cr

fix
add available_tools to ToolCallRequest
2026-09-22 17:45:09 +02:00 · 2026-09-16 11:16:26 -04:00 · 2026-09-16 11:06:22 -04:00 · 2026-09-16 10:43:28 -04:00 · 2026-09-15 12:04:23 -04:00 · 2026-09-15 11:33:32 -04:00
20 changed files with 495 additions and 287 deletions
@@ -13,16 +13,16 @@ wheels = [

 [[package]]
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-version = "4.14.2"
+version = "4.13.0"
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    { name = "idna" },
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 [[package]]
@@ -26,16 +26,16 @@ wheels = [

 [[package]]
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+version = "4.12.1"
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 [[package]]
@@ -19,16 +19,16 @@ wheels = [

 [[package]]
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-version = "4.14.2"
+version = "4.12.1"
 source = { registry = "https://pypi.org/simple" }
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 [[package]]
@@ -0,0 +1,285 @@
+# This file is automatically @generated by Poetry 2.0.0 and should not be changed by hand.
+
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+version = "4.4.0"
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+optional = false
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+
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+
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+    {file = "orjson-3.10.5-cp38-cp38-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:03b565c3b93f5d6e001db48b747d31ea3819b89abf041ee10ac6988886d18e01"},
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+    {file = "orjson-3.10.5-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5a35455cc0b0b3a1eaf67224035f5388591ec72b9b6136d66b49a553ce9eb1e6"},
+    {file = "orjson-3.10.5-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1670fe88b116c2745a3a30b0f099b699a02bb3482c2591514baf5433819e4f4d"},
+    {file = "orjson-3.10.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:185c394ef45b18b9a7d8e8f333606e2e8194a50c6e3c664215aae8cf42c5385e"},
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+    {file = "orjson-3.10.5-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:dfc91d4720d48e2a709e9c368d5125b4b5899dced34b5400c3837dadc7d6271b"},
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+    {file = "orjson-3.10.5-cp38-none-win_amd64.whl", hash = "sha256:8a11d459338f96a9aa7f232ba95679fc0c7cedbd1b990d736467894210205c09"},
+    {file = "orjson-3.10.5-cp39-cp39-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:85c89131d7b3218db1b24c4abecea92fd6c7f9fab87441cfc342d3acc725d807"},
+    {file = "orjson-3.10.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb66215277a230c456f9038d5e2d84778141643207f85336ef8d2a9da26bd7ca"},
+    {file = "orjson-3.10.5-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:51bbcdea96cdefa4a9b4461e690c75ad4e33796530d182bdd5c38980202c134a"},
+    {file = "orjson-3.10.5-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dbead71dbe65f959b7bd8cf91e0e11d5338033eba34c114f69078d59827ee139"},
+    {file = "orjson-3.10.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5df58d206e78c40da118a8c14fc189207fffdcb1f21b3b4c9c0c18e839b5a214"},
+    {file = "orjson-3.10.5-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:c4057c3b511bb8aef605616bd3f1f002a697c7e4da6adf095ca5b84c0fd43595"},
+    {file = "orjson-3.10.5-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:b39e006b00c57125ab974362e740c14a0c6a66ff695bff44615dcf4a70ce2b86"},
+    {file = "orjson-3.10.5-cp39-none-win32.whl", hash = "sha256:eded5138cc565a9d618e111c6d5c2547bbdd951114eb822f7f6309e04db0fb47"},
+    {file = "orjson-3.10.5-cp39-none-win_amd64.whl", hash = "sha256:cc28e90a7cae7fcba2493953cff61da5a52950e78dc2dacfe931a317ee3d8de7"},
+    {file = "orjson-3.10.5.tar.gz", hash = "sha256:7a5baef8a4284405d96c90c7c62b755e9ef1ada84c2406c24a9ebec86b89f46d"},
+]
+
+[[package]]
+name = "sniffio"
+version = "1.3.1"
+description = "Sniff out which async library your code is running under"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
+    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
+]
+
+[[package]]
+name = "typing-extensions"
+version = "4.12.2"
+description = "Backported and Experimental Type Hints for Python 3.8+"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version < \"3.11\""
+files = [
+    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
+    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
+]
+
+[metadata]
+lock-version = "2.1"
+python-versions = "^3.9.0,<4.0"
+content-hash = "ec5109729f30d2033a10a10e8f8d3ed94c7d96d5d31025b4815b0123664bb063"
@@ -12,5 +12,5 @@ def disable_analytics_env() -> None:
    if "LANGGRAPH_CLI_NO_ANALYTICS" in os.environ:
        print("⚠️ LANGGRAPH_CLI_NO_ANALYTICS is set. Overriding it for the test.")

