Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-04 23:24 UTC

docling-project / docling

Get your documents ready for gen AI

PythonMIT★ 64,246 stars⑂ 4,562 forkssince Jul 2024View on GitHub ↗

KindCommand-line toolPluginLibraryhow this is determined

#ai #convert #documents #pdf #tables #document-parser #document-parsing #docx #html #markdown #pdf-converter #pdf-to-json #pdf-to-text #pptx #xlsx

docling-project/docling holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Vitality (100/100) and lowest on Security (58/100). It was last updated 1 day ago. 4 contributors account for most of its recent work.

overall / 100

Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met

Excellent80-92Strong across the board; minor gaps

Good65-79Healthy; gaps are limited and manageable

Moderate50-64Acceptable with notable gaps; review recommended

Weak35-49Material weaknesses across several areas

At Risk20-34Significant weaknesses; adoption warrants caution

Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 87 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

Docling ProjectOrganization

1,217 followers26 public repossince Nov 2024

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish	Tags
PyPI	docling-slim	2.118.0	-	30	1 day ago	convert docling document docx html layout-model markdown pdf segmentation

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

100Exceptional · 21% of overall

Development activity

100Exceptional

How it's scored

36/36	Push recency — last push 1 days ago
36/36	Commit cadence — 52/52 weeks with commits
18/18	Commit volume — 687 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	687
human_commit_share	0.91
days_since_last_push	1
active_weeks_last_year	52

Release discipline

100Exceptional

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 1 days ago
27/27	Release cadence — a release every ~3.5 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	100
latest_release_tag	v2.118.0
releases_from_tags	no
days_since_latest_release	1
mean_days_between_releases	3.5

Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

95Exceptional · 17% of overall

Popularity & adoption

98Exceptional

How it's scored

60/60	Stars — 64,246 stars
25/25	Forks — 4,562 forks
13.1/15	Watchers — 224 watchers

Inputs used

forks	4,562
stars	64,246
watchers	224
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

92Excellent

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (MIT)
18/18	CONTRIBUTING guide
13.5/13.5	Code of conduct
0/7.2	Issue template
6.3/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	12
has_contributing	yes
has_issue_template	no
has_code_of_conduct	yes
readme_badge_services	shields.io, www.bestpractices.dev
has_pull_request_template	yes

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

84Excellent · 23% of overall

Maintainer resilience (bus factor)

84Excellent

How it's scored

43.2/54	Bus factor — 4 contributor(s) cover half of all commits
17.3/22.5	Commit distribution — top contributor authored 23% of commits
13.5/13.5	Contributor breadth — 98 contributors
10/10	OpenSSF Scorecard: Contributors — project has 25 contributing companies or organizations

Inputs used

bus_factor	4
contributors_sampled	98
top_contributor_share	0.23

Issue & PR responsiveness

72Good

How it's scored

22.8/42	Issue resolution — 54% of issues closed
23.2/30	PR acceptance — 1,100/1,424 decided PRs merged
13/13	Newcomer PR acceptance — 16/16 first-time contributors' PRs merged in 30d
13.5/15	OpenSSF Scorecard: Code-Review — Found 27/30 approved changesets -- score normalized to 9

Inputs used

merged_prs	1,100
open_issues	882
closed_issues	1,054
prs_merged_7d	26
prs_decided_7d	31
prs_merged_30d	41
prs_decided_30d	57
issue_closed_ratio	0.544
closed_unmerged_prs	324
first_time_authors_30d	9
first_time_prs_merged_30d	16
first_time_prs_decided_30d	16

Ownership & stewardship

83Excellent

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain — verified-domain status not read for this organization
22.2/25	Owner reach — 1,217 followers of docling-project
13.9/25	Track record — 26 public repos, account ~1 yr old

Inputs used

followers	1,217
owner_type	Organization
is_verified	—
owner_login	docling-project
public_repos	26
account_age_days	628

Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 1 days ago
20/20	Version history — 30 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	docling-slim
ecosystems	pypi
any_deprecated	no
min_days_since_publish	1

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

94Exceptional

How it's scored

24/24	CI workflows — 13 workflow(s)
24/24	Tests present
16/16	Linter config
9.6/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 27 out of 27 merged PRs checked by a CI test -- score normalized to 10

