Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-19 13:44 UTC

open-edge-platform / edge-ai-libraries

Libraries, microservices, tools, and other reference software, supporting development of performance-optimized Edge AI applications.

Python · C++ · TypeScriptApache-2.0★ 173 stars⑂ 155 forkssince Mar 2025View on GitHub ↗
KindNetwork serviceMCP serverhow this is determined
#libraries#microservices#samples#tools

open-edge-platform/edge-ai-libraries holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Security (100/100) and lowest on Community & Adoption (77/100). It was last updated today. 15 contributors account for most of its recent work.

98
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.

98
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)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

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 88 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

Open Edge PlatformOrganization · verified domain
466 followers70 public repossince Feb 2025

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPImetrics-managerpoints to another repo — not scored0.3.014182573 days ago

Metrics by category

Vitality

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

97Exceptional · 21% of overall

Development activity

100Exceptional
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 1,500 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year1,500
human_commit_share0.67
days_since_last_push0
active_weeks_last_year52

Release discipline

92Excellent
How it's scored
27/27Ships releases — 8 releases published
36/36Release recency — latest release 28 days ago
19.8/27Release cadence — a release every ~73 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count8
latest_release_tag2026.2.1
releases_from_tagsno
days_since_latest_release28
mean_days_between_releases73

Community & Adoption

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

77Good · 17% of overall

Popularity & adoption

63Moderate
How it's scored
36.3/60Stars — 173 stars
18.2/25Forks — 155 forks
8.3/15Watchers — 32 watchers
Inputs used
forks155
stars173
watchers32
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges5
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes

Sustainability & Governance

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

86Excellent · 23% of overall

Maintainer resilience (bus factor)

98Exceptional
How it's scored
54/54Bus factor — 15 contributor(s) cover half of all commits
20.7/22.5Commit distribution — top contributor authored 8% of commits
13.5/13.5Contributor breadth — 98 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor15
contributors_sampled98
top_contributor_share0.08

Issue & PR responsiveness

70Good
How it's scored
34.1/42Issue resolution — 81% of issues closed
25.1/30PR acceptance — 2,778/3,324 decided PRs merged
0/13Newcomer PR acceptance — 0/1 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs2,778
open_issues9
closed_issues39
prs_merged_7d50
prs_decided_7d53
prs_merged_30d50
prs_decided_30d53
issue_closed_ratio0.812
closed_unmerged_prs546
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d1

Ownership & stewardship

86Excellent
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
19.2/25Owner reach — 466 followers of open-edge-platform
16.4/25Track record — 70 public repos, account ~1 yr old
Inputs used
followers466
owner_typeOrganization
is_verifiedyes
owner_loginopen-edge-platform
public_repos70
account_age_days614

Engineering Quality

Are baseline engineering and documentation practices in place?

79Good · 19% of overall

Engineering practices

92Excellent
How it's scored
24/24CI workflows — 42 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js, eslint.config.mjs, microservices/audio-analyzer/pyproject.toml ([tool.flake8], [tool.black], [tool.isort]), microservices/inference-router/pyproject.toml ([tool.ruff], [tool.black], [tool.isort]), microservices/metrics-manager/pyproject.toml ([tool.ruff], [tool.black]), microservices/multilevel-video-understanding/pyproject.toml ([tool.black], [tool.isort]), microservices/semantic-search-agent/pyproject.toml ([tool.ruff], [tool.black]), microservices/sensor-manager/pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

60Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 4 topics
10/10Wiki
Inputs used
topicslibraries, microservices, samples, tools
has_wikiyes
homepage—
docs_site—
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

100Exceptional · 16% of overall

Security posture

100Exceptional
How it's scored
30/30Security policy (SECURITY.md)
25/25Dependabot config
0/25Dependency lockfiles — no dependency manifests — not applicable
20/20CodeQL workflow
Inputs used
sourcefile_signals
lockfilesgo.sum, package-lock.json, poetry.lock, uv.lock
manifests—
has_codeql_workflowyes
has_security_policyyes
has_dependabot_configyes
Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.

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.

88Excellent · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — .github/copilot-instructions.md, microservices/agent-quality-handler/AGENTS.md, microservices/agent-quality-handler/CLAUDE.md, microservices/alert-agent-service/AGENTS.md, microservices/alert-agent-service/CLAUDE.md, microservices/model-download/AGENTS.md, microservices/model-download/CLAUDE.md, microservices/multimodal-embedding-serving/AGENTS.md, microservices/multimodal-embedding-serving/CLAUDE.md, microservices/time-series-analytics/AGENTS.md, microservices/time-series-analytics/CLAUDE.md, microservices/time-series-analytics/GEMINI.md, microservices/visual-data-preparation-for-retrieval/multimodal-dataprep/AGENTS.md, microservices/visual-data-preparation-for-retrieval/multimodal-dataprep/CLAUDE.md, sample-applications/chat-question-and-answer-core/AGENTS.md, sample-applications/chat-question-and-answer-core/CLAUDE.md, sample-applications/video-search-and-summarization/AGENTS.md, sample-applications/video-search-and-summarization/CLAUDE.md, tools/visual-pipeline-and-platform-evaluation-tool/AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 60 of 67 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.896
agent_instruction_files.github/copilot-instructions.md, microservices/agent-quality-handler/AGENTS.md, microservices/agent-quality-handler/CLAUDE.md, microservices/alert-agent-service/AGENTS.md, microservices/alert-agent-service/CLAUDE.md, microservices/model-download/AGENTS.md, microservices/model-download/CLAUDE.md, microservices/multimodal-embedding-serving/AGENTS.md, microservices/multimodal-embedding-serving/CLAUDE.md, microservices/time-series-analytics/AGENTS.md, microservices/time-series-analytics/CLAUDE.md, microservices/time-series-analytics/GEMINI.md, microservices/visual-data-preparation-for-retrieval/multimodal-dataprep/AGENTS.md, microservices/visual-data-preparation-for-retrieval/multimodal-dataprep/CLAUDE.md, sample-applications/chat-question-and-answer-core/AGENTS.md, sample-applications/chat-question-and-answer-core/CLAUDE.md, sample-applications/video-search-and-summarization/AGENTS.md, sample-applications/video-search-and-summarization/CLAUDE.md, tools/visual-pipeline-and-platform-evaluation-tool/AGENTS.md
agent_instruction_max_bytes17,063

Verify loop (build / test / typecheck)