-    with patch.dict(os.environ, {"LANGGRAPH_CLI_NO_ANALYTICS": "1"}):
+    with patch.dict(os.environ, {"LANGGRAPH_CLI_NO_ANALYTICS": "0"}):
        yield
@@ -39,15 +39,15 @@ wheels = [

 [[package]]
 name = "anyio"
-version = "4.14.2"
+version = "4.13.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "idna" },
    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/61/cc/a381afa6efea9f496eff839d4a6a1aed3bfafc7b3ab4b0d1b243a12573dd/anyio-4.14.2.tar.gz", hash = "sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f", size = 260176, upload-time = "2026-07-12T20:29:07.082Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc", size = 231622, upload-time = "2026-03-24T12:59:09.671Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl", hash = "sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494", size = 125813, upload-time = "2026-07-12T20:29:05.763Z" },
+    { url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353, upload-time = "2026-03-24T12:59:08.246Z" },
 ]

 [[package]]
@@ -13,15 +13,15 @@ wheels = [

 [[package]]
 name = "anyio"
-version = "4.14.2"
+version = "4.13.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "idna" },
    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/61/cc/a381afa6efea9f496eff839d4a6a1aed3bfafc7b3ab4b0d1b243a12573dd/anyio-4.14.2.tar.gz", hash = "sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f", size = 260176, upload-time = "2026-07-12T20:29:07.082Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc", size = 231622, upload-time = "2026-03-24T12:59:09.671Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl", hash = "sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494", size = 125813, upload-time = "2026-07-12T20:29:05.763Z" },
+    { url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353, upload-time = "2026-03-24T12:59:08.246Z" },
 ]

 [[package]]
@@ -19,16 +19,16 @@ wheels = [

 [[package]]
 name = "anyio"
-version = "4.14.2"
+version = "4.13.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
    { name = "idna" },
    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/61/cc/a381afa6efea9f496eff839d4a6a1aed3bfafc7b3ab4b0d1b243a12573dd/anyio-4.14.2.tar.gz", hash = "sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f", size = 260176, upload-time = "2026-07-12T20:29:07.082Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc", size = 231622, upload-time = "2026-03-24T12:59:09.671Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl", hash = "sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494", size = 125813, upload-time = "2026-07-12T20:29:05.763Z" },
+    { url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353, upload-time = "2026-03-24T12:59:08.246Z" },
 ]

 [[package]]
@@ -12,23 +12,15 @@ from typing import (
    Generic,
    Literal,
    NamedTuple,
+    TypeVar,
    final,
-    overload,
 )
 from warnings import warn

 from langchain_core.messages import AnyMessage
 from langchain_core.runnables import Runnable, RunnableConfig
 from langgraph.checkpoint.base import BaseCheckpointSaver, CheckpointMetadata
-from pydantic import TypeAdapter
-from typing_extensions import (
-    NotRequired,
-    TypeAliasType,
-    TypedDict,
-    TypeVar,
-    Unpack,
-    deprecated,
-)
+from typing_extensions import NotRequired, TypeAliasType, TypedDict, Unpack, deprecated
 from xxhash import xxh3_128_hexdigest

 from langgraph._internal._cache import default_cache_key
@@ -44,7 +36,6 @@ from langgraph.warnings import LangGraphDeprecatedSinceV10, LangGraphDeprecatedS
 # when used in standalone type aliases.
 StateT = TypeVar("StateT")
 OutputT = TypeVar("OutputT")
-ResponseT = TypeVar("ResponseT", default=Any)

 if TYPE_CHECKING:
    from langgraph.pregel.protocol import PregelProtocol
@@ -581,7 +572,7 @@ _DEFAULT_INTERRUPT_ID = "placeholder-id"

@final
@dataclass(init=False, slots=True)
-class Interrupt(Generic[ResponseT]):
+class Interrupt:
    """Information about an interrupt that occurred in a node.

    !!! version-added "Added in version 0.2.24"
@@ -605,22 +596,13 @@ class Interrupt(Generic[ResponseT]):
    id: str
    """The ID of the interrupt. Can be used to resume the interrupt directly."""

-    response_schema: type[ResponseT] | dict[str, Any] | None = None
-    """Schema for the value expected when resuming this interrupt, if the graph provided one.
-
-    A surfaced interrupt carries JSON Schema (a `dict`); `type[ResponseT]` records the
-    Python type at construction so `Interrupt[Decision]` is meaningful to type checkers."""
-
    def __init__(
        self,
        value: Any,
        id: str = _DEFAULT_INTERRUPT_ID,
-        *,
-        response_schema: type[ResponseT] | dict[str, Any] | None = None,
        **deprecated_kwargs: Unpack[DeprecatedKwargs],
    ) -> None:
        self.value = value
-        self.response_schema = response_schema

        if (
            (ns := deprecated_kwargs.get("ns", MISSING)) is not MISSING
@@ -632,18 +614,8 @@ class Interrupt(Generic[ResponseT]):
            self.id = id

