Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-16 22:27 UTC

Unstructured-IO / unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

HTMLApache-2.0★ 15,438 stars⑂ 1,327 forkssince Sep 2022View on GitHub ↗

KindCommand-line toolLibraryhow this is determined

Unstructured-IO/unstructured holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Vitality (96/100) and lowest on AI Readiness (72/100). It was last updated 1 day ago. 7 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

UnstructuredOrganization

1,516 followers46 public repossince Jun 2022

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	unstructured	0.27.6	3,491,245	233	2 days ago	cv html nlp pdf xml parsing preprocessing

Metrics by category

Vitality

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

96Exceptional · 21% of overall

Development activity

94Exceptional

How it's scored

36/36	Push recency — last push 1 days ago
29.8/36	Commit cadence — 43/52 weeks with commits
18/18	Commit volume — 156 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 28 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	156
human_commit_share	0.96
days_since_last_push	1
active_weeks_last_year	43

Release discipline

100Exceptional

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 2 days ago
27/27	Release cadence — a release every ~10.7 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	100
latest_release_tag	0.27.6
releases_from_tags	no
days_since_latest_release	2
mean_days_between_releases	10.7

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?

93Exceptional · 17% of overall

Popularity & adoption

96Exceptional

How it's scored

60/60	Stars — 15,438 stars
25/25	Forks — 1,327 forks
10.5/15	Watchers — 78 watchers

Inputs used

forks	1,327
stars	15,438
watchers	78
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

85Excellent

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (Apache-2.0)
18/18	CONTRIBUTING guide
13.5/13.5	Code of conduct
0/7.2	Issue template
0/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	9
has_contributing	yes
has_issue_template	no
has_code_of_conduct	yes
readme_badge_services	badgen.net, shields.io
has_pull_request_template	no

Ecosystem adoption (downloads)

100Exceptional

How it's scored

80/80	Monthly downloads — 3,491,245 downloads/month across pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	unstructured
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	3,491,245
unverified_packages_excluded	—

Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

87Excellent · 23% of overall

Maintainer resilience (bus factor)

94Exceptional

How it's scored

51.3/54	Bus factor — 7 contributor(s) cover half of all commits
19.1/22.5	Commit distribution — top contributor authored 15% of commits
13.5/13.5	Contributor breadth — 97 contributors
10/10	OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations

Inputs used

bus_factor	7
contributors_sampled	97
top_contributor_share	0.151

Issue & PR responsiveness

81Excellent

How it's scored

35.9/42	Issue resolution — 86% of issues closed
23.3/30	PR acceptance — 2,308/2,970 decided PRs merged
7.2/13	Newcomer PR acceptance — 5/9 first-time contributors' PRs merged in 30d
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed

Inputs used

merged_prs	2,308
open_issues	183
closed_issues	1,077
prs_merged_7d	6
prs_decided_7d	7
prs_merged_30d	15
prs_decided_30d	20
issue_closed_ratio	0.855
closed_unmerged_prs	662
first_time_authors_30d	7
first_time_prs_merged_30d	5
first_time_prs_decided_30d	9

Ownership & stewardship

74Good

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
22.9/25	Owner reach — 1,516 followers of Unstructured-IO
20.6/25	Track record — 46 public repos, account ~4 yr old

Inputs used

followers	1,516
owner_type	Organization
is_verified	no
owner_login	Unstructured-IO
public_repos	46
account_age_days	1,541

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 2 days ago
20/20	Version history — 233 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	unstructured
ecosystems	pypi
any_deprecated	no
min_days_since_publish	2

Engineering Quality

Are baseline engineering and documentation practices in place?

85Excellent · 19% of overall

Engineering practices

92Excellent

How it's scored

24/24	CI workflows — 9 workflow(s)
24/24	Tests present
16/16	Linter config — pyproject.toml ([tool.ruff])
9.6/9.6	Pre-commit hooks
0/6.4	.editorconfig
18/20	OpenSSF Scorecard: CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	yes

Documentation

75Good

How it's scored

30/30	README
0/25	Documentation directory
15/15	Documentation / homepage site — https://www.unstructured.io/
10/10	Repository description
10/10	Topics — 20 topics
10/10	Wiki

Inputs used

topics	deep-learning, document-parsing, machine-learning, nlp, ocr, information-retrieval, data-pipelines, ml, preprocessing, pdf-to-text, natural-language-processing, pdf, pdf-to-json, document-image-analysis, donut, document-image-processing, document-parser, docx, langchain, llm
has_wiki	yes
homepage	https://www.unstructured.io/
docs_site	https://www.unstructured.io/
has_readme	yes
has_docs_dir	no
has_description	yes

Security

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

73Good · 16% of overall

Security posture

66Good

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
2.2/2.5	CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5	Code-Review — all changesets reviewed
2.5/2.5	Contributors — project has 8 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 28 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5	SAST — SAST tool detected but not run on all commits
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 — 94 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	6.6

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
25/25	Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	0
affected_packages	0
assessed_packages	70
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0

Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:unstructured@0.27.6 runtime dependency closure — what installing the published package pulls in — 70 packages. 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.

