File as GitHub Issue repo: HKUDS/RAG-Anything

Push this scan report to `HKUDS/RAG-Anything`

Click the green button below to open GitHub’s new-issue form, pre-filled with the report title, summary table, top findings, and an embedded score-card image. No authentication needed — you review on GitHub before submitting. Repobility is credited as the scanner.

Embedded score card image

This image will render at the top of the issue body. Hosted on Repobility, refreshes automatically after re-scans.

Issue title

Bare Except Pass

Curate findings to include

Pick exactly which findings appear in the issue body. By default the top 5 are included. Uncheck noise, check what matters.

Top 5 (default)

Severity	Rule	Title	File:line
CRIT	`MINED107`	Missing import: `queue` used but not imported	`raganything/parser.py:838`
CRIT	`MINED107`	Missing import: `html` used but not imported	`raganything/enhanced_markdown.py:299`
HIGH	`MINED106`	Phantom test coverage: test_get_parser_rejects_unknown_parser	`tests/testpaddleocr_parser.py:18`
HIGH	`MINED001`	[MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows e…	`raganything/__init__.py:41`
HIGH	`MINED001`	[MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows e…	`examples/lmstudio_integration_example.py:131`
HIGH	`MINED106`	Phantom test coverage: test_parse_pdf_raises_import_error_when_pdf_renderer_missing	`tests/testpaddleocr_parser.py:59`
HIGH	`MINED106`	Phantom test coverage: test_invalid_env_contents	`tests/testparser_kwargs.py:144`
HIGH	`MINED106`	Phantom test coverage: test_invalid_env_type	`tests/testparser_kwargs.py:129`
HIGH	`MINED106`	Phantom test coverage: test_docling_unknown_kwargs	`tests/testparser_kwargs.py:113`
HIGH	`MINED106`	Phantom test coverage: test_docling_env_accepted_but_ignored	`tests/testparser_kwargs.py:84`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:478`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:481`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:470`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:389`
HIGH	`MINED108`	`self.create_fallback_evaluation` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:392`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:370`
HIGH	`MINED108`	`self.create_fallback_evaluation` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:373`
HIGH	`MINED108`	`self.fix_json_format` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:384`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:361`
HIGH	`MINED108`	`self.fix_json_format` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:365`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:338`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:445`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:425`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:417`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:318`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:317`
HIGH	`MINED108`	`self.get_comprehensive_evaluation_prompt` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:309`
HIGH	`MINED108`	`self.get_accuracy_evaluation_prompt` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:301`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:281`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:210`
HIGH	`MINED108`	`self.logger` used but never assigned in __init__	`reproduce/llm_answer_evaluator.py:44`
HIGH	`MINED108`	`self.embedding_func_factory` used but never assigned in __init__	`examples/vllm_integration_example.py:204`
HIGH	`MINED106`	Phantom test coverage: test_chat_completion	`examples/vllm_integration_example.py:157`
HIGH	`MINED106`	Phantom test coverage: test_connection	`examples/vllm_integration_example.py:124`
HIGH	`MINED108`	`self._make_embedding_func` used but never assigned in __init__	`examples/ollama_integration_example.py:184`