    @classmethod
-    def from_ns(
-        cls,
-        value: Any,
-        ns: str,
-        *,
-        response_schema: type[ResponseT] | dict[str, Any] | None = None,
-    ) -> Interrupt[ResponseT]:
-        return cls(
-            value=value,
-            id=xxh3_128_hexdigest(ns.encode()),
-            response_schema=response_schema,
-        )
+    def from_ns(cls, value: Any, ns: str) -> Interrupt:
+        return cls(value=value, id=xxh3_128_hexdigest(ns.encode()))

    @property
    @deprecated("`interrupt_id` is deprecated. Use `id` instead.", category=None)
@@ -876,17 +848,7 @@ class Command(Generic[N], ToolOutputMixin):
    PARENT: ClassVar[Literal["__parent__"]] = "__parent__"


-@overload
-def interrupt(value: Any, *, response_schema: type[ResponseT]) -> ResponseT: ...
-
-
-@overload
-def interrupt(value: Any, *, response_schema: dict[str, Any] | None = None) -> Any: ...
-
-
-def interrupt(
-    value: Any, *, response_schema: dict[str, Any] | type | None = None
-) -> Any:
+def interrupt(value: Any) -> Any:
    """Interrupt the graph with a resumable exception from within a node.

    The `interrupt` function enables human-in-the-loop workflows by pausing graph
@@ -956,7 +918,7 @@ def interrupt(
        for chunk in graph.stream({\"foo\": \"abc\"}, config):
            print(chunk)

-        # > {'__interrupt__': (Interrupt(value='what is your age?', id='45fda8478b2ef754419799e10992af06', response_schema=None),)}
+        # > {'__interrupt__': (Interrupt(value='what is your age?', id='45fda8478b2ef754419799e10992af06'),)}

        command = Command(resume=\"some input from a human!!!\")

@@ -969,20 +931,12 @@ def interrupt(

    Args:
        value: The value to surface to the client when the graph is interrupted.
-        response_schema: Optional schema for the value expected on resume, surfaced
-            to clients so they can render a typed input form. Accepts a JSON Schema
-            `dict` (used as-is, resume values are not validated), or a Pydantic model
-            class, `TypedDict`, or dataclass, which are converted to JSON Schema for
-            clients and used to validate the resume value; the validated object is
-            what `interrupt` returns.

    Returns:
-        Any: On subsequent invocations within the same node (same task to be precise), returns the value provided during the first invocation,
-            validated against `response_schema` when one that supports validation was given.
+        Any: On subsequent invocations within the same node (same task to be precise), returns the value provided during the first invocation

    Raises:
        GraphInterrupt: On the first invocation within the node, halts execution and surfaces the provided value to the client.
-        pydantic.ValidationError: When a resume value does not match a Pydantic model, `TypedDict`, or dataclass `response_schema`.
    """
    from langgraph._internal._constants import (
        CONFIG_KEY_CHECKPOINT_NS,
@@ -994,36 +948,27 @@ def interrupt(
    from langgraph.errors import GraphInterrupt

    conf = get_config()["configurable"]
-    adapter = (
-        None
-        if response_schema is None or isinstance(response_schema, dict)
-        else TypeAdapter(response_schema)
-    )
    # track interrupt index
    scratchpad = conf[CONFIG_KEY_SCRATCHPAD]
    idx = scratchpad.interrupt_counter()
    # find previous resume values
    if scratchpad.resume:
        if idx < len(scratchpad.resume):
-            v = scratchpad.resume[idx]
-            validated = adapter.validate_python(v) if adapter else v
-            conf[CONFIG_KEY_SEND]([(RESUME, scratchpad.resume[: idx + 1])])
-            return validated
+            conf[CONFIG_KEY_SEND]([(RESUME, scratchpad.resume)])
+            return scratchpad.resume[idx]
    # find current resume value
    v = scratchpad.get_null_resume(True)
    if v is not None:
        assert len(scratchpad.resume) == idx, (scratchpad.resume, idx)
-        validated = adapter.validate_python(v) if adapter else v
        scratchpad.resume.append(v)
        conf[CONFIG_KEY_SEND]([(RESUME, scratchpad.resume)])
-        return validated
+        return v
    # no resume value found
    raise GraphInterrupt(
        (
            Interrupt.from_ns(
                value=value,
                ns=conf[CONFIG_KEY_CHECKPOINT_NS],
-                response_schema=adapter.json_schema() if adapter else response_schema,
            ),
        )
    )
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph"
-version = "1.2.12"
+version = "1.2.11"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"
@@ -1,14 +1,9 @@
-from dataclasses import dataclass
-from typing import Any
-
 import pytest
 from langgraph.checkpoint.base import BaseCheckpointSaver
-from pydantic import BaseModel, ValidationError
 from typing_extensions import TypedDict

 from langgraph.graph import END, START, StateGraph
-from langgraph.types import Command, Durability, Interrupt, interrupt
-from tests.any_str import AnyStr
+from langgraph.types import Durability

 pytestmark = pytest.mark.anyio

@@ -95,150 +90,3 @@ async def test_interruption_without_state_updates_async(
    assert (await graph.aget_state(thread)).next == ()
    n_checkpoints = len([c async for c in graph.aget_state_history(thread)])
    assert n_checkpoints == (5 if durability != "exit" else 3)
-
-
-class Decision(BaseModel):
-    approved: bool
-    note: str | None = None
-
-
-class DecisionDict(TypedDict):
-    approved: bool
-
-
-@dataclass
-class DecisionData:
-    approved: bool
-
-
-RAW_SCHEMA = {"type": "object", "properties": {"approved": {"type": "boolean"}}}
-
-
-@pytest.mark.parametrize(
-    ("response_schema", "expected_schema", "expected_answer"),
-    [
-        (None, None, {"approved": True, "extra": 1}),
-        (RAW_SCHEMA, RAW_SCHEMA, {"approved": True, "extra": 1}),
-        (Decision, Decision.model_json_schema(), Decision(approved=True)),
-        (
-            DecisionDict,
-            {
-                "properties": {"approved": {"title": "Approved", "type": "boolean"}},
-                "required": ["approved"],
-                "title": "DecisionDict",
-                "type": "object",
-            },
-            {"approved": True},
-        ),
-        (
-            DecisionData,
-            {
-                "properties": {"approved": {"title": "Approved", "type": "boolean"}},
-                "required": ["approved"],
-                "title": "DecisionData",
-                "type": "object",
-            },
-            DecisionData(approved=True),
-        ),
-    ],
-    ids=["none", "raw_dict", "pydantic", "typeddict", "dataclass"],
-)
-def test_interrupt_response_schema(
-    sync_checkpointer: BaseCheckpointSaver,
-    response_schema: Any,
-    expected_schema: dict[str, Any] | None,
-    expected_answer: Any,
-) -> None:
-    class State(TypedDict):
-        answer: Any
-
-    def node(state: State) -> State:
-        return {
-            "answer": interrupt(
-                {"question": "approve?"}, response_schema=response_schema
-            )
-        }
-
-    graph = (
-        StateGraph(State)
-        .add_node("node", node)
-        .add_edge(START, "node")
-        .compile(checkpointer=sync_checkpointer)
-    )
-    config = {"configurable": {"thread_id": "1"}}
-    expected = Interrupt(
-        value={"question": "approve?"}, id=AnyStr(), response_schema=expected_schema
-    )
-
-    assert list(graph.stream({"answer": None}, config)) == [
-        {"__interrupt__": (expected,)}
-    ]
-    assert graph.get_state(config).tasks[0].interrupts == (expected,)
-    assert graph.invoke(Command(resume={"approved": True, "extra": 1}), config) == {
-        "answer": expected_answer
-    }
-
-
-@pytest.mark.parametrize("resume_style", ["null", "map"])
-def test_interrupt_response_schema_rejects_invalid_resume(
-    sync_checkpointer: BaseCheckpointSaver, resume_style: str
-) -> None:
-    class State(TypedDict):
-        answer: Any
-
-    def node(state: State) -> State:
-        return {"answer": interrupt("approve?", response_schema=Decision)}
-
-    graph = (
-        StateGraph(State)
-        .add_node("node", node)
-        .add_edge(START, "node")
-        .compile(checkpointer=sync_checkpointer)
-    )
-    config = {"configurable": {"thread_id": "1"}}
-    graph.invoke({"answer": None}, config)
-    [pending] = graph.get_state(config).tasks[0].interrupts
-
-    def resume(value: dict[str, Any]) -> Command:
-        return Command(resume=value if resume_style == "null" else {pending.id: value})
-
-    with pytest.raises(ValidationError, match="approved"):
-        graph.invoke(resume({"approved": "nope"}), config)
-
-    assert graph.invoke(resume({"approved": False}), config) == {
-        "answer": Decision(approved=False)
-    }
-
-
-@pytest.mark.parametrize("resume_style", ["null", "id_map"])
-def test_interrupt_response_schema_invalid_resume_after_earlier_interrupt(
-    sync_checkpointer: BaseCheckpointSaver, resume_style: str
-) -> None:
-    class State(TypedDict):
-        answer: Any
-
-    def node(state: State) -> State:
-        first = interrupt("first")
-        second = interrupt("approve?", response_schema=Decision)
-        return {"answer": [first, second]}
-
-    graph = (
-        StateGraph(State)
-        .add_node("node", node)
-        .add_edge(START, "node")
-        .compile(checkpointer=sync_checkpointer)
-    )
-    config = {"configurable": {"thread_id": "1"}}
-    graph.invoke({"answer": None}, config)
-    graph.invoke(Command(resume="ok"), config)
-    [pending] = graph.get_state(config).tasks[0].interrupts
-
-    def resume(value: dict[str, Any]) -> Command:
-        return Command(resume=value if resume_style == "null" else {pending.id: value})
-
-    with pytest.raises(ValidationError, match="approved"):
-        graph.invoke(resume({"approved": "nope"}), config)
-
-    assert graph.invoke(resume({"approved": True}), config) == {
-        "answer": ["ok", Decision(approved=True)]
-    }
@@ -5583,7 +5583,6 @@ def test_falsy_return_from_task(sync_checkpointer: BaseCheckpointSaver):
                "interrupts": [
                    {
                        "id": AnyStr(),
-                        "response_schema": None,
                        "value": "test",
                    },
                ],
@@ -5628,7 +5627,6 @@ def test_falsy_return_from_task(sync_checkpointer: BaseCheckpointSaver):
                        "interrupts": (
                            {
                                "id": AnyStr(),
-                                "response_schema": None,
                                "value": "test",
                            },
                        ),
@@ -1437,7 +1437,7 @@ wheels = [

 [[package]]
 name = "langgraph"
-version = "1.2.12"
+version = "1.2.11"
 source = { editable = "." }
 dependencies = [
    { name = "langchain-core" },
@@ -3404,11 +3404,11 @@ wheels = [

 [[package]]
 name = "soupsieve"
-version = "2.9"
+version = "2.8.4"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/80/f1/93422647dd7e461f23d254e6b2bfa687a85b53aeb4903fcdbb74474d4584/soupsieve-2.9.tar.gz", hash = "sha256:acee8417325c5653e1377dc31eccad59eb82cbc65942afe6174c53b3aaad63fc", size = 122122, upload-time = "2026-07-19T01:35:18.425Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/47/2c/0a5f6f8ee0d5589e48c7640213ed5175d52cf540a06725b628cc1a45d6ce/soupsieve-2.8.4.tar.gz", hash = "sha256:e121fd02e975c695e4e9e8774a5ee35d74714b59307868dcc5319ad2d9e3328e", size = 121110, upload-time = "2026-05-24T13:55:57.154Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/7b/d6/3185ab5ad1280319b31986898f3206dd7227cd75e293d4dba2a5e6bf27a0/soupsieve-2.9-py3-none-any.whl", hash = "sha256:a2b2c76d67df2382d245409fd71e321a571717e58463efa32ace87dcadac2c12", size = 37387, upload-time = "2026-07-19T01:35:17.106Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/f5/0c41cb68dcae6b7de4fac4188a3a9589e21fb31df21ea3a2e888db95e6c9/soupsieve-2.8.4-py3-none-any.whl", hash = "sha256:e7e6b0769c8f51ed59acab6e994b00621096cfb1c640a7509295987388fbaf65", size = 37304, upload-time = "2026-05-24T13:55:55.406Z" },
 ]

 [[package]]
@@ -135,18 +135,25 @@ class ToolCallRequest:

    Attributes:
        tool_call: Tool call dict with name, args, and id from model output.
+
+            If an interceptor edits `tool_call["name"]` so it differs from `tool`,
+            `tool_call["name"]` is authoritative for what tool is executed.
        tool: BaseTool instance to be invoked, or None if tool is not
            registered with the `ToolNode`. When tool is `None`, interceptors can
            handle the request without validation. If the interceptor calls `execute()`,
            validation will occur and raise an error for unregistered tools.
        state: Agent state (`dict`, `list`, or `BaseModel`).
        runtime: LangGraph runtime context (optional, `None` if outside graph).
+        available_tools: Client-side tools registered with the `ToolNode`. Provider
+            and built-in tools are not included. Use this to resolve a replacement
+            tool when redirecting a call, and set `tool` to the resolved instance.
    """

    tool_call: ToolCall
    tool: BaseTool | None
    state: Any
    runtime: ToolRuntime
+    available_tools: list[BaseTool] = field(default_factory=list)

    def __setattr__(self, name: str, value: Any) -> None:
        """Raise deprecation warning when setting attributes directly.
@@ -336,6 +343,27 @@ def msg_content_output(output: Any) -> str | list[dict]:
        return str(output)


+class ToolCallRequestMismatchError(ValueError):
+    """`tool_call["name"]` and `tool` disagree on a `ToolCallRequest`."""
+
+
+def _check_not_redirected_without_tool(
+    request: ToolCallRequest, original_name: str, original_tool: BaseTool | None
+) -> None:
+    """Raise if an interceptor renamed the call but left `tool` as the resolved one."""
+    if (
+        original_tool is not None
+        and request.tool is original_tool
+        and request.tool_call["name"] != original_name
+    ):
+        msg = (
+            f"Interceptor set tool_call name to {request.tool_call['name']!r} but left "
+            f"`tool` as {original_tool.name!r}. Redirecting a call requires setting both; "
+            f"resolve the replacement from `ToolCallRequest.available_tools`."
+        )
+        raise ToolCallRequestMismatchError(msg)
+
+
 class ToolInvocationError(ToolException):
    """An error occurred while invoking a tool due to invalid arguments.

@@ -1037,6 +1065,7 @@ class ToolNode(RunnableCallable):
            tool=tool,
            state=tool_runtime.state,
            runtime=tool_runtime,
+            available_tools=list(self.tools_by_name.values()),
        )

        config = tool_runtime.config
@@ -1046,13 +1075,18 @@ class ToolNode(RunnableCallable):
            return self._execute_tool_sync(tool_request, input_type, config)

        # Define execute callable that can be called multiple times
+        original_name, original_tool = call["name"], tool
+
        def execute(req: ToolCallRequest) -> ToolMessage | Command:
            """Execute tool with given request. Can be called multiple times."""
+            _check_not_redirected_without_tool(req, original_name, original_tool)
            return self._execute_tool_sync(req, input_type, config)

        # Call wrapper with request and execute callable
        try:
            return self._wrap_tool_call(tool_request, execute)
+        except ToolCallRequestMismatchError:
+            raise
        except Exception as e:
            # Wrapper threw an exception
            if not self._handle_tool_errors:
@@ -1184,6 +1218,7 @@ class ToolNode(RunnableCallable):
            tool=tool,
            state=tool_runtime.state,
            runtime=tool_runtime,
+            available_tools=list(self.tools_by_name.values()),
        )

        config = tool_runtime.config
@@ -1193,12 +1228,16 @@ class ToolNode(RunnableCallable):
            return await self._execute_tool_async(tool_request, input_type, config)

        # Define async execute callable that can be called multiple times
+        original_name, original_tool = call["name"], tool
+
        async def execute(req: ToolCallRequest) -> ToolMessage | Command:
            """Execute tool with given request. Can be called multiple times."""
+            _check_not_redirected_without_tool(req, original_name, original_tool)
            return await self._execute_tool_async(req, input_type, config)

        def _sync_execute(req: ToolCallRequest) -> ToolMessage | Command:
            """Sync execute fallback for sync wrapper."""
+            _check_not_redirected_without_tool(req, original_name, original_tool)
            return self._execute_tool_sync(req, input_type, config)

        # Call wrapper with request and execute callable
@@ -1208,6 +1247,8 @@ class ToolNode(RunnableCallable):
            # None check was performed above already
            self._wrap_tool_call = cast("ToolCallWrapper", self._wrap_tool_call)
            return self._wrap_tool_call(tool_request, _sync_execute)
+        except ToolCallRequestMismatchError:
+            raise
        except Exception as e:
            # Wrapper threw an exception
            if not self._handle_tool_errors:
@@ -1,7 +1,7 @@
 """Unit tests for tool call interceptor in ToolNode."""

 import functools
-from collections.abc import Callable
+from collections.abc import Awaitable, Callable
 from unittest.mock import Mock

 import pytest
@@ -13,6 +13,7 @@ from langgraph.types import Command

 from langgraph.prebuilt.tool_node import (
    ToolCallRequest,
+    ToolCallRequestMismatchError,
    ToolNode,
 )