72Good · 4% of overall

Agent context & guidance

55Moderate

How it's scored

0/45	Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
15/15	Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.unstructured.io/llms.txt)
40/40	Legible commit history — 96 of 96 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	yes
llms_txt_url	https://docs.unstructured.io/llms.txt
legible_history_share	1
agent_instruction_files	—
agent_instruction_max_bytes	—

Verify loop (build / test / typecheck)

82Excellent

How it's scored

18/18	One-command bootstrap — Makefile
22/22	Automated tests
11/11	Lint / format config — pyproject.toml ([tool.ruff])
11/11	Static type checking — unstructured/py.typed
10/10	Reproducible environment — Dockerfile, lockfile
10/10	Demonstrated agent practice — 26 of the last 100 commits agent-authored or agent-credited
0/8	Automated maintenance — no automated dependency updates observed
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

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	unstructured/py.typed
agent_commit_share	0.26
toolchain_manifests	—
dependency_bot_commit_share	0

Code legibility for models

81Excellent

How it's scored

27/45	Type-checkable code — HTML with type-check config (unstructured/py.typed)
54.1/55	Manageable file sizes — 5/296 source files over 60KB

Inputs used

primary_language	HTML
largest_source_bytes	182,935
source_files_sampled	296
oversized_source_files	5

Key facts

15,438GitHub stars

97contributors

156commits, last 12 months

1days since last push

100releases

7bus factor

183open 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 13 authors (cap 12)

More detail

Star and fork history 0 ★ / 1,327 ⇿

0Stars

1,327Forks

99Releases

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 7Patch 90

Each point covers 3 days.

OpenSSF Scorecard 6.6 / 10

6.6aggregate

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 · 2026-09-16 22:26 UTC

10	Binary-Artifacts	no binaries found in the repo
4	Branch-Protection	branch protection is not maximal on development and all release branches
9	CI-Tests	29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
10	Code-Review	all changesets reviewed
10	Contributors	project has 8 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	28 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
9	SAST	SAST tool detected but not run on all commits
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	94 existing vulnerabilities detected

Direct dependencies 24

Registry	Package	Version constraint	Manifest
PyPI	beautifulsoup4	`>=4.14.3, <5.0.0`	pyproject.toml
PyPI	charset-normalizer	`>=3.4.4, <4.0.0`	pyproject.toml
PyPI	emoji	`>=2.15.0, <3.0.0`	pyproject.toml
PyPI	filetype	`>=1.2.0, <2.0.0`	pyproject.toml
PyPI	html5lib	`>=1.1, <2.0.0`	pyproject.toml
PyPI	langdetect	`>=1.0.9, <2.0.0`	pyproject.toml
PyPI	lxml	`>=5.0.0, <7.0.0`	pyproject.toml
PyPI	nh3	`>=0.3.0, <1.0.0`	pyproject.toml
PyPI	spacy	`>=3.7.0, <4.0.0`	pyproject.toml
PyPI	installer	`>=0.7.0, <1.0.0`	pyproject.toml
PyPI	numba	`>=0.60.0, <1.0.0`	pyproject.toml
PyPI	numpy	`>=1.26.0, <3.0.0`	pyproject.toml
PyPI	psutil	`>=7.2.2, <8.0.0`	pyproject.toml
PyPI	python-iso639	`>=2026.1.31, <2027.0.0`	pyproject.toml
PyPI	python-magic	`>=0.4.27, <1.0.0`	pyproject.toml
PyPI	python-oxmsg	`>=0.0.2, <1.0.0`	pyproject.toml
PyPI	rapidfuzz	`>=3.14.3, <4.0.0`	pyproject.toml
PyPI	regex	`>=2024.0.0, <2027.0.0`	pyproject.toml
PyPI	requests	`>=2.32.5, <3.0.0`	pyproject.toml
PyPI	tqdm	`>=4.67.3, <5.0.0`	pyproject.toml
PyPI	typing-extensions	`>=4.15.0, <5.0.0`	pyproject.toml
PyPI	unstructured-client	`>=0.25.9, <1.0.0`	pyproject.toml
PyPI	wrapt	`>=2.1.1, <3.0.0`	pyproject.toml
PyPI	filelock	`>=3.12.0,<4.0.0`	pyproject.toml

