Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-12 23:56 UTC

aurelio-labs / semantic-router

Superfast AI decision making and intelligent processing of multi-modal data.

PythonMIT★ 3,800 stars⑂ 360 forkssince Oct 2023View on GitHub ↗

KindLibraryPluginNetwork servicehow this is determined

#ai #artificial-intelligence #chatbot #computer-vision #generative-ai #machine-learning #nlp

aurelio-labs/semantic-router holds a health index of 91 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (96/100) and lowest on Security (55/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

overall / 100

Excellent

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 77 is calibrated to 91 on the published index scale (record calibration 2026-08-02).

Ownership

Aurelio AI LabsOrganization

294 followers33 public repossince Aug 2020

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
PyPI	semantic-router	0.1.16	-	98	17 days ago

Metrics by category

Vitality

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

80Excellent · 21% of overall

Development activity

72Good

How it's scored

36/36	Push recency — last push 2 days ago
9/36	Commit cadence — 13/52 weeks with commits
16.5/18	Commit volume — 68 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 23 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	68
human_commit_share	1
days_since_last_push	2
active_weeks_last_year	13

Release discipline

92Excellent

How it's scored

27/27	Ships releases — 95 releases published
36/36	Release recency — latest release 17 days ago
19.8/27	Release cadence — a release every ~53.3 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	95
latest_release_tag	v0.1.16
releases_from_tags	no
days_since_latest_release	17
mean_days_between_releases	53.3

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?

80Excellent · 17% of overall

Popularity & adoption

88Excellent

How it's scored

58.1/60	Stars — 3,800 stars
21.3/25	Forks — 360 forks
8.1/15	Watchers — 30 watchers

Inputs used

forks	360
stars	3,800
watchers	30
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

70Good

How it's scored

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

Inputs used

has_readme	yes
has_license	yes
readme_badges	8
has_contributing	yes
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	codecov.io, shields.io
has_pull_request_template	no

Sustainability & Governance

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

73Good · 23% of overall

Maintainer resilience (bus factor)

41Weak

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
8.7/22.5	Commit distribution — top contributor authored 61% of commits
13.5/13.5	Contributor breadth — 54 contributors
10/10	OpenSSF Scorecard: Contributors — project has 15 contributing companies or organizations

Inputs used

bus_factor	1
contributors_sampled	54
top_contributor_share	0.613

Issue & PR responsiveness

74Good

How it's scored

27.3/42	Issue resolution — 65% of issues closed
26.4/30	PR acceptance — 363/413 decided PRs merged
10.8/13	Newcomer PR acceptance — 5/6 first-time contributors' PRs merged in 30d
9/15	OpenSSF Scorecard: Code-Review — Found 7/11 approved changesets -- score normalized to 6

Inputs used

merged_prs	363
open_issues	82
closed_issues	153
prs_merged_7d	2
prs_decided_7d	2
prs_merged_30d	6
prs_decided_30d	7
issue_closed_ratio	0.651
closed_unmerged_prs	50
first_time_authors_30d	6
first_time_prs_merged_30d	5
first_time_prs_decided_30d	6

Ownership & stewardship

89Excellent

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain — verified-domain status not read for this organization
17.8/25	Owner reach — 294 followers of aurelio-labs
23.2/25	Track record — 33 public repos, account ~6 yr old

Inputs used

followers	294
owner_type	Organization
is_verified	—
owner_login	aurelio-labs
public_repos	33
account_age_days	2,202

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 17 days ago
20/20	Version history — 98 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	semantic-router
ecosystems	pypi
any_deprecated	no
min_days_since_publish	17

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

94Exceptional

How it's scored

24/24	CI workflows — 9 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 — 11 out of 11 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

100Exceptional

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://www.aurelio.ai/semantic-router
10/10	Repository description
10/10	Topics — 7 topics
10/10	Wiki

Inputs used

topics	ai, artificial-intelligence, chatbot, computer-vision, generative-ai, machine-learning, nlp
has_wiki	yes
homepage	https://www.aurelio.ai/semantic-router
docs_site	https://www.aurelio.ai/semantic-router
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?

