公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-09-16 17:59 UTC

topoteretes / cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

Python · TypeScriptApache-2.0★ 30,734 星标⑂ 3,037 复刻始于 2023年8月在 GitHub 上查看 ↗
类型网络服务MCP 服务器命令行工具库网页界面如何判定

topoteretes/cognee 的健康指数为 100 分中的 98 分,处于「卓越」区间。 其得分最高的类别是Vitality(100/100),最低的是Security(64/100)。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。

98
总分 / 100
卓越

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。

98
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 86 经校准后在公布的指数量表上为 98(记录校准 2026-08-02)。

所有权

Topoteretes组织 · 域名已验证
352 关注者12 个公开仓库始于 2023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
PyPIcognee1.5.4126,59517412 天前
PyPIcognee-mcp0.5.51,527257 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?

100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 0 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 6,973 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year6,973
human_commit_share0.97
days_since_last_push0
active_weeks_last_year52

发布纪律

100卓越
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 3.4 天发布一次
10/10OpenSSF Scorecard:Signed-Releases — 1 out of the last 1 releases have a total of 2 signed artifacts.
所用输入
releases_count100
latest_release_tagv1.5.4rc1
releases_from_tags否
days_since_latest_release0
mean_days_between_releases3.4

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?

92优秀 · 占总体的 17%
评分方式
60/60星标 — 30,734 个星标
25/25复刻 — 3,037 个复刻
11.3/15关注者 — 109 位关注者
所用输入
forks3,037
stars30,734
watchers109
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是
has_license是
readme_badges7
has_contributing是
has_issue_template否
has_code_of_conduct是
readme_badge_servicesbadgen.net, shields.io
has_pull_request_template是
评分方式
68/80月度下载量 — pypi 合计每月 126,595 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagescognee
dependents—
ecosystemspypi
total_downloads—
monthly_downloads126,595
unverified_packages_excludedcognee-mcp
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

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?

76良好 · 占总体的 23%
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
16/22.5提交分布 — 头号贡献者编写了 29% 的提交
13.5/13.5贡献者广度 — 98 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 10 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled98
top_contributor_share0.29
评分方式
33.4/42议题解决 — 80% 的议题已关闭
20.1/30PR 接受 — 已裁定的 PR 中 2,334/3,490 已合并
0/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 0/6
6/15OpenSSF Scorecard:Code-Review — Found 6/14 approved changesets -- score normalized to 4
所用输入
merged_prs2,334
open_issues223
closed_issues863
prs_merged_7d34
prs_decided_7d59
prs_merged_30d34
prs_decided_30d59
issue_closed_ratio0.795
closed_unmerged_prs1,156
first_time_authors_30d6
first_time_prs_merged_30d0
first_time_prs_decided_30d6
评分方式
30/30所有权背书 — 组织持有
20/20已验证域名
18.3/25所有者影响力 — topoteretes 有 352 位关注者
15.3/25既往记录 — 12 个公开仓库,账户约 3 年
所用输入
followers352
owner_typeOrganization
is_verified是
owner_logintopoteretes
public_repos12
account_age_days1,309
评分方式
25/25已发布且可解析 — pypi 上有 2 个软件包
35/35发布时效 — 最近一次发布于 12 天前
20/20版本历史 — 174 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagescognee, cognee-mcp
ecosystemspypi
any_deprecated否
min_days_since_publish12

工程质量

基础的工程与文档实践是否到位?

96卓越 · 占总体的 19%

工程实践

94卓越
评分方式
24/24CI 工作流 — 56 个工作流
24/24存在测试
16/16Linter 配置 — .eslintrc.json, eslint.config.mjs, pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config是
has_precommit_config是

文档

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://www.cognee.ai
10/10仓库描述
10/10主题标签 — 19 个主题标签
10/10Wiki
所用输入
topicsai, cognitive-architecture, vector-database, ai-agents, graph-database, ai-memory, cognitive-memory, knowledge, knowledge-graph, graph-rag, contributions-welcome, good-first-issue, good-first-pr, help-wanted, open-source, context-engineering, agent-memory, agent-skills, memory-management
has_wiki是
homepagehttps://www.cognee.ai
docs_sitehttps://www.cognee.ai
has_readme是
has_docs_dir是
has_description是

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?