HIGH	`MINED106`	Phantom test coverage: test_chat	`examples/ollama_integration_example.py:159`
HIGH	`MINED106`	Phantom test coverage: test_embedding	`examples/ollama_integration_example.py:137`
HIGH	`MINED106`	Phantom test coverage: test_connection	`examples/ollama_integration_example.py:108`
HIGH	`MINED108`	`self._make_embedding_func` used but never assigned in __init__	`examples/minimax_integration_example.py:223`
HIGH	`MINED106`	Phantom test coverage: test_chat_completion	`examples/minimax_integration_example.py:195`
HIGH	`MINED106`	Phantom test coverage: test_connection	`examples/minimax_integration_example.py:150`
HIGH	`MINED108`	`self.embedding_func_factory` used but never assigned in __init__	`examples/lmstudio_integration_example.py:183`
HIGH	`MINED106`	Phantom test coverage: test_chat_completion	`examples/lmstudio_integration_example.py:134`
HIGH	`MINED106`	Phantom test coverage: test_connection	`examples/lmstudio_integration_example.py:102`
HIGH	`MINED115`	Action `actions/setup-python` pinned to mutable ref `@v5`	`.github/workflows/test.yaml:23`
HIGH	`MINED115`	Action `actions/checkout` pinned to mutable ref `@v4`	`.github/workflows/test.yaml:20`
HIGH	`MINED115`	Action `stefanzweifel/git-auto-commit-action` pinned to mutable ref `@v5`	`.github/workflows/linting.yaml:33`
HIGH	`MINED115`	Action `actions/setup-python` pinned to mutable ref `@v2`	`.github/workflows/linting.yaml:20`
HIGH	`MINED115`	Action `actions/checkout` pinned to mutable ref `@v2`	`.github/workflows/linting.yaml:17`
HIGH	`MINED115`	Action `pypa/gh-action-pypi-publish` pinned to mutable ref `@release/v1`	`.github/workflows/pypi-publish.yml:50`
HIGH	`MINED115`	Action `actions/download-artifact` pinned to mutable ref `@v4`	`.github/workflows/pypi-publish.yml:44`
HIGH	`MINED115`	Action `actions/upload-artifact` pinned to mutable ref `@v4`	`.github/workflows/pypi-publish.yml:27`
HIGH	`MINED115`	Action `actions/setup-python` pinned to mutable ref `@v5`	`.github/workflows/pypi-publish.yml:16`
HIGH	`MINED115`	Action `actions/checkout` pinned to mutable ref `@v4`	`.github/workflows/pypi-publish.yml:15`
HIGH	`MINED131`	pre-commit hook `https://github.com/mgedmin/check-manifest` pinned to mutable rev `0.49`	`.pre-commit-config.yaml:15`
HIGH	`MINED131`	pre-commit hook `https://github.com/astral-sh/ruff-pre-commit` pinned to mutable rev `v0.…	`.pre-commit-config.yaml:8`
HIGH	`MINED131`	pre-commit hook `https://github.com/pre-commit/pre-commit-hooks` pinned to mutable rev `v…	`.pre-commit-config.yaml:2`
HIGH	`PYSEC-2020-151`	uvicorn: PYSEC-2020-151	`requirements.txt`
HIGH	`PYSEC-2020-150`	uvicorn: PYSEC-2020-150	`requirements.txt`
HIGH	`GHSA-cx63-2mw6-8hw5`	setuptools: GHSA-cx63-2mw6-8hw5	`requirements.txt`
HIGH	`PYSEC-2025-49`	setuptools: PYSEC-2025-49	`requirements.txt`
HIGH	`PYSEC-2022-43012`	setuptools: PYSEC-2022-43012	`requirements.txt`
HIGH	`GHSA-wp53-j4wj-2cfg`	python-multipart: GHSA-wp53-j4wj-2cfg	`requirements.txt`
HIGH	`GHSA-pp6c-gr5w-3c5g`	python-multipart: GHSA-pp6c-gr5w-3c5g	`requirements.txt`
HIGH	`GHSA-59g5-xgcq-4qw3`	python-multipart: GHSA-59g5-xgcq-4qw3	`requirements.txt`
HIGH	`GHSA-7gcm-g887-7qv7`	protobuf: GHSA-7gcm-g887-7qv7	`requirements.txt`
HIGH	`GHSA-6mq8-rvhq-8wgg`	aiohttp: GHSA-6mq8-rvhq-8wgg	`requirements.txt`
MED	`SEC034`	[SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge…	`reproduce/query.py:261`
MED	`SEC034`	[SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge…	`examples/raganything_example.py:227`
MED	`MINED109`	Mutable default argument in `vision_model_func` (list)	`reproduce/index.py:131`
MED	`MINED109`	Mutable default argument in `llm_model_func` (list)	`reproduce/index.py:119`