55Moderate · 16% of overall

Security posture

44Weak

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — no data
2.5/2.5	CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
4.5/7.5	Code-Review — Found 7/11 approved changesets -- score normalized to 6
2.5/2.5	Contributors — project has 15 contributing companies or organizations
10/10	Dangerous-Workflow — no 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 — 23 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
0/5	Packaging — no data
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
0/5	Security-Policy — security policy file not detected
0/7.5	Signed-Releases — no data
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 77 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	15
scorecard_version	v5.5.0
checks_inconclusive	3
scorecard_aggregate	4.4

Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, 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	56
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:semantic-router@0.1.16 runtime dependency closure — what installing the published package pulls in — 56 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

77Good

How it's scored

45/45	Agent instructions — CLAUDE.md
0/15	Machine-readable docs (llms.txt)
32/40	Legible commit history — 60 of 100 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	0.6
agent_instruction_files	CLAUDE.md
agent_instruction_max_bytes	4,307

Verify loop (build / test / typecheck)

78Good

How it's scored

18/18	One-command bootstrap — Makefile, docs/Makefile
22/22	Automated tests
11/11	Lint / format config
11/11	Static type checking — semantic_router/py.typed
10/10	Reproducible environment — Dockerfile, lockfile
6/10	Demonstrated agent practice — 3 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, docs/Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	semantic_router/py.typed
agent_commit_share	0.03
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 (semantic_router/py.typed)
53.8/55	Manageable file sizes — 2/91 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	74,174
source_files_sampled	91
oversized_source_files	2

Machine-readable interfaces

40Weak

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto)
0/20	MCP server
40/40	Runnable examples — examples, notebooks

Inputs used

example_dirs	examples, notebooks
has_mcp_signal	no
api_schema_files	—
interfaces_expected_of	network-service

Key facts

3,800GitHub stars

54contributors

68commits, last 12 months

2days since last push

95releases

1bus factor

82open issues

PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Could not fetch pypi package 'semantic-router-ci' from its registry

More detail

Star and fork history 0 ★ / 360 ⇿

0Stars

360Forks

92Releases

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.

Major 0Minor 1Patch 80

Each point covers 3 days.

OpenSSF Scorecard 4.4 / 10

4.4aggregate

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 · 2026-08-12 23:55 UTC

10	Binary-Artifacts	no binaries found in the repo
n/a	Branch-Protection	internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10	CI-Tests	11 out of 11 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
6	Code-Review	Found 7/11 approved changesets -- score normalized to 6
10	Contributors	project has 15 contributing companies or organizations
10	Dangerous-Workflow	no 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	23 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
n/a	Packaging	packaging workflow not detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
0	SAST	SAST tool is not run on all commits -- score normalized to 0
0	Security-Policy	security policy file not detected
n/a	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	77 existing vulnerabilities detected

Direct dependencies 16

Registry	Package	Version constraint	Manifest
PyPI	dagger-io	`—`	.dagger/pyproject.toml
PyPI	pytest	`—`	.dagger/pyproject.toml
PyPI	pytest-timeout	`—`	.dagger/pyproject.toml
PyPI	pydantic	`>=2.10.2,<3`	pyproject.toml
PyPI	numpy	`>=1.25.2`	pyproject.toml
PyPI	colorlog	`>=6.8.0,<7`	pyproject.toml
PyPI	pyyaml	`>=6.0.1,<7`	pyproject.toml
PyPI	aurelio-sdk	`>=0.0.19`	pyproject.toml
PyPI	colorama	`>=0.4.6,<0.5`	pyproject.toml
PyPI	regex	`>=2023.12.25`	pyproject.toml
PyPI	tiktoken	`>=0.6.0,<1.0.0`	pyproject.toml
PyPI	aiohttp	`>=3.10.11,<4`	pyproject.toml
PyPI	tornado	`>=6.4.2,<7`	pyproject.toml
PyPI	urllib3	`>=1.26,<3`	pyproject.toml
PyPI	litellm	`>=1.83.7`	pyproject.toml
PyPI	openai	`>=1.10.0,<3.0.0`	pyproject.toml