64中等 · 占总体的 16%

安全态势

58中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.5/2.5CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 6/14 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 10 contributing companies or organizations
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
4/5SAST — SAST tool is not run on all commits -- score normalized to 8
4.5/5Security-Policy — security policy file detected
7.5/7.5Signed-Releases — 1 out of the last 1 releases have a total of 2 signed artifacts.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 43 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.8
已排除计分(无数据或不适用):Branch-Protection。 其余权重已重新归一化。
评分方式
26.6/35直接依赖不含已知公告 — 1 个受影响:diskcache 5.6.3 (moderate)
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
37.2/40没有长期未处理的公告 — 1 个携带公告的软件包超过 90 天未处理;最早一条发布于 216 天前
所用输入
sourceosv
advisories2
affected_packages1
assessed_packages128
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages1
比对的是 pypi:cognee@1.5.4 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 128 个软件包。 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。

89优秀 · 占总体的 4%
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md
15/15机器可读文档(llms.txt) — 项目网站提供 llms.txt(https://www.cognee.ai/llms.txt)
40/40可读的提交历史 — 97 次人类提交中有 78 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt是
llms_txt_urlhttps://www.cognee.ai/llms.txt
legible_history_share0.804
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes50,486
评分方式
18/18一条命令的引导启动 — mise.toml
22/22自动化测试
11/11Lint / 格式化配置 — .eslintrc.json, eslint.config.mjs, pyproject.toml ([tool.ruff])
11/11静态类型检查 — cognee-frontend/tsconfig.json
10/10可复现环境 — devcontainer, Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 11 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 2 次为自动依赖更新
5/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json, uv.lock
has_dockerfile是
typed_language否
bootstrap_filesmise.toml
has_devcontainer是
has_linter_config是
typecheck_configscognee-frontend/tsconfig.json
agent_commit_share0.11
toolchain_manifests—
dependency_bot_commit_share0.02
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(cognee-frontend/tsconfig.json)
54.9/55可控的文件大小 — 采样的 2,978 个源文件中有 7 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes166,522
source_files_sampled2,978
oversized_source_files7
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
40/40可运行示例 — demos, examples, notebooks, samples
所用输入
example_dirsdemos, examples, notebooks, samples
has_mcp_signal是
api_schema_files—
interfaces_expected_ofnetwork-service

关键数据

30,734GitHub 星标
98贡献者
6,973最近 12 个月提交数
0距最近推送天数
100发布版本数
2巴士系数(bus factor)
223开放议题
npm, PyPI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 24 authors (cap 12)
  • Could not fetch pypi package 'cognee-starter' from its registry

更多细节

Star 与 Fork 历史 0 ★ / 3,037 ⇿
0Star
3,037Fork
29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。

