AsyncFuncAI/deepwiki-open

Pattern Findings

334 matches across 13 categories. Click a row to expand file-level details.

Excessive Try-Catch Wrapping130 hits · 130 pts

Severity	File	Line	Snippet
LOW	test/test_extract_repo_name.py	90	except Exception as e:
LOW	tests/run_tests.py	37	except Exception as e:
LOW	tests/unit/test_all_embedders.py	281	except Exception as e:
LOW	tests/unit/test_all_embedders.py	291	except Exception as e:
LOW	tests/unit/test_all_embedders.py	308	except Exception as e:
LOW	tests/unit/test_all_embedders.py	320	except Exception as e:
LOW	tests/unit/test_all_embedders.py	45	except Exception as e:
LOW	tests/unit/test_all_embedders.py	173	except Exception as e:
LOW	tests/unit/test_all_embedders.py	188	except Exception as e:
LOW	tests/unit/test_all_embedders.py	389	except Exception as e:
LOW	tests/unit/test_all_embedders.py	413	except Exception as e:
LOW	tests/unit/test_google_embedder.py	70	except Exception as e:
LOW	tests/unit/test_google_embedder.py	105	except Exception as e:
LOW	tests/unit/test_google_embedder.py	152	except Exception as e:
LOW	tests/integration/test_full_integration.py	38	except Exception as e:
LOW	tests/integration/test_full_integration.py	67	except Exception as e:
LOW	tests/integration/test_full_integration.py	103	except Exception as e:
LOW	tests/integration/test_full_integration.py	137	except Exception as e:
MEDIUM	tests/api/test_api.py	42	print(f"Error: {response.status_code}")
MEDIUM	tests/api/test_api.py	45	print(f"Error details: {error_data.get('detail', 'Unknown error')}")
MEDIUM	tests/api/test_api.py	47	print(f"Error content: {response.content}")
LOW	tests/api/test_api.py	57	except Exception as e:
MEDIUM	tests/api/test_api.py	58	print(f"Error: {str(e)}")
LOW	api/bedrock_client.py	149	except Exception as e:
LOW	api/bedrock_client.py	295	except Exception as e:
LOW	api/bedrock_client.py	364	except Exception as e:
LOW	api/dashscope_client.py	86	except Exception as e:
LOW	api/dashscope_client.py	226	except Exception as e:
LOW	api/dashscope_client.py	267	except Exception as e:
LOW	api/dashscope_client.py	300	except Exception as e:
LOW	api/dashscope_client.py	481	except Exception as e:
LOW	api/dashscope_client.py	524	except Exception as e:
LOW	api/dashscope_client.py	607	except Exception as e:
LOW	api/dashscope_client.py	770	except Exception as e:
LOW	api/dashscope_client.py	803	except Exception as e:
LOW	api/dashscope_client.py	822	except Exception as e:
LOW	api/dashscope_client.py	702	except Exception as e:
LOW	api/dashscope_client.py	724	except Exception as e:
LOW	api/config.py	119	except Exception as e:
MEDIUM	api/config.py	100	def load_json_config(filename):
LOW	api/data_pipeline.py	66	except Exception as e:
LOW	api/data_pipeline.py	155	except Exception as e:
LOW	api/data_pipeline.py	350	except Exception as e:
LOW	api/data_pipeline.py	384	except Exception as e:
LOW	api/data_pipeline.py	534	except Exception as e:
LOW	api/data_pipeline.py	588	except Exception as e:
LOW	api/data_pipeline.py	616	except Exception as e:
LOW	api/data_pipeline.py	659	except Exception as e:
LOW	api/data_pipeline.py	691	except Exception as e:
LOW	api/data_pipeline.py	835	except Exception as e:
LOW	api/data_pipeline.py	869	except Exception:
LOW	api/data_pipeline.py	901	except Exception as e:
LOW	api/openrouter_client.py	341	except Exception as e:
LOW	api/openrouter_client.py	452	except Exception as e_chunk:
LOW	api/openrouter_client.py	455	except Exception as e_stream:
LOW	api/openrouter_client.py	222	except Exception as xml_parse_error:
LOW	api/openrouter_client.py	299	except Exception as rebuild_error:
LOW	api/openrouter_client.py	309	except Exception as xml_error:
LOW	api/openrouter_client.py	391	except Exception as e_proc:
LOW	api/openrouter_client.py	520	except Exception as e_chunk:
70 more matches not shown…