All dependencies 311

Full resolved dependency set from the GitHub dependency graph: 27 direct and 284 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	aiohttp	`3.13.5`	direct
PyPI	aiohttp	`3.14.3`	direct
PyPI	aurelio-sdk	`0.0.19`	direct
PyPI	colorama	`0.4.6`	direct
PyPI	colorlog	`6.12.0`	direct
PyPI	dagger-io	`0.21.8`	direct
PyPI	litellm	`1.83.7`	direct
PyPI	litellm	`1.95.0`	direct
PyPI	numpy	`2.0.2`	direct
PyPI	numpy	`2.2.6`	direct
PyPI	numpy	`2.4.6`	direct
PyPI	numpy	`2.5.1`	direct
PyPI	openai	`2.30.0`	direct
PyPI	openai	`2.53.0`	direct
PyPI	pydantic	`2.12.5`	direct
PyPI	pydantic	`2.13.4`	direct
PyPI	pytest	`8.4.2`	direct
PyPI	pytest	`9.1.1`	direct
PyPI	pytest-timeout	`2.4.0`	direct
PyPI	pyyaml	`6.0.3`	direct
PyPI	regex	`2026.1.15`	direct
PyPI	regex	`2026.7.19`	direct
PyPI	tiktoken	`0.12.0`	direct
PyPI	tiktoken	`0.13.0`	direct
PyPI	tornado	`6.5.8`	direct
PyPI	urllib3	`1.26.20`	direct
PyPI	urllib3	`2.7.0`	direct
PyPI	aiofiles	`24.1.0`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohappyeyeballs	`2.7.1`	indirect
PyPI	aiohttp-retry	`2.9.1`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	annotated-types	`0.8.0`	indirect
PyPI	anyio	`4.12.1`	indirect
PyPI	anyio	`4.14.2`	indirect
PyPI	appnope	`0.1.4`	indirect
PyPI	asttokens	`3.0.2`	indirect
PyPI	async-timeout	`5.0.1`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	backoff	`2.2.1`	indirect
PyPI	beartype	`0.22.9`	indirect
PyPI	black	`23.12.1`	indirect
PyPI	boto3	`1.42.97`	indirect
PyPI	boto3	`1.43.67`	indirect
PyPI	botocore	`1.42.97`	indirect
PyPI	botocore	`1.43.67`	indirect
PyPI	cattrs	`26.1.0`	indirect
PyPI	certifi	`2026.7.22`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	cffi	`2.1.1`	indirect
PyPI	charset-normalizer	`3.4.9`	indirect
PyPI	click	`8.1.8`	indirect
PyPI	click	`8.4.2`	indirect
PyPI	cohere	`5.21.1`	indirect
PyPI	coloredlogs	`15.0.1`	indirect
PyPI	comm	`0.2.3`	indirect
PyPI	coverage	`7.10.7`	indirect
PyPI	coverage	`7.15.4`	indirect
PyPI	cryptography	`47.0.0`	indirect
PyPI	cryptography	`50.0.0`	indirect
PyPI	databind	`4.5.5`	indirect
PyPI	databind-core	`4.5.5`	indirect
PyPI	databind-json	`4.5.5`	indirect
PyPI	debugpy	`1.8.21`	indirect
PyPI	decorator	`5.3.1`	indirect
PyPI	deprecated	`1.3.1`	indirect
PyPI	diskcache	`5.6.3`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	docspec	`2.2.2`	indirect
PyPI	docspec-python	`2.2.1`	indirect
PyPI	docstring-parser	`0.11`	indirect
PyPI	eval-type-backport	`0.4.0`	indirect
PyPI	exceptiongroup	`1.3.1`	indirect
PyPI	execnet	`2.1.2`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	fastavro	`1.12.2`	indirect
PyPI	fastembed	`0.3.0`	indirect
PyPI	fastuuid	`0.14.0`	indirect
PyPI	filelock	`3.19.1`	indirect
PyPI	filelock	`3.32.2`	indirect
PyPI	flatbuffers	`25.12.19`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	fsspec	`2025.10.0`	indirect