All dependencies 587

Full resolved dependency set from the GitHub dependency graph: 39 direct and 548 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	beautifulsoup4	`4.12.2`	direct
PyPI	beautifulsoup4	`4.14.3`	direct
PyPI	charset-normalizer	`3.3.2`	direct
PyPI	charset-normalizer	`3.4.7`	direct
PyPI	emoji	`2.15.0`	direct
PyPI	emoji	`2.9.0`	direct
PyPI	filelock	`3.13.1`	direct
PyPI	filelock	`3.25.2`	direct
PyPI	filetype	`1.2.0`	direct
PyPI	html5lib	`1.1`	direct
PyPI	installer	`0.7.0`	direct
PyPI	langdetect	`1.0.9`	direct
PyPI	lxml	`5.1.0`	direct
PyPI	lxml	`6.0.3`	direct
PyPI	nh3	`0.3.4`	direct
PyPI	numba	`0.65.0`	direct
PyPI	numpy	`1.23.5`	direct
PyPI	numpy	`2.4.4`	direct
PyPI	psutil	`5.9.7`	direct
PyPI	psutil	`7.2.2`	direct
PyPI	python-iso639	`2024.1.2`	direct
PyPI	python-iso639	`2026.1.31`	direct
PyPI	python-magic	`0.4.27`	direct
PyPI	python-oxmsg	`0.0.2`	direct
PyPI	rapidfuzz	`3.14.5`	direct
PyPI	rapidfuzz	`3.6.1`	direct
PyPI	regex	`2023.12.25`	direct
PyPI	regex	`2026.4.4`	direct
PyPI	requests	`2.31.0`	direct
PyPI	requests	`2.33.1`	direct
PyPI	spacy	`3.8.14`	direct
PyPI	tqdm	`4.66.1`	direct
PyPI	tqdm	`4.67.3`	direct
PyPI	typing-extensions	`4.15.0`	direct
PyPI	typing-extensions	`4.9.0`	direct
PyPI	unstructured-client	`0.15.2`	direct
PyPI	unstructured-client	`0.43.2`	direct
PyPI	wrapt	`1.14.1`	direct
PyPI	wrapt	`2.1.2`	direct
PyPI	accelerate	`1.13.0`	indirect
PyPI	adlfs	`2026.2.0`	indirect
PyPI	aioboto3	`7.0.0`	indirect
PyPI	aiobotocore	`3.4.0`	indirect
PyPI	aiodns	`4.0.0`	indirect
PyPI	aiofiles	`22.1.0`	indirect
PyPI	aiofiles	`25.1.0`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohttp	`3.13.5`	indirect
PyPI	aiohttp	`3.9.1`	indirect
PyPI	aioitertools	`0.13.0`	indirect
PyPI	aiolimiter	`1.2.1`	indirect
PyPI	aiosignal	`1.3.1`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	aiosqlite	`0.19.0`	indirect
PyPI	albucore	`0.0.24`	indirect
PyPI	albumentations	`2.0.8`	indirect
PyPI	alembic	`1.9.4`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	anyio	`4.13.0`	indirect
PyPI	anyio	`4.2.0`	indirect
PyPI	appnope	`0.1.3`	indirect
PyPI	argilla	`1.21.0`	indirect
PyPI	argon2-cffi	`23.1.0`	indirect
PyPI	argon2-cffi-bindings	`21.2.0`	indirect
PyPI	arro3-core	`0.8.0`	indirect
PyPI	arrow	`1.3.0`	indirect
PyPI	astrapy	`2.2.1`	indirect
PyPI	asttokens	`2.4.1`	indirect
PyPI	asttokens	`3.0.1`	indirect
PyPI	async-lru	`2.0.4`	indirect
PyPI	async-timeout	`4.0.3`	indirect
PyPI	atlassian-python-api	`4.0.7`	indirect
PyPI	attrs	`23.2.0`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	audioop-lts	`0.2.2`	indirect
PyPI	authlib	`1.6.9`	indirect
PyPI	azure-common	`1.1.28`	indirect
PyPI	azure-core	`1.39.0`	indirect
PyPI	azure-datalake-store	`0.0.53`	indirect
PyPI	azure-identity	`1.25.3`	indirect
PyPI	azure-search-documents	`11.6.0`	indirect
PyPI	azure-storage-blob	`12.28.0`	indirect
PyPI	babel	`2.14.0`	indirect
PyPI	backoff	`1.11.1`	indirect
PyPI	backoff	`2.2.1`	indirect
PyPI	backports-tarfile	`1.2.0`	indirect
PyPI	bcrypt	`4.1.2`	indirect
PyPI	bcrypt	`5.0.0`	indirect
PyPI	bleach	`6.1.0`	indirect
PyPI	blis	`1.3.3`	indirect
PyPI	boto3	`1.42.84`	indirect
PyPI	botocore	`1.42.84`	indirect
PyPI	boxfs	`0.3.0`	indirect
PyPI	boxsdk	`3.14.0`	indirect
PyPI	brotli	`1.1.0`	indirect
PyPI	brotli-asgi	`1.2.0`	indirect
PyPI	build	`1.4.2`	indirect
PyPI	cachetools	`7.0.5`	indirect
PyPI	catalogue	`2.0.10`	indirect
PyPI	certifi	`2023.11.17`	indirect