MED	`MINED109`	Mutable default argument in `vision_model_func` (list)	`reproduce/query.py:132`
MED	`MINED109`	Mutable default argument in `llm_model_func` (list)	`reproduce/query.py:120`
MED	`MINED109`	Mutable default argument in `vision_model_func` (list)	`examples/insert_content_list_example.py:214`
MED	`MINED109`	Mutable default argument in `llm_model_func` (list)	`examples/insert_content_list_example.py:202`
MED	`MINED111`	Bare except continues silently	`examples/ollama_integration_example.py:155`
MED	`MINED111`	Bare except continues silently	`examples/ollama_integration_example.py:132`
MED	`MINED111`	Bare except continues silently	`examples/minimax_integration_example.py:164`
MED	`MINED111`	Bare except continues silently	`examples/minimax_integration_example.py:227`
MED	`MINED111`	Bare except continues silently	`examples/minimax_integration_example.py:205`
MED	`MINED111`	Bare except continues silently	`examples/minimax_integration_example.py:190`
MED	`MINED109`	Mutable default argument in `<lambda>` (list)	`examples/modalprocessors_example.py:186`
MED	`MINED109`	Mutable default argument in `<lambda>` (list)	`examples/modalprocessors_example.py:42`
MED	`MINED109`	Mutable default argument in `<lambda>` (list)	`examples/modalprocessors_example.py:25`
MED	`MINED111`	Bare except continues silently	`examples/lmstudio_integration_example.py:236`
MED	`MINED111`	Bare except continues silently	`examples/lmstudio_integration_example.py:288`
MED	`MINED111`	Bare except continues silently	`examples/lmstudio_integration_example.py:214`
MED	`MINED111`	Bare except continues silently	`examples/lmstudio_integration_example.py:195`
MED	`MINED111`	Bare except continues silently	`examples/lmstudio_integration_example.py:156`
MED	`MINED111`	Bare except continues silently	`examples/lmstudio_integration_example.py:120`
MED	`MINED111`	Bare except continues silently	`examples/batch_processing_example.py:305`
MED	`MINED111`	Bare except continues silently	`examples/batch_processing_example.py:482`
MED	`MINED111`	Bare except continues silently	`examples/batch_processing_example.py:395`
MED	`MINED111`	Bare except continues silently	`examples/batch_processing_example.py:312`
MED	`MINED111`	Bare except continues silently	`examples/batch_processing_example.py:230`
MED	`MINED111`	Bare except continues silently	`examples/batch_processing_example.py:183`
MED	`MINED109`	Mutable default argument in `vision_model_func` (list)	`examples/raganything_example.py:135`
MED	`MINED109`	Mutable default argument in `llm_model_func` (list)	`examples/raganything_example.py:123`
MED	`COMP001`	[COMP001] High cognitive complexity: Function `attach_public_media_urls` has cognitive co…	`raganything/asset_urls.py:65`
MED	`DEPCUR-GHA`	GitHub Action `actions/checkout@v2` is 4 major version(s) behind (latest v6.0.3)	`.github/workflows/linting.yaml:17`
MED	`DEPCUR-GHA`	GitHub Action `actions/checkout@v4` is 2 major version(s) behind (latest v6.0.3)	`.github/workflows/pypi-publish.yml:15`
MED	`DEPCUR-GHA`	GitHub Action `actions/checkout@v4` is 2 major version(s) behind (latest v6.0.3)	`.github/workflows/test.yaml:20`
MED	`DEPCUR-GHA`	GitHub Action `stefanzweifel/git-auto-commit-action@v5` is 2 major version(s) behind (lat…	`.github/workflows/linting.yaml:33`
MED	`DEPCUR-GHA`	GitHub Action `actions/setup-python@v2` is 4 major version(s) behind (latest v6.2.0)	`.github/workflows/linting.yaml:20`
MED	`DEPCUR-GHA`	GitHub Action `actions/download-artifact@v4` is 4 major version(s) behind (latest v8.0.1)	`.github/workflows/pypi-publish.yml:44`
MED	`DEPCUR-GHA`	GitHub Action `actions/upload-artifact@v4` is 3 major version(s) behind (latest v7.0.1)	`.github/workflows/pypi-publish.yml:27`
MED	`DEPCUR-GHA`	GitHub Action `actions/setup-python@v5` is 1 major version(s) behind (latest v6.2.0)	`.github/workflows/pypi-publish.yml:16`