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	yes

Documentation

90Excellent

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://docling-project.github.io/docling
10/10	Repository description
10/10	Topics — 15 topics
0/10	Wiki

Inputs used

topics	ai, convert, documents, pdf, tables, document-parser, document-parsing, docx, html, markdown, pdf-converter, pdf-to-json, pdf-to-text, pptx, xlsx
has_wiki	no
homepage	https://docling-project.github.io/docling
docs_site	https://docling-project.github.io/docling
has_readme	yes
has_docs_dir	yes
has_description	yes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

58Moderate · 16% of overall

Security posture

48Weak

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 27 out of 27 merged PRs checked by a CI test -- score normalized to 10
1.8/2.5	CII-Best-Practices — badge detected: Silver
6.8/7.5	Code-Review — Found 27/30 approved changesets -- score normalized to 9
2.5/2.5	Contributors — project has 25 contributing companies or organizations
0/10	Dangerous-Workflow — dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
2.5/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — no data
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 20 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	4.8

Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional

How it's scored

35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	28
affected_packages	8
assessed_packages	383
unassessed_packages	1
affected_by_severity	high 2, moderate 6
direct_affected_packages	0

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 383 resolved dependencies against OSV. 1 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

83Excellent · 4% of overall

Agent context & guidance

85Excellent

How it's scored

45/45	Agent instructions — AGENTS.md, CLAUDE.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 91 of 91 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	1
agent_instruction_files	AGENTS.md, CLAUDE.md
agent_instruction_max_bytes	3,642

Verify loop (build / test / typecheck)

77Good

How it's scored

18/18	One-command bootstrap — Makefile
22/22	Automated tests
11/11	Lint / format config
11/11	Static type checking — docling/py.typed
10/10	Reproducible environment — Dockerfile, lockfile
0/10	Demonstrated agent practice — no agent-authored commits among the last 100
0/8	Automated maintenance — no automated dependency updates observed
5/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5

Inputs used

has_nix	no
has_tests	yes
lockfiles	uv.lock
has_dockerfile	yes
typed_language	no
bootstrap_files	Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	docling/py.typed
agent_commit_share	0
toolchain_manifests	—
dependency_bot_commit_share	0

Code legibility for models

81Excellent

How it's scored

27/45	Type-checkable code — Python with type-check config (docling/py.typed)
53.7/55	Manageable file sizes — 10/423 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	180,638
source_files_sampled	423
oversized_source_files	10

Machine-readable interfaces

100Exceptional

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20	MCP server — not applicable to this kind of software
40/40	Runnable examples — examples, notebooks

Inputs used

example_dirs	examples, notebooks
has_mcp_signal	no
api_schema_files	—
interfaces_expected_of	—

Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

64,246GitHub stars

98contributors

687commits, last 12 months

1days since last push

100releases

4bus factor

882open issues

PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
First-time contributor figures cover 12 of 29 authors (cap 12)
deps.dev does not index pypi:docling-slim@2.118.0; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 4,562 ⇿

0Stars

4,562Forks

45Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

Major 0Minor 42Patch 3

OpenSSF Scorecard 4.8 / 10

4.8aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-08-04 23:23 UTC

10	Binary-Artifacts	no binaries found in the repo
4	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	27 out of 27 merged PRs checked by a CI test -- score normalized to 10
7	CII-Best-Practices	badge detected: Silver
9	Code-Review	Found 27/30 approved changesets -- score normalized to 9
10	Contributors	project has 25 contributing companies or organizations
0	Dangerous-Workflow	dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
5	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 5
0	SAST	SAST tool is not run on all commits -- score normalized to 0
10	Security-Policy	security policy file detected
n/a	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	20 existing vulnerabilities detected

Direct dependencies 8

Registry	Package	Version constraint	Manifest
PyPI	pydantic	`>=2.0.0,<3.0.0`	pyproject.toml
PyPI	docling-core	`>=2.90.0,<3.0.0`	pyproject.toml
PyPI	pydantic-settings	`>=2.3.0,<3.0.0`	pyproject.toml
PyPI	filetype	`>=1.2.0,<2.0.0`	pyproject.toml
PyPI	requests	`>=2.32.2,<3.0.0`	pyproject.toml
PyPI	certifi	`>=2024.7.4`	pyproject.toml
PyPI	pluggy	`>=1.0.0,<2.0.0`	pyproject.toml
PyPI	tqdm	`>=4.65.0,<5.0.0`	pyproject.toml

