diff --git a/setup.cfg b/setup.cfg
index ecafea2..088736f 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -23,7 +23,7 @@ exclude = .git,__pycache__,venv,.eggs,*.egg,src/typesense/__init__.py
 ignore = Q000, WPS602, WPS432, WPS305, WPS221, WPS230, WPS234, WPS433, WPS440, W503, WPS331, WPS306, WPS237, WPS202, RST301, RST306, WPS214, WPS235, WPS226, WPS337, WPS320, F821, WPS201
 per-file-ignores = 
   tests/*.py: S101, WPS226, WPS118, WPS202, WPS204, WPS218, WPS211, WPS604, WPS431, WPS210, WPS201, WPS437
-  src/typesense/types/*.py: B950, WPS215, WPS111, WPS462, WPS322, WPS428, WPS114, WPS110, WPS202 
+  src/typesense/types/*.py: B950, WPS215, WPS111, WPS462, WPS322, WPS428, WPS114, WPS110, WPS202, WPS115
   src/typesense/documents.py: WPS320, E704, D102, WPS428, WPS220
   src/typesense/stemming_dictionaries.py: WPS320, E704, D102, WPS428, WPS220
   src/typesense/api_call.py: WPS110, WPS211
diff --git a/src/typesense/types/collection.py b/src/typesense/types/collection.py
index e929fa6..9e8a397 100644
--- a/src/typesense/types/collection.py
+++ b/src/typesense/types/collection.py
@@ -36,6 +36,19 @@
 Locales = typing.Literal["ja", "zh", "ko", "th", "el", "ru", "rs", "uk", "be", ""]
 
 
+class HNSWParamsSchema(typing.TypedDict):
+    """
+    The schema for the HNSW parameters in the CollectionFieldSchema.
+
+    Attributes:
+        M (int): The number of bi-directional links created for every new element.
+        ef_construction (int): The size of the dynamic list for the nearest neighbors.
+    """
+
+    M: typing.NotRequired[int]
+    ef_construction: typing.NotRequired[int]
+
+
 class CollectionFieldSchema(typing.Generic[_TType], typing.TypedDict, total=False):
     """
     CollectionFieldSchema represents the schema of a field in a collection.
@@ -70,6 +83,7 @@ class CollectionFieldSchema(typing.Generic[_TType], typing.TypedDict, total=Fals
     symbols_to_index: typing.NotRequired[typing.List[str]]
     token_separators: typing.NotRequired[typing.List[str]]
     num_dim: typing.NotRequired[float]
+    hnsw_params: typing.NotRequired[HNSWParamsSchema]
     range_index: typing.NotRequired[bool]
     index: typing.NotRequired[bool]
     vec_dist: typing.NotRequired[typing.Union[typing.Literal["cosine", "ip"], str]]