[py sdk - TA] add 2025-11-01 to Readme (#44259)

* add 2025-11-01

* updated ocnftest.py

* updated assets.json

---------

Co-authored-by: Bidisha Chakraborty <29803402+bidisha-c@users.noreply.github.com>

Author: amber-Chen-86

sdk/cognitivelanguage/azure-ai-textanalytics/README.md

@@ -81,7 +81,7 @@ This table shows the relationship between SDK versions and supported API version
 
 | SDK version  | Supported API version of service  |
 | ------------ | --------------------------------- |
-| 6.0.0b2 - Latest preview release | 2022-05-01, 2023-04-01, 2024-11-01, 2025-11-15-preview (default) |
+| 6.0.0b2 - Latest preview release | 2022-05-01, 2023-04-01, 2024-11-01, 2025-11-01, 2025-11-15-preview (default) |
 | 6.0.0b1  | 2022-05-01, 2023-04-01, 2024-11-01, 2025-05-15-preview (default) |
 | 5.3.X - Latest stable release | 3.0, 3.1, 2022-05-01, 2023-04-01 (default) |
 | 5.2.X  | 3.0, 3.1, 2022-05-01 (default) |

sdk/cognitivelanguage/azure-ai-textanalytics/assets.json

@@ -2,5 +2,5 @@
   "AssetsRepo": "Azure/azure-sdk-assets",
   "AssetsRepoPrefixPath": "python",
   "TagPrefix": "python/cognitivelanguage/azure-ai-textanalytics",
-  "Tag": "python/cognitivelanguage/azure-ai-textanalytics_104e72feb4"
+  "Tag": "python/cognitivelanguage/azure-ai-textanalytics_c820b61b7e"
 }

sdk/cognitivelanguage/azure-ai-textanalytics/tests/conftest.py

@@ -1,9 +1,23 @@
 import pytest
+from devtools_testutils import EnvironmentVariableLoader
 
+# Environment variable keys
+ENV_ENDPOINT = "TEXT_ANALYSIS_ENDPOINT"
+ENV_KEY = "TEXT_ANALYSIS_KEY"
 
-# autouse=True will trigger this fixture on each pytest run, even if it's not explicitly used by a test method
+@pytest.fixture(scope="session")
+def text_analysis_endpoint(environment_variables: EnvironmentVariableLoader) -> str:
+    """Endpoint for Text Analysis tests."""
+    return environment_variables.get(ENV_ENDPOINT)
+
+@pytest.fixture(scope="session")
+def text_analysis_key(environment_variables: EnvironmentVariableLoader) -> str:
+    """API key for Text Analysis tests."""
+    return environment_variables.get(ENV_KEY)
+
+# autouse=True will trigger this fixture on each pytest run
 # test_proxy auto-starts the test proxy
-# patch_sleep and patch_async_sleep streamline tests by disabling wait times during LRO polling
+# patch_sleep and patch_async_sleep remove wait times during polling
 @pytest.fixture(scope="session", autouse=True)
 def start_proxy(test_proxy, patch_sleep, patch_async_sleep):
-    return
+    return