仅显示最近的历史——该仓库超出采集窗口,因此未采集最早的历史记录。

2,0002,2002,4002,6002,8003,0003,2003,037552026-062026-082026-09
主版本 0次版本 3修订 7
OpenSSF Scorecard 5.8 / 10
5.8综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-09-16 17:58 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 6/14 approved changesets -- score normalized to 4
10Contributorsproject has 10 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
8SASTSAST tool is not run on all commits -- score normalized to 8
9Security-Policysecurity policy file detected
10Signed-Releases1 out of the last 1 releases have a total of 2 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities43 existing vulnerabilities detected
直接依赖 78
注册表软件包版本约束清单文件
npm@mantine/core^8.3.13cognee-frontend/package.json
npm@mantine/dropzone^8.3.14cognee-frontend/package.json
npm@mantine/form^8.3.13cognee-frontend/package.json
npm@mantine/hooks^8.3.13cognee-frontend/package.json
npm@mantine/modals^8.3.13cognee-frontend/package.json
npm@mantine/notifications^8.3.14cognee-frontend/package.json
npm@tanstack/react-query^5.101.2cognee-frontend/package.json
npm@types/d3^7.4.3cognee-frontend/package.json
npmclassnames^2.5.1cognee-frontend/package.json
npmculori^4.0.2cognee-frontend/package.json
npmd3^7.9.0cognee-frontend/package.json
npmd3-force-3d^3.0.6cognee-frontend/package.json
npmembla-carousel-autoplay^8.6.0cognee-frontend/package.json
npmembla-carousel-fade^8.6.0cognee-frontend/package.json
npmembla-carousel-react^8.6.0cognee-frontend/package.json
npmjose^6.0.11cognee-frontend/package.json
npmmantine-form-valibot-resolver^3.0.1cognee-frontend/package.json
npmnext^16.3.4cognee-frontend/package.json
npmreact^19.1.2cognee-frontend/package.json
npmreact-dom^19.1.2cognee-frontend/package.json
npmreact-error-boundary^6.0.0cognee-frontend/package.json
npmreact-force-graph-2d^1.29.0cognee-frontend/package.json
npmreact-markdown^10.1.0cognee-frontend/package.json
npmserver-only^0.0.1cognee-frontend/package.json
npmuuid^14.0.0cognee-frontend/package.json
npmvalibot^1.4.2cognee-frontend/package.json
PyPIcognee>=1.5.0,<2.0.0cognee-mcp/pyproject.toml
PyPIfastmcp>=3.4.0,<4.0.0cognee-mcp/pyproject.toml
PyPImcp>=1.24.0,<2.0.0cognee-mcp/pyproject.toml
PyPIuv>=0.6.3,<1.0.0cognee-mcp/pyproject.toml
PyPIhttpx>=0.27.0,<1.0.0cognee-mcp/pyproject.toml
PyPItorch>=2.0.0cognee-mcp/pyproject.toml
PyPIcognee>=1.0.0,<2.0.0cognee-starter-kit/pyproject.toml
PyPIopenai>=1.80.1pyproject.toml
PyPIpython-dotenv>=1.0.1,<2.0.0pyproject.toml
PyPIpydantic>=2.10.5pyproject.toml
PyPIpydantic-settings>=2.2.1,!=2.12.*,!=2.13.*,!=2.14.0,!=2.14.1,<3pyproject.toml
PyPItyping_extensions>=4.12.2,<5.0.0pyproject.toml
PyPInumpy>=1.26.4, <=4.0.0pyproject.toml
PyPIsqlalchemy>=2.0.39,<3.0.0pyproject.toml
PyPIaiosqlite>=0.20.0,<1.0.0pyproject.toml
PyPIfilelock>=3.12.0,<4.0.0pyproject.toml
PyPItiktoken>=0.8.0,<1.0.0pyproject.toml
PyPIlitellm>=1.83.7,<1.97.0pyproject.toml
PyPIinstructor>=1.9.1,<1.15.3pyproject.toml
PyPIfiletype>=1.2.0,<2.0.0pyproject.toml
PyPIaiohttp>=3.13.5,<4.0.0pyproject.toml
PyPIaiofiles>=23.2.1pyproject.toml
PyPIcryptography>=43.0.0,<51pyproject.toml
PyPIrdflib>=7.1.4,<7.2.0pyproject.toml
PyPIpypdf>=6.6.2,<7.0.0pyproject.toml
PyPIjinja2>=3.1.3,<4pyproject.toml
PyPIlancedb>=0.24.3,<1.0.0pyproject.toml
PyPInbformat>=5.7.0,<6.0.0pyproject.toml
PyPIalembic>=1.13.3,<2pyproject.toml
PyPIlimits>=4.4.1,<6pyproject.toml
PyPIfastapi>=0.116.2,<1.0.0pyproject.toml
PyPIstarlette>=0.48pyproject.toml
PyPIpython-multipart>=0.0.22,<1.0.0pyproject.toml
PyPIfastapi-users>=15.0.2pyproject.toml
PyPIstructlog>=25.2.0,<26pyproject.toml
PyPIpympler>=1.1,<2.0.0pyproject.toml
PyPIpylance>=0.22.0,<=0.36.0pyproject.toml
PyPIladybug>=0.17.0,<0.18pyproject.toml
PyPIladybug==0.19.0pyproject.toml
PyPIpython-magic-bin<0.5pyproject.toml
PyPInetworkx>=3.4.2,<4pyproject.toml
PyPIuvicorn>=0.34.0,<1.0.0pyproject.toml
PyPIgunicorn>=20.1.0,<24pyproject.toml
PyPIwebsockets>=15.0.1,<16.0.0pyproject.toml
PyPItenacity>=9.0.0pyproject.toml
PyPIfakeredis>=2.32.0pyproject.toml
PyPIdiskcache>=5.6.3pyproject.toml
PyPIaiolimiter>=1.2.1pyproject.toml
PyPIurllib3>=2.6.0pyproject.toml
PyPIcbor2>=5.8.0pyproject.toml
PyPIlangdetect>=1.0.9pyproject.toml
PyPIdatamodel-code-generator>=0.54.0pyproject.toml
全部依赖 1,607