All dependencies 384

Full resolved dependency set from the GitHub dependency graph: 8 direct and 376 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	certifi	`2026.6.17`	direct
PyPI	docling-core	`2.90.0`	direct
PyPI	filetype	`1.2.0`	direct
PyPI	pluggy	`1.6.0`	direct
PyPI	pydantic	`2.13.4`	direct
PyPI	pydantic-settings	`2.14.2`	direct
PyPI	requests	`2.34.2`	direct
PyPI	tqdm	`4.68.4`	direct
PyPI	accelerate	`1.14.0`	indirect
PyPI	aiohappyeyeballs	`2.7.1`	indirect
PyPI	aiohttp	`3.14.1`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	antlr4-python3-runtime	`4.9.3`	indirect
PyPI	anyio	`4.14.1`	indirect
PyPI	appnope	`0.1.4`	indirect
PyPI	arelle-release	`2.41.7`	indirect
PyPI	asttokens	`3.0.1`	indirect
PyPI	async-timeout	`5.0.1`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	audioop-lts	`0.2.2`	indirect
PyPI	audioread	`3.1.0`	indirect
PyPI	autopep8	`2.3.2`	indirect
PyPI	av	`17.1.0`	indirect
PyPI	av	`18.0.0`	indirect
PyPI	backports-tarfile	`1.2.0`	indirect
PyPI	beautifulsoup4	`4.15.0`	indirect
PyPI	bleach	`6.4.0`	indirect
PyPI	boto3-stubs	`1.43.42`	indirect
PyPI	botocore-stubs	`1.43.14`	indirect
PyPI	bottle	`0.13.4`	indirect
PyPI	cachetools	`7.1.4`	indirect
PyPI	cffi	`2.1.0`	indirect
PyPI	charset-normalizer	`3.4.9`	indirect
PyPI	click	`8.4.2`	indirect
PyPI	click-log	`0.4.0`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	coloredlogs	`15.0.1`	indirect
PyPI	colorlog	`6.10.1`	indirect
PyPI	comm	`0.2.3`	indirect
PyPI	contourpy	`1.3.2`	indirect
PyPI	contourpy	`1.3.3`	indirect
PyPI	coverage	`7.15.0`	indirect
PyPI	cryptography	`49.0.0`	indirect
PyPI	ctranslate2	`4.8.1`	indirect
PyPI	cuda-bindings	`13.3.1`	indirect
PyPI	cuda-pathfinder	`1.5.6`	indirect
PyPI	cuda-toolkit	`13.0.2`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	cysignals	`1.12.5`	indirect
PyPI	cysignals	`1.12.6`	indirect
PyPI	datasets	`2.21.0`	indirect
PyPI	debugpy	`1.8.21`	indirect
PyPI	decorator	`5.3.1`	indirect
PyPI	deepmerge	`2.1.0`	indirect
PyPI	defusedxml	`0.7.1`	indirect
PyPI	dill	`0.3.8`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	doclang	`0.7.2`	indirect
PyPI	docling	`2.118.0`	indirect
PyPI	docling-ibm-models	`3.13.3`	indirect
PyPI	docling-parse	`7.7.0`	indirect
PyPI	docling-slim	`2.103.0`	indirect
PyPI	docling-slim	`2.118.0`	indirect
PyPI	docutils	`0.23`	indirect
PyPI	dotty-dict	`1.3.1`	indirect
PyPI	dprint-py	`0.53.1.0`	indirect
PyPI	easyocr	`1.7.2`	indirect
PyPI	et-xmlfile	`2.0.0`	indirect
PyPI	exceptiongroup	`1.3.1`	indirect
PyPI	execnet	`2.1.2`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	faker	`40.28.1`	indirect
PyPI	fastapi	`0.139.0`	indirect
PyPI	fastjsonschema	`2.21.2`	indirect
PyPI	filelock	`3.29.7`	indirect
PyPI	flatbuffers	`25.12.19`	indirect
PyPI	fonttools	`4.63.0`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	fsspec	`2024.6.1`	indirect