MED	`DEPCUR-GHA`	GitHub Action `actions/setup-python@v5` is 1 major version(s) behind (latest v6.2.0)	`.github/workflows/test.yaml:23`
MED	`MINED124`	requirements.txt: `tqdm` has no version pin	`requirements.txt:7`
MED	`MINED124`	requirements.txt: `mineru[core]` has no version pin	`requirements.txt:5`
MED	`MINED124`	requirements.txt: `lightrag-hku` has no version pin	`requirements.txt:3`
MED	`MINED124`	requirements.txt: `huggingface_hub` has no version pin	`requirements.txt:1`
MED	`GHSA-mj87-hwqh-73pj`	python-multipart: GHSA-mj87-hwqh-73pj	`requirements.txt`
MED	`GHSA-x284-j5p8-9c5p`	pypdf: GHSA-x284-j5p8-9c5p	`requirements.txt`
MED	`GHSA-jj6c-8h6c-hppx`	pypdf: GHSA-jj6c-8h6c-hppx	`requirements.txt`
MED	`GHSA-7gw9-cf7v-778f`	pypdf: GHSA-7gw9-cf7v-778f	`requirements.txt`
MED	`GHSA-4pxv-j86v-mhcw`	pypdf: GHSA-4pxv-j86v-mhcw	`requirements.txt`
MED	`GHSA-3crg-w4f6-42mx`	pypdf: GHSA-3crg-w4f6-42mx	`requirements.txt`
MED	`GHSA-65pc-fj4g-8rjx`	idna: GHSA-65pc-fj4g-8rjx	`requirements.txt`
MED	`GHSA-w2fm-2cpv-w7v5`	aiohttp: GHSA-w2fm-2cpv-w7v5	`requirements.txt`
MED	`GHSA-p998-jp59-783m`	aiohttp: GHSA-p998-jp59-783m	`requirements.txt`
MED	`GHSA-m5qp-6w8w-w647`	aiohttp: GHSA-m5qp-6w8w-w647	`requirements.txt`
MED	`GHSA-jj3x-wxrx-4x23`	aiohttp: GHSA-jj3x-wxrx-4x23	`requirements.txt`
MED	`GHSA-g84x-mcqj-x9qq`	aiohttp: GHSA-g84x-mcqj-x9qq	`requirements.txt`
MED	`GHSA-c427-h43c-vf67`	aiohttp: GHSA-c427-h43c-vf67	`requirements.txt`
MED	`GHSA-8495-4g3g-x7pr`	aiohttp: GHSA-8495-4g3g-x7pr	`requirements.txt`
MED	`GHSA-6jhg-hg63-jvvf`	aiohttp: GHSA-6jhg-hg63-jvvf	`requirements.txt`
MED	`WEB003`	Public web service has no security.txt	`.well-known/security.txt`
LOW	`COMP001`	[COMP001] High cognitive complexity: Function `set_prompt_language` has cognitive complex…	`raganything/prompt_manager.py:84`
LOW	`COMP001`	[COMP001] High cognitive complexity: Function `test_connection` has cognitive complexity …	`examples/minimax_integration_example.py:150`
LOW	`GHSA-mwh4-6h8g-pg8w`	aiohttp: GHSA-mwh4-6h8g-pg8w	`requirements.txt`
LOW	`GHSA-mqqc-3gqh-h2x8`	aiohttp: GHSA-mqqc-3gqh-h2x8	`requirements.txt`
LOW	`GHSA-hcc4-c3v8-rx92`	aiohttp: GHSA-hcc4-c3v8-rx92	`requirements.txt`
LOW	`GHSA-fh55-r93g-j68g`	aiohttp: GHSA-fh55-r93g-j68g	`requirements.txt`
LOW	`GHSA-966j-vmvw-g2g9`	aiohttp: GHSA-966j-vmvw-g2g9	`requirements.txt`
LOW	`GHSA-9548-qrrj-x5pj`	aiohttp: GHSA-9548-qrrj-x5pj	`requirements.txt`
LOW	`GHSA-69f9-5gxw-wvc2`	aiohttp: GHSA-69f9-5gxw-wvc2	`requirements.txt`
LOW	`GHSA-63hf-3vf5-4wqf`	aiohttp: GHSA-63hf-3vf5-4wqf	`requirements.txt`
LOW	`GHSA-54jq-c3m8-4m76`	aiohttp: GHSA-54jq-c3m8-4m76	`requirements.txt`
LOW	`GHSA-3wq7-rqq7-wx6j`	aiohttp: GHSA-3wq7-rqq7-wx6j	`requirements.txt`
LOW	`GHSA-2vrm-gr82-f7m5`	aiohttp: GHSA-2vrm-gr82-f7m5	`requirements.txt`
INFO	`MINED063`	[MINED063] Toctou Os Path Exists: if os.path.exists(p): open(p) — file can be replaced/de…	`reproduce/query.py:231`
INFO	`MINED062`	[MINED062] Python Dataclass No Fields: @dataclass over an empty class — unfinished model.	`raganything/config.py:12`
INFO	`MINED043`	[MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle cr…	`raganything/asset_urls.py:113`
INFO	`MINED049`	[MINED049] Print Pii: Logging password/token/email/ssn directly to stdout.	`scripts/create_tiktoken_cache.py:13`
INFO	`MINED049`	[MINED049] Print Pii: Logging password/token/email/ssn directly to stdout.	`examples/minimax_integration_example.py:153`
INFO	`MINED050`	[MINED050] Stub Only Function: Function declared but body is just pass, return None, rais…	`raganything/__init__.py:17`
INFO	`MINED050`	[MINED050] Stub Only Function: Function declared but body is just pass, return None, rais…	`examples/lmstudio_integration_example.py:132`

