公开记录
软件健康报告模式 0.31.0 · 指标 2.10.0 · 2026-08-17 00:17 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★ 156 星标⑂ 139 复刻始于 2025年3月在 GitHub 上查看 ↗
类型网络服务MCP 服务器如何判定

open-edge-platform/edge-ai-libraries 的健康指数为 100 分中的 19 分,处于「危急」区间。 其得分最高的类别是Vitality(97/100),最低的是Security(19/100)。 最近一次更新在 2 天前。 近期的大部分工作由 15 位贡献者完成。

19
总分 / 100
危急

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均,再依据公开记录的分布进行校准,使各等级具有百分位含义;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 34(存在风险)的上限。

19
卓越93-100公开记录中的最高层级(约前 5%);基本满足所有检验标准
优秀80-92各方面均表现强劲;仅有少量不足
良好65-79健康;不足之处有限且可控
中等50-64可接受,但存在明显不足;建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节;采用时应保持审慎
危急1-19问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

加权总体分 74 经校准后在公布的指数量表上为 88(记录校准 2026-08-02)。 被报告为恶意包的依赖对加权总体健康应用 35% 的乘数,并对其设置“严重”上限 19。

所有权

426 关注者61 个公开仓库始于 2025年2月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPImetrics-manager指向其他仓库——不计分0.3.0-182510 天前
PyPIinference-router指向其他仓库——不计分0.0.2-2135 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

97卓越 · 占总体的 21%
评分方式
36/36推送新近度最近一次推送于 2 天前
36/36提交节奏52 周中有 52 周有提交
18/18提交量最近一年 1,179 次提交
0/10OpenSSF Scorecard:Maintained无数据
所用输入
commits_last_year1,179
human_commit_share0.97
days_since_last_push2
active_weeks_last_year52

发布纪律

92优秀
评分方式
27/27有发布版本已发布 6 个发布版本
36/36发布时效最近一次发布版本于 59 天前
19.8/27发布节奏约每 83.2 天发布一次
0/10OpenSSF Scorecard:Signed-Releases无数据
所用输入
releases_count6
latest_release_tag2026.1
releases_from_tags
days_since_latest_release59
mean_days_between_releases83.2

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

75良好 · 占总体的 17%
评分方式
35.5/60星标156 个星标
17.8/25复刻139 个复刻
8.1/15关注者30 位关注者
所用输入
forks139
stars156
watchers30
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
readme_badges5
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_servicesshields.io
has_pull_request_template

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

89优秀 · 占总体的 23%
评分方式
54/54巴士系数15 位贡献者贡献了半数提交
21.3/22.5提交分布头号贡献者编写了 5% 的提交
13.5/13.5贡献者广度99 位贡献者
0/10OpenSSF Scorecard:Contributors无数据
所用输入
bus_factor15
contributors_sampled99
top_contributor_share0.054
评分方式
36/42议题解决86% 的议题已关闭
25/30PR 接受已裁定的 PR 中 2,230/2,678 已合并
0/13Newcomer PR acceptance30 天内没有首次贡献者的 PR 得到裁决
0/15OpenSSF Scorecard:Code-Review无数据
所用输入
merged_prs2,230
open_issues6
closed_issues36
prs_merged_7d54
prs_decided_7d55
prs_merged_30d54
prs_decided_30d55
issue_closed_ratio0.857
closed_unmerged_prs448
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
已排除计分(无数据或不适用):Newcomer PR acceptance。 其余权重已重新归一化。
评分方式
30/30所有权背书组织持有
0/20已验证域名未读取该组织的域名验证状态
18.9/25所有者影响力open-edge-platform 有 426 位关注者
16/25既往记录61 个公开仓库,账户约 1 年
所用输入
followers426
owner_typeOrganization
is_verified
owner_loginopen-edge-platform
public_repos61
account_age_days551
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。

工程质量

基础的工程与文档实践是否到位?

72良好 · 占总体的 19%

工程实践

80优秀
评分方式
24/24CI 工作流33 个工作流
24/24存在测试
16/16Linter 配置eslint.config.js, eslint.config.mjs
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

60中等
评分方式
30/30README
0/25文档目录
0/15文档 / 主页站点
10/10仓库描述
10/10主题标签4 个主题标签
10/10Wiki
所用输入
topicslibraries, microservices, samples, tools
has_wiki
homepage
docs_site
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

19危急 · 占总体的 16%

安全态势

19危急
评分方式
30/30安全策略(SECURITY.md)
25/25Dependabot 配置
0/25依赖锁定文件没有依赖清单——不适用
20/20CodeQL 工作流
所用输入
sourcefile_signals
lockfilespackage-lock.json, poetry.lock, uv.lock
manifests
has_codeql_workflow
has_security_policy
has_dependabot_config
malicious_dependency_cap19
malicious_dependency_multiplier35
security_posture_before_malicious100
已排除计分(无数据或不适用):依赖锁定文件。 其余权重已重新归一化。 被报告为恶意包的依赖对安全态势应用 35% 的乘数,并对其设置“严重”上限 19。
评分方式
1.7/35直接依赖不含已知公告28 个受影响:pillow 12.2.0 (critical 9.1), aiohttp 3.13.5 (high 7.5), gradio 6.14.0 (high 7.5),另有 25 个
0/25间接依赖不含已知公告在此范围内,传递依赖集合无法与开发和测试依赖区分
12.3/40没有长期未处理的公告12 个携带公告的软件包超过 90 天未处理;最早一条发布于 503 天前
所用输入
sourceosv
advisories330
affected_packages62
assessed_packages2,851
unassessed_packages68
affected_by_severitycritical 2, high 29, moderate 14, low 1, unknown 16
direct_affected_packages28
已排除计分(无数据或不适用):间接依赖不含已知公告。 其余权重已重新归一化。 已将 2851 个已解析依赖与 OSV 比对。 有 68 项无法评估——没有已解析的版本、生态系统不受支持,或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。

90优秀 · 占总体的 4%
评分方式
45/45代理指令.github/copilot-instructions.md, microservices/multimodal-embedding-serving/AGENTS.md, microservices/multimodal-embedding-serving/CLAUDE.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
0/15机器可读文档(llms.txt)
40/40可读的提交历史97 次人类提交中有 84 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
llms_txt_url
legible_history_share0.866
agent_instruction_files.github/copilot-instructions.md, microservices/multimodal-embedding-serving/AGENTS.md, microservices/multimodal-embedding-serving/CLAUDE.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_bytes16,142
评分方式
18/18一条命令的引导启动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, 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
22/22自动化测试
11/11Lint / 格式化配置eslint.config.js, eslint.config.mjs
11/11静态类型检查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
10/10可复现环境Dockerfile, lockfile
4/10已体现的代理实践最近 100 次提交中有 2 次由代理编写或署名代理
8/8自动化维护最近 100 次提交中有 3 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies无数据
所用输入
has_nix
has_tests
lockfilespackage-lock.json, poetry.lock, uv.lock
has_dockerfile
typed_language
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, 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_devcontainer
has_linter_config
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_share0.02
toolchain_manifestssample-applications/video-search-and-summarization/cli/go.mod
dependency_bot_commit_share0.03
评分方式
27/45可类型检查的代码Python,已配置类型检查(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)
54.5/55可控的文件大小采样的 2,255 个源文件中有 22 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes318,267
source_files_sampled2,255
oversized_source_files22
评分方式
40/40API 模式(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/api-docs/openapi.yaml, sample-applications/video-search-and-summarization/search-ms/docs/user-guide/api-docs/openapi.yaml
20/20MCP 服务器
40/40可运行示例example, examples, notebooks, sample, samples
所用输入
example_dirsexample, examples, notebooks, sample, samples
has_mcp_signal
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/api-docs/openapi.yaml, sample-applications/video-search-and-summarization/search-ms/docs/user-guide/api-docs/openapi.yaml
interfaces_expected_ofnetwork-service

