公开记录
软件健康报告模式 0.31.0 · 指标 2.10.0 · 2026-08-06 20:44 UTC

truera / trulens

Evaluation and Tracking for LLM Experiments and AI Agents

PythonMIT★ 3,487 星标⑂ 319 复刻始于 2020年11月在 GitHub 上查看 ↗
类型库如何判定
#machine-learning#neural-networks#explainable-ml#llmops#ai-monitoring#ai-observability#evals#llm-evaluation#llms#ai-agents#llm-eval#agentops#agent-evaluation

truera/trulens 的健康指数为 100 分中的 90 分，处于「优秀」区间。 其得分最高的类别是AI Readiness（97/100），最低的是Security（21/100）。 最近一次更新在今天。 近期的大部分工作由 4 位贡献者完成。

90
总分 / 100
优秀

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。

90
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 76 经校准后在公布的指数量表上为 90（记录校准 2026-08-02）。

所有权

TruEra组织
125 关注者18 个公开仓库始于 2019年5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
PyPItrulens2.12.0-1080 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？

96卓越 · 占总体的 21%

开发活跃度

93卓越
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
29.8/36提交节奏 — 52 周中有 43 周有提交
18/18提交量 — 最近一年 259 次提交
0/10OpenSSF Scorecard：Maintained — 无数据
所用输入
commits_last_year259
human_commit_share0.93
days_since_last_push0
active_weeks_last_year43

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 2 天前
27/27发布节奏 — 约每 22.3 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count100
latest_release_tagtrulens-2.11.0
releases_from_tags否
days_since_latest_release2
mean_days_between_releases22.3

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？

82优秀 · 占总体的 17%

流行度与采用

86优秀
评分方式
57.5/60星标 — 3,487 个星标
20.9/25复刻 — 319 个复刻
7.5/15关注者 — 23 位关注者
所用输入
forks319
stars3,487
watchers23
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（MIT）
18/18CONTRIBUTING 指南
0/13.5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_badges6
has_contributing是
has_issue_template否
has_code_of_conduct否
readme_badge_servicesdev.azure.com, shields.io
has_pull_request_template是

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？

88优秀 · 占总体的 23%

维护者韧性（巴士系数）

85优秀
评分方式
43.2/54巴士系数 — 4 位贡献者贡献了半数提交
19.4/22.5提交分布 — 头号贡献者编写了 14% 的提交
13.5/13.5贡献者广度 — 94 位贡献者
0/10OpenSSF Scorecard：Contributors — 无数据
所用输入
bus_factor4
contributors_sampled94
top_contributor_share0.136

议题与 PR 响应能力

89优秀
评分方式
40/42议题解决 — 95% 的议题已关闭
24.8/30PR 接受 — 已裁定的 PR 中 1,769/2,137 已合并
10.6/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 13/16
0/15OpenSSF Scorecard：Code-Review — 无数据
所用输入
merged_prs1,769
open_issues22
closed_issues432
prs_merged_7d28
prs_decided_7d32
prs_merged_30d46
prs_decided_30d56
issue_closed_ratio0.952
closed_unmerged_prs368
first_time_authors_30d9
first_time_prs_merged_30d13
first_time_prs_decided_30d16

所有权与托管责任

83优秀
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
15.1/25所有者影响力 — truera 有 125 位关注者
21.3/25既往记录 — 18 个公开仓库，账户约 7 年
所用输入
followers125
owner_typeOrganization
is_verified—
owner_logintruera
public_repos18
account_age_days2,624
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。

软件包维护

100卓越
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 108 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
packagestrulens
ecosystemspypi
any_deprecated否
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位？

77良好 · 占总体的 19%

工程实践

62中等
评分方式
0/24CI 工作流
24/24存在测试
16/16Linter 配置 — .eslintrc.cjs
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard：CI-Tests — 无数据
所用输入
has_ci否
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.trulens.org/
10/10仓库描述
10/10主题标签 — 13 个主题标签
10/10Wiki
所用输入
topicsmachine-learning, neural-networks, explainable-ml, llmops, ai-monitoring, ai-observability, evals, llm-evaluation, llms, ai-agents, llm-eval, agentops, agent-evaluation
has_wiki是
homepagehttps://www.trulens.org/
docs_sitehttps://www.trulens.org/
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？

