unit_tests/unit_tests
                 RUN set -ex && \\
                     for line in '[project]' \\
                                 'name = "unit_tests"' \\
@@ -1165,15 +1165,15 @@ def test_config_to_compose_end_to_end():
                                 '[build-system]' \\
                                 'requires = ["setuptools>=61"]' \\
                                 'build-backend = "setuptools.build_meta"'; do \\
-                        echo "$line" >> /deps/outer-unit_tests/pyproject.toml; \\
+                        echo "$line" >> /deps/__outer_unit_tests/pyproject.toml; \\
                     done
                 # -- End of non-package dependency unit_tests --
                 # -- Installing all local dependencies --
-                RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --prerelease=allow --no-cache-dir -c /api/constraints.txt -e /deps/*
+                RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e /deps/*
                 # -- End of local dependencies install --
-                ENV LANGSERVE_GRAPHS='{{"agent": "/deps/outer-unit_tests/unit_tests/agent.py:graph"}}'
+                ENV LANGSERVE_GRAPHS='{{"agent": "/deps/__outer_unit_tests/unit_tests/agent.py:graph"}}'
 {textwrap.indent(textwrap.dedent(FORMATTED_CLEANUP_LINES), "                ")}
-                WORKDIR /deps/outer-unit_tests/unit_tests
+                WORKDIR /deps/__outer_unit_tests/unit_tests
         
         develop:
             watch: