diff --git a/libs/core/langchain_core/runnables/config.py b/libs/core/langchain_core/runnables/config.py
index 5a580697f95..3b9dc50c8bf 100644
--- a/libs/core/langchain_core/runnables/config.py
+++ b/libs/core/langchain_core/runnables/config.py
@@ -1,9 +1,9 @@
 from __future__ import annotations
 
 import asyncio
-from concurrent.futures import Executor, ThreadPoolExecutor
+from concurrent.futures import Executor, Future, ThreadPoolExecutor
 from contextlib import contextmanager
-from contextvars import Context, copy_context
+from contextvars import ContextVar, copy_context
 from functools import partial
 from typing import (
     TYPE_CHECKING,
@@ -12,6 +12,8 @@ from typing import (
     Callable,
     Dict,
     Generator,
+    Iterable,
+    Iterator,
     List,
     Optional,
     TypeVar,
@@ -94,6 +96,11 @@ class RunnableConfig(TypedDict, total=False):
     """
 
 
+var_child_runnable_config = ContextVar(
+    "child_runnable_config", default=RunnableConfig()
+)
+
+
 def ensure_config(config: Optional[RunnableConfig] = None) -> RunnableConfig:
     """Ensure that a config is a dict with all keys present.
 
@@ -110,6 +117,10 @@ def ensure_config(config: Optional[RunnableConfig] = None) -> RunnableConfig:
         callbacks=None,
         recursion_limit=25,
     )
+    if var_config := var_child_runnable_config.get():
+        empty.update(
+            cast(RunnableConfig, {k: v for k, v in var_config.items() if v is not None})
+        )
     if config is not None:
         empty.update(
             cast(RunnableConfig, {k: v for k, v in config.items() if v is not None})
@@ -391,9 +402,51 @@ def get_async_callback_manager_for_config(
     )
 
 
-def _set_context(context: Context) -> None:
-    for var, value in context.items():
-        var.set(value)
+P = ParamSpec("P")
+T = TypeVar("T")
+
+
+class ContextThreadPoolExecutor(ThreadPoolExecutor):
+    """ThreadPoolExecutor that copies the context to the child thread."""
+
+    def submit(  # type: ignore[override]
+        self,
+        func: Callable[P, T],
+        *args: P.args,
+        **kwargs: P.kwargs,
+    ) -> Future[T]:
+        """Submit a function to the executor.
+
+        Args:
+            func (Callable[..., T]): The function to submit.
+            *args (Any): The positional arguments to the function.
+            **kwargs (Any): The keyword arguments to the function.
+
+        Returns:
+            Future[T]: The future for the function.
+        """
+        return super().submit(
+            cast(Callable[..., T], partial(copy_context().run, func, *args, **kwargs))
+        )
+
+    def map(
+        self,
+        fn: Callable[..., T],
+        *iterables: Iterable[Any],
+        timeout: float | None = None,
+        chunksize: int = 1,
+    ) -> Iterator[T]:
+        contexts = [copy_context() for _ in range(len(iterables[0]))]  # type: ignore[arg-type]
+
+        def _wrapped_fn(*args: Any) -> T:
+            return contexts.pop().run(fn, *args)
+
+        return super().map(
+            _wrapped_fn,
+            *iterables,
+            timeout=timeout,
+            chunksize=chunksize,
+        )
 
 
 @contextmanager
@@ -409,18 +462,12 @@ def get_executor_for_config(
         Generator[Executor, None, None]: The executor.
     """
     config = config or {}
-    with ThreadPoolExecutor(
-        max_workers=config.get("max_concurrency"),
-        initializer=_set_context,
-        initargs=(copy_context(),),
+    with ContextThreadPoolExecutor(
+        max_workers=config.get("max_concurrency")
     ) as executor:
         yield executor
 
 
-P = ParamSpec("P")
-T = TypeVar("T")
-
-
 async def run_in_executor(
     executor_or_config: Optional[Union[Executor, RunnableConfig]],
     func: Callable[P, T],