21存在风险 · 占总体的 16%

安全态势

1危急
评分方式
0/30安全策略（SECURITY.md）
0/25Dependabot 配置
0/25依赖锁定文件 — 已发布的类库——锁定文件属于应用层关注点，不作要求
0/20CodeQL 工作流
所用输入
sourcefile_signals
lockfilespackage-lock.json, poetry.lock
manifestspyproject.toml
has_codeql_workflow否
has_security_policy否
has_dependabot_config否
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。

依赖安全公告

100卓越
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
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
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories847
affected_packages77
assessed_packages1,737
unassessed_packages108
affected_by_severitycritical 9, high 13, moderate 5, low 2, unknown 48
direct_affected_packages0
已排除计分（无数据或不适用）：间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 1737 个已解析依赖与 OSV 比对。 有 108 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。

97卓越 · 占总体的 4%

AI 代理上下文与指引

100卓越
评分方式
45/45代理指令 — AGENTS.md
15/15机器可读文档（llms.txt） — 存在 llms.txt
40/40可读的提交历史 — 93 次人类提交中有 91 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_url—
legible_history_share0.978
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes10,618

验证循环（构建 / 测试 / 类型检查）

100卓越
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .eslintrc.cjs
11/11静态类型检查 — _trulens/trulens/_bundle/py.typed, examples/expositional/frameworks/openai_agent_sdk/openai_agent_sdk_snowflake_tools/frontend/tsconfig.json, src/apps/gepa/trulens/apps/gepa/py.typed, src/apps/langchain/trulens/apps/langchain/py.typed, src/apps/llamaindex/trulens/apps/llamaindex/py.typed, src/apps/nemo/trulens/apps/nemo/py.typed, src/apps/rl/trulens/apps/rl/py.typed, src/connectors/snowflake/trulens/connectors/snowflake/py.typed, src/core/trulens/apps/py.typed, src/core/trulens/core/py.typed, src/core/trulens/experimental/otel_tracing/core/py.typed, src/core/trulens/experimental/otel_tracing/py.typed, src/core/trulens/experimental/py.typed, src/dashboard/react_components/record_viewer/tsconfig.json, src/dashboard/react_components/record_viewer_otel/tsconfig.json, src/dashboard/trulens/dashboard/py.typed, src/feedback/trulens/feedback/py.typed, src/hotspots/trulens/hotspots/py.typed, src/otel/semconv/trulens/otel/semconv/py.typed, src/providers/bedrock/trulens/providers/bedrock/py.typed, src/providers/cortex/trulens/providers/cortex/py.typed, src/providers/google/trulens/providers/google/py.typed, src/providers/huggingface/trulens/providers/huggingface/py.typed, src/providers/langchain/trulens/providers/langchain/py.typed, src/providers/litellm/trulens/providers/litellm/py.typed, src/providers/openai/trulens/providers/openai/py.typed
10/10可复现环境 — Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 8 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 7 次为自动依赖更新
0/10OpenSSF Scorecard：Pinned-Dependencies — 无数据
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json, poetry.lock
has_dockerfile是
typed_language否
bootstrap_filesMakefile
has_devcontainer否
has_linter_config是
typecheck_configs_trulens/trulens/_bundle/py.typed, examples/expositional/frameworks/openai_agent_sdk/openai_agent_sdk_snowflake_tools/frontend/tsconfig.json, src/apps/gepa/trulens/apps/gepa/py.typed, src/apps/langchain/trulens/apps/langchain/py.typed, src/apps/llamaindex/trulens/apps/llamaindex/py.typed, src/apps/nemo/trulens/apps/nemo/py.typed, src/apps/rl/trulens/apps/rl/py.typed, src/connectors/snowflake/trulens/connectors/snowflake/py.typed, src/core/trulens/apps/py.typed, src/core/trulens/core/py.typed, src/core/trulens/experimental/otel_tracing/core/py.typed, src/core/trulens/experimental/otel_tracing/py.typed, src/core/trulens/experimental/py.typed, src/dashboard/react_components/record_viewer/tsconfig.json, src/dashboard/react_components/record_viewer_otel/tsconfig.json, src/dashboard/trulens/dashboard/py.typed, src/feedback/trulens/feedback/py.typed, src/hotspots/trulens/hotspots/py.typed, src/otel/semconv/trulens/otel/semconv/py.typed, src/providers/bedrock/trulens/providers/bedrock/py.typed, src/providers/cortex/trulens/providers/cortex/py.typed, src/providers/google/trulens/providers/google/py.typed, src/providers/huggingface/trulens/providers/huggingface/py.typed, src/providers/langchain/trulens/providers/langchain/py.typed, src/providers/litellm/trulens/providers/litellm/py.typed, src/providers/openai/trulens/providers/openai/py.typed
agent_commit_share0.08
toolchain_manifests—
dependency_bot_commit_share0.07