88Excellent
How it's scored
18/18One-command bootstrap — libraries/edge-control-libraries/plcopen-motion-control/Makefile, libraries/robotics-ai-libraries/orb-extractor/Makefile, microservices/dlstreamer-pipeline-server/Makefile, microservices/metrics-manager/Makefile, microservices/model-download/Makefile, microservices/semantic-search-agent/Makefile, microservices/sensor-manager/Makefile, sample-applications/chat-question-and-answer-core/Makefile, sample-applications/document-summarization/Makefile, sample-applications/video-search-and-summarization/Makefile, sample-applications/video-search-and-summarization/cli/Makefile, tools/visual-pipeline-and-platform-evaluation-tool/Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.js, eslint.config.mjs, microservices/audio-analyzer/pyproject.toml ([tool.flake8], [tool.black], [tool.isort]), microservices/inference-router/pyproject.toml ([tool.ruff], [tool.black], [tool.isort]), microservices/metrics-manager/pyproject.toml ([tool.ruff], [tool.black]), microservices/multilevel-video-understanding/pyproject.toml ([tool.black], [tool.isort]), microservices/semantic-search-agent/pyproject.toml ([tool.ruff], [tool.black]), microservices/sensor-manager/pyproject.toml ([tool.ruff])
11/11Static type checking — microservices/inference-router/ui/tsconfig.json, sample-applications/chat-question-and-answer-core/ui/tsconfig.json, sample-applications/video-search-and-summarization/pipeline-manager/tsconfig.json, sample-applications/video-search-and-summarization/ui/react/tsconfig.json, tools/visual-pipeline-and-platform-evaluation-tool/pyrightconfig.json, tools/visual-pipeline-and-platform-evaluation-tool/ui/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json, poetry.lock, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_fileslibraries/edge-control-libraries/plcopen-motion-control/Makefile, libraries/robotics-ai-libraries/orb-extractor/Makefile, microservices/dlstreamer-pipeline-server/Makefile, microservices/metrics-manager/Makefile, microservices/model-download/Makefile, microservices/semantic-search-agent/Makefile, microservices/sensor-manager/Makefile, sample-applications/chat-question-and-answer-core/Makefile, sample-applications/document-summarization/Makefile, sample-applications/video-search-and-summarization/Makefile, sample-applications/video-search-and-summarization/cli/Makefile, tools/visual-pipeline-and-platform-evaluation-tool/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsmicroservices/inference-router/ui/tsconfig.json, sample-applications/chat-question-and-answer-core/ui/tsconfig.json, sample-applications/video-search-and-summarization/pipeline-manager/tsconfig.json, sample-applications/video-search-and-summarization/ui/react/tsconfig.json, tools/visual-pipeline-and-platform-evaluation-tool/pyrightconfig.json, tools/visual-pipeline-and-platform-evaluation-tool/ui/tsconfig.json
agent_commit_share0.01
toolchain_manifestsmicroservices/stream-manager/go.mod, sample-applications/video-search-and-summarization/cli/go.mod
dependency_bot_commit_share0

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (microservices/inference-router/ui/tsconfig.json, sample-applications/chat-question-and-answer-core/ui/tsconfig.json, sample-applications/video-search-and-summarization/pipeline-manager/tsconfig.json, sample-applications/video-search-and-summarization/ui/react/tsconfig.json, tools/visual-pipeline-and-platform-evaluation-tool/pyrightconfig.json, tools/visual-pipeline-and-platform-evaluation-tool/ui/tsconfig.json)
54.5/55Manageable file sizes — 22/2,462 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes318,515
source_files_sampled2,462
oversized_source_files22

Machine-readable interfaces

100Exceptional
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — microservices/model-download/docs/user-guide/_assets/openapi.yaml, microservices/multilevel-video-understanding/docs/user-guide/_assets/openapi.yaml, microservices/multimodal-embedding-serving/docs/user-guide/api-docs/openapi.yaml, microservices/time-series-analytics/docs/user-guide/_assets/openapi.json, microservices/time-series-analytics/docs/user-guide/_assets/openapi.yaml, microservices/vector-retriever/vector-retriever/docs/user-guide/api-docs/openapi.yaml, microservices/visual-data-preparation-for-retrieval/multimodal-dataprep/docs/user-guide/_assets/openapi.yaml, sample-applications/video-search-and-summarization/search-ms/docs/user-guide/api-docs/openapi.yaml
20/20MCP server
40/40Runnable examples — example, examples, notebooks, sample, samples
Inputs used
example_dirsexample, examples, notebooks, sample, samples
has_mcp_signalyes
api_schema_filesmicroservices/model-download/docs/user-guide/_assets/openapi.yaml, microservices/multilevel-video-understanding/docs/user-guide/_assets/openapi.yaml, microservices/multimodal-embedding-serving/docs/user-guide/api-docs/openapi.yaml, microservices/time-series-analytics/docs/user-guide/_assets/openapi.json, microservices/time-series-analytics/docs/user-guide/_assets/openapi.yaml, microservices/vector-retriever/vector-retriever/docs/user-guide/api-docs/openapi.yaml, microservices/visual-data-preparation-for-retrieval/multimodal-dataprep/docs/user-guide/_assets/openapi.yaml, sample-applications/video-search-and-summarization/search-ms/docs/user-guide/api-docs/openapi.yaml
interfaces_expected_ofnetwork-service

Key facts

173GitHub stars
98contributors
1,500commits, last 12 months
0days since last push
8releases
15bus factor
9open issues
—package ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 16 authors (cap 12)
  • Could not fetch pypi package 'kvweave.kvweave_quant' from its registry
  • Could not fetch go package 'github.com/open-edge-platform/edge-ai-libraries/microservices/stream-manager' from its registry
  • Could not fetch pypi package 'video_chunking' from its registry
  • Could not fetch pypi package 'kvweave' from its registry
  • Could not fetch pypi package 'audio-analyzer' from its registry
  • Could not fetch pypi package 'model-download' from its registry
  • Could not fetch pypi package 'sensor-manager' from its registry
  • pypi package 'metrics-manager' points at a different repository (http://pypi.python.org/pypi/metrics_manager/); excluded from ecosystem scoring
  • OSV advisory lookup failed: [Errno 101] Network is unreachable
  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

More detail

Star and fork history 0 ★ / 155 ⇿
0Stars
155Forks
8Releases

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.

0408012016015252025-042026-012026-10
Major 1Minor 1Patch 1

Each point covers 2 days.

Direct dependencies 139
RegistryPackageVersion constraintManifest
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PyPIclaw-compactor>=7,<8libraries/adaptive-token-compressor/pyproject.toml
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PyPInumpy—libraries/kv-quant-offload/pyproject.toml
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PyPItorchvision>=0.23.0,<1.0.0microservices/multimodal-embedding-serving/pyproject.toml
PyPIfastapi>=0.115.0microservices/scene-understanding-service/pyproject.toml
PyPIuvicorn>=0.30.0microservices/scene-understanding-service/pyproject.toml
PyPIpaho-mqtt>=1.6.1,<2.0microservices/scene-understanding-service/pyproject.toml
PyPIstructlog>=24.1.0microservices/scene-understanding-service/pyproject.toml
PyPIaiohttp>=3.9.0microservices/scene-understanding-service/pyproject.toml
PyPIminio>=7.2.0microservices/scene-understanding-service/pyproject.toml
PyPIPillow>=10.0.0microservices/scene-understanding-service/pyproject.toml
PyPIPyYAML>=6.0microservices/scene-understanding-service/pyproject.toml
PyPIfastapi==0.136.3microservices/sensor-manager/pyproject.toml
PyPIpydantic==2.13.4microservices/sensor-manager/pyproject.toml
PyPIuvicorn==0.48.0microservices/sensor-manager/pyproject.toml
PyPIpython-slugify==8.0.4microservices/sensor-manager/pyproject.toml
PyPIintel-dlstreamer—microservices/sensor-manager/pyproject.toml
PyPIdocx2txt>=0.9,<0.10sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIfaiss-cpu>=1.11.0sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIfastapi>=0.136.3sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIlangchain-classic==1.0.7sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIlangchain-core==1.4.5sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIlangchain-community==0.4.2sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIpandas>=3.0.0sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIpillow>=12.2.0sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIpyarrow>=23.0.1sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIpypdf>=6.10.0,<7.0.0sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIpython-multipart>=0.0.30sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIrequests>=2.34.1sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIuvicorn>=0.21.0,<0.23.0sample-applications/chat-question-and-answer-core/pyproject.toml
PyPIllama-index-core>=0.13.0sample-applications/document-summarization/pyproject.toml
PyPIllama-index>0.13.0sample-applications/document-summarization/pyproject.toml
PyPIfastapi>=0.115.2,<1.0sample-applications/document-summarization/pyproject.toml
PyPIpoetry^2.3.2sample-applications/document-summarization/pyproject.toml
PyPIuvicorn^0.34.2sample-applications/document-summarization/pyproject.toml
PyPIpython-multipart^0.0.32sample-applications/document-summarization/pyproject.toml
PyPIllama-index-llms-openai-like>0.5.0sample-applications/document-summarization/pyproject.toml
PyPIllama-index-readers-file>=0.4.0sample-applications/document-summarization/pyproject.toml
PyPIgradio^6.6.0sample-applications/document-summarization/pyproject.toml
PyPInest-asyncio^1.6.0sample-applications/document-summarization/pyproject.toml
PyPIdocx2txt^0.9sample-applications/document-summarization/pyproject.toml
PyPIpyyaml^6.0.2sample-applications/document-summarization/pyproject.toml
PyPIpydantic-settings^2.9.1sample-applications/document-summarization/pyproject.toml
PyPIopentelemetry-sdk1.39.1sample-applications/document-summarization/pyproject.toml
PyPIopentelemetry-instrumentation-fastapi0.60b1sample-applications/document-summarization/pyproject.toml
PyPIopenlit1.42.0sample-applications/document-summarization/pyproject.toml
PyPIhttpx0.27.2sample-applications/document-summarization/pyproject.toml
PyPInltk^3.9.1sample-applications/document-summarization/pyproject.toml
All dependencies 2,973