PyPI	ghp-import	`2.1.0`	indirect
PyPI	gitdb	`4.0.12`	indirect
PyPI	gitpython	`3.1.50`	indirect
PyPI	gliner	`0.2.24`	indirect
PyPI	greenlet	`3.5.3`	indirect
PyPI	griffe-pydantic	`1.3.1`	indirect
PyPI	griffelib	`2.1.0`	indirect
PyPI	grpcio	`1.81.1`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	hatchling	`—`	indirect
PyPI	hf-xet	`1.5.1`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	huggingface-hub	`1.22.0`	indirect
PyPI	humanfriendly	`10.0`	indirect
PyPI	idna	`3.18`	indirect
PyPI	imageio	`2.37.3`	indirect
PyPI	importlib-metadata	`9.0.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	invoke	`2.2.1`	indirect
PyPI	ipykernel	`6.31.0`	indirect
PyPI	ipython	`8.39.0`	indirect
PyPI	ipython	`9.15.0`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	ipywidgets	`8.1.8`	indirect
PyPI	isodate	`0.7.2`	indirect
PyPI	jaconv	`0.5.0`	indirect
PyPI	jaraco-classes	`3.4.0`	indirect
PyPI	jaraco-context	`6.1.2`	indirect
PyPI	jaraco-functools	`4.5.0`	indirect
PyPI	jedi	`0.20.0`	indirect
PyPI	jeepney	`0.9.0`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	joblib	`1.5.3`	indirect
PyPI	jsonlines	`4.0.0`	indirect
PyPI	jsonpatch	`1.33`	indirect
PyPI	jsonpointer	`3.1.1`	indirect
PyPI	jsonref	`1.1.0`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	jupyter-client	`8.9.1`	indirect
PyPI	jupyter-core	`5.9.1`	indirect
PyPI	jupyterlab-pygments	`0.3.0`	indirect
PyPI	jupyterlab-widgets	`3.0.16`	indirect
PyPI	jupytext	`1.19.4`	indirect
PyPI	keyring	`25.7.0`	indirect
PyPI	kiwisolver	`1.5.0`	indirect
PyPI	langchain-core	`1.4.8`	indirect
PyPI	langchain-huggingface	`1.2.2`	indirect
PyPI	langchain-milvus	`0.3.3`	indirect
PyPI	langchain-protocol	`0.0.18`	indirect
PyPI	langchain-text-splitters	`1.1.2`	indirect
PyPI	langsmith	`0.9.8`	indirect
PyPI	latex2mathml	`3.81.0`	indirect
PyPI	lazy-loader	`0.5`	indirect
PyPI	librosa	`0.11.0`	indirect
PyPI	llguidance	`1.7.6`	indirect
PyPI	llvmlite	`0.48.0`	indirect
PyPI	lxml	`5.1.0`	indirect
PyPI	lxml	`6.1.1`	indirect
PyPI	mail-parser	`4.4.0`	indirect
PyPI	markdown	`3.10.2`	indirect
PyPI	markdown-it-py	`4.2.0`	indirect
PyPI	marko	`2.2.3`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matplotlib	`3.10.9`	indirect
PyPI	matplotlib	`3.11.0`	indirect
PyPI	matplotlib-inline	`0.2.2`	indirect
PyPI	mdit-py-plugins	`0.6.1`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mergedeep	`1.3.4`	indirect
PyPI	miniaudio	`1.71`	indirect
PyPI	mistune	`3.3.2`	indirect
PyPI	mkdocs	`1.6.1`	indirect
PyPI	mkdocs-autorefs	`1.4.4`	indirect
PyPI	mkdocs-get-deps	`0.2.2`	indirect
PyPI	mkdocs-redirects	`1.2.3`	indirect
PyPI	mkdocstrings	`0.30.1`	indirect
PyPI	mkdocstrings-python	`2.0.5`	indirect
PyPI	ml-dtypes	`0.5.4`	indirect
PyPI	mlx	`0.32.0`	indirect
PyPI	mlx-audio	`0.4.4`	indirect
PyPI	mlx-lm	`0.31.3`	indirect
PyPI	mlx-metal	`0.32.0`	indirect