面向模型的代码可读性

81优秀
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（_trulens/trulens/_bundle/py.typed, examples/expositional/frameworks/openai_agent_sdk/openai_agent_sdk_snowflake_tools/frontend/tsconfig.json, src/apps/gepa/trulens/apps/gepa/py.typed, src/apps/langchain/trulens/apps/langchain/py.typed, src/apps/llamaindex/trulens/apps/llamaindex/py.typed, src/apps/nemo/trulens/apps/nemo/py.typed, src/apps/rl/trulens/apps/rl/py.typed, src/connectors/snowflake/trulens/connectors/snowflake/py.typed, src/core/trulens/apps/py.typed, src/core/trulens/core/py.typed, src/core/trulens/experimental/otel_tracing/core/py.typed, src/core/trulens/experimental/otel_tracing/py.typed, src/core/trulens/experimental/py.typed, src/dashboard/react_components/record_viewer/tsconfig.json, src/dashboard/react_components/record_viewer_otel/tsconfig.json, src/dashboard/trulens/dashboard/py.typed, src/feedback/trulens/feedback/py.typed, src/hotspots/trulens/hotspots/py.typed, src/otel/semconv/trulens/otel/semconv/py.typed, src/providers/bedrock/trulens/providers/bedrock/py.typed, src/providers/cortex/trulens/providers/cortex/py.typed, src/providers/google/trulens/providers/google/py.typed, src/providers/huggingface/trulens/providers/huggingface/py.typed, src/providers/langchain/trulens/providers/langchain/py.typed, src/providers/litellm/trulens/providers/litellm/py.typed, src/providers/openai/trulens/providers/openai/py.typed）
54.4/55可控的文件大小 — 采样的 685 个源文件中有 8 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes795,473
source_files_sampled685
oversized_source_files8

机器可读接口

100卓越
评分方式
0/40API 模式（OpenAPI/GraphQL/proto） — 不适用于此类软件
0/20MCP 服务器 — 不适用于此类软件
40/40可运行示例 — examples, notebooks
所用输入
example_dirsexamples, notebooks
has_mcp_signal否
api_schema_files—
interfaces_expected_of—
已排除计分（无数据或不适用）：API 模式（OpenAPI/GraphQL/proto）, MCP 服务器。 其余权重已重新归一化。

关键数据

3,487GitHub 星标
94贡献者
259最近 12 个月提交数
0距最近推送天数
100发布版本数
4巴士系数（bus factor）
22开放议题
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 23 authors (cap 12)
  • deps.dev does not index pypi:trulens@2.12.0; advisories assessed against the repository dependency graph instead
  • Advisory severity resolved for 120 of 514 advisories (lookup cap); the remainder are reported as unknown severity
  • OpenSSF Scorecard did not return a usable result (2026/08/06 20:43:56 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks

更多细节

Star 与 Fork 历史 0 ★ / 319 ⇿
0Star
319Fork
100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。