Full resolved dependency set from the GitHub dependency graph: 227 direct and 2,746 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIaioboto3—direct
PyPIaiohttp—direct
PyPIaiohttp3.13.5direct
PyPIaiohttp3.14.3direct
PyPIaiohttp3.14.4direct
PyPIav13.1.0direct
PyPIav18.1.0direct
PyPIcachetools—direct
PyPIcachetools7.1.7direct
PyPIcachetools7.2.1direct
PyPIclaw-compactor—direct
PyPIcn-clip1.6.0direct
PyPIdecord—direct
PyPIdecord0.6.0direct
PyPIdocx2txt0.8direct
PyPIdocx2txt0.9direct
PyPIeinops0.8.2direct
PyPIfaiss-cpu1.11.0direct
PyPIfaiss-cpu1.15.0direct
PyPIfastapi—direct
PyPIfastapi0.120.2direct
PyPIfastapi0.121.3direct
PyPIfastapi0.136.3direct
PyPIfastapi0.138.0direct
PyPIfastapi0.141.1direct
PyPIfastapi0.142.2direct
PyPIfastapi0.143.0direct
PyPIfastmcp3.4.5direct
PyPIfastmcp3.4.8direct
PyPIgoogle-adk2.6.2direct
PyPIgradio6.24.0direct
PyPIgunicorn—direct
PyPIgunicorn23.0.0direct
PyPIgunicorn26.0.0direct
PyPIgunicorn26.2.0direct
PyPIhttpx—direct
PyPIhttpx0.27.2direct
PyPIhttpx0.28.1direct
PyPIhuggingface-hub—direct
PyPIhuggingface-hub0.34.4direct
PyPIhuggingface-hub0.36.2direct
PyPIhuggingface-hub1.16.1direct
PyPIhuggingface-hub1.19.0direct
PyPIhuggingface-hub1.21.0direct
PyPIhuggingface-hub1.26.0direct
PyPIhuggingface-hub1.28.0direct
PyPIhuggingface-hub1.33.0direct
PyPIidna3.15direct
PyPIidna3.16direct
PyPIidna3.18direct
PyPIidna3.19direct
PyPIidna3.20direct
PyPIintel-dlstreamer2026.2.0direct
PyPIlangchain-classic1.0.7direct
PyPIlangchain-classic1.0.8direct
PyPIlangchain-community0.4.1direct
PyPIlangchain-community0.4.2direct
PyPIlangchain-core1.3.3direct
PyPIlangchain-core1.4.5direct
PyPIlangchain-core1.5.3direct
PyPIlangchain-core1.5.4direct
PyPIlangchain-core1.6.10direct
PyPIlanggraph1.2.15direct
PyPIlanggraph1.2.4direct
PyPIlitellm1.86.1direct
PyPIlitellm1.95.0direct
PyPIllama-index0.14.23direct
PyPIllama-index-core0.14.23direct
PyPIllama-index-llms-openai-like0.7.2direct
PyPIllama-index-readers-file0.6.0direct
PyPIminio—direct
PyPIminio7.2.20direct
PyPIminio7.2.9direct
PyPImsgpack—direct
PyPImsgpack1.2.1direct
PyPInest-asyncio1.6.0direct
PyPInltk3.10.3direct
PyPInncf3.1.0direct
PyPInncf3.3.0direct
PyPInncf3.4.0direct
PyPInumpy—direct
PyPInumpy1.26.4direct
PyPInumpy2.2.0direct
PyPInumpy2.2.6direct
PyPInumpy2.3.5direct
PyPInumpy2.4.4direct
PyPInumpy2.4.6direct
PyPInumpy2.5.3direct
PyPIopen-clip-torch3.3.0direct
PyPIopenai—direct
PyPIopenai1.109.1direct
PyPIopenai2.41.1direct
PyPIopenai2.53.0direct
PyPIopenai2.54.0direct
PyPIopencv-python-headless—direct
PyPIopencv-python-headless4.13.0.92direct
PyPIopencv-python-headless4.14.0.94direct
PyPIopenlit1.42.0direct
PyPIopentelemetry-instrumentation-fastapi0.60b1direct
PyPIopentelemetry-sdk1.30.0direct
PyPIopentelemetry-sdk1.39.1direct
PyPIopentelemetry-sdk1.42.1direct
PyPIopenvino—direct
PyPIopenvino2024.5.0direct
PyPIopenvino2024.6.0direct
PyPIopenvino2025.4.1direct
PyPIopenvino2026.1.0direct
PyPIopenvino2026.3.0direct
PyPIopenvino2026.4.0direct
PyPIoptimum-intel1.27.0direct
PyPIoptimum-intel2.0.0direct
PyPIoptimum-intel2.1.0direct
PyPIorjson3.11.6direct
PyPIorjson3.11.9direct
PyPIorjson3.12.0direct
PyPIorjson3.13.0direct
PyPIpaho-mqtt—direct
PyPIpaho-mqtt1.5.1direct
PyPIpaho-mqtt1.6.1direct
PyPIpaho-mqtt2.1.0direct
PyPIpandas2.2.3direct
PyPIpandas2.3.3direct
PyPIpandas3.0.5direct
PyPIpandas3.0.6direct
PyPIpillow—direct
PyPIpillow12.2.0direct
PyPIpillow12.3.0direct
PyPIpoetry2.4.1direct
PyPIprometheus-client—direct
PyPIprometheus-client0.21.1direct
PyPIprometheus-client0.26.0direct
PyPIprotobuf5.29.6direct
PyPIprotobuf6.33.6direct
PyPIprotobuf7.34.1direct
PyPIprotobuf7.35.1direct
PyPIprotobuf7.36.2direct
PyPIpyarrow20.0.0direct
PyPIpyarrow25.0.1direct
PyPIpydantic—direct
PyPIpydantic2.10.6direct
PyPIpydantic2.11.7direct
PyPIpydantic2.12.4direct
PyPIpydantic2.12.5direct
PyPIpydantic2.13.4direct
PyPIpydantic2.13.5direct
PyPIpydantic2.14.1direct
PyPIpydantic-settings—direct
PyPIpydantic-settings2.12.0direct
PyPIpydantic-settings2.14.1direct
PyPIpydantic-settings2.14.2direct
PyPIpydantic-settings2.15.0direct
PyPIpygments2.20.0direct
PyPIpygments2.21.0direct
PyPIpypdf6.11.0direct
PyPIpypdf6.15.0direct
PyPIpypdf6.16.1direct
PyPIpytest—direct
PyPIpytest7.2.1direct
PyPIpytest8.3.5direct
PyPIpytest9.0.3direct
PyPIpytest9.1.1direct
PyPIpython-dotenv—direct
PyPIpython-dotenv1.2.2direct
PyPIpython-dotenv1.2.3direct
PyPIpython-dotenv1.2.4direct
PyPIpython-multipart—direct
PyPIpython-multipart0.0.27direct
PyPIpython-multipart0.0.30direct
PyPIpython-multipart0.0.32direct
PyPIpython-slugify8.0.4direct
PyPIpyyaml—direct
PyPIpyyaml6.0.2direct
PyPIpyyaml6.0.3direct
PyPIrequests—direct
PyPIrequests2.33.1direct
PyPIrequests2.34.2direct
PyPIsetuptools—direct
PyPIsetuptools82.0.1direct
PyPIsetuptools83.0.0direct
PyPIsetuptools84.0.0direct
PyPIsse-starlette2.3.6direct
PyPIsse-starlette3.5.0direct
PyPIstarlette0.49.3direct
PyPIstarlette1.3.1direct
PyPIstarlette1.4.1direct
PyPIstarlette1.6.0direct
PyPIstarlette1.7.0direct
PyPIstarlette1.8.0direct
PyPIstructlog—direct
