responses API tests (Azure#40218)

* initial responses tests

* add screenshot

* add more responses/vector store tests

* add input_file base64 tests

* switch to sweden resource

* remove southindia endpoint

* skip tests with known service issues

* skips and fixes for tests with aoai

Author: kristapratico

sdk/openai/azure-openai/tests/assets/browser_github_screenshot.png

@@ -49,7 +49,8 @@
 ENV_AZURE_OPENAI_EMBEDDINGS_NAME = "text-embedding-ada-002"
 ENV_AZURE_OPENAI_AUDIO_NAME = "whisper"
 ENV_AZURE_OPENAI_DALLE_NAME = "dall-e-3"
-ENV_AZURE_OPENAI_CHAT_COMPLETIONS_GPT4_NAME = "gpt-4o"
+ENV_AZURE_OPENAI_CHAT_COMPLETIONS_GPT4_NAME = "gpt-4o-mini"
+ENV_AZURE_OPENAI_REALTIME_NAME = "gpt-4o-mini-realtime-preview-1217"
 ENV_AZURE_OPENAI_TTS_NAME = "tts"
 
 ENV_OPENAI_KEY = "OPENAI_KEY"
@@ -58,7 +59,8 @@
 ENV_OPENAI_EMBEDDINGS_MODEL = "text-embedding-ada-002"
 ENV_OPENAI_AUDIO_MODEL = "whisper-1"
 ENV_OPENAI_DALLE_MODEL = "dall-e-3"
-ENV_OPENAI_CHAT_COMPLETIONS_GPT4_MODEL = "gpt-4o-2024-08-06"
+ENV_OPENAI_CHAT_COMPLETIONS_GPT4_MODEL = "gpt-4o-mini-2024-07-18"
+ENV_OPENAI_REALTIME_NAME = "gpt-4o-mini-realtime-preview-2024-10-01"
 ENV_OPENAI_TTS_MODEL = "tts-1"
 
 
@@ -149,8 +151,10 @@ def build_kwargs(args, api_type):
             return {"model": ENV_OPENAI_TTS_MODEL}
         elif api_type in ["tts_azure"]:
             return {"model": ENV_AZURE_OPENAI_TTS_NAME}
-    if test_feature.startswith("test_chat_completions") \
-        or test_feature.startswith(("test_client", "test_models")):
+    if test_feature.startswith(
+        ("test_client", "test_models", "test_chat_completions",
+         "test_assistants", "test_responses", "test_vector_stores")
+    ):
         if api_type in ["azure", "azure_key", "asst_azure"]:
             return {"model": ENV_AZURE_OPENAI_CHAT_COMPLETIONS_NAME}
         elif api_type == "openai":
@@ -174,16 +178,11 @@ def build_kwargs(args, api_type):
             return {"model": ENV_AZURE_OPENAI_DALLE_NAME}
         elif api_type == "openai":
             return {"model": ENV_OPENAI_DALLE_MODEL}
-    if test_feature.startswith("test_assistants") or test_feature.startswith("test_vector_stores"):
-        if api_type in ["asst_azure"]:
-            return {"model": ENV_AZURE_OPENAI_CHAT_COMPLETIONS_GPT4_NAME}
-        elif api_type == "gpt_4_openai":
-            return {"model": ENV_OPENAI_CHAT_COMPLETIONS_GPT4_MODEL}
     if test_feature.startswith("test_realtime"):
         if api_type in ["gpt_4_azure"]:
-            return {"model": "gpt-4o-realtime-preview-1001"}
+            return {"model": ENV_AZURE_OPENAI_REALTIME_NAME}
         elif api_type == "gpt_4_openai":
-            return {"model": "gpt-4o-realtime-preview-2024-10-01"}
+            return {"model": ENV_OPENAI_REALTIME_NAME}
     if test_feature.startswith(("test_module_client", "test_cli")):
         return {}
     raise ValueError(f"Test feature: {test_feature} needs to have its kwargs configured.")

sdk/openai/azure-openai/tests/assets/hello_world.pdf

@@ -1214,7 +1214,7 @@ class MathResponse(BaseModel):
     def test_chat_completion_parallel_tool_calls_disable(self, client, api_type, api_version, **kwargs):
         messages = [
             {"role": "system", "content": "Don't make assumptions about what values to plug into tools. Ask for clarification if a user request is ambiguous."},
-            {"role": "user", "content": "What's the weather like today in Seattle and Los Angeles?"}
+            {"role": "user", "content": "What's the weather like today in Seattle and Los Angeles in Fahrenheit?"}
         ]
         tools = [
             {

sdk/openai/azure-openai/tests/conftest.py

@@ -1241,7 +1241,7 @@ class MathResponse(BaseModel):
     async def test_chat_completion_parallel_tool_calls_disable(self, client_async, api_type, api_version, **kwargs):
         messages = [
             {"role": "system", "content": "Don't make assumptions about what values to plug into tools. Ask for clarification if a user request is ambiguous."},
-            {"role": "user", "content": "What's the weather like today in Seattle and Los Angeles?"}
+            {"role": "user", "content": "What's the weather like today in Seattle and Los Angeles in Fahrenheit?"}
         ]
         tools = [
             {