From b597a0d31c7d1b92169e9197c246795e226c47b3 Mon Sep 17 00:00:00 2001 From: Warren Wong <46453511+somethingwentwell@users.noreply.github.com> Date: Tue, 15 Oct 2024 16:26:44 +0800 Subject: [PATCH] fix: Azure OpenAI o1 max_completion_token and get_num_token_from_messages error (#9326) Co-authored-by: wwwc --- .../model_providers/azure_openai/_constant.py | 16 + .../model_providers/azure_openai/llm/llm.py | 10 +- api/poetry.lock | 685 ++++++++++-------- api/pyproject.toml | 15 +- .../model_runtime/__mock/openai_moderation.py | 41 +- sdks/python-client/dify_client/__init__.py | 2 +- sdks/python-client/dify_client/client.py | 128 +++- sdks/python-client/setup.py | 10 +- sdks/python-client/tests/test_client.py | 112 +-- 9 files changed, 638 insertions(+), 381 deletions(-) diff --git a/api/core/model_runtime/model_providers/azure_openai/_constant.py b/api/core/model_runtime/model_providers/azure_openai/_constant.py index baa5421396..24657167dd 100644 --- a/api/core/model_runtime/model_providers/azure_openai/_constant.py +++ b/api/core/model_runtime/model_providers/azure_openai/_constant.py @@ -1098,6 +1098,14 @@ LLM_BASE_MODELS = [ ModelPropertyKey.CONTEXT_SIZE: 128000, }, parameter_rules=[ + ParameterRule( + name="temperature", + **PARAMETER_RULE_TEMPLATE[DefaultParameterName.TEMPERATURE], + ), + ParameterRule( + name="top_p", + **PARAMETER_RULE_TEMPLATE[DefaultParameterName.TOP_P], + ), ParameterRule( name="response_format", label=I18nObject(zh_Hans="回复格式", en_US="response_format"), @@ -1135,6 +1143,14 @@ LLM_BASE_MODELS = [ ModelPropertyKey.CONTEXT_SIZE: 128000, }, parameter_rules=[ + ParameterRule( + name="temperature", + **PARAMETER_RULE_TEMPLATE[DefaultParameterName.TEMPERATURE], + ), + ParameterRule( + name="top_p", + **PARAMETER_RULE_TEMPLATE[DefaultParameterName.TOP_P], + ), ParameterRule( name="response_format", label=I18nObject(zh_Hans="回复格式", en_US="response_format"), diff --git a/api/core/model_runtime/model_providers/azure_openai/llm/llm.py b/api/core/model_runtime/model_providers/azure_openai/llm/llm.py index b9cc3bb672..4f46fb81f8 100644 --- a/api/core/model_runtime/model_providers/azure_openai/llm/llm.py +++ b/api/core/model_runtime/model_providers/azure_openai/llm/llm.py @@ -119,7 +119,15 @@ class AzureOpenAILargeLanguageModel(_CommonAzureOpenAI, LargeLanguageModel): try: client = AzureOpenAI(**self._to_credential_kwargs(credentials)) - if ai_model_entity.entity.model_properties.get(ModelPropertyKey.MODE) == LLMMode.CHAT.value: + if model.startswith("o1"): + client.chat.completions.create( + messages=[{"role": "user", "content": "ping"}], + model=model, + temperature=1, + max_completion_tokens=20, + stream=False, + ) + elif ai_model_entity.entity.model_properties.get(ModelPropertyKey.MODE) == LLMMode.CHAT.value: # chat model client.chat.completions.create( messages=[{"role": "user", "content": "ping"}], diff --git a/api/poetry.lock b/api/poetry.lock index 289b905356..9c45899699 100644 --- a/api/poetry.lock +++ b/api/poetry.lock @@ -455,13 +455,13 @@ vertex = ["google-auth (>=2,<3)"] [[package]] name = "anyio" -version = "4.6.0" +version = "4.6.2.post1" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.9" files = [ - {file = "anyio-4.6.0-py3-none-any.whl", hash = "sha256:c7d2e9d63e31599eeb636c8c5c03a7e108d73b345f064f1c19fdc87b79036a9a"}, - {file = "anyio-4.6.0.tar.gz", hash = "sha256:137b4559cbb034c477165047febb6ff83f390fc3b20bf181c1fc0a728cb8beeb"}, + {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"}, + {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"}, ] [package.dependencies] @@ -472,7 +472,7 @@ typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""} [package.extras] doc = 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+"core/tools/provider/builtin/gitlab/tools/gitlab_commits.py" = [ + "PLR1714", # Consider merging multiple comparisons ] [tool.ruff.lint.pyflakes] -allowed-unused-imports=[ +extend-generics=[ "_pytest.monkeypatch", "tests.integration_tests", ] @@ -149,7 +158,7 @@ nomic = "~3.1.2" novita-client = "~0.5.7" numpy = "~1.26.4" oci = "~2.135.1" -openai = "~1.29.0" +openai = "~1.51.2" openpyxl = "~3.1.5" pandas = { version = "~2.2.2", extras = ["performance", "excel"] } psycopg2-binary = "~2.9.6" @@ -172,7 +181,7 @@ scikit-learn = "~1.5.1" sentry-sdk = { version = "~1.44.1", extras = ["flask"] } sqlalchemy = "~2.0.29" tencentcloud-sdk-python-hunyuan = "~3.0.1158" -tiktoken = "~0.7.0" +tiktoken = "~0.8.0" tokenizers = "~0.15.0" transformers = "~4.35.0" unstructured = { version = "~0.10.27", extras = ["docx", "epub", "md", "msg", "ppt", "pptx"] } diff --git a/api/tests/integration_tests/model_runtime/__mock/openai_moderation.py b/api/tests/integration_tests/model_runtime/__mock/openai_moderation.py index 4262d40f3e..e26855344e 100644 --- a/api/tests/integration_tests/model_runtime/__mock/openai_moderation.py +++ b/api/tests/integration_tests/model_runtime/__mock/openai_moderation.py @@ -41,6 +41,8 @@ class MockModerationClass: "sexual/minors": False, "violence": False, "violence/graphic": False, + "illicit": False, + "illicit/violent": False, } moderation_categories_scores = { "harassment": 1.0, @@ -54,13 +56,30 @@ class MockModerationClass: "sexual/minors": 1.0, "violence": 1.0, "violence/graphic": 1.0, + "illicit": 1.0, + "illicit/violent": 1.0, + } + category_applied_input_types = { + "sexual": ["text", "image"], + "hate": ["text"], + "harassment": ["text"], + "self-harm": ["text", "image"], + "sexual/minors": ["text"], + "hate/threatening": ["text"], + "violence/graphic": ["text", "image"], + "self-harm/intent": ["text", "image"], + "self-harm/instructions": ["text", "image"], + "harassment/threatening": ["text"], + "violence": ["text", "image"], + "illicit": ["text"], + "illicit/violent": ["text"], } - result.append( Moderation( flagged=True, categories=Categories(**moderation_categories), category_scores=CategoryScores(**moderation_categories_scores), + category_applied_input_types=category_applied_input_types, ) ) else: @@ -76,6 +95,8 @@ class MockModerationClass: "sexual/minors": False, "violence": False, "violence/graphic": False, + "illicit": False, + "illicit/violent": False, } moderation_categories_scores = { "harassment": 0.0, @@ -89,12 +110,30 @@ class MockModerationClass: "sexual/minors": 0.0, "violence": 0.0, "violence/graphic": 0.0, + "illicit": 0.0, + "illicit/violent": 0.0, + } + category_applied_input_types = { + "sexual": ["text", "image"], + "hate": ["text"], + "harassment": ["text"], + "self-harm": ["text", "image"], + "sexual/minors": ["text"], + "hate/threatening": ["text"], + "violence/graphic": ["text", "image"], + "self-harm/intent": ["text", "image"], + "self-harm/instructions": ["text", "image"], + "harassment/threatening": ["text"], + "violence": ["text", "image"], + "illicit": ["text"], + "illicit/violent": ["text"], } result.append( Moderation( flagged=False, categories=Categories(**moderation_categories), category_scores=CategoryScores(**moderation_categories_scores), + category_applied_input_types=category_applied_input_types, ) ) diff --git a/sdks/python-client/dify_client/__init__.py b/sdks/python-client/dify_client/__init__.py index 6ef0017fee..6fa9d190e5 100644 --- a/sdks/python-client/dify_client/__init__.py +++ b/sdks/python-client/dify_client/__init__.py @@ -1 +1 @@ -from dify_client.client import ChatClient, CompletionClient, DifyClient \ No newline at end of file +from dify_client.client import ChatClient, CompletionClient, DifyClient diff --git a/sdks/python-client/dify_client/client.py b/sdks/python-client/dify_client/client.py index 5e42507a42..e664488301 100644 --- a/sdks/python-client/dify_client/client.py +++ b/sdks/python-client/dify_client/client.py @@ -9,10 +9,15 @@ class DifyClient: self.base_url = base_url def _send_request(self, method, endpoint, json=None, params=None, stream=False): - headers = {"Authorization": f"Bearer {self.api_key}", "Content-Type": "application/json"} + headers = { + "Authorization": f"Bearer {self.api_key}", + "Content-Type": "application/json", + } url = f"{self.base_url}{endpoint}" - response = requests.request(method, url, json=json, params=params, headers=headers, stream=stream) + response = requests.request( + method, url, json=json, params=params, headers=headers, stream=stream + ) return