PyPIstructlog25.1.0direct
PyPItiktoken—direct
PyPItiktoken0.13.0direct
PyPItiktoken0.14.0direct
PyPItorch—direct
PyPItorch2.11.0+cpudirect
PyPItorch2.11.0+xpudirect
PyPItorch2.13.0direct
PyPItorch2.14.1+cpudirect
PyPItorch2.8.0direct
PyPItorch2.8.0+cpudirect
PyPItorch2.9.1direct
PyPItorch2.9.1+cpudirect
PyPItorchvision0.23.0direct
PyPItorchvision0.23.0+cpudirect
PyPItorchvision0.24.1+cpudirect
PyPItorchvision0.29.1+cpudirect
PyPItransformers—direct
PyPItransformers4.53.3direct
PyPItransformers5.0.0direct
PyPItransformers5.10.4direct
PyPItransformers5.3.0direct
PyPItransformers5.5.0direct
PyPItransformers5.9.0direct
PyPIurllib32.7.0direct
PyPIurllib32.8.0direct
PyPIuvicorn—direct
PyPIuvicorn0.22.0direct
PyPIuvicorn0.32.1direct
PyPIuvicorn0.34.0direct
PyPIuvicorn0.34.3direct
PyPIuvicorn0.35.0direct
PyPIuvicorn0.38.0direct
PyPIuvicorn0.40.0direct
PyPIuvicorn0.48.0direct
PyPIuvicorn0.49.0direct
PyPIuvicorn0.52.1direct
PyPIuvicorn0.54.0direct
Gogithub.com/alecthomas/chroma/v2v2.27.0indirect
Gogithub.com/aymanbagabas/go-osc52/v2v2.0.1indirect
Gogithub.com/aymerick/douceurv0.2.0indirect
Gogithub.com/charmbracelet/bubblesv1.0.0indirect
Gogithub.com/charmbracelet/bubbleteav1.3.10indirect
Gogithub.com/charmbracelet/colorprofilev0.4.3indirect
Gogithub.com/charmbracelet/glamourv1.0.0indirect
Gogithub.com/charmbracelet/harmonicav0.2.0indirect
Gogithub.com/charmbracelet/lipglossv1.1.1-0.20250404203927-76690c660834indirect
Gogithub.com/charmbracelet/x/ansiv0.11.8indirect
Gogithub.com/charmbracelet/x/cellbufv0.0.15indirect
Gogithub.com/charmbracelet/x/exp/slicev0.1.0indirect
Gogithub.com/charmbracelet/x/termv0.2.2indirect
Gogithub.com/clipperhouse/displaywidthv0.11.0indirect
Gogithub.com/clipperhouse/uax29/v2v2.7.0indirect
Gogithub.com/dlclark/regexp2/v2v2.8.3indirect
Gogithub.com/erikgeiser/coninputv0.0.0-20211004153227-1c3628e74d0findirect
Gogithub.com/gorilla/cssv1.0.1indirect
Gogithub.com/lucasb-eyer/go-colorfulv1.4.1indirect
Gogithub.com/mattn/go-isattyv0.0.24indirect
Gogithub.com/mattn/go-localereaderv0.0.1indirect
Gogithub.com/mattn/go-runewidthv0.0.30indirect
Gogithub.com/microcosm-cc/bluemondayv1.0.27indirect
Gogithub.com/muesli/ansiv0.0.0-20230316100256-276c6243b2f6indirect
Gogithub.com/muesli/cancelreaderv0.2.2indirect
Gogithub.com/muesli/reflowv0.3.0indirect
Gogithub.com/muesli/termenvv0.16.0indirect
Gogithub.com/rivo/unisegv0.4.7indirect
Gogithub.com/xo/terminfov1.2.0indirect
Gogithub.com/yuin/goldmarkv1.8.6indirect
Gogithub.com/yuin/goldmark-emojiv1.0.6indirect
Gogolang.org/x/netv0.58.0indirect
Gogolang.org/x/sysv0.47.0indirect
Gogolang.org/x/termv0.45.0indirect
Gogolang.org/x/textv0.41.0indirect
Gogopkg.in/yaml.v2v2.4.0indirect
npm@adobe/css-tools4.5.0indirect
npm@angular-devkit/core19.2.24indirect
npm@angular-devkit/core19.2.27indirect
npm@angular-devkit/schematics19.2.24indirect
npm@angular-devkit/schematics19.2.27indirect
npm@angular-devkit/schematics-cli19.2.27indirect
npm@ant-design/colors6.0.0indirect
npm@ant-design/icons-svg4.5.0indirect
npm@ant-design/icons-vue7.0.1indirect
npm@antfu/utils0.7.10indirect
npm@apidevtools/json-schema-ref-parser11.7.2indirect
npm@apidevtools/json-schema-ref-parser14.0.1indirect
npm@apidevtools/openapi-schemas2.1.0indirect
npm@apidevtools/swagger-methods3.0.2indirect
npm@apidevtools/swagger-parser10.1.1indirect
npm@apidevtools/swagger-parser12.1.0indirect
npm@asamuzakjp/css-color3.2.0indirect
npm@babel/code-frame7.29.7indirect
npm@babel/compat-data7.29.7indirect
npm@babel/core7.29.7indirect
npm@babel/generator7.29.7indirect
npm@babel/generator7.29.8indirect
npm@babel/helper-compilation-targets7.29.7indirect
npm@babel/helper-globals7.29.7indirect
npm@babel/helper-module-imports7.29.7indirect
npm@babel/helper-module-transforms7.29.7indirect
npm@babel/helper-plugin-utils7.27.1indirect
npm@babel/helper-plugin-utils7.29.7indirect
npm@babel/helper-string-parser7.29.7indirect
npm@babel/helper-validator-identifier7.29.7indirect
npm@babel/helper-validator-option7.29.7indirect
npm@babel/helpers7.29.7indirect
npm@babel/parser7.29.7indirect
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npm@babel/plugin-syntax-async-generators7.8.4indirect
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npm@babel/plugin-syntax-class-properties7.12.13indirect
npm@babel/plugin-syntax-class-static-block7.14.5indirect
npm@babel/plugin-syntax-import-attributes7.29.7indirect
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npm@babel/plugin-syntax-jsx7.29.7indirect
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npm@carbon/icon-helpers10.80.0indirect
npm@carbon/icon-helpers10.83.0indirect
npm@carbon/icons-react11.86.0indirect
npm@carbon/icons-react11.89.0indirect
npm@carbon/layout11.57.0indirect
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npm@carbon/motion11.50.0indirect
npm@carbon/motion11.53.0indirect
npm@carbon/react1.114.0indirect
npm@carbon/react1.117.0indirect
npm@carbon/styles1.113.0indirect
npm@carbon/styles1.116.0indirect
npm@carbon/themes11.79.0indirect