关键数据

156GitHub 星标
99贡献者
1,179最近 12 个月提交数
2距最近推送天数
6发布版本数
15巴士系数(bus factor)
6开放议题
软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 20 authors (cap 12)
  • Could not fetch pypi package 'kvweave.kvweave_quant' 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
  • pypi package 'metrics-manager' points at a different repository (http://pypi.python.org/pypi/metrics_manager/); excluded from ecosystem scoring
  • pypi package 'inference-router' points at a different repository (https://github.com/saidkaban/inference-router); excluded from ecosystem scoring
  • Could not fetch pypi package 'alert-agent-service' from its registry
  • Advisory severity resolved for 120 of 190 advisories (lookup cap); the remainder are reported as unknown severity
  • OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks

更多细节

Star 与 Fork 历史 0 ★ / 139 ⇿
0Star
139Fork
6发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

025507510012515013752025-042025-122026-08
主版本 1次版本 1修订 0

每个点涵盖 2 天。

直接依赖 131
注册表软件包版本约束清单文件
PyPIrequests>=2.31libraries/adaptive-token-compressor/pyproject.toml
PyPItiktoken>=0.7libraries/adaptive-token-compressor/pyproject.toml
PyPIcachetools>=5.3libraries/adaptive-token-compressor/pyproject.toml
PyPIclaw-compactor>=7,<8libraries/adaptive-token-compressor/pyproject.toml
PyPItorch==2.11.0+xpulibraries/kv-quant-offload/pyproject.toml
PyPInumpylibraries/kv-quant-offload/pyproject.toml
PyPIfastapi==0.136.3microservices/agent-quality-handler/pyproject.toml
PyPIlanggraph==1.2.4microservices/agent-quality-handler/pyproject.toml
PyPIopenai==2.41.1microservices/agent-quality-handler/pyproject.toml
PyPIpaho-mqtt==2.1.0microservices/agent-quality-handler/pyproject.toml
PyPIpydantic==2.13.4microservices/agent-quality-handler/pyproject.toml
PyPIpyyaml==6.0.3microservices/agent-quality-handler/pyproject.toml
PyPIrequests==2.34.2microservices/agent-quality-handler/pyproject.toml
PyPIuvicorn==0.49.0microservices/agent-quality-handler/pyproject.toml
PyPIfastapi==0.141.1microservices/alert-agent-service/pyproject.toml
PyPIuvicorn==0.49.0microservices/alert-agent-service/pyproject.toml
PyPIsse-starlette==2.3.6microservices/alert-agent-service/pyproject.toml
PyPIpydantic==2.13.4microservices/alert-agent-service/pyproject.toml
PyPIgoogle-adk>=2.6.0microservices/alert-agent-service/pyproject.toml
PyPIlitellm>=1.94.1microservices/alert-agent-service/pyproject.toml
PyPIorjson>=3.11.9microservices/alert-agent-service/pyproject.toml
PyPIaiohttp>=3.14.3microservices/alert-agent-service/pyproject.toml
PyPIpaho-mqtt>=2.1.0microservices/alert-agent-service/pyproject.toml
PyPIpyyaml>=6.0.3microservices/alert-agent-service/pyproject.toml
PyPIfastmcp==3.4.5microservices/alert-agent-service/pyproject.toml
PyPIfastapi>=0.109.0microservices/behavioral-analysis/pyproject.toml
PyPIuvicorn>=0.27.0microservices/behavioral-analysis/pyproject.toml
PyPIpydantic>=2.5.0microservices/behavioral-analysis/pyproject.toml
PyPIpydantic-settings>=2.1.0microservices/behavioral-analysis/pyproject.toml
PyPIpython-multipart>=0.0.6microservices/behavioral-analysis/pyproject.toml
PyPIopencv-python-headless>=4.9.0microservices/behavioral-analysis/pyproject.toml
PyPIaioboto3>=12.0.0microservices/behavioral-analysis/pyproject.toml
PyPIhttpx>=0.26.0microservices/behavioral-analysis/pyproject.toml
PyPIpyyaml>=6.0microservices/behavioral-analysis/pyproject.toml
PyPIpaho-mqtt>=1.6.1,<2.0microservices/behavioral-analysis/pyproject.toml
PyPIfastapi>=0.104.0microservices/inference-router/pyproject.toml
PyPIlitellm==1.86.1microservices/inference-router/pyproject.toml
PyPIuvicorn>=0.24.0microservices/inference-router/pyproject.toml
PyPIpydantic>=2.0.0microservices/inference-router/pyproject.toml
PyPIpyyaml>=6.0.0microservices/inference-router/pyproject.toml
PyPIrequests>=2.31.0microservices/inference-router/pyproject.toml
PyPItiktoken>=0.8.0microservices/inference-router/pyproject.toml
PyPIgunicorn>=21.2.0microservices/inference-router/pyproject.toml
PyPIfastapi==0.128.0microservices/metrics-manager/pyproject.toml
PyPIuvicorn==0.40.0microservices/metrics-manager/pyproject.toml
PyPIpydantic>=2.0.0microservices/metrics-manager/pyproject.toml
PyPIpydantic-settings>=2.0.0microservices/metrics-manager/pyproject.toml
PyPIaiohttp>=3.9.0microservices/metrics-manager/pyproject.toml
PyPIhttpx>=0.27.0microservices/metrics-manager/pyproject.toml
PyPIprometheus-client>=0.20.0microservices/metrics-manager/pyproject.toml
PyPIfastapi>=0.121.3microservices/model-download/pyproject.toml
PyPIpydantic==2.12.4microservices/model-download/pyproject.toml
PyPIpython-multipart>=0.0.9microservices/model-download/pyproject.toml
PyPIstructlog==25.1.0microservices/model-download/pyproject.toml
PyPIuvicorn==0.38.0microservices/model-download/pyproject.toml
PyPIPyYAML==6.0.2microservices/model-download/pyproject.toml
PyPIhuggingface-hub==0.36.2microservices/model-download/pyproject.toml
PyPIPillow^12.3.0microservices/multilevel-video-understanding/pyproject.toml
PyPItransformers^5.0.0rc3microservices/multilevel-video-understanding/pyproject.toml
PyPIfastapi^0.141.1microservices/multilevel-video-understanding/pyproject.toml
PyPIuvicorn^0.32.1microservices/multilevel-video-understanding/pyproject.toml
PyPIgunicorn^23.0.0microservices/multilevel-video-understanding/pyproject.toml
PyPIpython-multipart^0.0.30microservices/multilevel-video-understanding/pyproject.toml
PyPIpydantic^2.11.5microservices/multilevel-video-understanding/pyproject.toml
PyPIpydantic-settings^2.9.1microservices/multilevel-video-understanding/pyproject.toml
PyPIsetuptools^83.0.0microservices/multilevel-video-understanding/pyproject.toml
PyPIdecord^0.6.0microservices/multilevel-video-understanding/pyproject.toml
PyPIopenai^1.93.1microservices/multilevel-video-understanding/pyproject.toml
PyPIstarlette^1.3.1microservices/multilevel-video-understanding/pyproject.toml
PyPIurllib3^2.7.0microservices/multilevel-video-understanding/pyproject.toml
PyPIpytest^9.0.3microservices/multilevel-video-understanding/pyproject.toml
PyPIhuggingface-hub^1.3.0microservices/multilevel-video-understanding/pyproject.toml
PyPIidna^3.15microservices/multilevel-video-understanding/pyproject.toml
PyPIpython-dotenv^1.2.2microservices/multilevel-video-understanding/pyproject.toml
PyPIrequests^2.33.0microservices/multilevel-video-understanding/pyproject.toml
PyPIPygments^2.20.0microservices/multilevel-video-understanding/pyproject.toml
PyPIfastapi>=0.121.3,<1.0.0microservices/multimodal-embedding-serving/pyproject.toml
PyPIuvicorn>=0.38.0,<1.0.0microservices/multimodal-embedding-serving/pyproject.toml
PyPIgunicorn^26.0.0microservices/multimodal-embedding-serving/pyproject.toml
PyPIpydantic-settings^2.10.1microservices/multimodal-embedding-serving/pyproject.toml
PyPIopencv-python-headless>=4.13.0.92,<6.0.0.0microservices/multimodal-embedding-serving/pyproject.toml
PyPIeinops>=0.8.1,<1.0.0microservices/multimodal-embedding-serving/pyproject.toml
PyPIav^18.0.0microservices/multimodal-embedding-serving/pyproject.toml
PyPIopenvino^2026.0.0microservices/multimodal-embedding-serving/pyproject.toml
PyPIoptimum-intelmicroservices/multimodal-embedding-serving/pyproject.toml
PyPIhttpx>=0.27.2,<1.0.0microservices/multimodal-embedding-serving/pyproject.toml
PyPIcn-clip^1.6.0microservices/multimodal-embedding-serving/pyproject.toml
PyPIopen-clip-torch^3.1.0microservices/multimodal-embedding-serving/pyproject.toml
PyPInncf^3.0.0microservices/multimodal-embedding-serving/pyproject.toml
PyPIprotobuf>=5.29.6,<8.0.0microservices/multimodal-embedding-serving/pyproject.toml
PyPItorch^2.8.0microservices/multimodal-embedding-serving/pyproject.toml
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
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^0.0.27sample-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
全部依赖 2,919