PyPI	mlx-vlm	`0.6.4`	indirect
PyPI	mlx-whisper	`0.4.3`	indirect
PyPI	modelscope	`1.38.1`	indirect
PyPI	modelscope-hub	`0.1.7`	indirect
PyPI	more-itertools	`11.1.0`	indirect
PyPI	mpire	`2.10.2`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	msgpack	`1.2.1`	indirect
PyPI	multidict	`6.7.1`	indirect
PyPI	multiprocess	`0.70.16`	indirect
PyPI	narwhals	`2.24.0`	indirect
PyPI	nbclient	`0.11.0`	indirect
PyPI	nbconvert	`7.17.1`	indirect
PyPI	nbformat	`5.10.4`	indirect
PyPI	nbqa	`1.9.1`	indirect
PyPI	nemotron-ocr	`2.0.0`	indirect
PyPI	nest-asyncio	`1.6.0`	indirect
PyPI	networkx	`3.4.2`	indirect
PyPI	networkx	`3.6.1`	indirect
PyPI	nh3	`0.3.6`	indirect
PyPI	ninja	`1.13.0`	indirect
PyPI	numba	`0.66.0`	indirect
PyPI	numpy	`2.2.6`	indirect
PyPI	numpy	`2.4.6`	indirect
PyPI	nvidia-cublas	`13.1.0.3`	indirect
PyPI	nvidia-cuda-cupti	`13.0.85`	indirect
PyPI	nvidia-cuda-nvrtc	`13.0.88`	indirect
PyPI	nvidia-cuda-runtime	`13.0.96`	indirect
PyPI	nvidia-cudnn-cu13	`9.19.0.56`	indirect
PyPI	nvidia-cudnn-cu13	`9.20.0.48`	indirect
PyPI	nvidia-cufft	`12.0.0.61`	indirect
PyPI	nvidia-cufile	`1.15.1.6`	indirect
PyPI	nvidia-curand	`10.4.0.35`	indirect
PyPI	nvidia-cusolver	`12.0.4.66`	indirect
PyPI	nvidia-cusparse	`12.6.3.3`	indirect
PyPI	nvidia-cusparselt-cu13	`0.8.0`	indirect
PyPI	nvidia-cusparselt-cu13	`0.8.1`	indirect
PyPI	nvidia-nccl-cu13	`2.28.9`	indirect
PyPI	nvidia-nccl-cu13	`2.29.7`	indirect
PyPI	nvidia-nvjitlink	`13.0.88`	indirect
PyPI	nvidia-nvshmem-cu13	`3.4.5`	indirect
PyPI	nvidia-nvtx	`13.0.85`	indirect
PyPI	ocrmac	`1.0.1`	indirect
PyPI	odfdo	`3.22.10`	indirect
PyPI	omegaconf	`2.3.1`	indirect
PyPI	onnxruntime	`1.23.2`	indirect
PyPI	onnxruntime-gpu	`1.23.2`	indirect
PyPI	openai-whisper	`20250625`	indirect
PyPI	opencv-python	`5.0.0.93`	indirect
PyPI	opencv-python-headless	`5.0.0.93`	indirect
PyPI	openpyxl	`3.1.5`	indirect
PyPI	orjson	`3.11.9`	indirect
PyPI	packaging	`26.2`	indirect
PyPI	pandas	`2.3.3`	indirect
PyPI	pandas	`3.0.3`	indirect
PyPI	pandas-stubs	`2.3.3.260113`	indirect
PyPI	pandocfilters	`1.5.1`	indirect
PyPI	parso	`0.8.7`	indirect
PyPI	pathspec	`1.1.1`	indirect
PyPI	peft	`0.19.1`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pillow	`12.3.0`	indirect
PyPI	pkginfo	`1.12.1.2`	indirect
PyPI	platformdirs	`4.10.0`	indirect
PyPI	playwright	`1.61.0`	indirect
PyPI	polyfactory	`3.3.0`	indirect
PyPI	pooch	`1.9.0`	indirect
PyPI	prek	`0.4.8`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	propcache	`0.5.2`	indirect
PyPI	properdocs	`1.6.7`	indirect
PyPI	protobuf	`6.33.6`	indirect
PyPI	psutil	`7.2.2`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	pyarrow	`24.0.0`	indirect
PyPI	pyclipper	`1.4.0`	indirect
PyPI	pycodestyle	`2.14.0`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pydantic-core	`2.46.4`	indirect
PyPI	pydot	`4.0.1`	indirect