Redundant / Tautological Comments40 hits · 65 pts

Severity	File	Line	Snippet
LOW	tests/integration/test_full_integration.py	20	# Check if Google embedder config exists
LOW	tests/integration/test_full_integration.py	29	# Check if GoogleEmbedderClient is in CLIENT_CLASSES
LOW	tests/api/test_api.py	40	# Check if the request was successful
LOW	api/bedrock_client.py	308	# Check if client is initialized
LOW	api/dashscope_client.py	207	# Check if it's a ChatCompletion object (non-streaming response)
LOW	api/config.py	191	# Check if model_client is OllamaClient
LOW	api/config.py	211	# Check if model_client is GoogleEmbedderClient
LOW	api/data_pipeline.py	86	# Check if Git is installed
LOW	api/data_pipeline.py	95	# Check if repository already exists
LOW	api/data_pipeline.py	266	# Check if file is in an included directory
LOW	api/data_pipeline.py	274	# Check if file matches included file patterns
LOW	api/data_pipeline.py	296	# Check if file is in an excluded directory
LOW	api/data_pipeline.py	303	# Check if file matches excluded file patterns
LOW	api/data_pipeline.py	316	# Check if file should be processed based on inclusion/exclusion rules
LOW	api/data_pipeline.py	357	# Check if file should be processed based on inclusion/exclusion rules
LOW	api/data_pipeline.py	483	# Check if it's a GitHub-like URL structure
LOW	api/data_pipeline.py	518	# Check if we got an error response
LOW	api/data_pipeline.py	814	# Check if the repository directory already exists and is not empty
LOW	api/openrouter_client.py	176	# Check if the content is XML and ensure it's properly formatted
LOW	api/openrouter_client.py	183	# Check if it's a wiki_structure XML
LOW	api/openrouter_client.py	117	# Check if API key is set
LOW	api/simple_chat.py	313	# Check if filePath is provided and fetch file content if it exists
LOW	api/simple_chat.py	80	# Check if request contains very large input
LOW	api/simple_chat.py	151	# Check if this is a Deep Research request
LOW	api/simple_chat.py	169	# Check if this is a continuation request
LOW	api/simple_chat.py	254	# Check if this is the first iteration
LOW	api/simple_chat.py	257	# Check if this is the final iteration
LOW	api/simple_chat.py	354	# Check if OpenRouter API key is set
LOW	api/simple_chat.py	377	# Check if an API key is set for Openai
LOW	api/simple_chat.py	401	# Check if AWS credentials are set
LOW	api/rag.py	63	# Check if dialog_turns exists and is a list
LOW	api/rag.py	178	# Check if Ollama model exists before proceeding
LOW	api/websocket_wiki.py	423	# Check if filePath is provided and fetch file content if it exists
LOW	api/websocket_wiki.py	75	# Check if request contains very large input
LOW	api/websocket_wiki.py	156	# Check if this is a Deep Research request
LOW	api/websocket_wiki.py	174	# Check if this is a continuation request
LOW	api/websocket_wiki.py	259	# Check if this is the first iteration
LOW	api/websocket_wiki.py	262	# Check if this is the final iteration
LOW	api/websocket_wiki.py	464	# Check if OpenRouter API key is set
LOW	api/websocket_wiki.py	487	# Check if an API key is set for Openai