来自 GitHub 依赖图的完整解析依赖集合:224 个直接依赖与 2,695 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
PyPIaioboto3直接
PyPIaiohttp直接
PyPIaiohttp3.13.5直接
PyPIaiohttp3.14.3直接
PyPIav13.1.0直接
PyPIav18.0.0直接
PyPIcachetools直接
PyPIcachetools7.0.6直接
PyPIcachetools7.1.4直接
PyPIcachetools7.1.6直接
PyPIcachetools7.1.7直接
PyPIclaw-compactor直接
PyPIcn-clip1.6.0直接
PyPIdecord直接
PyPIdecord0.6.0直接
PyPIdocx2txt0.8直接
PyPIdocx2txt0.9直接
PyPIeinops0.8.2直接
PyPIfaiss-cpu1.11.0直接
PyPIfaiss-cpu1.15.0直接
PyPIfastapi直接
PyPIfastapi0.116.1直接
PyPIfastapi0.120.2直接
PyPIfastapi0.121.3直接
PyPIfastapi0.128.0直接
PyPIfastapi0.135.0直接
PyPIfastapi0.136.1直接
PyPIfastapi0.136.3直接
PyPIfastapi0.140.0直接
PyPIfastapi0.140.13直接
PyPIfastapi0.141.1直接
PyPIfastmcp3.2.4直接
PyPIfastmcp3.4.4直接
PyPIfastmcp3.4.5直接
PyPIgoogle-adk2.6.2直接
PyPIgradio6.14.0直接
PyPIgunicorn直接
PyPIgunicorn23.0.0直接
PyPIgunicorn26.0.0直接
PyPIhttpx直接
PyPIhttpx0.27.2直接
PyPIhttpx0.28.1直接
PyPIhuggingface-hub直接
PyPIhuggingface-hub0.34.4直接
PyPIhuggingface-hub0.36.2直接
PyPIhuggingface-hub1.15.0直接
PyPIhuggingface-hub1.16.1直接
PyPIhuggingface-hub1.19.0直接
PyPIhuggingface-hub1.21.0直接
PyPIhuggingface-hub1.26.0直接
PyPIidna3.13直接
PyPIidna3.15直接
PyPIidna3.16直接
PyPIidna3.18直接
PyPIlangchain-classic1.0.7直接
PyPIlangchain-classic1.0.8直接
PyPIlangchain-community直接
PyPIlangchain-community0.4.1直接
PyPIlangchain-community0.4.2直接
PyPIlangchain-core直接
PyPIlangchain-core1.3.3直接
PyPIlangchain-core1.4.5直接
PyPIlangchain-core1.5.1直接
PyPIlangchain-core1.5.3直接
PyPIlangchain-core1.5.4直接
PyPIlanggraph1.2.4直接
PyPIlanggraph1.2.9直接
PyPIlitellm1.86.1直接
PyPIlitellm1.95.0直接
PyPIllama-index0.14.22直接
PyPIllama-index-core0.14.22直接
PyPIllama-index-llms-openai-like0.7.2直接
PyPIllama-index-readers-file0.6.0直接
PyPIminio直接
PyPIminio7.2.20直接
PyPIminio7.2.9直接
PyPInest-asyncio1.6.0直接
PyPInltk3.9.4直接
PyPInncf3.1.0直接
PyPInncf3.2.0直接
PyPInncf3.3.0直接
PyPInumpy直接
PyPInumpy1.26.4直接
PyPInumpy2.2.6直接
PyPInumpy2.3.5直接
PyPInumpy2.4.4直接
PyPInumpy2.4.6直接
PyPInumpy2.5.1直接
PyPIopen-clip-torch3.3.0直接
PyPIopenai直接
PyPIopenai1.109.1直接
PyPIopenai2.37.0直接
PyPIopenai2.41.1直接
PyPIopenai2.53.0直接
PyPIopencv-python-headless直接
PyPIopencv-python-headless4.13.0.92直接
PyPIopencv-python-headless4.14.0.94直接
PyPIopencv-python-headless5.0.0.93直接
PyPIopenlit1.42.0直接
PyPIopentelemetry-instrumentation-fastapi0.60b1直接
PyPIopentelemetry-sdk1.30.0直接
PyPIopentelemetry-sdk1.39.1直接
PyPIopentelemetry-sdk1.42.1直接
PyPIopenvino直接
PyPIopenvino2024.5.0直接
PyPIopenvino2024.6.0直接
PyPIopenvino2025.4.1直接
PyPIopenvino2026.1.0直接
PyPIopenvino2026.2.1直接
PyPIopenvino2026.3.0直接
PyPIoptimum-intel1.27.0直接
PyPIoptimum-intel2.0.0直接
PyPIorjson3.11.6直接
PyPIorjson3.11.9直接
PyPIpaho-mqtt直接
PyPIpaho-mqtt1.5.1直接
PyPIpaho-mqtt1.6.1直接
PyPIpaho-mqtt2.1.0直接
PyPIpandas2.2.3直接
PyPIpandas2.3.3直接
PyPIpandas3.0.5直接
PyPIpillow直接
PyPIpillow12.2.0直接
PyPIpillow12.3.0直接
PyPIpoetry2.4.1直接
PyPIprometheus-client直接
PyPIprometheus-client0.21.1直接
PyPIprometheus-client0.25.0直接
PyPIprotobuf5.29.6直接
PyPIprotobuf6.33.6直接
PyPIprotobuf7.34.0直接
PyPIprotobuf7.34.1直接
PyPIprotobuf7.35.1直接
PyPIpyarrow20.0.0直接
PyPIpyarrow25.0.1直接
PyPIpydantic直接
PyPIpydantic2.10.6直接
PyPIpydantic2.11.7直接
PyPIpydantic2.12.4直接
PyPIpydantic2.12.5直接
PyPIpydantic2.13.3直接
PyPIpydantic2.13.4直接
PyPIpydantic2.8.2直接
PyPIpydantic-settings直接
PyPIpydantic-settings2.12.0直接
PyPIpydantic-settings2.14.0直接
PyPIpydantic-settings2.14.1直接
PyPIpydantic-settings2.14.2直接
PyPIpydantic-settings2.15.0直接
PyPIpygments2.20.0直接
PyPIpypdf6.11.0直接
PyPIpypdf6.15.0直接
PyPIpytest直接
PyPIpytest7.2.1直接
PyPIpytest8.3.5直接
PyPIpytest9.0.3直接
PyPIpytest9.1.1直接
PyPIpython-dotenv直接
PyPIpython-dotenv1.2.2直接
PyPIpython-multipart直接
PyPIpython-multipart0.0.27直接
PyPIpython-multipart0.0.29直接
PyPIpython-multipart0.0.30直接
PyPIpython-multipart0.0.32直接
PyPIpyyaml直接
PyPIpyyaml6.0.2直接
PyPIpyyaml6.0.3直接
PyPIrequests直接
PyPIrequests2.33.0直接
PyPIrequests2.33.1直接
PyPIrequests2.34.2直接
PyPIsetuptools直接
PyPIsetuptools82.0.1直接
PyPIsetuptools83.0.0直接
PyPIsetuptools84.0.0直接
PyPIsse-starlette2.3.6直接
PyPIsse-starlette3.4.1直接
PyPIsse-starlette3.4.5直接
PyPIstarlette0.49.3直接
PyPIstarlette1.0.0直接
PyPIstarlette1.3.1直接
PyPIstarlette1.4.1直接
PyPIstarlette1.6.0直接
PyPIstructlog直接
PyPIstructlog25.1.0直接
PyPItiktoken直接
PyPItiktoken0.13.0直接
PyPItorch直接
PyPItorch2.11.0+cpu直接
PyPItorch2.11.0+xpu直接
PyPItorch2.13.0直接
PyPItorch2.13.0+cpu直接
PyPItorch2.8.0直接
PyPItorch2.8.0+cpu直接
PyPItorch2.9.1直接
PyPItorch2.9.1+cpu直接
PyPItorchvision0.23.0直接
PyPItorchvision0.23.0+cpu直接
PyPItorchvision0.24.1+cpu直接
PyPItorchvision0.28.0+cpu直接