PyPI	pyee	`13.0.1`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pylatexenc	`2.10`	indirect
PyPI	pymdown-extensions	`10.21.3`	indirect
PyPI	pymilvus	`2.6.16`	indirect
PyPI	pyobjc-core	`12.2.1`	indirect
PyPI	pyobjc-framework-cocoa	`12.2.1`	indirect
PyPI	pyobjc-framework-coreml	`12.2.1`	indirect
PyPI	pyobjc-framework-quartz	`12.2.1`	indirect
PyPI	pyobjc-framework-vision	`12.2.1`	indirect
PyPI	pyparsing	`3.3.2`	indirect
PyPI	pypdfium2	`5.11.0`	indirect
PyPI	pyreadline3	`3.5.6`	indirect
PyPI	pytest	`9.0.3`	indirect
PyPI	pytest-cov	`7.1.0`	indirect
PyPI	pytest-dependency	`0.6.1`	indirect
PyPI	pytest-durations	`1.6.3`	indirect
PyPI	pytest-xdist	`3.8.0`	indirect
PyPI	python-bidi	`0.6.11`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-docx	`1.2.0`	indirect
PyPI	python-dotenv	`1.2.2`	indirect
PyPI	python-gitlab	`3.15.0`	indirect
PyPI	python-multipart	`0.0.32`	indirect
PyPI	python-pptx	`1.0.2`	indirect
PyPI	python-rapidjson	`1.23`	indirect
PyPI	python-semantic-release	`7.34.6`	indirect
PyPI	pytz	`2026.2`	indirect
PyPI	pywin32	`312`	indirect
PyPI	pywin32-ctypes	`0.2.3`	indirect
PyPI	pyyaml	`6.0.3`	indirect
PyPI	pyyaml-env-tag	`1.1`	indirect
PyPI	pyzmq	`27.1.0`	indirect
PyPI	qwen-vl-utils	`0.0.14`	indirect
PyPI	rapidocr	`3.9.1`	indirect
PyPI	readme-renderer	`45.0`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	regex	`2026.6.28`	indirect
PyPI	requests-toolbelt	`1.0.0`	indirect
PyPI	resemblyzer	`0.1.4`	indirect
PyPI	rfc3986	`2.0.0`	indirect
PyPI	rich	`15.0.0`	indirect
PyPI	rpds-py	`0.30.0`	indirect
PyPI	rpds-py	`2026.6.3`	indirect
PyPI	rtree	`1.4.1`	indirect
PyPI	ruff	`0.15.12`	indirect
PyPI	safetensors	`0.8.0`	indirect
PyPI	scikit-image	`0.25.2`	indirect
PyPI	scikit-image	`0.26.0`	indirect
PyPI	scikit-learn	`1.7.2`	indirect
PyPI	scikit-learn	`1.9.0`	indirect
PyPI	scipy	`1.15.3`	indirect
PyPI	scipy	`1.17.1`	indirect
PyPI	scipy	`1.18.0`	indirect
PyPI	secretstorage	`3.5.0`	indirect
PyPI	semchunk	`3.2.5`	indirect
PyPI	semver	`2.13.0`	indirect
PyPI	sentencepiece	`0.2.1`	indirect
PyPI	setuptools	`81.0.0`	indirect
PyPI	shapely	`2.1.2`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	smmap	`5.0.3`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	sounddevice	`0.5.5`	indirect
PyPI	soundfile	`0.14.0`	indirect
PyPI	soupsieve	`2.8.4`	indirect
PyPI	soxr	`1.1.0`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	standard-aifc	`3.13.0`	indirect
PyPI	standard-chunk	`3.13.0`	indirect
PyPI	standard-sunau	`3.13.0`	indirect
PyPI	starlette	`1.3.1`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	tabulate	`0.10.0`	indirect
PyPI	tach	`0.35.0`	indirect
PyPI	tenacity	`9.1.4`	indirect
PyPI	tesserocr	`2.10.0`	indirect
PyPI	threadpoolctl	`3.6.0`	indirect
PyPI	tifffile	`2025.5.10`	indirect
PyPI	tifffile	`2026.3.3`	indirect
PyPI	tifffile	`2026.6.1`	indirect
PyPI	tiktoken	`0.13.0`	indirect