012525037531882021-022023-112026-08
主版本 0次版本 0修订 0

每个点涵盖 6 天。

直接依赖 5
注册表软件包版本约束清单文件
PyPItrulens-core^2.0.0pyproject.toml
PyPItrulens-feedback^2.0.0pyproject.toml
PyPItrulens-dashboard^2.0.0pyproject.toml
PyPItrulens-otel-semconv^2.0.0pyproject.toml
PyPItrulens_eval^2.0.0pyproject.toml
全部依赖 1,845

来自 GitHub 依赖图的完整解析依赖集合：9 个直接依赖与 1,836 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
PyPItrulens-core—直接
PyPItrulens-core2.12.0直接
PyPItrulens-dashboard—直接
PyPItrulens-dashboard2.12.0直接
PyPItrulens-eval2.12.0直接
PyPItrulens-feedback—直接
PyPItrulens-feedback2.12.0直接
PyPItrulens-otel-semconv—直接
PyPItrulens-otel-semconv2.12.0直接
npm@aashutoshrathi/word-wrap1.2.6间接
npm@adobe/css-tools4.4.2间接
npm@ampproject/remapping2.3.0间接
npm@asamuzakjp/css-color3.1.7间接
npm@babel/code-frame7.24.7间接
npm@babel/code-frame7.27.1间接
npm@babel/compat-data7.27.1间接
npm@babel/core7.27.1间接
npm@babel/generator7.24.7间接
npm@babel/generator7.27.1间接
npm@babel/helper-compilation-targets7.27.1间接
npm@babel/helper-environment-visitor7.24.7间接
npm@babel/helper-function-name7.24.7间接
npm@babel/helper-hoist-variables7.24.7间接
npm@babel/helper-module-imports7.24.7间接
npm@babel/helper-module-imports7.27.1间接
npm@babel/helper-module-transforms7.27.1间接
npm@babel/helper-split-export-declaration7.24.7间接
npm@babel/helper-string-parser7.24.7间接
npm@babel/helper-string-parser7.27.1间接
npm@babel/helper-validator-identifier7.24.7间接
npm@babel/helper-validator-identifier7.27.1间接
npm@babel/helper-validator-option7.27.1间接
npm@babel/helpers7.27.1间接
npm@babel/highlight7.24.7间接
npm@babel/parser7.24.7间接
npm@babel/parser7.27.1间接
npm@babel/runtime7.28.6间接
npm@babel/template7.24.7间接
npm@babel/template7.27.1间接
npm@babel/traverse7.24.7间接
npm@babel/traverse7.27.1间接
npm@babel/types7.24.7间接
npm@babel/types7.27.1间接
npm@bcoe/v8-coverage1.0.2间接
npm@csstools/color-helpers5.0.2间接
npm@csstools/css-calc2.1.3间接
npm@csstools/css-color-parser3.0.9间接
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npmhtml-escaper2.0.2间接
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npmis-path-inside3.0.3间接
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npmis-typed-array1.1.15间接
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npmisarray2.0.5间接
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npmistanbul-lib-report3.0.1间接
npmistanbul-lib-source-maps5.0.6间接
npmistanbul-reports3.1.7间接
npmiterator.prototype1.1.5间接
npmjackspeak3.4.3间接
npmjoi17.13.3间接
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npmjs-yaml4.1.1间接
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npmjsdom26.1.0间接
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npmjson-bignum0.0.3间接
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npmjson52.2.3间接
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npmjsx-ast-utils3.3.5间接
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npmlightningcss-darwin-x641.32.0间接
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npmlightningcss-freebsd-x641.33.0间接
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npmlightningcss-linux-arm-gnueabihf1.33.0间接
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npmlightningcss-linux-arm64-musl1.32.0间接
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npmlightningcss-linux-x64-musl1.32.0间接
npmlightningcss-linux-x64-musl1.33.0间接
npmlightningcss-win32-arm64-msvc1.32.0间接
npmlightningcss-win32-arm64-msvc1.33.0间接
npmlightningcss-win32-x64-msvc1.32.0间接
npmlightningcss-win32-x64-msvc1.33.0间接