PyPItransformers直接
PyPItransformers4.53.3直接
PyPItransformers4.57.3直接
PyPItransformers4.57.6直接
PyPItransformers5.0.0直接
PyPItransformers5.5.0直接
PyPItransformers5.5.4直接
PyPItransformers5.9.0直接
PyPIurllib3直接
PyPIurllib32.7.0直接
PyPIuvicorn直接
PyPIuvicorn0.22.0直接
PyPIuvicorn0.32.1直接
PyPIuvicorn0.34.0直接
PyPIuvicorn0.34.3直接
PyPIuvicorn0.35.0直接
PyPIuvicorn0.38.0直接
PyPIuvicorn0.40.0直接
PyPIuvicorn0.41.0直接
PyPIuvicorn0.46.0直接
PyPIuvicorn0.48.0直接
PyPIuvicorn0.49.0直接
PyPIuvicorn0.51.0直接
PyPIuvicorn0.52.1直接
Gogithub.com/alecthomas/chroma/v2v2.14.0间接
Gogithub.com/aymanbagabas/go-osc52/v2v2.0.1间接
Gogithub.com/aymerick/douceurv0.2.0间接
Gogithub.com/charmbracelet/bubblesv0.15.0间接
Gogithub.com/charmbracelet/bubbleteav0.25.0间接
Gogithub.com/charmbracelet/colorprofilev0.2.3-0.20250311203215-f60798e515dc间接
Gogithub.com/charmbracelet/glamourv0.10.0间接
Gogithub.com/charmbracelet/harmonicav0.2.0间接
Gogithub.com/charmbracelet/lipglossv1.1.1-0.20250404203927-76690c660834间接
Gogithub.com/charmbracelet/x/ansiv0.8.0间接
Gogithub.com/charmbracelet/x/cellbufv0.0.13间接
Gogithub.com/charmbracelet/x/exp/slicev0.0.0-20250327172914-2fdc97757edf间接
Gogithub.com/charmbracelet/x/termv0.2.1间接
Gogithub.com/containerd/consolev1.0.4-0.20230313162750-1ae8d489ac81间接
Gogithub.com/dlclark/regexp2v1.11.0间接
Gogithub.com/gorilla/cssv1.0.1间接
Gogithub.com/lucasb-eyer/go-colorfulv1.2.0间接
Gogithub.com/mattn/go-isattyv0.0.20间接
Gogithub.com/mattn/go-localereaderv0.0.1间接
Gogithub.com/mattn/go-runewidthv0.0.16间接
Gogithub.com/microcosm-cc/bluemondayv1.0.27间接
Gogithub.com/muesli/ansiv0.0.0-20211018074035-2e021307bc4b间接
Gogithub.com/muesli/cancelreaderv0.2.2间接
Gogithub.com/muesli/reflowv0.3.0间接
Gogithub.com/muesli/termenvv0.16.0间接
Gogithub.com/rivo/unisegv0.4.7间接
Gogithub.com/xo/terminfov0.0.0-20220910002029-abceb7e1c41e间接
Gogithub.com/yuin/goldmarkv1.7.8间接
Gogithub.com/yuin/goldmark-emojiv1.0.5间接
Gogolang.org/x/netv0.38.0间接
Gogolang.org/x/syncv0.13.0间接
Gogolang.org/x/sysv0.32.0间接
Gogolang.org/x/termv0.31.0间接
Gogolang.org/x/textv0.24.0间接
Gogopkg.in/yaml.v2v2.4.0间接
npm@adobe/css-tools4.5.0间接
npm@angular-devkit/core19.2.24间接
npm@angular-devkit/core19.2.27间接
npm@angular-devkit/schematics19.2.24间接
npm@angular-devkit/schematics19.2.27间接
npm@angular-devkit/schematics-cli19.2.27间接
npm@ant-design/colors6.0.0间接
npm@ant-design/icons-svg4.5.0间接
npm@ant-design/icons-vue7.0.1间接
npm@antfu/utils0.7.10间接
npm@apidevtools/json-schema-ref-parser11.7.2间接
npm@apidevtools/json-schema-ref-parser14.0.1间接
npm@apidevtools/openapi-schemas2.1.0间接
npm@apidevtools/swagger-methods3.0.2间接
npm@apidevtools/swagger-parser10.1.1间接
npm@apidevtools/swagger-parser12.1.0间接
npm@asamuzakjp/css-color3.2.0间接
npm@babel/code-frame7.29.7间接
npm@babel/compat-data7.29.7间接
npm@babel/core7.29.7间接
npm@babel/generator7.29.7间接
npm@babel/generator7.29.8间接
npm@babel/helper-compilation-targets7.29.7间接
npm@babel/helper-globals7.29.7间接
npm@babel/helper-module-imports7.29.7间接
npm@babel/helper-module-transforms7.29.7间接
npm@babel/helper-plugin-utils7.27.1间接
npm@babel/helper-plugin-utils7.29.7间接
npm@babel/helper-string-parser7.29.7间接
npm@babel/helper-validator-identifier7.29.7间接
npm@babel/helper-validator-option7.29.7间接
npm@babel/helpers7.29.7间接
npm@babel/parser7.29.7间接
npm@babel/parser7.29.8间接
npm@babel/plugin-syntax-async-generators7.8.4间接
npm@babel/plugin-syntax-bigint7.8.3间接
npm@babel/plugin-syntax-class-properties7.12.13间接
npm@babel/plugin-syntax-class-static-block7.14.5间接
npm@babel/plugin-syntax-import-attributes7.29.7间接
npm@babel/plugin-syntax-import-meta7.10.4间接
npm@babel/plugin-syntax-json-strings7.8.3间接
npm@babel/plugin-syntax-jsx7.29.7间接
npm@babel/plugin-syntax-logical-assignment-operators7.10.4间接
npm@babel/plugin-syntax-nullish-coalescing-operator7.8.3间接
npm@babel/plugin-syntax-numeric-separator7.10.4间接
npm@babel/plugin-syntax-object-rest-spread7.8.3间接
npm@babel/plugin-syntax-optional-catch-binding7.8.3间接
npm@babel/plugin-syntax-optional-chaining7.8.3间接
npm@babel/plugin-syntax-private-property-in-object7.14.5间接
npm@babel/plugin-syntax-top-level-await7.14.5间接
npm@babel/plugin-syntax-typescript7.29.7间接
npm@babel/plugin-transform-react-jsx-self7.27.1间接
npm@babel/plugin-transform-react-jsx-self7.29.7间接
npm@babel/plugin-transform-react-jsx-source7.27.1间接
npm@babel/plugin-transform-react-jsx-source7.29.7间接
npm@babel/runtime7.29.7间接
npm@babel/template7.29.7间接
npm@babel/traverse7.29.7间接
npm@babel/traverse7.29.8间接
npm@babel/types7.29.7间接
npm@babel/types7.29.8间接
