diff --git a/src/yandex_cloud_ml_sdk/_auth.py b/src/yandex_cloud_ml_sdk/_auth.py
index 78f2a4c8..f1359540 100644
--- a/src/yandex_cloud_ml_sdk/_auth.py
+++ b/src/yandex_cloud_ml_sdk/_auth.py
@@ -77,7 +77,7 @@ async def applicable_from_env(cls, **_: Any) -> None:
 class APIKeyAuth(BaseAuth):
     """Authentication method using an API key.
 
-    Read more about the API key in `the documentation <https://yandex.cloud/docs/iam/concepts/authorization/api-key>_`.
+    Read more about the API key in `the documentation <https://yandex.cloud/docs/iam/concepts/authorization/api-key>`_.
     """
     env_var = 'YC_API_KEY'
 
@@ -122,7 +122,7 @@ async def get_auth_metadata(self, client: AsyncCloudClient, timeout: float, lock
 class IAMTokenAuth(BaseIAMTokenAuth):
     """Authentication method using an IAM token.
 
-    Read more about the IAM token in `the documentation <https://yandex.cloud/docs/iam/concepts/authorization/iam-token>_`.
+    Read more about the IAM token in `the documentation <https://yandex.cloud/docs/iam/concepts/authorization/iam-token>`_.
     """
     env_var = 'YC_IAM_TOKEN'
 
@@ -221,7 +221,7 @@ class OAuthTokenAuth(RefresheableIAMTokenAuth):
     This class extends the RefresheableIAMTokenAuth to provide functionality
     for managing and using an OAuth token for authentication purposes.
 
-    Read more about the OAuth token in `the documentation <https://yandex.cloud/docs/iam/concepts/authorization/oauth-token>_`.
+    Read more about the OAuth token in `the documentation <https://yandex.cloud/docs/iam/concepts/authorization/oauth-token>`_.
     """
     env_var = 'YC_OAUTH_TOKEN'
 
@@ -265,7 +265,7 @@ class YandexCloudCLIAuth(RefresheableIAMTokenAuth):
     via the Yandex Cloud CLI that should be installed and configured.
 
     Yandex Cloud CLI is a downloadable software for managing cloud resources via the command line.
-    Read more in `the CLI documentation <https://yandex.cloud/docs/cli/>_`.
+    Read more in `the CLI documentation <https://yandex.cloud/docs/cli/>`_.
     """
     env_var = 'YC_PROFILE'
 
@@ -348,7 +348,7 @@ class MetadataAuth(RefresheableIAMTokenAuth):
     Authentication class for retrieving IAM tokens from metadata service.
 
     This class retrieves IAM tokens from the Google Cloud metadata service.
-    Read more in `the VM metadata documentation <https://yandex.cloud/docs/compute/concepts/vm-metadata>_`.
+    Read more in `the VM metadata documentation <https://yandex.cloud/docs/compute/concepts/vm-metadata>`_.
     """
     env_var = 'YC_METADATA_ADDR'
     _headers = {'Metadata-Flavor': 'Google'}
diff --git a/src/yandex_cloud_ml_sdk/_models/__init__.py b/src/yandex_cloud_ml_sdk/_models/__init__.py
index 5c07da1d..177575dc 100644
--- a/src/yandex_cloud_ml_sdk/_models/__init__.py
+++ b/src/yandex_cloud_ml_sdk/_models/__init__.py
@@ -11,7 +11,7 @@
 
 
 class BaseModels(DomainWithFunctions):
-    """Domain for working with `Yandex Foundation Models <https://yandex.cloud/ru/services/foundation-models>`."""
+    """Domain for working with `Yandex Foundation Models <https://yandex.cloud/ru/services/foundation-models>`_."""
     completions: BaseCompletions
     text_classifiers: BaseTextClassifiers
     image_generation: BaseImageGeneration
diff --git a/src/yandex_cloud_ml_sdk/_sdk.py b/src/yandex_cloud_ml_sdk/_sdk.py
index 78052449..ce00c588 100644
--- a/src/yandex_cloud_ml_sdk/_sdk.py
+++ b/src/yandex_cloud_ml_sdk/_sdk.py
@@ -33,16 +33,25 @@
 
 class BaseSDK:
     """The main class that needs to be instantiated to work with SDK."""
+    #: Domain for creating various tools for assistants and function calling
     tools: BaseTools
+    #: Domain for working with models (inference and tuning)
     models: BaseModels
+    #: Domain for working with threads (a part of the Assistants API)
     threads: BaseThreads
+    #: Domain for working with files (a part of the Asssistants API)
     files: BaseFiles
+    #: Domain for working with assistants (a part of the Assistants API)
     assistants: BaseAssistants
+    #: Domain for working with assistants' runs (a part of the Assistants API)
     runs: BaseRuns
-    #: API for `Yandex Search API <https://yandex.cloud/docs/search-api>`
+    #: Domain for working with `Search API <https://yandex.cloud/docs/search-api>`_
     search_api: BaseSearchAPIDomain
+    #: Domain for working with search indexes (a part of the Assistants API)
     search_indexes: BaseSearchIndexes
+    #: Domain for working with datasets
     datasets: BaseDatasets
+    #: Domain for working with tuning
     tuning: BaseTuning
 
     _messages: BaseMessages
@@ -110,7 +119,7 @@ def setup_default_logging(
     ) -> Self:
         """Sets up the default logging configuration.
 
-        Read more about log_levels, log_format, and date_format in `Python documentation (logging) <https://docs.python.org/3/library/logging.html>`.
+        Read more about log_levels, log_format, and date_format in `Python documentation (logging) <https://docs.python.org/3/library/logging.html>`_.
 
         :param log_level: The logging level to set.
         :param log_format: The format of the log messages.