Add Azure AI Studio as provider (#7549)

Co-authored-by: Hélio Lúcio <canais.hlucio@voegol.com.br>

api/tests/integration_tests/model_runtime/azure_ai_studio/test_llm.py

@@ -0,0 +1,113 @@
+import os
+from collections.abc import Generator
+
+import pytest
+
+from core.model_runtime.entities.llm_entities import LLMResult, LLMResultChunk, LLMResultChunkDelta
+from core.model_runtime.entities.message_entities import (
+    AssistantPromptMessage,
+    ImagePromptMessageContent,
+    PromptMessageTool,
+    SystemPromptMessage,
+    TextPromptMessageContent,
+    UserPromptMessage,
+)
+from core.model_runtime.errors.validate import CredentialsValidateFailedError
+from core.model_runtime.model_providers.azure_ai_studio.llm.llm import AzureAIStudioLargeLanguageModel
+from tests.integration_tests.model_runtime.__mock.azure_ai_studio import setup_azure_ai_studio_mock
+
+
+@pytest.mark.parametrize("setup_azure_ai_studio_mock", [["chat"]], indirect=True)
+def test_validate_credentials(setup_azure_ai_studio_mock):
+    model = AzureAIStudioLargeLanguageModel()
+
+    with pytest.raises(CredentialsValidateFailedError):
+        model.validate_credentials(
+            model="gpt-35-turbo",
+            credentials={"api_key": "invalid_key", "api_base": os.getenv("AZURE_AI_STUDIO_API_BASE")},
+        )
+
+    model.validate_credentials(
+        model="gpt-35-turbo",
+        credentials={
+            "api_key": os.getenv("AZURE_AI_STUDIO_API_KEY"),
+            "api_base": os.getenv("AZURE_AI_STUDIO_API_BASE"),
+        },
+    )
+
+
+@pytest.mark.parametrize("setup_azure_ai_studio_mock", [["chat"]], indirect=True)
+def test_invoke_model(setup_azure_ai_studio_mock):
+    model = AzureAIStudioLargeLanguageModel()
+
+    result = model.invoke(
+        model="gpt-35-turbo",
+        credentials={
+            "api_key": os.getenv("AZURE_AI_STUDIO_API_KEY"),
+            "api_base": os.getenv("AZURE_AI_STUDIO_API_BASE"),
+        },
+        prompt_messages=[
+            SystemPromptMessage(
+                content="You are a helpful AI assistant.",
+            ),
+            UserPromptMessage(content="Hello World!"),
+        ],
+        model_parameters={"temperature": 0.0, "max_tokens": 100},
+        stream=False,
+        user="abc-123",
+    )
+
+    assert isinstance(result, LLMResult)
+    assert len(result.message.content) > 0
+
+
+@pytest.mark.parametrize("setup_azure_ai_studio_mock", [["chat"]], indirect=True)
+def test_invoke_stream_model(setup_azure_ai_studio_mock):
+    model = AzureAIStudioLargeLanguageModel()
+
+    result = model.invoke(
+        model="gpt-35-turbo",
+        credentials={
+            "api_key": os.getenv("AZURE_AI_STUDIO_API_KEY"),
+            "api_base": os.getenv("AZURE_AI_STUDIO_API_BASE"),
+        },
+        prompt_messages=[
+            SystemPromptMessage(
+                content="You are a helpful AI assistant.",
+            ),
+            UserPromptMessage(content="Hello World!"),
+        ],
+        model_parameters={"temperature": 0.0, "max_tokens": 100},
+        stream=True,
+        user="abc-123",
+    )
+
+    assert isinstance(result, Generator)
+
+    for chunk in result:
+        assert isinstance(chunk, LLMResultChunk)
+        assert isinstance(chunk.delta, LLMResultChunkDelta)
+        assert isinstance(chunk.delta.message, AssistantPromptMessage)
+        if chunk.delta.finish_reason is not None:
+            assert chunk.delta.usage is not None
+            assert chunk.delta.usage.completion_tokens > 0
+
+
+def test_get_num_tokens():
+    model = AzureAIStudioLargeLanguageModel()
+
+    num_tokens = model.get_num_tokens(
+        model="gpt-35-turbo",
+        credentials={
+            "api_key": os.getenv("AZURE_AI_STUDIO_API_KEY"),
+            "api_base": os.getenv("AZURE_AI_STUDIO_API_BASE"),
+        },
+        prompt_messages=[
+            SystemPromptMessage(
+                content="You are a helpful AI assistant.",
+            ),
+            UserPromptMessage(content="Hello World!"),
+        ],
+    )
+
+    assert num_tokens == 21

api/tests/integration_tests/model_runtime/azure_ai_studio/test_provider.py

@@ -0,0 +1,17 @@
+import os
+
+import pytest
+
+from core.model_runtime.errors.validate import CredentialsValidateFailedError
+from core.model_runtime.model_providers.azure_ai_studio.azure_ai_studio import AzureAIStudioProvider
+
+
+def test_validate_provider_credentials():
+    provider = AzureAIStudioProvider()
+
+    with pytest.raises(CredentialsValidateFailedError):
+        provider.validate_provider_credentials(credentials={})
+
+    provider.validate_provider_credentials(
+        credentials={"api_key": os.getenv("AZURE_AI_STUDIO_API_KEY"), "api_base": os.getenv("AZURE_AI_STUDIO_API_BASE")}
+    )

api/tests/integration_tests/model_runtime/azure_ai_studio/test_rerank.py

@@ -0,0 +1,50 @@
+import os
+
+import pytest
+
+from core.model_runtime.entities.rerank_entities import RerankResult
+from core.model_runtime.errors.validate import CredentialsValidateFailedError
+from core.model_runtime.model_providers.azure_ai_studio.rerank.rerank import AzureAIStudioRerankModel
+
+
+def test_validate_credentials():
+    model = AzureAIStudioRerankModel()
+
+    with pytest.raises(CredentialsValidateFailedError):
+        model.validate_credentials(
+            model="azure-ai-studio-rerank-v1",
+            credentials={"api_key": "invalid_key", "api_base": os.getenv("AZURE_AI_STUDIO_API_BASE")},
+            query="What is the capital of the United States?",
+            docs=[
+                "Carson City is the capital city of the American state of Nevada. At the 2010 United States "
+                "Census, Carson City had a population of 55,274.",
+                "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean that "
+                "are a political division controlled by the United States. Its capital is Saipan.",
+            ],
+            score_threshold=0.8,
+        )
+
+
+def test_invoke_model():
+    model = AzureAIStudioRerankModel()
+
+    result = model.invoke(
+        model="azure-ai-studio-rerank-v1",
+        credentials={
+            "api_key": os.getenv("AZURE_AI_STUDIO_JWT_TOKEN"),
+            "api_base": os.getenv("AZURE_AI_STUDIO_API_BASE"),
+        },
+        query="What is the capital of the United States?",
+        docs=[
+            "Carson City is the capital city of the American state of Nevada. At the 2010 United States "
+            "Census, Carson City had a population of 55,274.",
+            "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean that "
+            "are a political division controlled by the United States. Its capital is Saipan.",
+        ],
+        score_threshold=0.8,
+    )
+
+    assert isinstance(result, RerankResult)
+    assert len(result.docs) == 1
+    assert result.docs[0].index == 1
+    assert result.docs[0].score >= 0.8