npm@base-ui-components/react1.0.0-beta.6间接
npm@base-ui-components/utils0.2.0间接
npm@base-ui/react1.1.0间接
npm@base-ui/utils0.2.4间接
npm@bcoe/v8-coverage0.2.3间接
npm@borewit/text-codec0.2.2间接
npm@carbon/colors11.53.0间接
npm@carbon/colors11.56.0间接
npm@carbon/feature-flags1.4.0间接
npm@carbon/feature-flags1.7.0间接
npm@carbon/grid11.57.0间接
npm@carbon/grid11.60.0间接
npm@carbon/icon-helpers10.77.0间接
npm@carbon/icon-helpers10.80.0间接
npm@carbon/icons-react11.83.0间接
npm@carbon/icons-react11.86.0间接
npm@carbon/layout11.54.0间接
npm@carbon/layout11.57.0间接
npm@carbon/motion11.47.0间接
npm@carbon/motion11.50.0间接
npm@carbon/react1.111.0间接
npm@carbon/react1.114.0间接
npm@carbon/styles1.110.0间接
npm@carbon/styles1.113.0间接
npm@carbon/themes11.76.0间接
npm@carbon/themes11.79.0间接
npm@carbon/type11.62.0间接
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PyPIdocutils0.22.4间接
PyPIdpctl0.21.1间接
PyPIdulwich1.2.6间接
PyPIemail-validator2.3.0间接
PyPIembreex4.4.0间接
PyPIexceptiongroup1.3.1间接
PyPIexecuting2.2.1间接
PyPIfastjsonschema2.21.2间接
PyPIfastmcp-slim3.4.4间接
PyPIfastmcp-slim3.4.5间接
PyPIfastuuid0.14.0间接
PyPIfilelock3.20.3间接
PyPIfilelock3.29.0间接
PyPIfilelock3.32.0间接
PyPIfilelock3.32.2间接
PyPIfiletype1.2.0间接
PyPIfindpython0.8.0间接
PyPIflake87.3.0间接
PyPIflask间接
PyPIflask-cors6.0.0间接
PyPIflatbuffers25.12.19间接
PyPIfonttools4.63.0间接
PyPIfqdn1.5.1间接
PyPIfreezegun1.5.5间接
PyPIfrozenlist1.8.0间接
PyPIfsspec间接
PyPIfsspec2026.1.0间接
PyPIfsspec2026.4.0间接
PyPIfsspec2026.6.0间接
PyPIfsspec2026.7.0间接
PyPIftfy6.3.1间接
PyPIgast0.7.0间接
PyPIgeti-sdk间接
PyPIgeti-sdk2.13.1间接
PyPIgoogle-auth2.56.2间接
PyPIgoogle-genai2.17.0间接
PyPIgoogle-pasta0.2.0间接
PyPIgoogleapis-common-protos1.75.0间接
PyPIgradio-client2.5.0间接
PyPIgraphviz0.21间接
PyPIgreenlet3.5.0间接
PyPIgreenlet3.5.4间接
PyPIgreenlet3.5.5间接
PyPIgriffe2.0.2间接
PyPIgriffecli2.0.2间接
PyPIgriffelib2.0.2间接
PyPIgriffelib2.1.0间接
PyPIgroovy0.1.2间接
PyPIgrpcio1.80.0间接
PyPIgrpcio1.83.0间接
PyPIh110.16.0间接
PyPIh2间接
PyPIh5py3.14.0间接
PyPIhatchling间接
PyPIhf-gradio0.4.1间接
PyPIhf-transfer0.1.9间接
PyPIhf-xet1.4.3间接
PyPIhf-xet1.5.0间接
PyPIhf-xet1.5.2间接
PyPIhf-xet1.6.0间接
PyPIhiredis间接
PyPIhtml2text2024.2.26间接
PyPIhttpcore1.0.9间接
PyPIhttptools0.8.0间接
PyPIhttpx-sse0.4.3间接
PyPIidentify2.6.19间接
PyPIimageio-ffmpeg0.6.0间接
PyPIimportlib-metadata8.7.1间接
PyPIimportlib-metadata8.9.0间接
PyPIimportlib-metadata9.0.0间接
PyPIinfluxdb5.3.2间接
PyPIinfluxdb-client1.50.0间接
PyPIiniconfig2.3.0间接
PyPIinquirerpy0.3.4间接
PyPIinstaller1.0.1间接
PyPIintel-extension-for-pytorch2.8.10+xpu间接
PyPIipykernel7.2.0间接
PyPIipython间接
PyPIipython8.10.0间接
PyPIipywidgets8.1.8间接
PyPIisoduration20.11.0间接
PyPIisort间接
PyPIisort5.13.2间接
PyPIisort8.0.1间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.1.2间接
PyPIjaraco-functools4.4.0间接
PyPIjaraco-functools4.5.0间接
PyPIjaraco-functools4.6.0间接
PyPIjax0.6.2间接
PyPIjaxlib0.6.2间接
PyPIjedi0.20.0间接
PyPIjeepney0.9.0间接
PyPIjinja2间接
PyPIjinja23.1.6间接
PyPIjiter0.12.0间接
PyPIjiter0.15.0间接
PyPIjiter0.16.0间接
PyPIjmespath1.1.0间接
PyPIjoblib1.5.3间接
PyPIjoserfc1.6.4间接
PyPIjoserfc1.7.3间接
PyPIjoserfc1.7.4间接
PyPIjson50.14.0间接
PyPIjsonpatch1.33间接
PyPIjsonpointer3.1.1间接
PyPIjsonref1.1.0间接
PyPIjsonschema3.2.0间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-path0.4.5间接
PyPIjsonschema-path0.5.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIjupyter1.1.1间接
PyPIjupyter-client8.8.0间接
PyPIjupyter-console6.6.3间接
PyPIjupyter-core5.9.1间接
PyPIjupyter-events0.12.1间接
PyPIjupyter-lsp2.3.1间接
PyPIjupyter-server2.18.2间接
PyPIjupyter-server-terminals0.5.4间接
PyPIjupyterlab间接
PyPIjupyterlab4.5.7间接
PyPIjupyterlab-pygments0.3.0间接
PyPIjupyterlab-server2.28.0间接
PyPIjupyterlab-widgets3.0.16间接
PyPIkafka-python2.0.2间接
PyPIkeras3.15.1间接
PyPIkeyring25.7.0间接
PyPIkiwisolver1.5.0间接
PyPIlangchain1.3.14间接
PyPIlangchain-huggingface1.2.1间接
PyPIlangchain-milvus0.3.3间接
PyPIlangchain-ollama1.0.1间接
PyPIlangchain-openai1.2.1间接
PyPIlangchain-postgres0.0.16间接
PyPIlangchain-postgres0.0.17间接
PyPIlangchain-protocol0.0.15间接
PyPIlangchain-protocol0.0.18间接
PyPIlangchain-text-splitters1.1.2间接
PyPIlangchain-vdms间接
PyPIlangchain-vdms0.2.0间接
PyPIlanggraph-checkpoint4.1.1间接
PyPIlanggraph-prebuilt1.1.0间接
PyPIlanggraph-sdk0.4.2间接
PyPIlangsmith间接
PyPIlangsmith0.10.10间接
PyPIlangsmith0.10.16间接
PyPIlangsmith0.10.18间接
PyPIlangsmith0.8.4间接
PyPIlark1.3.1间接
PyPIlazy-object-proxy1.12.0间接
PyPIlibclang18.1.1间接
PyPIlibrosa0.11.0间接
PyPIllama-index-embeddings-openai0.6.0间接
PyPIllama-index-instrumentation0.5.0间接
PyPIllama-index-llms-openai0.7.8间接
PyPIllama-index-workflows2.20.0间接
PyPIllmlingua间接