Hyper-Verbose Identifiers49 hits · 54 pts

Severity	File	Line	Snippet
LOW	test/test_extract_repo_name.py	28	def test_extract_repo_name_github_standard_url(self):
LOW	test/test_extract_repo_name.py	47	def test_extract_repo_name_gitlab_urls(self):
LOW	test/test_extract_repo_name.py	62	def test_extract_repo_name_bitbucket_urls(self):
LOW	test/test_extract_repo_name.py	70	def test_extract_repo_name_local_paths(self):
LOW	test/test_extract_repo_name.py	80	def test_extract_repo_name_current_implementation_bug(self):
LOW	test/test_extract_repo_name.py	105	def test_extract_repo_name_edge_cases(self):
LOW	tests/unit/test_all_embedders.py	272	def test_prepare_data_pipeline(self, is_ollama=None):
LOW	tests/unit/test_all_embedders.py	311	def test_rag_embedder_type_detection(self):
LOW	tests/unit/test_all_embedders.py	327	def test_embedder_type_env_var(self, embedder_type=None):
LOW	tests/unit/test_all_embedders.py	103	def test_embedder_type_detection(self):
LOW	tests/unit/test_all_embedders.py	149	def test_get_embedder_with_explicit_type(self):
LOW	tests/unit/test_all_embedders.py	176	def test_get_embedder_with_legacy_params(self):
LOW	tests/unit/test_all_embedders.py	191	def test_get_embedder_auto_detection(self):
LOW	tests/unit/test_all_embedders.py	203	def test_google_embedder_client(self):
LOW	tests/unit/test_all_embedders.py	230	def test_openai_embedder_via_adalflow(self):
LOW	tests/unit/test_all_embedders.py	340	def _test_single_embedder_type(self, embedder_type):
LOW	tests/unit/test_all_embedders.py	374	def test_binary_assumptions_in_rag(self):
LOW	tests/unit/test_all_embedders.py	392	def test_binary_assumptions_in_data_pipeline(self):
LOW	tests/unit/test_google_embedder.py	23	def test_google_embedder_client():
LOW	tests/integration/test_full_integration.py	73	def test_google_embedder_with_env():
LOW	api/bedrock_client.py	183	def _format_prompt_for_provider(self, provider: str, prompt: str, messages=None) -> Dict[str, Any]:
LOW	api/bedrock_client.py	442	def convert_inputs_to_api_kwargs(
LOW	api/dashscope_client.py	68	def get_first_message_content(completion: ChatCompletion) -> str:
LOW	api/dashscope_client.py	96	def handle_streaming_response(generator: Stream[ChatCompletionChunk]):
LOW	api/dashscope_client.py	305	def convert_inputs_to_api_kwargs(
LOW	api/data_pipeline.py	434	def transform_documents_and_save_to_db(
LOW	api/data_pipeline.py	619	def get_bitbucket_file_content(repo_url: str, file_path: str, access_token: str = None) -> str:
LOW	api/data_pipeline.py	770	def _extract_repo_name_from_url(self, repo_url_or_path: str, repo_type: str) -> str:
LOW	api/openrouter_client.py	346	async def unexpected_error_generator():
LOW	api/openrouter_client.py	355	async def model_type_error_generator():
LOW	api/openrouter_client.py	359	def _process_completion_response(self, data: Dict) -> GeneratorOutput:
LOW	api/openrouter_client.py	459	async def _process_async_streaming_response(self, response):
LOW	api/openrouter_client.py	71	def convert_inputs_to_api_kwargs(
LOW	api/openrouter_client.py	328	async def connection_error_generator():
LOW	api/openrouter_client.py	395	def _process_streaming_response(self, response):
LOW	api/ollama_patch.py	21	def check_ollama_model_exists(model_name: str, ollama_host: str = None) -> bool:
LOW	api/api.py	36	def get_adalflow_default_root_path():
LOW	api/azureai_client.py	75	def get_first_message_content(completion: ChatCompletion) -> str:
LOW	api/azureai_client.py	81	# def _get_chat_completion_usage(completion: ChatCompletion) -> OpenAICompletionUsage:
LOW	api/azureai_client.py	90	def handle_streaming_response(generator: Stream[ChatCompletionChunk]):
LOW	api/azureai_client.py	348	def convert_inputs_to_api_kwargs(
LOW	api/rag.py	251	def _validate_and_filter_embeddings(self, documents: List) -> List:
LOW	api/openai_client.py	58	def get_first_message_content(completion: ChatCompletion) -> str:
LOW	api/openai_client.py	65	# def _get_chat_completion_usage(completion: ChatCompletion) -> OpenAICompletionUsage:
LOW	api/openai_client.py	92	def handle_streaming_response(generator: Stream[ChatCompletionChunk]):
LOW	api/openai_client.py	270	def convert_inputs_to_api_kwargs(
LOW	api/openai_client.py	384	def parse_image_generation_response(self, response: List[Image]) -> GeneratorOutput:
LOW	api/google_embedder_client.py	161	def convert_inputs_to_api_kwargs(
LOW	src/app/api/wiki/projects/route.ts	22	function isDeleteProjectCachePayload(obj: unknown): obj is DeleteProjectCachePayload {