response @@ -20,7 +25,9 @@ class DifyClient: headers = {"Authorization": f"Bearer {self.api_key}"} url = f"{self.base_url}{endpoint}" - response = requests.request(method, url, data=data, headers=headers, files=files) + response = requests.request( + method, url, data=data, headers=headers, files=files + ) return response @@ -34,7 +41,9 @@ class DifyClient: def file_upload(self, user, files): data = {"user": user} - return self._send_request_with_files("POST", "/files/upload", data=data, files=files) + return self._send_request_with_files( + "POST", "/files/upload", data=data, files=files + ) def text_to_audio(self, text: str, user: str, streaming: bool = False): data = {"text": text, "user": user, "streaming": streaming} @@ -47,25 +56,52 @@ class DifyClient: class CompletionClient(DifyClient): def create_completion_message(self, inputs, response_mode, user, files=None): - data = {"inputs": inputs, "response_mode": response_mode, "user": user, "files": files} + data = { + "inputs": inputs, + "response_mode": response_mode, + "user": user, + "files": files, + } return self._send_request( - "POST", "/completion-messages", data, stream=True if response_mode == "streaming" else False + "POST", + "/completion-messages", + data, + stream=True if response_mode == "streaming" else False, ) class ChatClient(DifyClient): - def create_chat_message(self, inputs, query, user, response_mode="blocking", conversation_id=None, files=None): - data = {"inputs": inputs, "query": query, "user": user, "response_mode": response_mode, "files": files} + def create_chat_message( + self, + inputs, + query, + user, + response_mode="blocking", + conversation_id=None, + files=None, + ): + data = { + "inputs": inputs, + "query": query, + "user": user, + "response_mode": response_mode, + "files": files, + } if conversation_id: data["conversation_id"] = conversation_id return self._send_request( - "POST", "/chat-messages", data, stream=True if response_mode == "streaming" else False + "POST", + "/chat-messages", + data, + stream=True if response_mode == "streaming" else False, ) def get_suggested(self, message_id, user: str): params = {"user": user} - return self._send_request("GET", f"/messages/{message_id}/suggested", params=params) + return self._send_request( + "GET", f"/messages/{message_id}/suggested", params=params + ) def stop_message(self, task_id, user): data = {"user": user} @@ -75,7 +111,9 @@ class ChatClient(DifyClient): params = {"user": user, "last_id": last_id, "limit": limit, "pinned": pinned} return self._send_request("GET", "/conversations", params=params) - def get_conversation_messages(self, user, conversation_id=None, first_id=None, limit=None): + def get_conversation_messages( + self, user, conversation_id=None, first_id=None, limit=None + ): params = {"user": user} if conversation_id: @@ -87,9 +125,13 @@ class ChatClient(DifyClient): return self._send_request("GET", "/messages", params=params) - def rename_conversation(self, conversation_id, name, auto_generate: bool, user: str): + def rename_conversation( + self, conversation_id, name, auto_generate: bool, user: str + ): data = {"name": name, "auto_generate": auto_generate, "user": user} - return self._send_request("POST", f"/conversations/{conversation_id}/name", data) + return self._send_request( + "POST", f"/conversations/{conversation_id}/name", data + ) def delete_conversation(self, conversation_id, user): data = {"user": user} @@ -102,7 +144,9 @@ class ChatClient(DifyClient): class WorkflowClient(DifyClient): - def run(self, inputs: dict, response_mode: str = "streaming", user: str = "abc-123"): + def run( + self, inputs: dict, response_mode: str = "streaming", user: str = "abc-123" + ): data = {"inputs": inputs, "response_mode": response_mode, "user": user} return self._send_request("POST", "/workflows/run", data) @@ -115,7 +159,9 @@ class WorkflowClient(DifyClient): class KnowledgeBaseClient(DifyClient): - def __init__(self, api_key, base_url: str = "https://api.dify.ai/v1", dataset_id: str = None): + def __init__( + self, api_key, base_url: str = "https://api.dify.ai/v1", dataset_id: str = None + ): """ Construct a KnowledgeBaseClient object. @@ -137,7 +183,9 @@ class KnowledgeBaseClient(DifyClient): return self._send_request("POST", "/datasets", {"name": name}, **kwargs) def list_datasets(self, page: int = 1, page_size: int = 20, **kwargs): - return self._send_request("GET", f"/datasets?page={page}&limit={page_size}", **kwargs) + return self._send_request( + "GET", f"/datasets?page={page}&limit={page_size}", **kwargs + ) def create_document_by_text(self, name, text, extra_params: dict = None, **kwargs): """ @@ -165,13 +213,20 @@ class KnowledgeBaseClient(DifyClient): } :return: Response from the API """ - data = {"indexing_technique": "high_quality", "process_rule": {"mode": "automatic"}, "name": name, "text": text} + data = { + "indexing_technique": "high_quality", + "process_rule": {"mode": "automatic"}, + "name": name, + "text": text, + } if extra_params is not None and isinstance(extra_params, dict): data.update(extra_params) url = f"/datasets/{self._get_dataset_id()}/document/create_by_text" return self._send_request("POST", url, json=data, **kwargs) - def update_document_by_text(self, document_id, name, text, extra_params: dict = None, **kwargs): + def update_document_by_text( + self, document_id, name, text, extra_params: dict = None, **kwargs + ): """ Update a document by text. @@ -201,10 +256,14 @@ class KnowledgeBaseClient(DifyClient): data = {"name": name, "text": text} if extra_params is not None and isinstance(extra_params, dict): data.update(extra_params) - url = f"/datasets/{self._get_dataset_id()}/documents/{document_id}/update_by_text" + url = ( + f"/datasets/{self._get_dataset_id()}/documents/{document_id}/update_by_text" + ) return self._send_request("POST", url, json=data, **kwargs) - def create_document_by_file(self, file_path, original_document_id=None, extra_params: dict = None): + def create_document_by_file( + self, file_path, original_document_id=None, extra_params: dict = None + ): """ Create a document by file. @@ -231,15 +290,22 @@ class KnowledgeBaseClient(DifyClient): :return: Response from the API """ files = {"file": open(file_path, "rb")} - data = {"process_rule": {"mode": "automatic"}, "indexing_technique": "high_quality"} + data = { + "process_rule": {"mode": "automatic"}, + "indexing_technique": "high_quality", + } if extra_params is not None and isinstance(extra_params, dict): data.update(extra_params) if original_document_id is not None: data["original_document_id"] = original_document_id url = f"/datasets/{self._get_dataset_id()}/document/create_by_file" - return self._send_request_with_files("POST", url, {"data": json.dumps(data)}, files) + return self._send_request_with_files( + "POST", url, {"data": json.dumps(data)}, files + ) - def update_document_by_file(self, document_id, file_path, extra_params: dict = None): + def update_document_by_file( + self, document_id, file_path, extra_params: dict = None + ): """ Update a document by file. @@ -269,8 +335,12 @@ class KnowledgeBaseClient(DifyClient): data = {} if extra_params is not None and isinstance(extra_params, dict): data.update(extra_params) - url = f"/datasets/{self._get_dataset_id()}/documents/{document_id}/update_by_file" - return self._send_request_with_files("POST", url, {"data": json.dumps(data)}, files) + url = ( + f"/datasets/{self._get_dataset_id()}/documents/{document_id}/update_by_file" + ) + return self._send_request_with_files( + "POST", url, {"data": json.dumps(data)}, files + ) def batch_indexing_status(self, batch_id: str, **kwargs): """ @@ -301,7 +371,9 @@ class KnowledgeBaseClient(DifyClient): url = f"/datasets/{self._get_dataset_id()}/documents/{document_id}" return self._send_request("DELETE", url) - def list_documents(self, page: int = None, page_size: int = None, keyword: str = None, **kwargs): + def list_documents( + self, page: int = None, page_size: int = None, keyword: str = None, **kwargs + ): """ Get a list of documents in this dataset. @@ -329,7 +401,9 @@ class KnowledgeBaseClient(DifyClient): url = f"/datasets/{self._get_dataset_id()}/documents/{document_id}/segments" return self._send_request("POST", url, json=data, **kwargs) - def