PyPIllvmlite0.44.0间接
PyPIlmdb1.3.0间接
PyPIlocust2.43.4间接
PyPIlocust-plugins5.0.0间接
PyPIlxml6.1.1间接
PyPIlz44.4.5间接
PyPImanifold3d3.5.2间接
PyPImapbox-earcut2.0.0间接
PyPImarkdown3.10.2间接
PyPImarkdown-it-py4.0.0间接
PyPImarkdown-it-py4.2.0间接
PyPImarkupsafe3.0.3间接
PyPImarshmallow间接
PyPImarshmallow3.26.2间接
PyPImarshmallow4.1.2间接
PyPImarshmallow4.3.0间接
PyPImatplotlib3.10.8间接
PyPImatplotlib3.11.1间接
PyPImatplotlib-inline0.2.2间接
PyPImccabe0.7.0间接
PyPImcp1.27.0间接
PyPImcp1.28.1间接
PyPImcp1.29.0间接
PyPImcp-app0.2.0间接
PyPImdurl0.1.2间接
PyPImistune3.2.1间接
PyPIml-dtypes0.5.4间接
PyPImodel-download1.0.1间接
PyPImore-itertools11.0.2间接
PyPImore-itertools11.1.0间接
PyPImoviepy1.0.3间接
PyPImoviepy2.2.1间接
PyPImpmath1.3.0间接
PyPImsgpack1.1.2间接
PyPImultidict6.7.1间接
PyPImypy间接
PyPImypy0.991间接
PyPImypy-extensions1.1.0间接
PyPInamex0.1.0间接
PyPInarwhals2.24.0间接
PyPInbclient0.10.4间接
PyPInbconvert7.17.1间接
PyPInbformat5.10.4间接
PyPInetworkx3.4.2间接
PyPInetworkx3.6.1间接
PyPIninja1.13.0间接
PyPInodeenv1.10.0间接
PyPInotebook7.5.6间接
PyPInotebook-shim0.2.4间接
PyPIntplib0.4.0间接
PyPInumba0.61.2间接
PyPIollama0.6.2间接
PyPIomegaconf2.3.1间接
PyPIoneccl-bind-pt2.8.0+xpu间接
PyPIonnx1.21.0间接
PyPIonvif-zeep0.2.12间接
PyPIopenai-whisper20250625间接
PyPIopenapi-pydantic0.5.1间接
PyPIopencv-python间接
PyPIopencv-python4.11.0.86间接
PyPIopencv-python4.14.0.94间接
PyPIopencv-python5.0.0.93间接
PyPIopentelemetry-api1.30.0间接
PyPIopentelemetry-api1.39.1间接
PyPIopentelemetry-api1.41.1间接
PyPIopentelemetry-api1.42.1间接
PyPIopentelemetry-api1.43.0间接
PyPIopentelemetry-exporter-otlp1.30.0间接
PyPIopentelemetry-exporter-otlp1.39.1间接
PyPIopentelemetry-exporter-otlp-proto-common1.39.1间接
PyPIopentelemetry-exporter-otlp-proto-grpc1.30.0间接
PyPIopentelemetry-exporter-otlp-proto-grpc1.39.1间接
PyPIopentelemetry-exporter-otlp-proto-http1.39.1间接
PyPIopentelemetry-exporter-prometheus0.51b0间接
PyPIopentelemetry-instrumentation0.60b1间接
PyPIopentelemetry-instrumentation-aiohttp-client0.60b1间接
PyPIopentelemetry-instrumentation-asgi0.60b1间接
PyPIopentelemetry-instrumentation-django0.60b1间接
PyPIopentelemetry-instrumentation-falcon0.60b1间接
PyPIopentelemetry-instrumentation-flask0.60b1间接
PyPIopentelemetry-instrumentation-httpx0.60b1间接
PyPIopentelemetry-instrumentation-pyramid0.60b1间接
PyPIopentelemetry-instrumentation-requests0.60b1间接
PyPIopentelemetry-instrumentation-starlette0.60b1间接
PyPIopentelemetry-instrumentation-tornado0.60b1间接
PyPIopentelemetry-instrumentation-urllib0.60b1间接
PyPIopentelemetry-instrumentation-urllib30.60b1间接
PyPIopentelemetry-instrumentation-wsgi0.60b1间接
PyPIopentelemetry-proto1.39.1间接
PyPIopentelemetry-semantic-conventions0.60b1间接
PyPIopentelemetry-semantic-conventions0.63b1间接
PyPIopentelemetry-util-http0.60b1间接
PyPIopenvino-dev2024.6.0间接
PyPIopenvino-genai间接
PyPIopenvino-genai2026.1.0.0间接
PyPIopenvino-model-api0.2.5间接
PyPIopenvino-model-api0.4.6间接
PyPIopenvino-telemetry2025.2.0间接
PyPIopenvino-tokenizers2026.1.0.0间接
PyPIopenvino-tokenizers2026.2.1.0间接
PyPIopenvino-tokenizers2026.3.0.0间接
PyPIopt-einsum3.4.0间接
PyPIoptimum间接
PyPIoptimum2.1.0间接
PyPIoptimum2.2.0间接
PyPIoptimum-onnx0.1.0间接
PyPIoptree0.19.1间接
PyPIormsgpack1.12.2间接
PyPIoverrides7.7.0间接
PyPIovmsclient2023.1间接
PyPIpackaging25.0间接
PyPIpackaging26.0间接
PyPIpackaging26.2间接
PyPIpackaging26.3间接
PyPIpandocfilters1.5.1间接
PyPIparso0.8.7间接
PyPIpathable0.5.0间接
PyPIpathable0.6.0间接
PyPIpathspec1.1.1间接
PyPIpathvalidate3.3.1间接
PyPIpbs-installer2026.5.10间接
PyPIpdfminer-six20251230间接
PyPIpdfplumber0.11.9间接
PyPIpexpect4.9.0间接
PyPIpfzy0.3.4间接
PyPIpgvector0.3.6间接
PyPIpickleshare0.7.5间接
PyPIpkginfo1.12.1.2间接
PyPIplatformdirs4.10.0间接
PyPIplatformdirs4.11.0间接
PyPIplatformdirs4.11.2间接
PyPIplatformdirs4.9.6间接
PyPIpluggy间接
PyPIpluggy1.6.0间接
PyPIpoetry-core2.4.0间接
PyPIpre-commit3.2.0间接
PyPIprompt-toolkit3.0.52间接
PyPIprompt-toolkit3.0.53间接
PyPIpropcache0.5.2间接
PyPIpsutil6.1.1间接
PyPIpsutil7.1.3间接
PyPIpsutil7.2.2间接
PyPIpsycopg3.2.3间接
PyPIpsycopg3.3.4间接
PyPIpsycopg-binary3.2.3间接
PyPIpsycopg-binary3.3.4间接
PyPIpsycopg-pool3.3.1间接
PyPIptyprocess0.7.0间接
PyPIpure-eval0.2.3间接
PyPIpy-cpuinfo9.0.0间接
PyPIpy-key-value-aio0.4.4间接
PyPIpy-key-value-aio0.4.5间接
PyPIpyannote-audio4.0.4间接
PyPIpyasn10.6.4间接
PyPIpyasn1-modules0.4.2间接
PyPIpycodestyle2.14.0间接
PyPIpycollada0.9.3间接
PyPIpycparser3.0间接
PyPIpycryptodome3.23.0间接
PyPIpydantic-core2.41.5间接
PyPIpydantic-core2.46.3间接
PyPIpydantic-core2.46.4间接
PyPIpydot3.0.4间接
PyPIpydub0.25.1间接
PyPIpyflakes3.4.0间接
PyPIpyjwt2.12.1间接
PyPIpyjwt2.13.0间接
PyPIpylint2.15.10间接
PyPIpylint3.3.9间接
PyPIpymilvus2.5.8间接
PyPIpymilvus2.6.17间接