@@ -1471,3 +1472,118 @@ def test_tool_call_request_is_frozen() -> None:
    assert fresh_new_request.tool == add  # Other fields should remain the same
    assert fresh_new_request.state == state
    assert fresh_new_request.runtime is None
+
+
+async def test_interceptor_can_redirect_to_another_tool() -> None:
+    """Redirecting requires setting both `tool_call` and `tool`; routing follows them."""
+
+    @tool
+    def subtract(a: int, b: int) -> int:
+        """Subtract two numbers."""
+        return a - b
+
+    async def redirect(
+        request: ToolCallRequest,
+        execute: Callable[[ToolCallRequest], Awaitable[ToolMessage | Command]],
+    ) -> ToolMessage | Command:
+        target = next(t for t in request.available_tools if t.name == "subtract")
+        return await execute(
+            request.override(
+                tool_call={**request.tool_call, "name": "subtract"}, tool=target
+            )
+        )
+
+    node = ToolNode([add, subtract], awrap_tool_call=redirect)
+    result = await node.ainvoke(
+        [
+            AIMessage(
+                "",
+                tool_calls=[
+                    {
+                        "name": "add",
+                        "args": {"a": 5, "b": 3},
+                        "id": "1",
+                        "type": "tool_call",
+                    }
+                ],
+            )
+        ],
+        _create_config_with_runtime(),
+    )
+
+    # `add` would return 8; `subtract` returns 2.
+    assert result[0].content == "2"
+
+
+def test_interceptor_tool_call_name_and_tool_must_agree() -> None:
+    """Renaming `tool_call` without `tool` raises rather than running the wrong tool."""
+
+    def rename_only(
+        request: ToolCallRequest,
+        execute: Callable[[ToolCallRequest], ToolMessage | Command],
+    ) -> ToolMessage | Command:
+        return execute(
+            request.override(tool_call={**request.tool_call, "name": "other"})
+        )
+
+    @tool
+    def other(a: int, b: int) -> int:
+        """Another tool."""
+        return 0
+
+    # handle_tool_errors is on by default; the mismatch must not become a ToolMessage
+    node = ToolNode([add, other], wrap_tool_call=rename_only)
+    with pytest.raises(ToolCallRequestMismatchError, match="other"):
+        node.invoke(
+            [
+                AIMessage(
+                    "",
+                    tool_calls=[
+                        {
+                            "name": "add",
+                            "args": {"a": 1, "b": 2},
+                            "id": "1",
+                            "type": "tool_call",
+                        }
+                    ],
+                )
+            ],
+            _create_config_with_runtime(),
+        )
+
+
+async def test_sync_interceptor_under_ainvoke_also_validates_redirect() -> None:
+    """The sync-wrapper fallback used by `ainvoke` must validate too, not just `invoke`."""
+
+    def rename_only(
+        request: ToolCallRequest,
+        execute: Callable[[ToolCallRequest], ToolMessage | Command],
+    ) -> ToolMessage | Command:
+        return execute(
+            request.override(tool_call={**request.tool_call, "name": "other"})
+        )
+
+    @tool
+    def other(a: int, b: int) -> int:
+        """Another tool."""
+        return 0
+
+    # Only a sync wrapper is configured, so `ainvoke` routes through `_sync_execute`.
+    node = ToolNode([add, other], wrap_tool_call=rename_only)
+    with pytest.raises(ToolCallRequestMismatchError, match="other"):
+        await node.ainvoke(
+            [
+                AIMessage(
+                    "",
+                    tool_calls=[
+                        {
+                            "name": "add",
+                            "args": {"a": 1, "b": 2},
+                            "id": "1",
+                            "type": "tool_call",
+                        }
+                    ],
+                )
+            ],
+            _create_config_with_runtime(),
+        )
@@ -286,7 +286,7 @@ wheels = [

 [[package]]
 name = "langgraph"
-version = "1.2.12"
+version = "1.2.11"
 source = { editable = "../langgraph" }
 dependencies = [
    { name = "langchain-core" },
@@ -3,7 +3,7 @@ from langgraph_sdk.client import get_client, get_sync_client
 from langgraph_sdk.encryption import Encryption
 from langgraph_sdk.encryption.types import DecryptResult, EncryptionContext

-__version__ = "0.4.5"
+__version__ = "0.4.4"

 __all__ = [
    "Auth",
@@ -295,8 +295,6 @@ class Interrupt(TypedDict):
    """The value associated with the interrupt."""
    id: str
    """The ID of the interrupt. Can be used to resume the interrupt."""
-    response_schema: NotRequired[dict[str, Any]]
-    """JSON Schema for the value expected when resuming this interrupt, if the graph provided one."""


 class Thread(TypedDict):
@@ -29,10 +29,7 @@ def test_sync_extension_projection_yields_matching_custom_payloads():
        {"name": "progress", "step": 1},
        {"name": "progress", "step": 2},
    ]
-    assert any(
-        "custom:progress" in body.get("channels", [])
-        for body in fake.stream_request_bodies
-    )
+    assert "custom:progress" in fake.stream_request_bodies[-1]["channels"]


 def test_sync_extension_projection_supports_namespace_scope_on_subgraph_handle():
@@ -17,16 +17,16 @@ wheels = [

 [[package]]
 name = "anyio"
-version = "4.15.1"
+version = "4.12.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
    { name = "idna" },
-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a9/d2/f4d173e22df740bc37b1db102b386ba719b66e95b0f0d751f556b387e6d2/anyio-4.15.1.tar.gz", hash = "sha256:9f28306018cbd6d329e64a36d58256edff76dd996fe423bc957326e578b82a94", size = 276966, upload-time = "2026-09-05T10:42:39.44Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/96/f0/5eb65b2bb0d09ac6776f2eb54adee6abe8228ea05b20a5ad0e4945de8aac/anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703", size = 228685, upload-time = "2026-01-06T11:45:21.246Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/12/b8/4bd346e22b28902df4d651910f5242c28d84e4a5c2435ca5c3f797ed7e2e/anyio-4.15.1-py3-none-any.whl", hash = "sha256:6152fdbbf9a77fdec97731721bebf7c4c44f7c29b424b0065826173efc7ed101", size = 132079, upload-time = "2026-09-05T10:42:37.923Z" },
+    { url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c", size = 113592, upload-time = "2026-01-06T11:45:19.497Z" },
 ]

