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112 of your 124 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 4.47s · analysis 68.28s · 3.9 MB · GitHub preflight 447ms

RAG-Anything

https://github.com/HKUDS/RAG-Anything.git · scanned 2026-06-03 04:02 UTC (2 days, 9 hours ago) · 10 languages

535 findings (165 legacy + 370 scanner) 67th percentile · Python · medium (20-100K LoC) Scanner says 90 (lower by 20)

File as issue Image v2 schema
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 days, 9 hours ago · v6 · 228 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
78.1
/100
Repobility
66
165 legacy
9-layer
90
88.9% cov · 63 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 75.0 0.15 11.25
security_score 53.4 0.25 13.35
testing_score 87.0 0.20 17.40
documentation_score 83.0 0.15 12.45
practices_score 74.0 0.15 11.10
code_quality 45.0 0.10 4.50
Overall 1.00 70.0
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 100 Medium 45 Low 69 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 165 9-layer 63 Crowd 0 Layer: Software 83 Quality 133 Api 1 Frontend 1 Security 1 Cicd 9

All 974 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
read_long_description software healthy setup.py:6
retrieve_metadata software healthy setup.py:14
read_requirements software healthy setup.py:43
__init__ software healthy raganything/enhanced_markdown.py:82
_check_backends software healthy raganything/enhanced_markdown.py:96
_get_default_css software healthy raganything/enhanced_markdown.py:113
_process_markdown_content software healthy raganything/enhanced_markdown.py:228
convert_with_weasyprint software healthy raganything/enhanced_markdown.py:286
convert_with_pandoc software healthy raganything/enhanced_markdown.py:310
convert_markdown_to_pdf software healthy raganything/enhanced_markdown.py:370
convert_file_to_pdf software healthy raganything/enhanced_markdown.py:403
get_backend_info software healthy raganything/enhanced_markdown.py:446
_get_recommended_backend software healthy raganything/enhanced_markdown.py:460
main software healthy raganything/enhanced_markdown.py:470
to_dict software healthy raganything/callbacks.py:47
on_parse_start software dead raganything/callbacks.py:72
on_parse_complete software healthy raganything/callbacks.py:210
on_parse_error software dead raganything/callbacks.py:85
on_text_insert_start software dead raganything/callbacks.py:91
on_text_insert_complete software healthy raganything/callbacks.py:220
on_multimodal_start software dead raganything/callbacks.py:102
on_multimodal_item_complete software dead raganything/callbacks.py:107
on_multimodal_complete software healthy raganything/callbacks.py:225
on_query_start software dead raganything/callbacks.py:127
on_query_complete software healthy raganything/callbacks.py:250
on_query_error software dead raganything/callbacks.py:256
on_document_complete software healthy raganything/callbacks.py:235
on_document_error software healthy raganything/callbacks.py:238
on_batch_start software dead raganything/callbacks.py:169
on_batch_complete software dead raganything/callbacks.py:172
__init__ software healthy raganything/callbacks.py:298
summary software healthy raganything/callbacks.py:263
reset software healthy raganything/callbacks.py:285
register software healthy raganything/callbacks.py:304
unregister software healthy raganything/callbacks.py:320
enable_event_log software healthy raganything/callbacks.py:325
event_log software healthy raganything/callbacks.py:335
clear_event_log software healthy raganything/callbacks.py:340
dispatch software healthy raganything/callbacks.py:345
__init__ software healthy raganything/parser.py:2055
_is_url software healthy raganything/parser.py:84
_download_file software healthy raganything/parser.py:92
_unique_output_dir software healthy raganything/parser.py:172
convert_office_to_pdf software healthy raganything/parser.py:194
convert_text_to_pdf software healthy raganything/parser.py:344
_process_inline_markdown software healthy raganything/parser.py:565
link_replacer software dead raganything/parser.py:596
parse_pdf software healthy raganything/parser.py:2258
parse_image software healthy raganything/parser.py:2290
parse_document software healthy raganything/parser.py:2341

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
MarkdownConfig software healthy raganything/enhanced_markdown.py:46
EnhancedMarkdownConverter software healthy raganything/enhanced_markdown.py:72
ProcessingEvent software healthy raganything/callbacks.py:35
ProcessingCallback software healthy raganything/callbacks.py:61
MetricsCallback software healthy raganything/callbacks.py:183
CallbackManager software healthy raganything/callbacks.py:290
MineruExecutionError software healthy raganything/parser.py:57
Parser software healthy raganything/parser.py:68
MineruParser software healthy raganything/parser.py:694
DoclingParser software healthy raganything/parser.py:1455
PaddleOCRParser software healthy raganything/parser.py:2052
QueryMixin software healthy raganything/query.py:23
BatchMixin software healthy raganything/batch.py:19
PromptRegistry software healthy raganything/prompt.py:13
RAGAnythingConfig software healthy raganything/config.py:13
CircuitBreaker software healthy raganything/resilience.py:233
CircuitBreakerOpen software healthy raganything/resilience.py:248
BatchProcessingResult software healthy raganything/batch_parser.py:22
BatchParser software healthy raganything/batch_parser.py:53
DocStatus software healthy raganything/base.py:4
ProcessorMixin software healthy raganything/processor.py:32
ContextConfig software healthy raganything/modalprocessors.py:40
ContextExtractor software healthy raganything/modalprocessors.py:55
BaseModalProcessor software healthy raganything/modalprocessors.py:366
ImageModalProcessor software healthy raganything/modalprocessors.py:832
TableModalProcessor software healthy raganything/modalprocessors.py:1076
EquationModalProcessor software healthy raganything/modalprocessors.py:1271
GenericModalProcessor software healthy raganything/modalprocessors.py:1454
RAGAnything software healthy raganything/raganything.py:51
TestDocStatus software healthy tests/test_core_modules.py:26
TestRAGAnythingConfig software healthy tests/test_core_modules.py:47
TestSeparateContent software healthy tests/test_core_modules.py:121
TestEncodeImageToBase64 software healthy tests/test_core_modules.py:180
TestValidateImageFile software healthy tests/test_core_modules.py:204
TestGetProcessorForType software healthy tests/test_core_modules.py:244
TestGetProcessorSupports software healthy tests/test_core_modules.py:266
TestBatchProcessingResult software healthy tests/test_core_modules.py:295
TestBatchParserInit software healthy tests/test_core_modules.py:358
TestChineseCIDFont software healthy tests/test_chinese_cid_font.py:15
TestCloseEventLoop software healthy tests/test_close_event_loop.py:48
StubParser software healthy tests/testparser_wiring.py:21
FakeLogger software healthy tests/testparser_wiring.py:48
FakeParser software healthy tests/testparser_wiring.py:61
DummyProcessor software healthy tests/testparser_wiring.py:83
TestSetPromptLanguage software healthy tests/test_prompt_language.py:23
TestResetPrompts software healthy tests/test_prompt_language.py:59
TestRegisterLanguage software healthy tests/test_prompt_language.py:69
TestGetAvailableLanguages software healthy tests/test_prompt_language.py:89
TestAtomicPromptSwitches software healthy tests/test_prompt_language.py:96
FakePrompts software healthy tests/test_prompt_language.py:98

