diff --git a/api/configs/middleware/vdb/milvus_config.py b/api/configs/middleware/vdb/milvus_config.py
index eb9b0ac2ab..2f3a3ed2bd 100644
--- a/api/configs/middleware/vdb/milvus_config.py
+++ b/api/configs/middleware/vdb/milvus_config.py
@@ -41,3 +41,21 @@ class MilvusConfig(BaseSettings):
         description='Milvus text analyzer parameters, e.g., {"type": "chinese"} for Chinese segmentation support.',
         default=None,
     )
+
+    MILVUS_SECURE: bool = Field(
+        description="Enable TLS for the Milvus connection (one-way TLS). When True, the client uses gRPC over TLS "
+        "and verifies the server certificate. Equivalent to passing secure=True to pymilvus.",
+        default=False,
+    )
+
+    MILVUS_SERVER_PEM_PATH: str | None = Field(
+        description="Filesystem path inside the container to the Milvus server certificate (PEM). Mount this via "
+        "a Kubernetes secret. Used as pymilvus's server_pem_path when MILVUS_SECURE is True.",
+        default=None,
+    )
+
+    MILVUS_SERVER_NAME: str | None = Field(
+        description="Server name (TLS SNI / certificate CN or SAN) to verify against the Milvus server certificate. "
+        "Required when MILVUS_SERVER_PEM_PATH is set.",
+        default=None,
+    )
diff --git a/api/providers/vdb/vdb-milvus/src/dify_vdb_milvus/milvus_vector.py b/api/providers/vdb/vdb-milvus/src/dify_vdb_milvus/milvus_vector.py
index 823b877707..ac47be7a37 100644
--- a/api/providers/vdb/vdb-milvus/src/dify_vdb_milvus/milvus_vector.py
+++ b/api/providers/vdb/vdb-milvus/src/dify_vdb_milvus/milvus_vector.py
@@ -42,6 +42,9 @@ class MilvusConfig(BaseModel):
     database: str = "default"  # Database name
     enable_hybrid_search: bool = False  # Flag to enable hybrid search
     analyzer_params: str | None = None  # Analyzer params
+    secure: bool = False  # Enable one-way TLS to Milvus
+    server_pem_path: str | None = None  # Path to server certificate (PEM) for TLS verification
+    server_name: str | None = None  # Server name to verify against the certificate (SNI / CN)
 
     @model_validator(mode="before")
     @classmethod
@@ -388,16 +391,19 @@ class MilvusVector(BaseVector):
         """
         Initialize and return a Milvus client.
         """
+        kwargs: dict[str, Any] = {"uri": config.uri, "db_name": config.database}
         if config.token:
-            client = MilvusClient(uri=config.uri, token=config.token, db_name=config.database)
+            kwargs["token"] = config.token
         else:
-            client = MilvusClient(
-                uri=config.uri,
-                user=config.user or "",
-                password=config.password or "",
-                db_name=config.database,
-            )
-        return client
+            kwargs["user"] = config.user or ""
+            kwargs["password"] = config.password or ""
+        if config.secure:
+            kwargs["secure"] = True
+            if config.server_pem_path:
+                kwargs["server_pem_path"] = config.server_pem_path
+            if config.server_name:
+                kwargs["server_name"] = config.server_name
+        return MilvusClient(**kwargs)
 
 
 class MilvusVectorFactory(AbstractVectorFactory):
@@ -427,5 +433,8 @@ class MilvusVectorFactory(AbstractVectorFactory):
                 database=dify_config.MILVUS_DATABASE or "",
                 enable_hybrid_search=dify_config.MILVUS_ENABLE_HYBRID_SEARCH or False,
                 analyzer_params=dify_config.MILVUS_ANALYZER_PARAMS or "",
+                secure=dify_config.MILVUS_SECURE,
+                server_pem_path=dify_config.MILVUS_SERVER_PEM_PATH,
+                server_name=dify_config.MILVUS_SERVER_NAME,
             ),
         )
diff --git a/api/providers/vdb/vdb-milvus/tests/unit_tests/test_milvus.py b/api/providers/vdb/vdb-milvus/tests/unit_tests/test_milvus.py
index 730ff9f296..028842a7d6 100644
--- a/api/providers/vdb/vdb-milvus/tests/unit_tests/test_milvus.py
+++ b/api/providers/vdb/vdb-milvus/tests/unit_tests/test_milvus.py
@@ -163,6 +163,35 @@ def test_init_client_supports_token_and_user_password(milvus_module):
     assert user_client.init_kwargs["password"] == "Milvus"
 
 
+def test_init_client_passes_tls_kwargs_when_secure(milvus_module):
+    vector = milvus_module.MilvusVector.__new__(milvus_module.MilvusVector)
+    client = vector._init_client(
+        milvus_module.MilvusConfig.model_validate(
+            {
+                "uri": "https://milvus.example.com:19530",
+                "token": "abc",
+                "database": "db",
+                "secure": True,
+                "server_pem_path": "/etc/milvus/certs/server.pem",
+                "server_name": "milvus.example.com",
+            }
+        )
+    )
+    assert client.init_kwargs["secure"] is True
+    assert client.init_kwargs["server_pem_path"] == "/etc/milvus/certs/server.pem"
+    assert client.init_kwargs["server_name"] == "milvus.example.com"
+
+
+def test_init_client_omits_tls_kwargs_when_not_secure(milvus_module):
+    vector = milvus_module.MilvusVector.__new__(milvus_module.MilvusVector)
+    client = vector._init_client(
+        milvus_module.MilvusConfig.model_validate({"uri": "http://localhost:19530", "token": "abc", "database": "db"})
+    )
+    assert "secure" not in client.init_kwargs
+    assert "server_pem_path" not in client.init_kwargs
+    assert "server_name" not in client.init_kwargs
+
+
 def test_init_loads_fields_when_collection_exists(milvus_module):
     client = milvus_module.MilvusClient(uri="http://localhost:19530")
     client.has_collection.return_value = True