PyPI	certifi	`2026.2.25`	indirect
PyPI	cffi	`1.16.0`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	cfgv	`3.5.0`	indirect
PyPI	chardet	`5.2.0`	indirect
PyPI	chromadb	`1.5.7`	indirect
PyPI	click	`8.1.7`	indirect
PyPI	click	`8.3.2`	indirect
PyPI	cloudpathlib	`0.23.0`	indirect
PyPI	cohere	`6.0.0`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	comm	`0.2.1`	indirect
PyPI	confection	`1.3.3`	indirect
PyPI	confluent-kafka	`2.14.0`	indirect
PyPI	contourpy	`1.3.3`	indirect
PyPI	couchbase	`4.6.0`	indirect
PyPI	coverage	`7.13.5`	indirect
PyPI	cryptography	`41.0.2`	indirect
PyPI	cryptography	`46.0.7`	indirect
PyPI	cuda-bindings	`12.9.4`	indirect
PyPI	cuda-pathfinder	`1.5.2`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	cymem	`2.0.13`	indirect
PyPI	cython	`3.2.4`	indirect
PyPI	databricks-sdk	`0.102.0`	indirect
PyPI	dataclasses-json	`0.6.3`	indirect
PyPI	datasets	`2.16.1`	indirect
PyPI	debugpy	`1.8.0`	indirect
PyPI	decorator	`5.1.1`	indirect
PyPI	decorator	`5.2.1`	indirect
PyPI	defusedxml	`0.7.1`	indirect
PyPI	deltalake	`1.2.1`	indirect
PyPI	deprecated	`1.2.14`	indirect
PyPI	deprecated	`1.3.1`	indirect
PyPI	deprecation	`2.1.0`	indirect
PyPI	dill	`0.3.7`	indirect
PyPI	dill	`0.4.1`	indirect
PyPI	discord-py	`2.7.1`	indirect
PyPI	distlib	`0.4.0`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	dnspython	`2.8.0`	indirect
PyPI	docstring-parser	`0.17.0`	indirect
PyPI	docutils	`0.22.4`	indirect
PyPI	dropbox	`12.0.2`	indirect
PyPI	dropboxdrivefs	`1.4.1`	indirect
PyPI	durationpy	`0.10`	indirect
PyPI	ecdsa	`0.18.0`	indirect
PyPI	elastic-transport	`8.11.0`	indirect
PyPI	elastic-transport	`8.17.1`	indirect
PyPI	elasticsearch	`8.19.3`	indirect
PyPI	elasticsearch8	`8.7.0`	indirect
PyPI	et-xmlfile	`2.0.0`	indirect
PyPI	events	`0.5`	indirect
PyPI	exceptiongroup	`1.2.0`	indirect
PyPI	execnet	`2.1.2`	indirect
PyPI	executing	`2.0.1`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	fastapi	`0.108.0`	indirect
PyPI	fastavro	`1.12.1`	indirect
PyPI	fastjsonschema	`2.19.1`	indirect
PyPI	ffmpeg-python	`0.2.0`	indirect
PyPI	fire	`0.7.1`	indirect
PyPI	flameprof	`—`	indirect
PyPI	flatbuffers	`25.12.19`	indirect
PyPI	fonttools	`4.62.1`	indirect
PyPI	fqdn	`1.5.1`	indirect
PyPI	freezegun	`1.5.5`	indirect
PyPI	frozenlist	`1.4.1`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	fsspec	`2023.10.0`	indirect
PyPI	fsspec	`2026.3.0`	indirect
PyPI	future	`1.0.0`	indirect
PyPI	gcsfs	`2026.3.0`	indirect
PyPI	google-api-core	`2.30.2`	indirect
PyPI	google-api-python-client	`2.194.0`	indirect
PyPI	google-auth	`2.49.1`	indirect
PyPI	google-auth-httplib2	`0.3.1`	indirect
PyPI	google-auth-oauthlib	`1.3.1`	indirect
PyPI	google-cloud-aiplatform	`1.147.0`	indirect
PyPI	google-cloud-bigquery	`3.41.0`	indirect
PyPI	google-cloud-core	`2.5.1`	indirect
PyPI	google-cloud-resource-manager	`1.17.0`	indirect
PyPI	google-cloud-storage	`3.10.1`	indirect
PyPI	google-cloud-storage-control	`1.11.0`	indirect
PyPI	google-cloud-vision	`3.13.0`	indirect
PyPI	google-crc32c	`1.8.0`	indirect
PyPI	google-genai	`1.71.0`	indirect
PyPI	google-resumable-media	`2.8.2`	indirect
PyPI	googleapis-common-protos	`1.74.0`	indirect
PyPI	greenlet	`3.0.3`	indirect
PyPI	greenlet	`3.4.0`	indirect
PyPI	grpc-google-iam-v1	`0.14.4`	indirect
PyPI	grpcio	`1.78.0`	indirect
PyPI	grpcio-status	`1.78.0`	indirect
PyPI	h11	`0.14.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	h2	`4.3.0`	indirect
