Feat/add 360-zhinao provider (#7069)

api/tests/integration_tests/.env.example

@@ -79,4 +79,7 @@ CODE_EXECUTION_API_KEY=
 VOLC_API_KEY=
 VOLC_SECRET_KEY=
 VOLC_MODEL_ENDPOINT_ID=
-VOLC_EMBEDDING_ENDPOINT_ID=
+VOLC_EMBEDDING_ENDPOINT_ID=
+
+# 360 AI Credentials
+ZHINAO_API_KEY=

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

@@ -0,0 +1,106 @@
+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, SystemPromptMessage, UserPromptMessage
+from core.model_runtime.errors.validate import CredentialsValidateFailedError
+from core.model_runtime.model_providers.zhinao.llm.llm import ZhinaoLargeLanguageModel
+
+
+def test_validate_credentials():
+    model = ZhinaoLargeLanguageModel()
+
+    with pytest.raises(CredentialsValidateFailedError):
+        model.validate_credentials(
+            model='360gpt2-pro',
+            credentials={
+                'api_key': 'invalid_key'
+            }
+        )
+
+    model.validate_credentials(
+        model='360gpt2-pro',
+        credentials={
+            'api_key': os.environ.get('ZHINAO_API_KEY')
+        }
+    )
+
+
+def test_invoke_model():
+    model = ZhinaoLargeLanguageModel()
+
+    response = model.invoke(
+        model='360gpt2-pro',
+        credentials={
+            'api_key': os.environ.get('ZHINAO_API_KEY')
+        },
+        prompt_messages=[
+            UserPromptMessage(
+                content='Who are you?'
+            )
+        ],
+        model_parameters={
+            'temperature': 0.5,
+            'max_tokens': 10
+        },
+        stop=['How'],
+        stream=False,
+        user="abc-123"
+    )
+
+    assert isinstance(response, LLMResult)
+    assert len(response.message.content) > 0
+
+
+def test_invoke_stream_model():
+    model = ZhinaoLargeLanguageModel()
+
+    response = model.invoke(
+        model='360gpt2-pro',
+        credentials={
+            'api_key': os.environ.get('ZHINAO_API_KEY')
+        },
+        prompt_messages=[
+            UserPromptMessage(
+                content='Hello World!'
+            )
+        ],
+        model_parameters={
+            'temperature': 0.5,
+            'max_tokens': 100,
+            'seed': 1234
+        },
+        stream=True,
+        user="abc-123"
+    )
+
+    assert isinstance(response, Generator)
+
+    for chunk in response:
+        assert isinstance(chunk, LLMResultChunk)
+        assert isinstance(chunk.delta, LLMResultChunkDelta)
+        assert isinstance(chunk.delta.message, AssistantPromptMessage)
+        assert len(chunk.delta.message.content) > 0 if chunk.delta.finish_reason is None else True
+
+
+def test_get_num_tokens():
+    model = ZhinaoLargeLanguageModel()
+
+    num_tokens = model.get_num_tokens(
+        model='360gpt2-pro',
+        credentials={
+            'api_key': os.environ.get('ZHINAO_API_KEY')
+        },
+        prompt_messages=[
+            SystemPromptMessage(
+                content='You are a helpful AI assistant.',
+            ),
+            UserPromptMessage(
+                content='Hello World!'
+            )
+        ]
+    )
+
+    assert num_tokens == 21

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

@@ -0,0 +1,21 @@
+import os
+
+import pytest
+
+from core.model_runtime.errors.validate import CredentialsValidateFailedError
+from core.model_runtime.model_providers.zhinao.zhinao import ZhinaoProvider
+
+
+def test_validate_provider_credentials():
+    provider = ZhinaoProvider()
+
+    with pytest.raises(CredentialsValidateFailedError):
+        provider.validate_provider_credentials(
+            credentials={}
+        )
+
+    provider.validate_provider_credentials(
+        credentials={
+            'api_key': os.environ.get('ZHINAO_API_KEY')
+        }
+    )