来自 GitHub 依赖图的完整解析依赖集合:106 个直接依赖与 1,501 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
npm@mantine/core8.3.14直接
npm@mantine/dropzone8.3.14直接
npm@mantine/form8.3.14直接
npm@mantine/hooks8.3.14直接
npm@mantine/modals8.3.14直接
npm@mantine/notifications8.3.14直接
npm@tanstack/react-query5.101.2直接
npm@types/d37.4.3直接
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PyPIbidict0.23.1间接
PyPIbidict0.24.1间接
PyPIblack26.5.1间接
PyPIbleach6.4.0间接
PyPIblinker1.9.0间接
PyPIblis1.3.3间接
PyPIboto31.41.5间接
PyPIbotocore1.41.5间接
PyPIbrotli1.2.0间接
PyPIcachetools7.1.7间接
PyPIcaio0.12.2间接
PyPIcaio0.9.25间接
PyPIcatalogue2.0.10间接
PyPIcertifi2026.6.17间接
PyPIcertifi2026.7.22间接
PyPIcffi2.1.0间接
PyPIcffi2.1.1间接
PyPIcfgv3.5.0间接
PyPIcharset-normalizer3.4.9间接
PyPIcharset-normalizer3.5.1间接
PyPIclick8.2.1间接
PyPIclick8.4.2间接
PyPIcloudpathlib0.24.0间接
PyPIcloudpathlib0.25.0间接
PyPIcloudpickle3.1.2间接
PyPIcognee-mcp0.5.6间接
PyPIcolorama0.4.6间接
PyPIcoloredlogs15.0.1间接
PyPIcolorlog6.12.0间接
PyPIcomm0.2.3间接
PyPIconfection1.3.3间接
PyPIconfigargparse1.7.5间接
PyPIcontourpy1.3.2间接
PyPIcontourpy1.3.3间接
PyPIcoverage7.16.0间接
PyPIcsscompressor0.9.5间接
PyPIcuda-bindings13.3.1间接
PyPIcuda-pathfinder1.8.0间接
PyPIcuda-toolkit13.0.3.0间接
PyPIcycler0.12.1间接
PyPIcyclopts4.22.5间接
PyPIcymem2.0.13间接
PyPIdataclasses-json0.6.7间接
PyPIdebugpy1.8.21间接
PyPIdecorator5.3.1间接
PyPIdeepeval—间接
PyPIdeepeval3.3.9间接
PyPIdefusedxml0.7.1间接
PyPIdeprecated1.3.1间接
PyPIdeprecation2.1.0间接
PyPIdeptry0.20.0间接
PyPIdill0.4.1间接
PyPIdirtyjson1.0.8间接
PyPIdistlib0.4.3间接
PyPIdistro1.9.0间接
PyPIdlt1.30.0间接
PyPIdnspython2.8.0间接
PyPIdoclang0.7.3间接
PyPIdocling2.124.0间接
PyPIdocling-core2.93.0间接
PyPIdocling-ibm-models4.0.1间接
PyPIdocling-parse7.16.0间接
PyPIdocling-slim2.124.0间接
PyPIdocstring-parser0.18.0间接
PyPIdotenv—间接
PyPIeffdet0.4.1间接
PyPIemail-validator2.3.0间接
PyPIemoji2.15.0间接
PyPIet-xmlfile2.0.0间接
PyPIeval-type-backport0.4.0间接
PyPIexceptiongroup1.3.1间接
PyPIexecnet2.1.2间接
PyPIexecuting2.2.1间接
PyPIfaker40.38.0间接
PyPIfastapi-users-db-sqlalchemy7.0.0间接
PyPIfastembed0.8.0间接
PyPIfastjsonschema2.21.2间接
PyPIfastjsonschema2.22.2间接
PyPIfastmcp-slim3.4.6间接
PyPIfastuuid0.14.0间接
PyPIflask3.1.3间接
PyPIflask-cors6.0.5间接
PyPIflask-login0.6.3间接
PyPIflatbuffers25.12.19间接
PyPIfonttools4.63.0间接
PyPIfonttools4.64.0间接
PyPIfqdn1.5.1间接
PyPIfrozenlist1.8.0间接
PyPIfsspec2025.3.2间接
PyPIfsspec2026.6.0间接
PyPIgdown—间接
PyPIgdown5.2.2间接
PyPIgenson1.4.0间接
PyPIgevent25.5.1间接
PyPIgeventhttpclient2.3.9间接
PyPIghp-import2.1.0间接
PyPIgitdb4.0.12间接
PyPIgitpython3.1.61间接
PyPIgiturlparse0.15.0间接
PyPIgoogle-api-core2.31.0间接
PyPIgoogle-api-core2.34.0间接
PyPIgoogle-api-python-client2.200.0间接
PyPIgoogle-auth2.55.2间接
PyPIgoogle-auth2.57.0间接
PyPIgoogle-auth-httplib20.4.2间接
PyPIgoogle-auth-oauthlib1.4.1间接