 [[package]]
@@ -181,7 +181,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" } },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" }
 wheels = [
@@ -277,8 +277,7 @@ dependencies = [
    { name = "pydantic" },
    { name = "pyyaml" },
    { name = "tenacity" },
-    { name = "typing-extensions", version = "4.15.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.15'" },
-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
+    { name = "typing-extensions" },
    { name = "uuid-utils" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/90/12/aff76ca89c219ebe6f9dd3c5dbc4e3b1cf5450e9fc7037dccad23d45cd7a/langchain_core-1.6.1.tar.gz", hash = "sha256:1b156cb395aac4f009a8a1b38a574c7d948fe2d5f74c96e0d8a5017b4149e04f", size = 1003359, upload-time = "2026-08-27T19:31:14.956Z" }
@@ -291,8 +290,7 @@ name = "langchain-protocol"
 version = "0.0.19"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", version = "4.15.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.15'" },
-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/14/56/913599f2f9cec8524868929f12d72b2ede377a6056ca8a40a32bdadfa535/langchain_protocol-0.0.19.tar.gz", hash = "sha256:79d90a1425122ac87e8052e2ec054fbd09c3edbf341bdfb6397112a495c7bf8c", size = 6265, upload-time = "2026-08-26T21:12:00.703Z" }
 wheels = [
@@ -301,7 +299,7 @@ wheels = [

 [[package]]
 name = "langgraph"
-version = "1.2.12"
+version = "1.2.11"
 source = { editable = "../langgraph" }
 dependencies = [
    { name = "langchain-core" },
@@ -728,8 +726,7 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "annotated-types" },
    { name = "pydantic-core" },
-    { name = "typing-extensions", version = "4.15.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.15'" },
-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
+    { name = "typing-extensions" },
    { name = "typing-inspection" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/53/ef/fc4f868f4e2cee79f863883abffceff107875f569b848507319842d2a681/pydantic-2.13.5.tar.gz", hash = "sha256:51a9c5f7b2f8e636f04c6cada605d9b6a3bf1348fdf945a3d8869b19bba0ee08", size = 845750, upload-time = "2026-08-28T14:04:00.916Z" }
@@ -742,8 +739,7 @@ name = "pydantic-core"
 version = "2.46.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", version = "4.15.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.15'" },
-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/af/f9/8a06bea35ef8daf588f707784c973a7046e0034c8d8cfb08828eeffb8b75/pydantic_core-2.46.5.tar.gz", hash = "sha256:10416c15b8839ecc4ef4d0885da76da6fd0f67333a0eb8aff6d93c4b8f2910fc", size = 472262, upload-time = "2026-08-28T10:01:31.677Z" }
 wheels = [
@@ -888,7 +884,7 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "backports-asyncio-runner", marker = "python_full_version < '3.11'" },
    { name = "pytest" },
-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.13'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/43/7c/d36d04db312ecf4298932ef77e6e4a9e8ad017906e24e34f0b0c361a2473/pytest_asyncio-1.4.0.tar.gz", hash = "sha256:c6c0d2259945122819f171a32ecea2c349ead889ee28176caaf492143424be42", size = 58514, upload-time = "2026-05-26T09:56:04.083Z" }
 wheels = [
@@ -1041,7 +1037,7 @@ version = "1.6.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "anyio" },
-    { name = "typing-extensions", version = "4.16.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.13'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/b5/b4/205b0d5241d934e8add0c38aa924c4f9fb7330834ff11e5444db964ec3f9/starlette-1.6.0.tar.gz", hash = "sha256:d4e3ac5e546444960c710297a3c9fc3f7ebae1b7e963f3d36173b49da535be9b", size = 2716969, upload-time = "2026-08-08T18:27:57.512Z" }
 wheels = [
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Author	SHA1	Message	Date
Chester Curme	f6d8e63e21	cr	2026-09-16 11:16:26 -04:00
Chester Curme	a4160c8f37	fix	2026-09-16 11:06:22 -04:00
Chester Curme	dcd325e581	add available_tools to ToolCallRequest	2026-09-16 10:43:28 -04:00
Chester Curme	ab478cb40f	nit	2026-09-15 12:04:23 -04:00
Chester Curme	218887d7ce	prefer ToolCallRequest.tool_call['name'] for deciding what tool is executed in ToolNode	2026-09-15 11:33:32 -04:00