PyPIpymupdf1.24.13间接
PyPIpyparsing3.3.2间接
PyPIpypdfium25.12.1间接
PyPIpyperclip1.11.0间接
PyPIpyproject-hooks1.2.0间接
PyPIpyright1.1.409间接
PyPIpytest-asyncio间接
PyPIpytest-asyncio1.3.0间接
PyPIpytest-asyncio1.4.0间接
PyPIpytest-cov间接
PyPIpytest-cov4.1.0间接
PyPIpytest-cov6.3.0间接
PyPIpytest-cov7.1.0间接
PyPIpytest-env1.7.0间接
PyPIpytest-html4.2.0间接
PyPIpytest-metadata3.1.1间接
PyPIpytest-mock间接
PyPIpytest-mock3.11.1间接
PyPIpytest-mock3.15.1间接
PyPIpython-dateutil2.8.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-discovery1.3.1间接
PyPIpython-docx1.2.0间接
PyPIpython-json-logger4.1.0间接
PyPIpython-slugify8.0.4间接
PyPIpytokens0.4.1间接
PyPIpytz2026.2间接
PyPIpytz2026.3.post1间接
PyPIpywhispercpp1.5.0间接
PyPIpywin32311间接
PyPIpywin32312间接
PyPIpywin32-ctypes0.2.3间接
PyPIpywinpty3.0.3间接
PyPIpyzmq27.1.0间接
PyPIqwen-tts0.1.1间接
PyPIrapidfuzz3.14.5间接
PyPIredis间接
PyPIreferencing0.37.0间接
PyPIregex2025.11.3间接
PyPIregex2026.5.9间接
PyPIregex2026.6.28间接
PyPIregex2026.7.19间接
PyPIrequests-toolbelt1.0.0间接
PyPIresponses间接
PyPIresponses0.26.2间接
PyPIrfc3339-validator0.1.2间接
PyPIrfc3339-validator0.1.4间接
PyPIrfc3986-validator0.1.1间接
PyPIrfc3987-syntax1.1.0间接
PyPIrich15.0.0间接
PyPIrich-rst1.3.2间接
PyPIrich-rst2.1.0间接
PyPIrpds-py0.30.0间接
PyPIrpds-py2026.6.3间接
PyPIrtree1.4.1间接
PyPIruff间接
PyPIruff0.15.14间接
PyPIruptures间接
PyPIs3transfer0.13.1间接
PyPIs3transfer0.17.0间接
PyPIsafehttpx0.1.7间接
PyPIsafetensors0.7.0间接
PyPIsafetensors0.8.0间接
PyPIschedule1.2.2间接
PyPIscikit-image间接
PyPIscikit-learn1.6.1间接
PyPIscikit-learn1.7.2间接
PyPIscikit-learn1.9.0间接
PyPIscikit-learn-intelex2025.11.0间接
PyPIscipy1.15.3间接
PyPIscipy1.17.1间接
PyPIscipy1.18.0间接
PyPIseaborn0.13.2间接
PyPIsecretstorage3.5.0间接
PyPIsemantic-version2.10.0间接
PyPIsemver3.0.4间接
PyPIsend2trash2.1.0间接
PyPIsentencepiece0.2.1间接
PyPIshapely2.1.2间接
PyPIshellingham1.5.4间接
PyPIshortuuid1.0.13间接
PyPIsimplejson3.20.2间接
PyPIsix1.17.0间接
PyPIsniffio1.3.1间接
PyPIsoundfile0.13.1间接
PyPIsoupsieve2.8.3间接
PyPIsoupsieve2.9.1间接
PyPIspeechbrain1.0.3间接
PyPIsqlalchemy2.0.49间接
PyPIsqlalchemy2.0.51间接
PyPIsqlalchemy2.0.52间接
PyPIstack-data0.6.3间接
PyPIstriprtf0.0.26间接
PyPIsvg-path7.1间接
PyPIswagger-ui-bundle0.0.5间接
PyPIsympy1.14.0间接
PyPItabulate0.10.0间接
PyPItenacity9.1.4间接
PyPItensorflow2.21.0间接
PyPItermcolor3.3.0间接
PyPIterminado0.18.1间接
PyPIthop0.1.1.post2209072238间接
PyPIthreadpoolctl3.6.0间接
PyPItimm1.0.28间接
PyPItinycss21.4.0间接
PyPItinytag2.2.1间接
PyPItokenize-rt6.2.0间接
PyPItokenizers0.21.4间接
PyPItokenizers0.22.2间接
PyPItokenizers0.23.1间接
PyPItomli2.4.0间接
PyPItomli2.4.1间接
PyPItomlkit0.14.0间接
PyPItomlkit0.15.1间接
PyPItorchaudio2.11.0+cpu间接
PyPItorchaudio2.8.0间接
PyPItorchaudio2.8.0+cpu间接
PyPItornado6.5.5间接
PyPItornado6.5.7间接
PyPItqdm4.67.0间接
PyPItqdm4.67.1间接
PyPItqdm4.67.3间接
PyPItqdm4.69.1间接
PyPItqdm4.70.0间接
PyPItraitlets5.15.0间接
PyPItree-sitter0.25.2间接
PyPItree-sitter-languages1.10.2间接
PyPItrimesh5.0.0间接
PyPItrove-classifiers2026.5.7.17间接
PyPItyper0.25.1间接
PyPItyper0.26.2间接
PyPItyper0.27.1间接
PyPItyper-slim0.24.0间接
PyPItypes-cffi2.0.0.20260518间接
PyPItypes-deprecated1.3.1.20260520间接
PyPItypes-docutils0.22.3.20260518间接
PyPItypes-pillow10.2.0.20240822间接
PyPItypes-protobuf4.25.0.20240417间接
PyPItypes-pyopenssl24.1.0.20240722间接
PyPItypes-pyyaml6.0.12.20260518间接
PyPItypes-redis4.5.5.0间接
PyPItypes-requests2.28.11.8间接
PyPItypes-requests2.33.0.20260712间接
PyPItypes-setuptools67.1.0.0间接
PyPItypes-urllib31.26.25.14间接
PyPItyping间接
PyPItyping-extensions4.15.0间接
PyPItyping-extensions4.16.0间接
PyPItyping-inspect0.9.0间接
PyPItyping-inspection0.4.2间接
PyPItyping-inspection0.4.4间接
PyPItzdata2026.2间接
PyPItzdata2026.3间接
PyPItzlocal间接
PyPItzlocal5.4.4间接
PyPIultralytics8.2.3间接
PyPIultralytics8.3.201间接
PyPIuncalled-for0.3.1间接
PyPIuncalled-for0.3.2间接
PyPIuri-template1.3.0间接
PyPIuuid-utils0.15.0间接
PyPIuuid-utils0.17.0间接
PyPIuvloop0.22.1间接
PyPIvdms0.0.23间接
PyPIvhacdx0.0.10间接
PyPIvirtualenv21.3.3间接
PyPIwatchdog间接
PyPIwatchdog6.0.0间接
PyPIwatchfiles1.1.1间接
PyPIwatchfiles1.2.0间接
PyPIwcwidth0.7.0间接
PyPIwcwidth0.8.2间接
PyPIwebcolors25.10.0间接
PyPIwebencodings0.5.1间接
PyPIwebsocket-client1.9.0间接
PyPIwebsockets15.0.1间接
PyPIwebsockets16.0间接
PyPIwebsockets16.1间接
PyPIwebsockets16.1.1间接
PyPIwebsockets17.0.1间接
PyPIwheel0.47.0间接
PyPIwidgetsnbextension4.0.15间接
PyPIword2number间接
PyPIword2number1.1间接
PyPIwrapt1.17.3间接
PyPIwrapt2.3.0间接
PyPIxattr1.3.0间接
PyPIxmltodict0.15.1间接
PyPIxxhash3.7.0间接
PyPIxxhash3.8.1间接
PyPIxxhash4.0.0间接
PyPIyarl1.23.0间接
PyPIyarl1.24.2间接
PyPIyarl1.24.5间接
PyPIzipp3.23.1间接
PyPIzipp4.1.0间接
PyPIzstandard0.25.0间接
依赖安全公告 62