PyPIgoogle-cloud-vision3.15.0间接
PyPIgoogle-genai1.75.0间接
PyPIgoogleapis-common-protos1.75.0间接
PyPIgoogleapis-common-protos1.75.2间接
PyPIgraphiti-core—间接
PyPIgraphiti-core0.30.1间接
PyPIgreenlet3.5.3间接
PyPIgreenlet3.5.5间接
PyPIgriffe2.2.0间接
PyPIgriffecli2.2.0间接
PyPIgriffelib2.1.0间接
PyPIgriffelib2.2.0间接
PyPIgroq0.37.1间接
PyPIgrpcio1.82.1间接
PyPIgrpcio1.83.1间接
PyPIgrpcio-status1.82.1间接
PyPIgrpcio-status1.83.1间接
PyPIh110.16.0间接
PyPIhf-xet1.5.1间接
PyPIhf-xet1.6.0间接
PyPIhtml5lib1.1间接
PyPIhtmlmin20.1.13间接
PyPIhttpcore1.0.9间接
PyPIhttpcore22.12.0间接
PyPIhttplib20.32.0间接
PyPIhttpx-sse0.4.3间接
PyPIhttpx22.12.0间接
PyPIhttpx2-jsfetch1.0间接
PyPIhuggingface-hub0.36.2间接
PyPIhuggingface-hub1.23.0间接
PyPIhumanfriendly10.0间接
PyPIhumanize4.16.0间接
PyPIidentify2.6.19间接
PyPIidna3.18间接
PyPIidna3.19间接
PyPIimportlib-metadata8.9.0间接
PyPIinflect7.5.0间接
PyPIiniconfig2.3.0间接
PyPIinstaller0.7.0间接
PyPIinvoke2.2.1间接
PyPIipykernel7.3.0间接
PyPIipython8.39.0间接
PyPIipython9.17.1间接
PyPIipython-pygments-lexers1.1.1间接
PyPIisodate0.7.2间接
PyPIisoduration20.11.0间接
PyPIisort8.0.1间接
PyPIitsdangerous2.2.0间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.1.2间接
PyPIjaraco-functools4.6.0间接
PyPIjedi0.20.0间接
PyPIjeepney0.9.0间接
PyPIjiter0.13.0间接
PyPIjmespath1.1.0间接
PyPIjoblib1.5.3间接
PyPIjoblib1.6.0间接
PyPIjoserfc1.7.4间接
PyPIjsmin3.0.1间接
PyPIjson50.15.0间接
PyPIjsonpatch1.33间接
PyPIjsonpath-ng1.8.0间接
PyPIjsonpointer3.1.1间接
PyPIjsonref1.1.0间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-path0.5.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIjupyter-builder1.2.2间接
PyPIjupyter-client8.10.0间接
PyPIjupyter-core5.9.1间接
PyPIjupyter-events0.12.1间接
PyPIjupyter-lsp2.3.1间接
PyPIjupyter-server2.21.0间接
PyPIjupyter-server-terminals0.5.4间接
PyPIjupyterlab4.6.3间接
PyPIjupyterlab-pygments0.3.0间接
PyPIjupyterlab-server2.28.0间接
PyPIkeyring25.7.0间接
PyPIkiwisolver1.5.0间接
PyPIkiwisolver1.5.1间接
PyPIlance-namespace0.12.0间接
PyPIlance-namespace0.9.0间接
PyPIlance-namespace-urllib3-client0.12.0间接
PyPIlance-namespace-urllib3-client0.9.0间接
PyPIlangchain-aws1.1.0间接
PyPIlangchain-core1.6.1间接
PyPIlangchain-openai—间接
PyPIlangchain-protocol0.0.19间接
PyPIlangchain-text-splitters0.3.11间接
PyPIlangsmith0.12.1间接
PyPIlark1.3.1间接
PyPIlatex2mathml3.81.0间接
PyPIlibsql-experimental0.0.55间接
PyPIlightrag-hku—间接
PyPIllama-cpp-python0.3.35间接
PyPIllama-index-core0.14.24间接
PyPIllama-index-instrumentation0.6.0间接
PyPIllama-index-workflows2.23.3间接
PyPIllvmlite0.48.0间接
PyPIllvmlite0.49.0间接
PyPIlocust2.39.1间接
PyPIlocust-cloud1.30.0间接
PyPIloguru0.7.3间接
PyPIlupa2.8间接
PyPIlxml4.9.4间接
PyPIlxml5.4.0间接
PyPIlxml6.1.2间接
PyPImail-parser4.6.4间接
PyPImakefun1.16.0间接
PyPImako1.3.12间接
PyPImako1.4.1间接
PyPImarkdown3.10.2间接
PyPImarkdown3.10.3间接