PyPI	hf-xet	`1.4.3`	indirect
PyPI	hpack	`4.1.0`	indirect
PyPI	htmlbuilder	`1.0.0`	indirect
PyPI	httpcore	`0.18.0`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httplib2	`0.31.2`	indirect
PyPI	httptools	`0.6.1`	indirect
PyPI	httptools	`0.7.1`	indirect
PyPI	httpx	`0.25.0`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	hubspot-api-client	`12.0.0`	indirect
PyPI	huggingface-hub	`0.20.2`	indirect
PyPI	huggingface-hub	`1.10.1`	indirect
PyPI	hyperframe	`6.1.0`	indirect
PyPI	id	`1.6.1`	indirect
PyPI	identify	`2.6.18`	indirect
PyPI	idna	`3.11`	indirect
PyPI	idna	`3.6`	indirect
PyPI	imageio	`2.37.3`	indirect
PyPI	importlib-metadata	`8.7.1`	indirect
PyPI	importlib-resources	`6.5.2`	indirect
PyPI	inflection	`0.5.1`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	invoke	`3.0.3`	indirect
PyPI	ipykernel	`6.28.0`	indirect
PyPI	ipython	`8.20.0`	indirect
PyPI	ipython	`9.10.1`	indirect
PyPI	ipython	`9.12.0`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	ipywidgets	`8.1.1`	indirect
PyPI	isodate	`0.7.2`	indirect
PyPI	isoduration	`20.11.0`	indirect
PyPI	jaraco-classes	`3.4.0`	indirect
PyPI	jaraco-context	`6.1.2`	indirect
PyPI	jaraco-functools	`4.4.0`	indirect
PyPI	jedi	`0.19.1`	indirect
PyPI	jedi	`0.19.2`	indirect
PyPI	jeepney	`0.9.0`	indirect
PyPI	jinja2	`3.1.2`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jiter	`0.13.0`	indirect
PyPI	jmespath	`1.1.0`	indirect
PyPI	joblib	`1.3.2`	indirect
PyPI	joblib	`1.5.3`	indirect
PyPI	json5	`0.9.14`	indirect
PyPI	jsonpatch	`1.33`	indirect
PyPI	jsonpath-python	`1.0.6`	indirect
PyPI	jsonpointer	`2.4`	indirect
PyPI	jsonpointer	`3.1.1`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2023.12.1`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	jupyter	`1.0.0`	indirect
PyPI	jupyter-client	`8.6.0`	indirect
PyPI	jupyter-console	`6.6.3`	indirect
PyPI	jupyter-core	`5.7.1`	indirect
PyPI	jupyter-events	`0.9.0`	indirect
PyPI	jupyter-lsp	`2.2.1`	indirect
PyPI	jupyter-server	`2.12.2`	indirect
PyPI	jupyter-server-terminals	`0.5.1`	indirect
PyPI	jupyterlab	`4.0.10`	indirect
PyPI	jupyterlab-pygments	`0.3.0`	indirect
PyPI	jupyterlab-server	`2.25.2`	indirect
PyPI	jupyterlab-widgets	`3.0.9`	indirect
PyPI	kdbai-client	`1.9.0`	indirect
PyPI	keyring	`25.7.0`	indirect
PyPI	kiwisolver	`1.5.0`	indirect
PyPI	kubernetes	`35.0.0`	indirect
PyPI	langchain-core	`1.2.28`	indirect
PyPI	langchain-text-splitters	`1.1.1`	indirect
PyPI	langsmith	`0.7.29`	indirect
PyPI	lazy-loader	`0.5`	indirect
PyPI	librt	`0.9.0`	indirect
PyPI	llvmlite	`0.47.0`	indirect
PyPI	mako	`1.3.0`	indirect
PyPI	markdown	`3.10.2`	indirect
PyPI	markdown-it-py	`3.0.0`	indirect
PyPI	markdown-it-py	`4.0.0`	indirect
PyPI	markupsafe	`2.1.3`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	marshmallow	`3.20.1`	indirect
PyPI	matplotlib	`3.10.8`	indirect
PyPI	matplotlib-inline	`0.1.6`	indirect
PyPI	matplotlib-inline	`0.2.1`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	memray	`—`	indirect
PyPI	mistune	`3.0.2`	indirect
PyPI	ml-dtypes	`0.5.4`	indirect
PyPI	mmh3	`5.2.1`	indirect
PyPI	monotonic	`1.6`	indirect
PyPI	more-itertools	`11.0.2`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	msal	`1.36.0`	indirect
PyPI	msal-extensions	`1.3.1`	indirect
PyPI	msoffcrypto-tool	`6.0.0`	indirect
PyPI	multidict	`6.0.4`	indirect
PyPI	multidict	`6.7.1`	indirect
PyPI	multiprocess	`0.70.15`	indirect
PyPI	murmurhash	`1.0.15`	indirect
PyPI	mypy	`1.20.0`	indirect
