diff --git a/libs/langchain/langchain/prompts/__init__.py b/libs/langchain/langchain/prompts/__init__.py
index 8de4b06a4a4..d02b98a19e3 100644
--- a/libs/langchain/langchain/prompts/__init__.py
+++ b/libs/langchain/langchain/prompts/__init__.py
@@ -27,9 +27,8 @@ from multiple components. Prompt classes and functions make constructing
                     ChatPromptValue
 
 """  # noqa: E501
-from langchain_community.example_selectors.ngram_overlap import (
-    NGramOverlapExampleSelector,
-)
+from typing import TYPE_CHECKING, Any
+
 from langchain_core.example_selectors import (
     LengthBasedExampleSelector,
     MaxMarginalRelevanceExampleSelector,
@@ -53,8 +52,29 @@ from langchain_core.prompts import (
     load_prompt,
 )
 
+from langchain._api import create_importer
 from langchain.prompts.prompt import Prompt
 
+if TYPE_CHECKING:
+    from langchain_community.example_selectors.ngram_overlap import (
+        NGramOverlapExampleSelector,
+    )
+
+# Create a way to dynamically look up deprecated imports.
+# Used to consolidate logic for raising deprecation warnings and
+# handling optional imports.
+MODULE_LOOKUP = {
+    "NGramOverlapExampleSelector": "langchain_community.example_selectors.ngram_overlap"
+}
+
+_import_attribute = create_importer(__file__, module_lookup=MODULE_LOOKUP)
+
+
+def __getattr__(name: str) -> Any:
+    """Look up attributes dynamically."""
+    return _import_attribute(name)
+
+
 __all__ = [
     "AIMessagePromptTemplate",
     "BaseChatPromptTemplate",
diff --git a/libs/langchain/langchain/prompts/example_selector/__init__.py b/libs/langchain/langchain/prompts/example_selector/__init__.py
index 5b04ca453fe..87e23e87a0e 100644
--- a/libs/langchain/langchain/prompts/example_selector/__init__.py
+++ b/libs/langchain/langchain/prompts/example_selector/__init__.py
@@ -1,7 +1,6 @@
 """Logic for selecting examples to include in prompts."""
-from langchain_community.example_selectors.ngram_overlap import (
-    NGramOverlapExampleSelector,
-)
+from typing import TYPE_CHECKING, Any
+
 from langchain_core.example_selectors.length_based import (
     LengthBasedExampleSelector,
 )
@@ -10,6 +9,28 @@ from langchain_core.example_selectors.semantic_similarity import (
     SemanticSimilarityExampleSelector,
 )
 
+from langchain._api import create_importer
+
+if TYPE_CHECKING:
+    from langchain_community.example_selectors.ngram_overlap import (
+        NGramOverlapExampleSelector,
+    )
+
+# Create a way to dynamically look up deprecated imports.
+# Used to consolidate logic for raising deprecation warnings and
+# handling optional imports.
+DEPRECATED_LOOKUPS = {
+    "NGramOverlapExampleSelector": "langchain_community.example_selectors.ngram_overlap"
+}
+
+_import_attribute = create_importer(__file__, deprecated_lookups=DEPRECATED_LOOKUPS)
+
+
+def __getattr__(name: str) -> Any:
+    """Look up attributes dynamically."""
+    return _import_attribute(name)
+
+
 __all__ = [
     "LengthBasedExampleSelector",
     "MaxMarginalRelevanceExampleSelector",
diff --git a/libs/langchain/langchain/prompts/example_selector/ngram_overlap.py b/libs/langchain/langchain/prompts/example_selector/ngram_overlap.py
index db1be277e46..ae2e14179ec 100644
--- a/libs/langchain/langchain/prompts/example_selector/ngram_overlap.py
+++ b/libs/langchain/langchain/prompts/example_selector/ngram_overlap.py
@@ -1,7 +1,30 @@
-from langchain_community.example_selectors.ngram_overlap import (
-    NGramOverlapExampleSelector,
-    ngram_overlap_score,
-)
+from typing import TYPE_CHECKING, Any
+
+from langchain._api import create_importer
+
+if TYPE_CHECKING:
+    from langchain_community.example_selectors.ngram_overlap import (
+        NGramOverlapExampleSelector,
+        ngram_overlap_score,
+    )
+
+# Create a way to dynamically look up deprecated imports.
+# Used to consolidate logic for raising deprecation warnings and
+# handling optional imports.
+MODULE_LOOKUP = {
+    "NGramOverlapExampleSelector": (
+        "langchain_community.example_selectors.ngram_overlap"
+    ),
+    "ngram_overlap_score": "langchain_community.example_selectors.ngram_overlap",
+}
+
+_import_attribute = create_importer(__file__, deprecated_lookups=MODULE_LOOKUP)
+
+
+def __getattr__(name: str) -> Any:
+    """Look up attributes dynamically."""
+    return _import_attribute(name)
+
 
 __all__ = [
     "NGramOverlapExampleSelector",