Self-Referential Comments15 hits · 52 pts

Severity	File	Line	Snippet
MEDIUM	tests/api/test_api.py	14	# Define the API endpoint
MEDIUM	tests/api/test_api.py	17	# Define the request payload
MEDIUM	api/bedrock_client.py	116	# Create a session with the provided credentials
MEDIUM	api/bedrock_client.py	133	# Create a new session with the assumed role credentials
MEDIUM	api/bedrock_client.py	141	# Create the Bedrock client
MEDIUM	api/openrouter_client.py	168	# Create a generator that yields the content
MEDIUM	api/simple_chat.py	307	# Create the prompt with context
MEDIUM	api/simple_chat.py	91	# Create a new RAG instance for this request
MEDIUM	api/simple_chat.py	463	# Create a streaming response
MEDIUM	api/simple_chat.py	568	# Create a simplified prompt without context
MEDIUM	api/api.py	380	# Create a dictionary with metadata and pages
MEDIUM	api/rag.py	103	# Create a new dialog turn using our custom implementation
MEDIUM	api/websocket_wiki.py	417	# Create the prompt with context
MEDIUM	api/websocket_wiki.py	86	# Create a new RAG instance for this request
MEDIUM	api/websocket_wiki.py	724	# Create a simplified prompt without context

Deep Nesting39 hits · 32 pts

Severity	File	Line
LOW	api/bedrock_client.py	183
LOW	api/bedrock_client.py	250
LOW	api/bedrock_client.py	304
LOW	api/bedrock_client.py	442
LOW	api/dashscope_client.py	197
LOW	api/dashscope_client.py	305
LOW	api/dashscope_client.py	391
LOW	api/dashscope_client.py	498
LOW	api/dashscope_client.py	748
LOW	api/dashscope_client.py	844
LOW	api/config.py	124
LOW	api/data_pipeline.py	27
LOW	api/data_pipeline.py	72
LOW	api/data_pipeline.py	161
LOW	api/data_pipeline.py	537
LOW	api/data_pipeline.py	619
LOW	api/data_pipeline.py	243
LOW	api/data_pipeline.py	839
LOW	api/openrouter_client.py	112
LOW	api/openrouter_client.py	395
LOW	api/openrouter_client.py	459
LOW	api/openrouter_client.py	169
LOW	api/simple_chat.py	77
LOW	api/simple_chat.py	464
LOW	api/ollama_patch.py	71
LOW	api/api.py	276
LOW	api/api.py	322
LOW	api/api.py	578
LOW	api/azureai_client.py	348
LOW	api/rag.py	59
LOW	api/rag.py	251
LOW	api/rag.py	345
LOW	api/openai_client.py	270
LOW	api/openai_client.py	411
LOW	api/openai_client.py	488
LOW	api/google_embedder_client.py	78
LOW	api/google_embedder_client.py	92
LOW	api/websocket_wiki.py	63
LOW	api/tools/embedder.py	6