PyPI	mypy-extensions	`1.0.0`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	nbclient	`0.9.0`	indirect
PyPI	nbconvert	`7.14.0`	indirect
PyPI	nbformat	`5.9.2`	indirect
PyPI	nest-asyncio	`1.5.8`	indirect
PyPI	networkx	`3.2.1`	indirect
PyPI	networkx	`3.6.1`	indirect
PyPI	nltk	`3.8.1`	indirect
PyPI	nodeenv	`1.10.0`	indirect
PyPI	notebook	`7.0.6`	indirect
PyPI	notebook-shim	`0.2.3`	indirect
PyPI	notion-client	`3.0.0`	indirect
PyPI	nvidia-cublas-cu12	`12.8.4.1`	indirect
PyPI	nvidia-cuda-cupti-cu12	`12.8.90`	indirect
PyPI	nvidia-cuda-nvrtc-cu12	`12.8.93`	indirect
PyPI	nvidia-cuda-runtime-cu12	`12.8.90`	indirect
PyPI	nvidia-cudnn-cu12	`9.10.2.21`	indirect
PyPI	nvidia-cufft-cu12	`11.3.3.83`	indirect
PyPI	nvidia-cufile-cu12	`1.13.1.3`	indirect
PyPI	nvidia-curand-cu12	`10.3.9.90`	indirect
PyPI	nvidia-cusolver-cu12	`11.7.3.90`	indirect
PyPI	nvidia-cusparse-cu12	`12.5.8.93`	indirect
PyPI	nvidia-cusparselt-cu12	`0.7.1`	indirect
PyPI	nvidia-nccl-cu12	`2.27.5`	indirect
PyPI	nvidia-nvjitlink-cu12	`12.8.93`	indirect
PyPI	nvidia-nvshmem-cu12	`3.4.5`	indirect
PyPI	nvidia-nvtx-cu12	`12.8.90`	indirect
PyPI	oauthlib	`3.3.1`	indirect
PyPI	office365-rest-python-client	`2.6.2`	indirect
PyPI	olefile	`0.47`	indirect
PyPI	onnx	`1.21.0`	indirect
PyPI	onnxruntime	`1.24.4`	indirect
PyPI	onnxruntime	`1.25.0`	indirect
PyPI	openai	`2.31.0`	indirect
PyPI	openai-whisper	`20250625`	indirect
PyPI	opencv-contrib-python	`4.13.0.92`	indirect
PyPI	opencv-python	`4.13.0.92`	indirect
PyPI	opencv-python-headless	`4.13.0.92`	indirect
PyPI	openpyxl	`3.1.5`	indirect
PyPI	opensearch-py	`2.0.1`	indirect
PyPI	opensearch-py	`2.8.0`	indirect
PyPI	opentelemetry-api	`1.41.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-common	`1.41.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-grpc	`1.41.0`	indirect
PyPI	opentelemetry-proto	`1.41.0`	indirect
PyPI	opentelemetry-sdk	`1.41.0`	indirect
PyPI	opentelemetry-semantic-conventions	`0.62b0`	indirect
PyPI	opt-einsum	`3.3.0`	indirect
PyPI	orjson	`3.11.8`	indirect
PyPI	overrides	`7.4.0`	indirect
PyPI	overrides	`7.7.0`	indirect
PyPI	packaging	`23.2`	indirect
PyPI	packaging	`26.3`	indirect
PyPI	paddlepaddle	`3.3.1`	indirect
PyPI	pandas	`1.5.3`	indirect
PyPI	pandas	`2.3.3`	indirect
PyPI	pandocfilters	`1.5.0`	indirect
PyPI	paramiko	`4.0.0`	indirect
PyPI	parsimonious	`0.11.0`	indirect
PyPI	parso	`0.8.3`	indirect
PyPI	parso	`0.8.6`	indirect
PyPI	passlib	`1.7.4`	indirect
PyPI	pathspec	`1.0.4`	indirect
PyPI	pdf2image	`1.17.0`	indirect
PyPI	pdfminer-six	`20260107`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pi-heif	`1.3.0`	indirect
PyPI	pikepdf	`10.5.1`	indirect
PyPI	pillow	`12.2.0`	indirect
PyPI	pinecone	`8.1.2`	indirect
PyPI	pinecone-plugin-assistant	`3.0.3`	indirect
PyPI	pinecone-plugin-interface	`0.0.7`	indirect
PyPI	pip-licenses	`5.5.5`	indirect
PyPI	platformdirs	`4.1.0`	indirect
PyPI	platformdirs	`4.9.6`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	ply	`3.11`	indirect
PyPI	portalocker	`3.2.0`	indirect
PyPI	praw	`7.8.1`	indirect
PyPI	prawcore	`2.4.0`	indirect
PyPI	pre-commit	`4.5.1`	indirect
PyPI	preshed	`3.0.13`	indirect
PyPI	prettytable	`3.17.0`	indirect
PyPI	prometheus-client	`0.19.0`	indirect
PyPI	prompt-toolkit	`3.0.43`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	proto-plus	`1.27.2`	indirect
PyPI	protobuf	`6.33.6`	indirect