PyPImarkdown-it-py4.2.0间接
PyPImarko2.2.4间接
PyPImarkupsafe3.0.3间接
PyPImarshmallow3.26.2间接
PyPImatplotlib3.10.0间接
PyPImatplotlib3.10.9间接
PyPImatplotlib3.11.0间接
PyPImatplotlib3.11.1间接
PyPImatplotlib-inline0.2.2间接
PyPImdurl0.1.2间接
PyPImem0ai—间接
PyPImergedeep1.3.4间接
PyPImistral-common1.11.7间接
PyPImistralai1.12.4间接
PyPImistune3.3.4间接
PyPImkdocs1.6.1间接
PyPImkdocs-autorefs1.4.4间接
PyPImkdocs-get-deps0.2.2间接
PyPImkdocs-material9.7.7间接
PyPImkdocs-material-extensions1.3.1间接
PyPImkdocs-minify-plugin0.8.0间接
PyPImkdocstrings0.26.2间接
PyPImkdocstrings-python1.13.0间接
PyPIml-dtypes0.5.4间接
PyPIml-dtypes0.6.0间接
PyPImmh35.3.0间接
PyPImodal—间接
PyPImonotonic1.6间接
PyPImore-itertools11.1.0间接
PyPImpire2.10.2间接
PyPImpmath1.3.0间接
PyPImsal1.38.0间接
PyPImsal-extensions1.3.1间接
PyPImsgpack1.2.2间接
PyPImsoffcrypto-tool6.0.0间接
PyPImultidict6.7.1间接
PyPImultiprocess0.70.19间接
PyPImurmurhash1.0.15间接
PyPImypy-extensions1.1.0间接
PyPInano-vectordb—间接
PyPInarwhals2.25.0间接
PyPInbclient0.11.0间接
PyPInbconvert7.17.1间接
PyPIneo4j5.28.4间接
PyPIneo4j5.28.5间接
PyPInest-asyncio1.6.0间接
PyPInest-asyncio21.7.2间接
PyPInltk3.10.0间接
PyPInltk3.10.3间接
PyPInodeenv1.10.0间接
PyPInotebook7.6.2间接
PyPInotebook-shim0.2.4间接
PyPInumba0.66.0间接
PyPInumba0.67.0间接
PyPInvidia-cublas13.1.1.3间接
PyPInvidia-cuda-cupti13.0.85间接
PyPInvidia-cuda-nvrtc13.0.88间接
PyPInvidia-cuda-runtime13.0.96间接
PyPInvidia-cudnn-cu139.20.0.48间接
PyPInvidia-cufft12.0.0.61间接
PyPInvidia-cufile1.15.1.6间接
PyPInvidia-curand10.4.0.35间接
PyPInvidia-cusolver12.0.4.66间接
PyPInvidia-cusparse12.6.3.3间接
PyPInvidia-cusparselt-cu130.8.1间接
PyPInvidia-nccl-cu132.29.7间接
PyPInvidia-nvjitlink13.3.33间接
PyPInvidia-nvshmem-cu133.4.5间接
PyPInvidia-nvtx13.0.85间接
PyPIoauthlib3.3.1间接
PyPIolefile0.47间接
PyPIollama0.6.2间接
PyPIomegaconf2.3.1间接
PyPIonnx1.22.0间接
PyPIonnxruntime1.23.2间接
PyPIonnxruntime1.29.0间接
PyPIopenapi-pydantic0.5.1间接
PyPIopencv-python5.0.0.93间接
PyPIopenpyxl3.1.5间接
PyPIopentelemetry-api1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-common1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-grpc1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-http1.44.0间接
PyPIopentelemetry-proto1.44.0间接
PyPIopentelemetry-sdk1.44.0间接
PyPIopentelemetry-semantic-conventions0.65b0间接
PyPIorjson3.12.0间接
PyPIoverrides7.7.0间接
PyPIpackaging24.2间接
PyPIpackaging26.3间接
PyPIpaginate0.5.7间接
PyPIpandas2.3.3间接
PyPIpandocfilters1.5.1间接
PyPIparso0.8.7间接
PyPIpathable0.6.0间接
PyPIpathlib—间接
PyPIpathspec1.1.1间接
PyPIpathvalidate3.3.1间接
PyPIpdf2image1.17.0间接
PyPIpdfminer-six20260107间接
PyPIpendulum3.2.0间接
PyPIpexpect4.9.0间接
PyPIpgvector0.3.6间接
PyPIpi-heif1.4.0间接
PyPIpikepdf10.12.0间接
PyPIpikepdf10.9.1间接
PyPIpillow12.3.0间接
PyPIplatformdirs4.10.0间接
PyPIplatformdirs4.11.7间接
PyPIplaywright1.62.0间接