PyPI	fsspec	`2026.7.0`	indirect
PyPI	google-api-core	`2.30.3`	indirect
PyPI	google-api-core	`2.34.0`	indirect
PyPI	google-auth	`2.50.0`	indirect
PyPI	google-auth	`2.56.3`	indirect
PyPI	google-cloud-aiplatform	`1.148.1`	indirect
PyPI	google-cloud-aiplatform	`1.163.0`	indirect
PyPI	google-cloud-bigquery	`3.41.0`	indirect
PyPI	google-cloud-bigquery	`3.43.0`	indirect
PyPI	google-cloud-core	`2.5.1`	indirect
PyPI	google-cloud-core	`2.6.1`	indirect
PyPI	google-cloud-resource-manager	`1.17.0`	indirect
PyPI	google-cloud-resource-manager	`1.18.0`	indirect
PyPI	google-cloud-storage	`3.13.1`	indirect
PyPI	google-cloud-storage	`3.9.0`	indirect
PyPI	google-crc32c	`1.8.0`	indirect
PyPI	google-genai	`1.47.0`	indirect
PyPI	google-genai	`2.17.0`	indirect
PyPI	google-resumable-media	`2.10.1`	indirect
PyPI	google-resumable-media	`2.8.2`	indirect
PyPI	googleapis-common-protos	`1.75.0`	indirect
PyPI	googleapis-common-protos	`1.75.1`	indirect
PyPI	gql	`4.0.0`	indirect
PyPI	graphql-core	`3.2.11`	indirect
PyPI	grpc-google-iam-v1	`0.14.4`	indirect
PyPI	grpc-google-iam-v1	`0.14.5`	indirect
PyPI	grpcio	`1.80.0`	indirect
PyPI	grpcio	`1.83.0`	indirect
PyPI	grpcio-status	`1.80.0`	indirect
PyPI	grpcio-status	`1.83.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	h2	`4.3.0`	indirect
PyPI	h2	`4.4.1`	indirect
PyPI	hf-xet	`1.6.0`	indirect
PyPI	hpack	`4.1.0`	indirect
PyPI	hpack	`4.2.0`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	huggingface-hub	`0.36.2`	indirect
PyPI	humanfriendly	`10.0`	indirect
PyPI	hyperframe	`6.1.0`	indirect
PyPI	idna	`3.18`	indirect
PyPI	importlib-metadata	`8.5.0`	indirect
PyPI	importlib-metadata	`8.9.0`	indirect
PyPI	iniconfig	`2.1.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	invoke	`2.2.1`	indirect
PyPI	ipykernel	`6.31.0`	indirect
PyPI	ipython	`8.18.1`	indirect
PyPI	ipython	`8.39.0`	indirect
PyPI	ipython	`9.16.1`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	jedi	`0.19.2`	indirect
PyPI	jedi	`0.20.0`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jiter	`0.16.0`	indirect
PyPI	jmespath	`1.1.0`	indirect
PyPI	joblib	`1.5.3`	indirect
PyPI	jsonschema	`4.23.0`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	jupyter-client	`8.6.3`	indirect
PyPI	jupyter-client	`8.9.1`	indirect
PyPI	jupyter-core	`5.8.1`	indirect
PyPI	jupyter-core	`5.9.1`	indirect
PyPI	librt	`0.15.0`	indirect
PyPI	llama-cpp-python	`0.2.85`	indirect
PyPI	loguru	`0.7.3`	indirect
PyPI	markdown-it-py	`4.2.0`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matplotlib-inline	`0.2.2`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mistralai	`1.10.0`	indirect
PyPI	mistralai	`1.12.4`	indirect
PyPI	ml-dtypes	`0.5.4`	indirect
PyPI	mmh3	`4.1.0`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	multidict	`6.7.1`	indirect