npm@carbon/themes11.82.0indirect
npm@carbon/type11.65.0indirect
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npm@eslint-community/eslint-utils4.10.1indirect
npm@eslint-community/regexpp4.12.2indirect
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PyPIboto31.36.17indirect
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PyPIinfluxdb-client—indirect
PyPIinfluxdb-client1.50.0indirect
PyPIiniconfig2.3.0indirect
PyPIiniconfig2.3.1indirect
PyPIinquirerpy0.3.4indirect
PyPIinstaller1.0.1indirect
PyPIintel-extension-for-pytorch2.8.10+xpuindirect
PyPIipykernel7.3.0indirect
PyPIipython—indirect
PyPIipython8.10.0indirect
PyPIipywidgets8.1.9indirect
PyPIisodate0.7.2indirect
PyPIisoduration20.11.0indirect
PyPIisort—indirect
PyPIisort5.13.2indirect
PyPIisort8.0.1indirect
PyPIjaraco-classes3.4.0indirect
PyPIjaraco-context6.1.2indirect
PyPIjaraco-functools4.6.0indirect
PyPIjax0.6.2indirect
PyPIjaxlib0.6.2indirect
PyPIjedi0.20.0indirect
PyPIjeepney0.9.0indirect
PyPIjinja2—indirect
PyPIjinja23.1.6indirect
PyPIjiter0.12.0indirect
PyPIjiter0.16.0indirect
PyPIjmespath1.1.0indirect
PyPIjoblib1.5.3indirect
PyPIjoblib1.6.0indirect
PyPIjoserfc1.7.4indirect
PyPIjoserfc1.7.5indirect
PyPIjson50.15.0indirect
PyPIjsonpatch1.33indirect
PyPIjsonpatch1.35indirect
PyPIjsonpointer3.1.1indirect
PyPIjsonpointer3.2.1indirect
PyPIjsonref1.1.0indirect
PyPIjsonschema3.2.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-path0.5.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIjupyter1.1.1indirect
PyPIjupyter-builder1.2.2indirect
PyPIjupyter-client8.9.1indirect
PyPIjupyter-console6.6.3indirect
PyPIjupyter-core5.9.1indirect
PyPIjupyter-events0.12.1indirect
PyPIjupyter-lsp2.3.1indirect
PyPIjupyter-server2.20.0indirect
PyPIjupyter-server-terminals0.5.4indirect
PyPIjupyterlab—indirect
PyPIjupyterlab4.6.3indirect
PyPIjupyterlab-pygments0.3.0indirect
PyPIjupyterlab-server2.28.0indirect
PyPIjupyterlab-widgets3.0.17indirect
PyPIkafka-python2.0.2indirect
PyPIkeras3.15.1indirect
PyPIkeyring25.7.0indirect
PyPIkiwisolver1.5.1indirect
PyPIkokoro-onnx0.6.1indirect
PyPIlangchain1.4.5indirect
PyPIlangchain-huggingface1.2.1indirect
PyPIlangchain-milvus0.3.3indirect
PyPIlangchain-ollama1.0.1indirect
PyPIlangchain-openai1.2.1indirect
PyPIlangchain-postgres0.0.16indirect
PyPIlangchain-postgres0.0.17indirect
PyPIlangchain-protocol0.0.15indirect
PyPIlangchain-protocol0.0.18indirect
PyPIlangchain-protocol0.0.19indirect
PyPIlangchain-text-splitters1.1.2indirect
PyPIlangchain-vdms0.2.0indirect
PyPIlanggraph-checkpoint4.1.1indirect
PyPIlanggraph-checkpoint4.3.0indirect
PyPIlanggraph-prebuilt1.1.0indirect
PyPIlanggraph-sdk0.4.2indirect
PyPIlanggraph-sdk0.4.7indirect
PyPIlangsmith0.10.16indirect
PyPIlangsmith0.10.18indirect
PyPIlangsmith0.14.8indirect
PyPIlangsmith0.8.4indirect
PyPIlark1.3.1indirect
PyPIlazy-object-proxy1.12.0indirect
PyPIlibclang18.1.1indirect
PyPIlibrosa0.11.0indirect
PyPIllama-index-embeddings-openai0.6.0indirect
PyPIllama-index-instrumentation0.5.0indirect
PyPIllama-index-llms-openai0.7.10indirect
PyPIllama-index-workflows2.23.2indirect
PyPIllmlingua—indirect
PyPIllvmlite0.44.0indirect
PyPIlmdb1.3.0indirect
PyPIlocust2.43.4indirect
PyPIlocust-plugins5.0.0indirect
PyPIlxml6.1.1indirect
PyPIlxml6.1.3indirect
PyPIlz44.4.5indirect
PyPImanifold3d3.5.2indirect
PyPImapbox-earcut2.0.0indirect
PyPImarkdown3.10.2indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe3.0.3indirect
PyPImarkupsafe3.0.4indirect
PyPImarshmallow3.26.2indirect
PyPImarshmallow4.1.2indirect
PyPImarshmallow4.3.1indirect
PyPImatplotlib3.10.8indirect
PyPImatplotlib3.11.2indirect
PyPImatplotlib-inline0.2.2indirect
PyPImccabe0.7.0indirect
PyPImcp1.29.0indirect
PyPImcp1.30.0indirect
PyPImdurl0.1.2indirect
PyPImistune3.3.4indirect
PyPIml-dtypes0.5.4indirect
PyPIml-dtypes0.6.0indirect
PyPImodel-download1.0.1indirect
PyPImodelscope—indirect
PyPImore-itertools11.1.0indirect
PyPImoviepy1.0.3indirect
PyPImoviepy2.2.1indirect
PyPImpmath1.3.0indirect
PyPImultidict6.7.1indirect
PyPImultidict6.9.1indirect
PyPImypy—indirect
PyPImypy0.991indirect
PyPImypy-extensions1.1.0indirect
PyPInamex0.1.0indirect
PyPInarwhals2.24.0indirect
PyPInarwhals2.27.1indirect
PyPInbclient0.11.0indirect
PyPInbconvert7.17.1indirect
PyPInbformat5.11.1indirect
PyPInest-asyncio21.7.2indirect
PyPInetworkx3.4.2indirect
PyPInetworkx3.6.1indirect
PyPInetworkx3.7indirect
PyPIninja1.13.0indirect
PyPIninja1.13.2indirect
PyPInodeenv1.10.0indirect
PyPInotebook7.6.2indirect
PyPInotebook-shim0.2.4indirect
PyPIntplib0.4.0indirect
PyPInumba0.61.2indirect
PyPIollama0.6.2indirect
PyPIomegaconf2.3.1indirect
PyPIoneccl-bind-pt2.8.0+xpuindirect
PyPIonnx1.21.0indirect
PyPIonvif-zeep0.2.12indirect
PyPIopenai-whisper20250625indirect
PyPIopenapi-pydantic0.5.1indirect
PyPIopenapi-pydantic0.6.0indirect
PyPIopencv-python—indirect
PyPIopencv-python4.11.0.86indirect
PyPIopencv-python4.14.0.94indirect
PyPIopencv-python5.0.0.93indirect
PyPIopentelemetry-api1.30.0indirect
PyPIopentelemetry-api1.39.1indirect
PyPIopentelemetry-api1.42.1indirect