PyPIplotly—间接
PyPIplotly6.9.0间接
PyPIpluggy1.6.0间接
PyPIpolyfactory3.3.0间接
PyPIportalocker4.3.0间接
PyPIposthog3.25.0间接
PyPIpre-commit4.6.2间接
PyPIpreshed3.0.13间接
PyPIprometheus-client0.26.0间接
PyPIprompt-toolkit3.0.53间接
PyPIpropcache0.5.2间接
PyPIprotego0.6.2间接
PyPIproto-plus1.28.1间接
PyPIproto-plus1.28.4间接
PyPIprotobuf7.35.1间接
PyPIprotobuf7.36.1间接
PyPIpsutil7.2.2间接
PyPIpsycopg22.9.12间接
PyPIpsycopg2-binary2.9.12间接
PyPIptyprocess0.7.0间接
PyPIpure-eval0.2.3间接
PyPIpwdlib0.3.0间接
PyPIpy-key-value-aio0.4.5间接
PyPIpy-rust-stemmers0.1.8间接
PyPIpyarrow24.0.0间接
PyPIpyarrow25.0.1间接
PyPIpyasn10.6.4间接
PyPIpyasn1-modules0.4.2间接
PyPIpyclipper1.4.0间接
PyPIpycocotools2.0.11间接
PyPIpycountry26.2.16间接
PyPIpycparser3.0间接
PyPIpydantic-core2.46.4间接
PyPIpydantic-core2.46.5间接
PyPIpydantic-extra-types2.11.1间接
PyPIpyee13.0.1间接
PyPIpyfiglet1.0.4间接
PyPIpygments2.20.0间接
PyPIpygments2.21.0间接
PyPIpyjwt2.13.0间接
PyPIpylatexenc2.11间接
PyPIpymdown-extensions11.0.2间接
PyPIpypandoc1.17间接
PyPIpypandoc-binary1.17间接
PyPIpyparsing3.3.2间接
PyPIpypdfium25.11.0间接
PyPIpypdfium25.13.0间接
PyPIpyperclip1.11.0间接
PyPIpyreadline33.5.6间接
PyPIpysocks1.7.1间接
PyPIpytest7.4.4间接
PyPIpytest8.4.2间接
PyPIpytest-asyncio0.21.2间接
PyPIpytest-asyncio1.4.0间接
PyPIpytest-cov6.3.0间接
PyPIpytest-repeat0.9.4间接
PyPIpytest-rerunfailures12.0间接
PyPIpytest-split0.11.0间接
PyPIpytest-timeout2.4.0间接
PyPIpytest-xdist3.8.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-discovery1.6.0间接
PyPIpython-docx1.2.0间接
PyPIpython-engineio4.14.0间接
PyPIpython-iso6392026.4.20间接
PyPIpython-iso6392026.7.23间接
PyPIpython-json-logger4.2.0间接
PyPIpython-magic0.4.27间接
PyPIpython-oxmsg0.0.2间接
PyPIpython-pptx1.0.2间接
PyPIpython-socketio5.16.4间接
PyPIpytokens0.4.1间接
PyPIpytz2026.2间接
PyPIpytz2026.3.post1间接
PyPIpywin32312间接
PyPIpywin32-ctypes0.2.3间接
PyPIpywinpty3.0.5间接
PyPIpyyaml6.0.3间接
PyPIpyyaml-env-tag1.1间接
PyPIpyzmq27.2.0间接
PyPIrapidfuzz3.14.5间接
PyPIrapidfuzz3.14.6间接
PyPIrapidocr3.9.2间接
PyPIrapidocr-onnxruntime1.4.4间接
PyPIredis5.3.1间接
PyPIredis8.0.1间接
PyPIreferencing0.37.0间接
PyPIregex2026.6.28间接
PyPIregex2026.9.3间接
PyPIrequests—间接
PyPIrequests2.34.2间接
PyPIrequests-oauthlib2.0.0间接
PyPIrequests-toolbelt1.0.0间接
PyPIrequirements-parser0.13.1间接
PyPIrfc3339-validator0.1.4间接
PyPIrfc3986-validator0.1.1间接
PyPIrfc3987-syntax1.1.0间接
PyPIrich14.3.4间接
PyPIrich-argparse1.8.0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
PyPIruff0.16.0间接
PyPIs3fs2025.3.2间接
PyPIs3transfer0.15.0间接
PyPIsafetensors0.8.0间接
PyPIscikit-learn1.7.2间接
PyPIscikit-learn1.9.0间接
PyPIscipy1.11.4间接
PyPIscipy1.15.3间接
PyPIscipy1.17.1间接
PyPIscipy1.18.0间接
PyPIscipy1.18.1间接
PyPIseaborn0.13.2间接
PyPIsecretstorage3.5.0间接
PyPIsemchunk3.2.5间接
PyPIsemver3.0.4间接
PyPIsend2trash2.1.0间接
PyPIsentry-sdk2.68.1间接