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
README_zh.md software healthy README_zh.md
README.md software healthy README.md
.pre-commit-config.yaml software healthy .pre-commit-config.yaml
setup.py software healthy setup.py
pyproject.toml software healthy pyproject.toml
requirements.txt software healthy requirements.txt
enhanced_markdown.py software healthy raganything/enhanced_markdown.py
callbacks.py software healthy raganything/callbacks.py
parser.py software healthy raganything/parser.py
__init__.py software healthy raganything/__init__.py
query.py software healthy raganything/query.py
prompts_zh.py software warning raganything/prompts_zh.py
batch.py software healthy raganything/batch.py
prompt_manager.py software healthy raganything/prompt_manager.py
prompt.py software healthy raganything/prompt.py
config.py software healthy raganything/config.py
omml_extractor.py software healthy raganything/omml_extractor.py
resilience.py software healthy raganything/resilience.py
batch_parser.py software healthy raganything/batch_parser.py
asset_urls.py software healthy raganything/asset_urls.py
base.py software healthy raganything/base.py
processor.py software healthy raganything/processor.py
modalprocessors.py software healthy raganything/modalprocessors.py
utils.py software healthy raganything/utils.py
raganything.py software healthy raganything/raganything.py
testparser_kwargs.py software healthy tests/testparser_kwargs.py
test_full_entities_merge.py software healthy tests/test_full_entities_merge.py
test_core_modules.py software healthy tests/test_core_modules.py
test_embedding_examples.py software healthy tests/test_embedding_examples.py
test_chinese_cid_font.py software healthy tests/test_chinese_cid_font.py
test_close_event_loop.py software healthy tests/test_close_event_loop.py
testparser_wiring.py software healthy tests/testparser_wiring.py
test_asset_urls.py software healthy tests/test_asset_urls.py
test_prompt_language.py software healthy tests/test_prompt_language.py
test_raganything_example.py software healthy tests/test_raganything_example.py
testpaddleocr_parser.py software healthy tests/testpaddleocr_parser.py
test_processor_lightrag_api.py software healthy tests/test_processor_lightrag_api.py
test_omml_extractor.py software healthy tests/test_omml_extractor.py
test_resilience.py software healthy tests/test_resilience.py
test_content_list_alias_handling.py software healthy tests/test_content_list_alias_handling.py
test_doc_status_creation.py software healthy tests/test_doc_status_creation.py
test_parser_url_download.py software healthy tests/test_parser_url_download.py
test_insert_content_list.py software healthy tests/test_insert_content_list.py
test_callbacks.py software healthy tests/test_callbacks.py
test_custom_parser.py software healthy tests/test_custom_parser.py
test_strip_thinking_tags.py software healthy tests/test_strip_thinking_tags.py
test_minimax_integration.py software healthy tests/test_minimax_integration.py
query.py software healthy reproduce/query.py
llm_answer_evaluator.py software healthy reproduce/llm_answer_evaluator.py
index.py software healthy reproduce/index.py

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
raganything software healthy raganything
tests software healthy tests
reproduce software healthy reproduce
docs software healthy docs
scripts software healthy scripts
examples software healthy examples
.github software healthy .github
ISSUE_TEMPLATE software healthy .github/ISSUE_TEMPLATE
workflows software healthy .github/workflows

LabelLayerStatusPath
test cicd healthy .github/workflows/test.yaml
release-build cicd healthy .github/workflows/pypi-publish.yml
pypi-publish cicd healthy .github/workflows/pypi-publish.yml
lint-and-format cicd healthy .github/workflows/linting.yaml

LabelLayerStatusPath
gha::test cicd healthy .github/workflows/test.yaml
gha::pypi-publish cicd healthy .github/workflows/pypi-publish.yml
gha::linting cicd healthy .github/workflows/linting.yaml

LabelLayerStatusPath
127.0.0.1 network healthy raganything/parser.py
22.1.2.74 network healthy raganything/omml_extractor.py

LabelLayerStatusPath
repobility-clone-rwo68ep3 software healthy /tmp/repobility-clone-rwo68ep3

LabelLayerStatusPath
gpu (detected) hardware healthy raganything/parser.py
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