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 2,851 个包,其中也包含从不交付的开发与测试版本固定:62 个存在已知公告,28 个为直接依赖。 有 68 个无法评估——没有已解析的版本、生态系统不受支持,或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
pillow12.2.0直接严重2612.3.0
black24.10.0间接严重326.3.1
aiohttp3.13.5直接283.14.3
gradio6.14.0直接56.16.0
nltk3.9.4直接123.10.0
pyarrow20.0.0直接223.0.1
pypdf6.11.0直接296.15.0
python-multipart0.0.27直接80.0.31
python-multipart0.0.29直接80.0.31
starlette0.49.3直接101.3.1
starlette1.0.0直接101.3.1
torch2.8.0直接82.13.0
torch2.8.0+cpu直接82.13.0
torch2.9.1直接42.13.0
torch2.9.1+cpu直接42.13.0
transformers4.53.3直接145.5.0
transformers4.57.3直接75.5.0
transformers4.57.6直接75.5.0
transformers5.0.0直接45.5.0
@opentelemetry/propagator-jaeger2.7.1间接12.9.0
brace-expansion5.0.7间接25.0.9
click8.3.1间接18.3.3
fast-uri3.1.3间接24.1.2
fast-xml-parser5.9.3间接15.10.1
js-yaml4.3.0间接14.3.1
mcp1.27.0间接61.28.1
nanoid3.3.15间接25.1.16
nanoid3.3.17间接15.1.6
postcss8.5.16间接28.5.23
pyjwt2.12.1间接92.13.0
socket.io-parser4.2.6间接14.2.7
idna3.13直接23.15
pydantic-settings2.12.0直接12.14.2
pydantic-settings2.14.0直接12.14.2
pydantic-settings2.14.1直接12.14.2
pytest7.2.1直接29.0.3
pytest8.3.5直接29.0.3
setuptools82.0.1直接283.0.0
torch2.11.0+cpu直接12.13.0
torch2.11.0+xpu直接12.13.0
@opentelemetry/core2.7.1间接12.8.0
cryptography47.0.0间接750.0.0
cryptography48.0.0间接750.0.0
cryptography49.0.0间接250.0.0
golang.org/x/netv0.38.0间接111.27.0-rc.3
python-multipart0.0.30直接20.0.31
authlib1.7.0间接未知2
bleach6.3.0间接未知3
github.com/yuin/goldmarkv1.7.8间接未知11.7.17
golang.org/x/sysv0.32.0间接未知10.44.0
golang.org/x/textv0.24.0间接未知10.39.0
joserfc1.6.4间接未知4
jupyter-server2.18.2间接未知2
jupyterlab4.5.7间接未知6
kafka-python2.0.2间接未知2
langsmith0.8.4间接未知1
mistune3.2.1间接未知20
msgpack1.1.2间接未知2
onnx1.21.0间接未知4
soupsieve2.8.3间接未知4
tornado6.5.5间接未知7
typeorm0.3.30间接未知1

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缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v2.10.0、模式 v0.31.0—— 完整方法论 · 指标知识库.

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