PyPIsetuptools83.0.0间接
PyPIsetuptools84.0.0间接
PyPIshapely2.1.2间接
PyPIshellingham1.5.4间接
PyPIsimple-websocket1.1.0间接
PyPIsimplejson4.1.2间接
PyPIsix1.17.0间接
PyPIsmart-open8.0.0间接
PyPIsmart-open8.0.1间接
PyPIsmmap5.0.3间接
PyPIsniffio1.3.1间接
PyPIsortedcontainers2.4.0间接
PyPIsoupsieve2.8.4间接
PyPIsoupsieve2.9.2间接
PyPIspacy3.8.13间接
PyPIspacy3.8.14间接
PyPIspacy-legacy3.0.12间接
PyPIspacy-loggers1.0.5间接
PyPIsqlglot30.17.0间接
PyPIsrsly2.5.3间接
PyPIsse-starlette3.4.5间接
PyPIsse-starlette3.4.8间接
PyPIstack-data0.6.3间接
PyPIstarlette-context0.3.6间接
PyPIsympy1.14.0间接
PyPItabulate0.9.0间接
PyPItavily-python0.8.0间接
PyPIterminado0.18.1间接
PyPIthinc8.3.13间接
PyPIthreadpoolctl3.6.0间接
PyPItimm1.0.27间接
PyPItimm1.0.29间接
PyPItinycss21.5.1间接
PyPItinytag2.3.1间接
PyPItokenizers0.22.2间接
PyPItomli2.4.1间接
PyPItomlkit0.15.1间接
PyPItorchvision0.28.0间接
PyPItornado6.5.8间接
PyPItqdm4.68.4间接
PyPItqdm4.70.0间接
PyPItraitlets5.15.1间接
PyPItraitlets5.16.1间接
PyPItransformers4.57.6间接
PyPItransformers5.13.0间接
PyPItree-sitter0.26.0间接
PyPItree-sitter-c0.24.2间接
PyPItree-sitter-javascript0.25.0间接
PyPItree-sitter-python0.25.0间接
PyPItree-sitter-typescript0.23.2间接
PyPItriton3.7.1间接
PyPItruststore0.10.4间接
PyPItweepy4.17.0间接
PyPIty0.0.77间接
PyPItypeguard4.5.2间接
PyPItypeguard4.6.0间接
PyPItyper0.26.8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
PyPItzlocal5.4.4间接
PyPIuncalled-for0.4.0间接
PyPIunstructured0.18.32间接
PyPIunstructured0.21.5间接
PyPIunstructured0.22.23间接
PyPIunstructured-client0.42.12间接
PyPIunstructured-client0.45.0间接
PyPIunstructured-client0.46.2间接
PyPIunstructured-inference1.2.0间接
PyPIunstructured-inference1.6.13间接
PyPIunstructured-inference1.6.9间接
PyPIunstructured-pytesseract0.3.15间接
PyPIuri-template1.3.0间接
PyPIuritemplate4.2.0间接
PyPIuuid-utils0.17.0间接
PyPIvirtualenv21.7.8间接
PyPIwasabi1.1.3间接
PyPIwatchdog6.0.0间接
PyPIwatchfiles1.2.0间接
PyPIwcwidth0.8.3间接
PyPIweasel1.0.0间接
PyPIwebcolors25.10.0间接
PyPIwebencodings0.5.1间接
PyPIwebencodings0.6.1间接
PyPIwebsocket-client1.9.2间接
PyPIwerkzeug3.1.8间接
PyPIwheel0.48.0间接
PyPIwin-precise-time1.4.2间接
PyPIwin32-setctime1.2.0间接
PyPIwrapt1.17.3间接
PyPIwrapt2.2.2间接
PyPIwsproto1.3.2间接
PyPIxlrd2.0.2间接
PyPIxlsxwriter3.2.9间接
PyPIxxhash4.0.1间接
PyPIyarl1.24.2间接
PyPIyarl1.24.5间接
PyPIzipp4.1.0间接
PyPIzope-event6.2间接
PyPIzope-interface8.6间接
PyPIzstandard0.25.0间接
依赖安全公告 1

安装 pypi:cognee@1.5.4 会引入 128 个包(直接与传递):其中 1 个存在已知公告,1 个为直接依赖。

软件包版本关系严重程度公告数修复版本
diskcache5.6.3直接中2—

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读

反馈

发现这份报告有不准确之处,或有想法要分享?错误的测量、未识别的工具、建议、疑问——都欢迎提出。每条消息都会被阅读并得到回复。

登录过程中消息不会丢失。

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

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 v0.34.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计 — PyPI.