PyPIopentelemetry-api1.45.0indirect
PyPIopentelemetry-api1.45.1indirect
PyPIopentelemetry-exporter-otlp1.30.0indirect
PyPIopentelemetry-exporter-otlp1.39.1indirect
PyPIopentelemetry-exporter-otlp-proto-common1.39.1indirect
PyPIopentelemetry-exporter-otlp-proto-grpc1.30.0indirect
PyPIopentelemetry-exporter-otlp-proto-grpc1.39.1indirect
PyPIopentelemetry-exporter-otlp-proto-http1.39.1indirect
PyPIopentelemetry-exporter-prometheus0.51b0indirect
PyPIopentelemetry-instrumentation0.60b1indirect
PyPIopentelemetry-instrumentation-aiohttp-client0.60b1indirect
PyPIopentelemetry-instrumentation-asgi0.60b1indirect
PyPIopentelemetry-instrumentation-django0.60b1indirect
PyPIopentelemetry-instrumentation-falcon0.60b1indirect
PyPIopentelemetry-instrumentation-flask0.60b1indirect
PyPIopentelemetry-instrumentation-httpx0.60b1indirect
PyPIopentelemetry-instrumentation-pyramid0.60b1indirect
PyPIopentelemetry-instrumentation-requests0.60b1indirect
PyPIopentelemetry-instrumentation-starlette0.60b1indirect
PyPIopentelemetry-instrumentation-tornado0.60b1indirect
PyPIopentelemetry-instrumentation-urllib0.60b1indirect
PyPIopentelemetry-instrumentation-urllib30.60b1indirect
PyPIopentelemetry-instrumentation-wsgi0.60b1indirect
PyPIopentelemetry-proto1.39.1indirect
PyPIopentelemetry-semantic-conventions0.60b1indirect
PyPIopentelemetry-semantic-conventions0.63b1indirect
PyPIopentelemetry-util-http0.60b1indirect
PyPIopenvino-dev2024.6.0indirect
PyPIopenvino-genai—indirect
PyPIopenvino-genai2026.1.0.0indirect
PyPIopenvino-model-api0.2.5indirect
PyPIopenvino-model-api0.4.7indirect
PyPIopenvino-telemetry2025.2.0indirect
PyPIopenvino-tokenizers2026.1.0.0indirect
PyPIopenvino-tokenizers2026.3.0.0indirect
PyPIopenvino-tokenizers2026.4.0.0indirect
PyPIopt-einsum3.4.0indirect
PyPIoptimum—indirect
PyPIoptimum2.1.0indirect
PyPIoptimum2.2.0indirect
PyPIoptimum2.3.0indirect
PyPIoptimum-onnx0.1.0indirect
PyPIoptree0.20.0indirect
PyPIormsgpack1.12.2indirect
PyPIoverrides7.7.0indirect
PyPIovmsclient2023.1indirect
PyPIpackaging25.0indirect
PyPIpackaging26.2indirect
PyPIpackaging26.3indirect
PyPIpandocfilters1.5.1indirect
PyPIparso0.8.7indirect
PyPIpathable0.6.0indirect
PyPIpathspec1.1.1indirect
PyPIpathvalidate3.3.1indirect
PyPIpbs-installer2026.8.14indirect
PyPIpdfminer-six20251230indirect
PyPIpdfplumber0.11.9indirect
PyPIpexpect4.9.0indirect
PyPIpfzy0.3.4indirect
PyPIpgvector0.3.6indirect
PyPIpickleshare0.7.5indirect
PyPIpkginfo1.12.1.2indirect
PyPIplatformdirs4.11.0indirect
PyPIplatformdirs4.11.13indirect
PyPIplatformdirs4.11.3indirect
PyPIplatformdirs4.12.3indirect
PyPIplatformdirs4.13.0indirect
PyPIpluggy—indirect
PyPIpluggy1.6.0indirect
PyPIpoetry-core2.4.0indirect
PyPIpre-commit3.2.0indirect
PyPIprompt-toolkit3.0.53indirect
PyPIpropcache0.5.2indirect
PyPIpropcache0.5.4indirect
PyPIpsutil6.1.1indirect
PyPIpsutil7.1.3indirect
PyPIpsutil7.2.2indirect
PyPIpsycopg3.2.3indirect
PyPIpsycopg3.3.4indirect
PyPIpsycopg3.3.6indirect
PyPIpsycopg-binary3.2.3indirect
PyPIpsycopg-binary3.3.4indirect
PyPIpsycopg-binary3.3.6indirect
PyPIpsycopg-pool3.3.1indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpy-cpuinfo9.0.0indirect
PyPIpy-key-value-aio0.4.5indirect
PyPIpy-key-value-aio0.4.6indirect
PyPIpyannote-audio4.0.4indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycodestyle2.15.0indirect
PyPIpycollada0.9.3indirect
PyPIpycparser3.0indirect
PyPIpycparser3.11indirect
PyPIpycryptodome3.24.1indirect
PyPIpydantic-core2.41.5indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-core2.46.5indirect
PyPIpydantic-core2.50.1indirect
PyPIpydot3.0.4indirect
PyPIpydot4.0.1indirect
PyPIpydub0.25.1indirect
PyPIpyflakes4.0.3indirect
PyPIpyjwt2.13.0indirect
PyPIpyjwt2.15.1indirect
PyPIpylint2.15.10indirect
PyPIpylint3.3.9indirect
PyPIpymilvus2.5.8indirect
PyPIpymilvus2.6.17indirect
PyPIpymupdf1.24.13indirect
PyPIpyparsing3.3.2indirect
PyPIpyparsing3.3.3indirect
PyPIpypdfium25.12.1indirect
PyPIpyperclip1.11.0indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpyright1.1.409indirect
PyPIpytest-asyncio—indirect
PyPIpytest-asyncio1.3.0indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov—indirect
PyPIpytest-cov4.1.0indirect
PyPIpytest-cov6.3.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-env1.7.1indirect
PyPIpytest-html—indirect
PyPIpytest-html4.2.0indirect
PyPIpytest-metadata3.1.1indirect
PyPIpytest-mock—indirect
PyPIpytest-mock3.11.1indirect
PyPIpytest-mock3.15.1indirect
PyPIpytest-mock3.16.0indirect
PyPIpython-dateutil2.8.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.5.2indirect
PyPIpython-docx1.2.0indirect
PyPIpython-json-logger4.2.0indirect
PyPIpytokens0.4.1indirect
PyPIpytz2026.2indirect
PyPIpytz2026.3.post1indirect
PyPIpytz2026.5indirect
PyPIpywhispercpp1.5.0indirect
PyPIpywin32312indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpywinpty3.0.5indirect
PyPIpyzmq27.1.0indirect
PyPIrapidfuzz3.14.5indirect
PyPIredis—indirect
PyPIreferencing0.37.0indirect
PyPIregex2025.11.3indirect
PyPIregex2026.5.9indirect