query_segments(self, document_id, keyword: str = None, status: str = None, **kwargs): + def query_segments( + self, document_id, keyword: str = None, status: str = None, **kwargs + ): """ Query segments in this document. diff --git a/sdks/python-client/setup.py b/sdks/python-client/setup.py index bb8ca46d97..7340fffb4c 100644 --- a/sdks/python-client/setup.py +++ b/sdks/python-client/setup.py @@ -12,17 +12,15 @@ setup( long_description=long_description, long_description_content_type="text/markdown", url="https://github.com/langgenius/dify", - license='MIT', - packages=['dify_client'], + license="MIT", + packages=["dify_client"], classifiers=[ "Programming Language :: Python :: 3", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", ], python_requires=">=3.6", - install_requires=[ - "requests" - ], - keywords='dify nlp ai language-processing', + install_requires=["requests"], + keywords="dify nlp ai language-processing", include_package_data=True, ) diff --git a/sdks/python-client/tests/test_client.py b/sdks/python-client/tests/test_client.py index 301e733b6b..0e8913c5f0 100644 --- a/sdks/python-client/tests/test_client.py +++ b/sdks/python-client/tests/test_client.py @@ -2,7 +2,12 @@ import os import time import unittest -from dify_client.client import ChatClient, CompletionClient, DifyClient, KnowledgeBaseClient +from dify_client.client import ( + ChatClient, + CompletionClient, + DifyClient, + KnowledgeBaseClient, +) API_KEY = os.environ.get("API_KEY") APP_ID = os.environ.get("APP_ID") @@ -13,7 +18,9 @@ FILE_PATH_BASE = os.path.dirname(__file__) class TestKnowledgeBaseClient(unittest.TestCase): def setUp(self): self.knowledge_base_client = KnowledgeBaseClient(API_KEY, base_url=API_BASE_URL) - self.README_FILE_PATH = os.path.abspath(os.path.join(FILE_PATH_BASE, "../README.md")) + self.README_FILE_PATH = os.path.abspath( + os.path.join(FILE_PATH_BASE, "../README.md") + ) self.dataset_id = None self.document_id = None self.segment_id = None @@ -21,7 +28,9 @@ class TestKnowledgeBaseClient(unittest.TestCase): def _get_dataset_kb_client(self): self.assertIsNotNone(self.dataset_id) - return KnowledgeBaseClient(API_KEY, base_url=API_BASE_URL, dataset_id=self.dataset_id) + return KnowledgeBaseClient( + API_KEY, base_url=API_BASE_URL, dataset_id=self.dataset_id + ) def test_001_create_dataset(self): response = self.knowledge_base_client.create_dataset(name="test_dataset") @@ -67,7 +76,9 @@ class TestKnowledgeBaseClient(unittest.TestCase): def _test_004_update_document_by_text(self): client = self._get_dataset_kb_client() self.assertIsNotNone(self.document_id) - response = client.update_document_by_text(self.document_id, "test_document_updated", "test_text_updated") + response = client.update_document_by_text( + self.document_id, "test_document_updated", "test_text_updated" + ) data = response.json() self.assertIn("document", data) self.assertIn("batch", data) @@ -82,7 +93,9 @@ class TestKnowledgeBaseClient(unittest.TestCase): def _test_006_update_document_by_file(self): client = self._get_dataset_kb_client() self.assertIsNotNone(self.document_id) - response = client.update_document_by_file(self.document_id, self.README_FILE_PATH) + response = client.update_document_by_file( + self.document_id, self.README_FILE_PATH + ) data = response.json() self.assertIn("document", data) self.assertIn("batch", data) @@ -112,9 +125,9 @@ class TestKnowledgeBaseClient(unittest.TestCase): def _test_010_add_segments(self): client = self._get_dataset_kb_client() - response = client.add_segments(self.document_id, [ - {"content": "test text segment 1"} - ]) + response = client.add_segments( + self.document_id, [{"content": "test text segment 1"}] + ) data = response.json() self.assertIn("data", data) self.assertGreater(len(data["data"]), 0) @@ -131,9 +144,11 @@ class TestKnowledgeBaseClient(unittest.TestCase): def _test_012_update_document_segment(self): client = self._get_dataset_kb_client() self.assertIsNotNone(self.segment_id) - response = client.update_document_segment(self.document_id, self.segment_id, - {"content": "test text segment 1 updated"} - ) + response = client.update_document_segment( + self.document_id, + self.segment_id, + {"content": "test text segment 1 updated"}, + ) data = response.json() self.assertIn("data", data) self.assertGreater(len(data["data"]), 0) @@ -159,29 +174,37 @@ class TestChatClient(unittest.TestCase): self.chat_client = ChatClient(API_KEY) def test_create_chat_message(self): - response = self.chat_client.create_chat_message({}, "Hello, World!", "test_user") + response = self.chat_client.create_chat_message( + {}, "Hello, World!", "test_user" + ) self.assertIn("answer", response.text) def test_create_chat_message_with_vision_model_by_remote_url(self): - files = [{ - "type": "image", - "transfer_method": "remote_url", - "url": "your_image_url" - }] - response = self.chat_client.create_chat_message({}, "Describe the picture.", "test_user", files=files) + files = [ + {"type": "image", "transfer_method": "remote_url", "url": "your_image_url"} + ] + response = self.chat_client.create_chat_message( + {}, "Describe the picture.", "test_user", files=files + ) self.assertIn("answer", response.text) def test_create_chat_message_with_vision_model_by_local_file(self): - files = [{ - "type": "image", - "transfer_method": "local_file", - "upload_file_id": "your_file_id" - }] - response = self.chat_client.create_chat_message({}, "Describe the picture.", "test_user", files=files) + files = [ + { + "type": "image", + "transfer_method": "local_file", + "upload_file_id": "your_file_id", + } + ] + response = self.chat_client.create_chat_message( + {}, "Describe the picture.", "test_user", files=files + ) self.assertIn("answer", response.text) def test_get_conversation_messages(self): - response = self.chat_client.get_conversation_messages("test_user", "your_conversation_id") + response = self.chat_client.get_conversation_messages( + "test_user", "your_conversation_id" + ) self.assertIn("answer", response.text) def test_get_conversations(self): @@ -194,28 +217,31 @@ class TestCompletionClient(unittest.TestCase): self.completion_client = CompletionClient(API_KEY) def test_create_completion_message(self): - response = self.completion_client.create_completion_message({"query": "What's the weather like today?"}, - "blocking", "test_user") + response = self.completion_client.create_completion_message( + {"query": "What's the weather like today?"}, "blocking", "test_user" + ) self.assertIn("answer", response.text) def test_create_completion_message_with_vision_model_by_remote_url(self): - files = [{ - "type": "image", - "transfer_method": "remote_url", - "url": "your_image_url" - }] + files = [ + {"type": "image", "transfer_method": "remote_url", "url": "your_image_url"} + ] response = self.completion_client.create_completion_message( - {"query": "Describe the picture."}, "blocking", "test_user", files) + {"query": "Describe the picture."}, "blocking", "test_user", files + ) self.assertIn("answer", response.text) def test_create_completion_message_with_vision_model_by_local_file(self): - files = [{ - "type": "image", - "transfer_method": "local_file", - "upload_file_id": "your_file_id" - }] + files = [ + { + "type": "image", + "transfer_method": "local_file", + "upload_file_id": "your_file_id", + } + ] response = self.completion_client.create_completion_message( - {"query": "Describe the picture."}, "blocking", "test_user", files) + {"query": "Describe the picture."}, "blocking", "test_user", files + ) self.assertIn("answer", response.text) @@ -224,7 +250,9 @@ class TestDifyClient(unittest.TestCase): self.dify_client = DifyClient(API_KEY) def test_message_feedback(self): - response = self.dify_client.message_feedback("your_message_id", 'like', "test_user") + response = self.dify_client.message_feedback( + "your_message_id", "like", "test_user" + ) self.assertIn("success", response.text) def test_get_application_parameters(self): @@ -237,9 +265,7 @@ class TestDifyClient(unittest.TestCase): mime_type = "image/jpeg" with open(file_path, "rb") as file: - files = { - "file": (file_name, file, mime_type) - } + files = {"file": (file_name, file, mime_type)} response = self.dify_client.file_upload("test_user", files) self.assertIn("name", response.text)