Reset to top 5 148 findings available (after auto-suppression of test files + won't-fix)

Issue body (markdown)

## Code-quality scan: `HKUDS/RAG-Anything`

**Score: 78/100 (B)**  ·  165 findings  ·  scanned 2026-06-03 04:02 UTC  ·  24,304 LOC

| Severity | Count |
|---|---|
| CRITICAL | 2 |
| HIGH | 65 |
| MEDIUM | 61 |
| LOW | 13 |

📊 [Full filterable report](https://repobility.com/scan/507e544d-338a-43d7-8a53-56003e3386c2/)  ·  ![scorecard](https://repobility.com/scan/507e544d-338a-43d7-8a53-56003e3386c2/report.png?v=1780459337-s2)

### Top findings

1. **CRITICAL** `MINED107` — Missing import: `queue` used but not imported
   `raganything/parser.py:838` · ✓ Repobility
2. **CRITICAL** `MINED107` — Missing import: `html` used but not imported
   `raganything/enhanced_markdown.py:299` · ✓ Repobility
3. **HIGH** `MINED106` — Phantom test coverage: test_get_parser_rejects_unknown_parser
   `tests/testpaddleocr_parser.py:18` · ✓ Repobility
4. **HIGH** `MINED001` — Bare Except Pass
   `raganything/__init__.py:41` · CWE-755 · ✓ Repobility
5. **HIGH** `MINED001` — Bare Except Pass
   `examples/lmstudio_integration_example.py:131` · CWE-755 · ✓ Repobility

---

_Filed automatically. Close this issue if not useful — we won't refile. Full report: https://repobility.com/scan/507e544d-338a-43d7-8a53-56003e3386c2/_

Premium account

This scan was submitted by a Enterprise-tier account. Premium accounts have full outreach control â Repobility doesn't pre-fill the 'file as GitHub issue' button for paid users. You can still file the issue manually using the markdown body above (Copy markdown), or contact us if you'd like batch-filing enabled for your account.

Megaproject â high spam risk

Could not determine 'HKUDS/RAG-Anything' star count (GitHub API rate-limited or unreachable). When in doubt about repo size, prefer opening a focused PR or a discussion rather than an issue.

Already filed

142/196 findings (72%) on this scan are already flagged as test-file, won't-fix, or suppressed. The scan is too noisy to file as a single issue. Curate down to specific actionable findings, or address the FP source first.

I read the warnings â override Cancel

The button opens GitHubâs new-issue page in a new tab. You will see the title + body pre-filled â review, edit if you want, then click GitHubâs "Submit new issue" button. Repobility never posts anything on your behalf.

For real security findings on big repos: use the project's SECURITY.md or private advisory flow instead of a public issue.

Push this scan report to HKUDS/RAG-Anything

Embedded score card image

Issue title

Curate findings to include

Issue body (markdown)

Push this scan report to `HKUDS/RAG-Anything`