Unused Imports34 hits · 29 pts

Severity	File	Line
LOW	test/test_extract_repo_name.py	9
LOW	test/test_extract_repo_name.py	12
LOW	test/test_extract_repo_name.py	12
LOW	tests/run_tests.py	111
LOW	tests/run_tests.py	117
LOW	tests/run_tests.py	123
LOW	tests/unit/test_google_embedder.py	6
LOW	api/bedrock_client.py	3
LOW	api/bedrock_client.py	9
LOW	api/bedrock_client.py	9
LOW	api/bedrock_client.py	9
LOW	api/bedrock_client.py	12
LOW	api/dashscope_client.py	5
LOW	api/openrouter_client.py	3
LOW	api/openrouter_client.py	3
LOW	api/openrouter_client.py	3
LOW	api/openrouter_client.py	7
LOW	api/openrouter_client.py	8
LOW	api/simple_chat.py	2
LOW	api/ollama_patch.py	1
LOW	api/api.py	3
LOW	api/api.py	3
LOW	api/api.py	6
LOW	api/api.py	10
LOW	api/rag.py	3
LOW	api/rag.py	5
LOW	api/main.py	67
LOW	api/google_embedder_client.py	6
LOW	api/google_embedder_client.py	13
LOW	api/google_embedder_client.py	13
LOW	api/websocket_wiki.py	2
LOW	api/websocket_wiki.py	3
LOW	api/websocket_wiki.py	3
LOW	api/websocket_wiki.py	9

Docstring Block Structure4 hits · 20 pts

Severity	File	Line	Snippet
HIGH	api/data_pipeline.py	461	Retrieves the content of a file from a GitHub repository using the GitHub API. Supports both public GitHub (git
HIGH	api/data_pipeline.py	538	Retrieves the content of a file from a GitLab repository (cloud or self-hosted). Args: repo_url (str):
HIGH	api/data_pipeline.py	696	Retrieves the content of a file from a Git repository (GitHub or GitLab). Args: repo_type (str): Type
HIGH	api/openai_client.py	539	Encode image to base64 string. Args: image_path: Path to image file. Returns:

Decorative Section Separators4 hits · 18 pts

Severity	File	Line	Snippet
MEDIUM	litellm-config.yml	2	# -----------------------
MEDIUM	litellm-config.yml	4	# -----------------------
MEDIUM	litellm-config.yml	11	# -----------------------
MEDIUM	litellm-config.yml	13	# -----------------------

Magic Placeholder Names3 hits · 15 pts

Severity	File	Line	Snippet
HIGH	README.zh-tw.md	258	OPENAI_API_KEY=your_api_key
HIGH	api/azureai_client.py	144	export AZURE_OPENAI_API_KEY="your_api_key"
HIGH	api/azureai_client.py	161	api_key="your_api_key",

AI Slop Vocabulary5 hits · 9 pts

Severity	File	Line	Snippet
MEDIUM	package-lock.json	8459	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.2.tgz",
LOW	api/bedrock_client.py	160	# For now, just return the sync client
LOW	api/bedrock_client.py	438	# For now, just call the sync method
MEDIUM	src/components/Ask.tsx	386	const completionNote = "\n\n## Final Conclusion\nAfter multiple iterations of deep research, we've gathered
MEDIUM	src/components/Ask.tsx	466	const completionNote = "\n\n## Final Conclusion\nAfter multiple iterations of deep research, we've gathered sign

Over-Commented Block6 hits · 6 pts

Severity	File	Line	Snippet
LOW	tests/__init__.py	1	# Tests for DeepWiki
LOW	tests/unit/__init__.py	1	# Unit tests
LOW	tests/integration/__init__.py	1	# Integration tests
LOW	tests/api/__init__.py	1	# API tests
LOW	api/azureai_client.py	481	# model_client=OpenAIClient(),
LOW	api/openai_client.py	201	raise ValueError(

Verbosity Indicators4 hits · 6 pts

Severity	File	Line	Snippet
LOW	src/app/[owner]/[repo]/page.tsx	1331	// Step 1: Get project info to determine default branch
LOW	src/app/[owner]/[repo]/page.tsx	1353	// Step 2: Paginate to fetch full file tree
LOW	src/app/[owner]/[repo]/page.tsx	1378	// Step 3: Format file paths
LOW	src/app/[owner]/[repo]/page.tsx	1384	// Step 4: Try to fetch README.md content

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet
LOW	api/openai_client.py	590	# Example usage:

Score History

Severity Breakdown

Pattern Findings