PyPI	mypy	`1.19.1`	indirect
PyPI	mypy	`1.20.2`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	narwhals	`2.24.0`	indirect
PyPI	nest-asyncio	`1.6.0`	indirect
PyPI	networkx	`3.2.1`	indirect
PyPI	networkx	`3.4.2`	indirect
PyPI	networkx	`3.6.1`	indirect
PyPI	nr-date	`2.1.0`	indirect
PyPI	nr-stream	`1.1.5`	indirect
PyPI	nr-util	`0.8.12`	indirect
PyPI	ollama	`0.6.2`	indirect
PyPI	onnx	`1.19.1`	indirect
PyPI	onnx	`1.22.0`	indirect
PyPI	onnxruntime	`1.20.1`	indirect
PyPI	onnxruntime	`1.24.3`	indirect
PyPI	onnxruntime	`1.28.0`	indirect
PyPI	opentelemetry-api	`1.38.0`	indirect
PyPI	opentelemetry-api	`1.44.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-common	`1.38.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-common	`1.44.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-http	`1.38.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-http	`1.44.0`	indirect
PyPI	opentelemetry-instrumentation	`0.65b0`	indirect
PyPI	opentelemetry-instrumentation-logging	`0.65b0`	indirect
PyPI	opentelemetry-proto	`1.38.0`	indirect
PyPI	opentelemetry-proto	`1.44.0`	indirect
PyPI	opentelemetry-sdk	`1.38.0`	indirect
PyPI	opentelemetry-sdk	`1.44.0`	indirect
PyPI	opentelemetry-semantic-conventions	`0.59b0`	indirect
PyPI	opentelemetry-semantic-conventions	`0.65b0`	indirect
PyPI	packaging	`24.2`	indirect
PyPI	packaging	`26.3`	indirect
PyPI	parso	`0.8.7`	indirect
PyPI	pathspec	`1.1.1`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pillow	`10.4.0`	indirect
PyPI	pinecone	`7.3.0`	indirect
PyPI	pinecone-plugin-assistant	`1.8.0`	indirect
PyPI	pinecone-plugin-interface	`0.0.7`	indirect
PyPI	platformdirs	`4.11.1`	indirect
PyPI	platformdirs	`4.4.0`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	portalocker	`3.2.0`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	prompt-toolkit	`3.0.53`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	propcache	`0.5.2`	indirect
PyPI	proto-plus	`1.27.2`	indirect
PyPI	proto-plus	`1.28.3`	indirect
PyPI	protobuf	`6.33.6`	indirect
PyPI	protobuf	`7.35.1`	indirect
PyPI	psutil	`7.2.2`	indirect
PyPI	psycopg	`3.2.13`	indirect
PyPI	psycopg	`3.3.4`	indirect
PyPI	psycopg-binary	`3.2.13`	indirect
PyPI	psycopg-binary	`3.3.4`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	pyasn1	`0.6.4`	indirect
PyPI	pyasn1-modules	`0.4.2`	indirect
PyPI	pycparser	`2.23`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pydantic-core	`2.41.5`	indirect
PyPI	pydantic-core	`2.46.4`	indirect
PyPI	pydoc-markdown	`4.8.2`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pyreadline3	`3.5.6`	indirect
PyPI	pystemmer	`2.2.0.3`	indirect
PyPI	pytest-asyncio	`0.24.0`	indirect
PyPI	pytest-cov	`4.1.0`	indirect
PyPI	pytest-mock	`3.15.1`	indirect
PyPI	pytest-xdist	`3.8.0`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-dotenv	`1.0.1`	indirect