PyPI	tinycss2	`1.5.1`	indirect
PyPI	tokenize-rt	`6.2.0`	indirect
PyPI	tokenizers	`0.22.2`	indirect
PyPI	tomli	`2.4.1`	indirect
PyPI	tomli-w	`1.2.0`	indirect
PyPI	tomlkit	`0.15.0`	indirect
PyPI	torch	`2.11.0`	indirect
PyPI	torch	`2.12.1`	indirect
PyPI	torchvision	`0.26.0`	indirect
PyPI	torchvision	`0.27.1`	indirect
PyPI	tornado	`6.5.7`	indirect
PyPI	traitlets	`5.15.1`	indirect
PyPI	transformers	`5.8.1`	indirect
PyPI	tree-sitter	`0.26.0`	indirect
PyPI	tree-sitter-c	`0.24.2`	indirect
PyPI	tree-sitter-javascript	`0.25.0`	indirect
PyPI	tree-sitter-python	`0.25.0`	indirect
PyPI	tree-sitter-typescript	`0.23.2`	indirect
PyPI	triton	`3.6.0`	indirect
PyPI	triton	`3.7.1`	indirect
PyPI	tritonclient	`2.70.0`	indirect
PyPI	truststore	`0.10.4`	indirect
PyPI	twine	`3.8.0`	indirect
PyPI	ty	`0.0.33`	indirect
PyPI	typer	`0.24.2`	indirect
PyPI	types-awscrt	`0.34.1`	indirect
PyPI	types-defusedxml	`0.7.0.20260504`	indirect
PyPI	types-openpyxl	`3.1.5.20260518`	indirect
PyPI	types-pytz	`2026.2.0.20260518`	indirect
PyPI	types-requests	`2.33.0.20260518`	indirect
PyPI	types-s3transfer	`0.16.0`	indirect
PyPI	types-setuptools	`70.3.0.20240710`	indirect
PyPI	types-tqdm	`4.68.0.20260608`	indirect
PyPI	types-urllib3	`1.26.25.14`	indirect
PyPI	typing	`3.10.0.0`	indirect
PyPI	typing-extensions	`4.16.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2026.2`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	uuid-utils	`0.16.2`	indirect
PyPI	uvicorn	`0.50.2`	indirect
PyPI	watchdog	`6.0.0`	indirect
PyPI	wcwidth	`0.8.2`	indirect
PyPI	webencodings	`0.5.1`	indirect
PyPI	webrtcvad	`2.0.10`	indirect
PyPI	websockets	`16.0`	indirect
PyPI	wheel	`0.47.0`	indirect
PyPI	whisper-s2t-reborn	`1.6.3`	indirect
PyPI	widgetsnbextension	`4.0.15`	indirect
PyPI	xlsxwriter	`3.2.9`	indirect
PyPI	xxhash	`3.8.1`	indirect
PyPI	yarl	`1.24.2`	indirect
PyPI	zensical	`0.0.47`	indirect
PyPI	zipp	`4.1.0`	indirect
PyPI	zstandard	`0.25.0`	indirect

Dependency advisories 8

This repository publishes no package the index resolves, so its own dependency graph was assessed — 383 packages, which also include development and test pins that never ship: 8 carry known advisories, of which 0 are direct. 1 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

Package	Version	Relation	Severity	Advisories	Fixed in
gitpython	`3.1.50`	indirect	high	12	`3.1.57`
lxml	`5.1.0`	indirect	high	2	`6.1.0`
aiohttp	`3.14.1`	indirect	moderate	6	`3.14.3`
cryptography	`49.0.0`	indirect	moderate	2	`50.0.0`
pymdown-extensions	`10.21.3`	indirect	moderate	2	`11.0.0`
setuptools	`81.0.0`	indirect	moderate	2	`83.0.0`
torch	`2.11.0`	indirect	moderate	1	`2.13.0`
torch	`2.12.1`	indirect	moderate	1	`2.13.0`

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.31.0 — full methodology · metrics wiki.

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