PyPIregex2026.7.19indirect
PyPIregex2026.9.29indirect
PyPIrequests-file3.0.1indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIresponses—indirect
PyPIresponses0.26.3indirect
PyPIrfc3339-validator0.1.2indirect
PyPIrfc3339-validator0.1.4indirect
PyPIrfc3986-validator0.1.1indirect
PyPIrfc3987-syntax1.1.0indirect
PyPIrich15.0.0indirect
PyPIrich-rst2.1.0indirect
PyPIrich-rst2.2.0indirect
PyPIrpds-py0.30.0indirect
PyPIrpds-py2026.6.3indirect
PyPIrpds-py2026.9.1indirect
PyPIrtree1.4.1indirect
PyPIruff—indirect
PyPIruff0.15.14indirect
PyPIruff0.16.9indirect
PyPIruptures—indirect
PyPIs3transfer0.13.1indirect
PyPIs3transfer0.19.2indirect
PyPIsafehttpx0.1.7indirect
PyPIsafetensors0.7.0indirect
PyPIsafetensors0.8.0indirect
PyPIschedule1.2.2indirect
PyPIscikit-image—indirect
PyPIscikit-learn1.7.2indirect
PyPIscikit-learn1.9.0indirect
PyPIscikit-learn1.9.1indirect
PyPIscikit-learn-intelex2026.1.0indirect
PyPIscikit-learn-intelex-gpu2026.1.0indirect
PyPIscipy1.15.3indirect
PyPIscipy1.17.1indirect
PyPIscipy1.18.0indirect
PyPIscipy1.18.1indirect
PyPIseaborn0.13.2indirect
PyPIsecretstorage3.5.0indirect
PyPIsemantic-version2.10.0indirect
PyPIsemver3.1.0indirect
PyPIsend2trash2.1.0indirect
PyPIsensor-manager2026.3.0-devindirect
PyPIsentencepiece0.2.1indirect
PyPIshapely2.1.2indirect
PyPIshellingham1.5.4indirect
PyPIshortuuid1.0.13indirect
PyPIsimplejson3.20.2indirect
PyPIsix1.17.0indirect
PyPIsniffio1.3.1indirect
PyPIsoundfile0.13.1indirect
PyPIsoupsieve2.9.1indirect
PyPIsoupsieve2.9.2indirect
PyPIspeechbrain1.0.3indirect
PyPIsqlalchemy2.0.49indirect
PyPIsqlalchemy2.0.51indirect
PyPIsqlalchemy2.0.52indirect
PyPIstack-data0.6.3indirect
PyPIstriprtf0.0.26indirect
PyPIsvg-path7.1indirect
PyPIswagger-ui-bundle0.0.5indirect
PyPIsympy1.14.0indirect
PyPItabulate0.10.0indirect
PyPItenacity9.1.4indirect
PyPItenacity9.2.1indirect
PyPItensorflow2.21.0indirect
PyPItermcolor3.3.0indirect
PyPIterminado0.18.1indirect
PyPItext-unidecode1.3indirect
PyPIthop0.1.1.post2209072238indirect
PyPIthreadpoolctl3.6.0indirect
PyPIthreadpoolctl3.7.0indirect
PyPItimm1.0.30indirect
PyPItinycss21.5.1indirect
PyPItinytag2.3.0indirect
PyPItokenize-rt6.2.0indirect
PyPItokenizers0.21.4indirect
PyPItokenizers0.22.2indirect
PyPItokenizers0.23.1indirect
PyPItomli2.4.0indirect
PyPItomli2.4.1indirect
PyPItomlkit0.14.0indirect
PyPItomlkit0.15.1indirect
PyPItorchaudio2.11.0+cpuindirect
PyPItorchaudio2.8.0indirect
PyPItorchaudio2.8.0+cpuindirect
PyPItornado6.5.7indirect
PyPItornado6.5.8indirect
PyPItqdm4.67.0indirect
PyPItqdm4.67.1indirect
PyPItqdm4.67.3indirect
PyPItqdm4.70.0indirect
PyPItqdm4.70.1indirect
PyPItraitlets5.16.1indirect
PyPItree-sitter0.26.0indirect
PyPItree-sitter-languages1.10.2indirect
PyPItrimesh5.0.0indirect
PyPItrove-classifiers2026.6.1.19indirect
PyPItruststore0.10.5indirect
PyPItyper0.25.1indirect
PyPItyper0.26.2indirect
PyPItyper0.27.1indirect
PyPItyper0.27.3indirect
PyPItyper-slim0.24.0indirect
PyPItypes-cffi2.0.0.20260518indirect
PyPItypes-deprecated1.3.1.20260728indirect
PyPItypes-docutils0.22.3.20260724indirect
PyPItypes-pillow10.2.0.20240822indirect
PyPItypes-protobuf4.25.0.20240417indirect
PyPItypes-pyopenssl24.1.0.20240722indirect
PyPItypes-pyyaml6.0.12.20260815indirect
PyPItypes-redis4.5.5.0indirect
PyPItypes-requests2.28.11.8indirect
PyPItypes-requests2.33.0.20260712indirect
PyPItypes-setuptools67.1.0.0indirect
PyPItypes-urllib31.26.25.14indirect
PyPItyping—indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspect0.9.0indirect
PyPItyping-inspection0.4.2indirect
PyPItyping-inspection0.4.4indirect
PyPItzdata2026.2indirect
PyPItzdata2026.3indirect
PyPItzdata2026.5indirect
PyPItzlocal5.4.4indirect
PyPIultralytics8.2.3indirect
PyPIultralytics8.3.201indirect
PyPIuncalled-for0.3.2indirect
PyPIuncalled-for0.4.0indirect
PyPIuri-template1.3.0indirect
PyPIuuid-utils0.15.0indirect
PyPIuuid-utils0.17.0indirect
PyPIuuid-utils0.17.1indirect
PyPIuvloop0.22.1indirect
PyPIvdms0.0.23indirect
PyPIvhacdx0.0.10indirect
PyPIvirtualenv21.7.4indirect
PyPIwatchdog6.0.0indirect
PyPIwatchfiles1.2.0indirect
PyPIwatchfiles1.3.0indirect
PyPIwcwidth0.8.2indirect
PyPIwcwidth0.9.2indirect
PyPIwebcolors25.10.0indirect
PyPIwebencodings0.6.1indirect
PyPIwebsocket-client1.9.0indirect
PyPIwebsockets15.0.1indirect
PyPIwebsockets16.1.1indirect
PyPIwebsockets17.0.1indirect
PyPIwebsockets17.2indirect
PyPIwheel0.48.0indirect
PyPIwidgetsnbextension4.0.16indirect
PyPIword2number1.1indirect
PyPIwrapt1.17.3indirect
PyPIwrapt2.5.0indirect
PyPIxattr1.3.0indirect
PyPIxmltodict0.15.1indirect
PyPIxxhash3.7.0indirect
PyPIxxhash3.8.1indirect
PyPIxxhash4.0.0indirect
PyPIxxhash4.0.1indirect
PyPIyarl1.23.0indirect
PyPIyarl1.24.5indirect
PyPIyarl1.25.1indirect
PyPIzeep4.3.3indirect
PyPIzipp4.1.0indirect
PyPIzipp4.1.1indirect
PyPIzstandard0.25.0indirect
Dependency advisories not assessed

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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 v0.34.0 — full methodology · metrics wiki.

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