PyPI	psycopg2-binary	`2.9.11`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.2`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	py-cpuinfo	`9.0.0`	indirect
PyPI	py-spy	`—`	indirect
PyPI	pyairtable	`3.3.0`	indirect
PyPI	pyarrow	`14.0.2`	indirect
PyPI	pyarrow	`23.0.1`	indirect
PyPI	pyarrow-hotfix	`0.6`	indirect
PyPI	pyasn1	`0.5.1`	indirect
PyPI	pyasn1	`0.6.3`	indirect
PyPI	pyasn1-modules	`0.4.2`	indirect
PyPI	pybase64	`1.4.3`	indirect
PyPI	pycares	`5.0.1`	indirect
PyPI	pyclipper	`1.4.0`	indirect
PyPI	pycparser	`2.21`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pydantic	`1.10.13`	indirect
PyPI	pydantic	`2.12.5`	indirect
PyPI	pydantic-core	`2.41.5`	indirect
PyPI	pydantic-settings	`2.13.1`	indirect
PyPI	pygithub	`2.9.0`	indirect
PyPI	pygments	`2.17.2`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pyjwt	`2.12.1`	indirect
PyPI	pykx	`3.1.9`	indirect
PyPI	pymilvus	`2.6.12`	indirect
PyPI	pymongo	`4.16.0`	indirect
PyPI	pynacl	`1.6.2`	indirect
PyPI	pypandoc-binary	`1.17`	indirect
PyPI	pyparsing	`3.3.2`	indirect
PyPI	pypdf	`6.10.0`	indirect
PyPI	pypdfium2	`5.7.0`	indirect
PyPI	pypika	`0.51.1`	indirect
PyPI	pyproject-hooks	`1.2.0`	indirect
PyPI	pytest	`9.0.3`	indirect
PyPI	pytest-benchmark	`5.2.3`	indirect
PyPI	pytest-cov	`7.1.0`	indirect
PyPI	pytest-mock	`3.15.1`	indirect
PyPI	pytest-xdist	`3.8.0`	indirect
PyPI	python-dateutil	`2.8.2`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-discovery	`1.2.2`	indirect
PyPI	python-docx	`1.2.0`	indirect
PyPI	python-dotenv	`1.0.0`	indirect
PyPI	python-dotenv	`1.2.2`	indirect
PyPI	python-gitlab	`8.2.0`	indirect
PyPI	python-jose	`3.3.0`	indirect
PyPI	python-json-logger	`2.0.7`	indirect
PyPI	python-multipart	`0.0.6`	indirect
PyPI	python-pptx	`1.0.2`	indirect
PyPI	pytz	`2023.3.post1`	indirect
PyPI	pytz	`2026.1.post1`	indirect
PyPI	pywin32	`311`	indirect
PyPI	pywin32-ctypes	`0.2.3`	indirect
PyPI	pyyaml	`6.0.1`	indirect
PyPI	pyyaml	`6.0.3`	indirect
PyPI	pyzmq	`25.1.2`	indirect
PyPI	qdrant-client	`1.17.1`	indirect
PyPI	qtconsole	`5.5.1`	indirect
PyPI	qtpy	`2.4.1`	indirect
PyPI	readme-renderer	`44.0`	indirect
PyPI	referencing	`0.32.1`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	requests-file	`3.0.1`	indirect
PyPI	requests-oauthlib	`2.0.0`	indirect
PyPI	requests-toolbelt	`1.0.0`	indirect
PyPI	rfc3339-validator	`0.1.4`	indirect
PyPI	rfc3986	`2.0.0`	indirect
PyPI	rfc3986-validator	`0.1.1`	indirect
PyPI	rich	`13.7.0`	indirect
PyPI	rich	`14.3.3`	indirect
PyPI	rpds-py	`0.16.2`	indirect
PyPI	rpds-py	`0.30.0`	indirect
PyPI	rsa	`4.9`	indirect
PyPI	ruff	`0.15.10`	indirect
PyPI	s3fs	`2026.3.0`	indirect
PyPI	s3transfer	`0.16.0`	indirect
PyPI	safetensors	`0.4.1`	indirect
PyPI	safetensors	`0.7.0`	indirect
PyPI	scikit-image	`0.26.0`	indirect
PyPI	scikit-learn	`1.3.2`	indirect
PyPI	scikit-learn	`1.8.0`	indirect
PyPI	scipy	`1.11.4`	indirect
PyPI	scipy	`1.17.1`	indirect
PyPI	secretstorage	`3.5.0`	indirect
PyPI	segment-analytics-python	`2.2.0`	indirect
PyPI	send2trash	`1.8.2`	indirect
PyPI	sentence-transformers	`5.4.0`	indirect
PyPI	sentencepiece	`0.2.1`	indirect
PyPI	setuptools	`82.0.1`	indirect
PyPI	shapely	`2.1.2`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	simple-salesforce	`1.12.9`	indirect
PyPI	simsimd	`6.5.16`	indirect
PyPI	singlestoredb	`1.16.9`	indirect
PyPI	six	`1.16.0`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	slack-sdk	`3.41.0`	indirect
PyPI	smart-open	`6.4.0`	indirect
PyPI	smart-open	`7.5.1`	indirect
PyPI	snakeviz	`—`	indirect