PyPI	python-dotenv	`1.2.2`	indirect
PyPI	pywin32	`312`	indirect
PyPI	pyzmq	`27.1.0`	indirect
PyPI	qdrant-client	`1.16.1`	indirect
PyPI	qdrant-client	`1.19.0`	indirect
PyPI	referencing	`0.36.2`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	requests	`2.32.5`	indirect
PyPI	requests	`2.34.2`	indirect
PyPI	requests-mock	`1.12.1`	indirect
PyPI	requests-toolbelt	`1.0.0`	indirect
PyPI	rich	`15.0.0`	indirect
PyPI	rpds-py	`0.27.1`	indirect
PyPI	rpds-py	`0.30.0`	indirect
PyPI	rpds-py	`2026.6.3`	indirect
PyPI	ruff	`0.11.13`	indirect
PyPI	s3transfer	`0.16.1`	indirect
PyPI	s3transfer	`0.19.2`	indirect
PyPI	safetensors	`0.7.0`	indirect
PyPI	safetensors	`0.8.0`	indirect
PyPI	scikit-learn	`1.6.1`	indirect
PyPI	scikit-learn	`1.7.2`	indirect
PyPI	scikit-learn	`1.9.0`	indirect
PyPI	scipy	`1.13.1`	indirect
PyPI	scipy	`1.15.3`	indirect
PyPI	scipy	`1.17.1`	indirect
PyPI	scipy	`1.18.0`	indirect
PyPI	semantic-router	`0.1.16`	indirect
PyPI	sentence-transformers	`5.1.2`	indirect
PyPI	sentence-transformers	`5.7.0`	indirect
PyPI	setuptools	`84.0.0`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	snowballstemmer	`2.2.0`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	tenacity	`9.1.2`	indirect
PyPI	tenacity	`9.1.4`	indirect
PyPI	threadpoolctl	`3.6.0`	indirect
PyPI	tokenizers	`0.22.2`	indirect
PyPI	tomli	`2.4.1`	indirect
PyPI	tomli-w	`1.2.0`	indirect
PyPI	torch	`2.13.0`	indirect
PyPI	torch	`2.13.0+cpu`	indirect
PyPI	torch	`2.8.0`	indirect
PyPI	torch	`2.8.0+cpu`	indirect
PyPI	torchvision	`0.23.0`	indirect
PyPI	torchvision	`0.23.0+cpu`	indirect
PyPI	torchvision	`0.28.0`	indirect
PyPI	torchvision	`0.28.0+cpu`	indirect
PyPI	tqdm	`4.70.0`	indirect
PyPI	traitlets	`5.15.1`	indirect
PyPI	traitlets	`5.16.1`	indirect
PyPI	transformers	`4.57.6`	indirect
PyPI	typeapi	`2.3.0`	indirect
PyPI	types-pyyaml	`6.0.12.20250915`	indirect
PyPI	types-pyyaml	`6.0.12.20260724`	indirect
PyPI	types-requests	`2.31.0.6`	indirect
PyPI	types-requests	`2.33.0.20260712`	indirect
PyPI	types-urllib3	`1.26.25.14`	indirect
PyPI	typing-extensions	`4.16.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2026.3`	indirect
PyPI	watchdog	`6.0.0`	indirect
PyPI	wcwidth	`0.8.2`	indirect
PyPI	websockets	`15.0.1`	indirect
PyPI	websockets	`16.1.1`	indirect
PyPI	win32-setctime	`1.2.0`	indirect
PyPI	wrapt	`2.3.0`	indirect
PyPI	yapf	`0.43.0`	indirect
PyPI	yarl	`1.22.0`	indirect
PyPI	yarl	`1.24.5`	indirect
PyPI	zipp	`3.23.1`	indirect
PyPI	zipp	`4.1.0`	indirect

Dependency advisories 0

Installing pypi:semantic-router@0.1.16 pulls in 56 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 v0.31.0 — full methodology · metrics wiki.

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

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