PyPI	sniffio	`1.3.0`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	soupsieve	`2.5`	indirect
PyPI	soupsieve	`2.8.3`	indirect
PyPI	spacy-legacy	`3.0.12`	indirect
PyPI	spacy-loggers	`1.0.5`	indirect
PyPI	sqlalchemy	`2.0.25`	indirect
PyPI	sqlalchemy	`2.0.49`	indirect
PyPI	sqlparams	`6.2.0`	indirect
PyPI	srsly	`2.5.3`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	starlette	`0.32.0.post1`	indirect
PyPI	stone	`3.3.1`	indirect
PyPI	stringzilla	`4.6.0`	indirect
PyPI	sympy	`1.12`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	tabulate	`0.9.0`	indirect
PyPI	tenacity	`9.1.4`	indirect
PyPI	termcolor	`3.3.0`	indirect
PyPI	terminado	`0.18.0`	indirect
PyPI	thinc	`8.3.13`	indirect
PyPI	threadpoolctl	`3.2.0`	indirect
PyPI	threadpoolctl	`3.6.0`	indirect
PyPI	tifffile	`2026.3.3`	indirect
PyPI	tiktoken	`0.12.0`	indirect
PyPI	timm	`1.0.26`	indirect
PyPI	tinycss2	`1.2.1`	indirect
PyPI	tokenizers	`0.15.0`	indirect
PyPI	tokenizers	`0.22.2`	indirect
PyPI	toml	`0.10.2`	indirect
PyPI	tomli	`2.0.1`	indirect
PyPI	tomli	`2.4.1`	indirect
PyPI	torch	`2.1.2`	indirect
PyPI	torch	`2.10.0`	indirect
PyPI	torchvision	`0.25.0`	indirect
PyPI	tornado	`6.4`	indirect
PyPI	traitlets	`5.14.1`	indirect
PyPI	traitlets	`5.14.3`	indirect
PyPI	transformers	`4.36.2`	indirect
PyPI	transformers	`5.5.3`	indirect
PyPI	triton	`3.6.0`	indirect
PyPI	twine	`7.0.0`	indirect
PyPI	typer	`0.24.1`	indirect
PyPI	typer	`0.9.0`	indirect
PyPI	types-click	`7.1.8`	indirect
PyPI	types-markdown	`3.10.2.20260408`	indirect
PyPI	types-python-dateutil	`2.8.19.20240106`	indirect
PyPI	types-requests	`2.33.0.20260408`	indirect
PyPI	types-tabulate	`0.10.0.20260408`	indirect
PyPI	typing-inspect	`0.9.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2026.1`	indirect
PyPI	unstructured	`0.11.8`	indirect
PyPI	unstructured-inference	`1.6.12`	indirect
PyPI	unstructured-ingest	`1.4.20`	indirect
PyPI	unstructured-paddleocr	`2.10.0`	indirect
PyPI	unstructured-pytesseract	`0.3.15`	indirect
PyPI	update-checker	`0.18.0`	indirect
PyPI	uri-template	`1.3.0`	indirect
PyPI	uritemplate	`4.2.0`	indirect
PyPI	urllib3	`1.26.18`	indirect
PyPI	urllib3	`2.6.3`	indirect
PyPI	uuid-utils	`0.14.1`	indirect
PyPI	uuid6	`2025.0.1`	indirect
PyPI	uvicorn	`0.20.0`	indirect
PyPI	uvicorn	`0.44.0`	indirect
PyPI	uvloop	`0.19.0`	indirect
PyPI	uvloop	`0.22.1`	indirect
PyPI	validators	`0.35.0`	indirect
PyPI	vertexai	`1.43.0`	indirect
PyPI	virtualenv	`21.2.1`	indirect
PyPI	voyageai	`0.3.7`	indirect
PyPI	wasabi	`1.1.3`	indirect
PyPI	watchfiles	`0.21.0`	indirect
PyPI	watchfiles	`1.1.1`	indirect
PyPI	wcwidth	`0.2.13`	indirect
PyPI	wcwidth	`0.6.0`	indirect
PyPI	weasel	`1.0.0`	indirect
PyPI	weaviate-client	`4.20.4`	indirect
PyPI	webcolors	`1.13`	indirect
PyPI	webencodings	`0.5.1`	indirect
PyPI	websocket-client	`1.7.0`	indirect
PyPI	websocket-client	`1.9.0`	indirect
PyPI	websockets	`12.0`	indirect
PyPI	websockets	`15.0.1`	indirect
PyPI	widgetsnbextension	`4.0.9`	indirect
PyPI	wikipedia	`1.4.0`	indirect
PyPI	xlrd	`2.0.2`	indirect
PyPI	xlsxwriter	`3.2.9`	indirect
PyPI	xxhash	`3.4.1`	indirect
PyPI	xxhash	`3.6.0`	indirect
PyPI	yarl	`1.23.0`	indirect
PyPI	yarl	`1.9.4`	indirect
PyPI	zeep	`4.3.2`	indirect
PyPI	zipp	`3.23.0`	indirect
PyPI	zstandard	`0.25.0`	indirect

Dependency advisories 0

Installing pypi:unstructured@0.27.6 pulls in 70 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.

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