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npmlodash.curry4.1.1间接
npmlodash.flow3.5.0间接
npmlodash.merge4.6.2间接
npmlodash.padend4.6.1间接
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npmloupe3.2.1间接
npmlru-cache10.4.3间接
npmlru-cache5.1.1间接
npmlru-cache6.0.0间接
npmlz-string1.5.0间接
npmmagic-string0.27.0间接
npmmagic-string0.30.21间接
npmmagicast0.3.5间接
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npmmap-or-similar1.5.0间接
npmmath-intrinsics1.1.0间接
npmmemoizerific1.11.3间接
npmmerge-stream2.0.0间接
npmmerge21.4.1间接
npmmicromatch4.0.8间接
npmmime1.6.0间接
npmmime-db1.52.0间接
npmmime-types2.1.35间接
npmmimic-fn2.1.0间接
npmmimic-fn4.0.0间接
npmmin-indent1.0.1间接
npmminimatch3.1.5间接
npmminimatch9.0.9间接
npmminimist1.2.8间接
npmminipass7.1.2间接
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npmms2.1.3间接
npmnanoid3.3.16间接
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npmnode-fetch2.7.0间接
npmnode-releases2.0.19间接
npmnpm-run-path4.0.1间接
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npmobject-assign4.1.1间接
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npmobject-inspect1.13.4间接
npmobject-keys1.1.1间接
npmobject.assign4.1.5间接
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npmobject.entries1.1.6间接
npmobject.entries1.1.9间接
npmobject.fromentries2.0.8间接
npmobject.groupby1.0.3间接
npmobject.hasown1.1.2间接
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npmobject.values1.2.1间接
npmobug2.1.1间接
npmonce1.4.0间接
npmonetime5.1.2间接
npmonetime6.0.0间接
npmopen8.4.2间接
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npmopener1.5.2间接
npmoptionator0.9.3间接
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npmp-limit3.1.0间接
npmp-locate5.0.0间接
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npmpad-left2.1.0间接
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npmparse57.3.0间接
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npmpicomatch2.3.2间接
npmpicomatch4.0.4间接
npmpicomatch4.0.5间接
npmplaywright1.58.2间接
npmplaywright-core1.58.2间接
npmpolished4.3.1间接
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npmpostcss8.5.22间接
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npmprettier3.5.3间接
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npmprocess0.11.10间接
npmpromise7.3.1间接
npmprompts2.4.2间接
npmprop-types15.8.1间接
npmproxy-from-env2.1.0间接
npmpunycode2.3.0间接
npmpunycode2.3.1间接
npmpure-color1.3.0间接
npmqs6.15.3间接
npmqueue-microtask1.2.3间接
npmreact16.14.0间接
npmreact18.2.0间接
npmreact18.3.1间接
npmreact-base16-styling0.6.0间接
npmreact-base16-styling0.9.1间接
npmreact-docgen7.1.1间接
npmreact-docgen-typescript2.2.2间接
npmreact-dom16.14.0间接
npmreact-dom18.2.0间接
npmreact-dom18.3.1间接
npmreact-is16.13.1间接
npmreact-is17.0.2间接
npmreact-is18.3.1间接
npmreact-is19.1.0间接
npmreact-lifecycles-compat3.0.4间接
npmreact-textarea-autosize8.3.4间接
npmreact-textarea-autosize8.5.9间接
npmreact-transition-group4.4.5间接
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npmredent3.0.0间接
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npmreflect.getprototypeof1.0.10间接
npmregexp.prototype.flags1.5.2间接
npmregexp.prototype.flags1.5.4间接
npmrepeat-string1.6.1间接
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npmresolve1.22.10间接
npmresolve1.22.8间接
npmresolve2.0.0-next.4间接
npmresolve2.0.0-next.5间接
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npmreusify1.0.4间接
npmreusify1.1.0间接
npmrimraf3.0.2间接
npmrolldown1.1.5间接
npmrollup4.59.0间接
npmrrweb-cssom0.8.0间接
npmrun-applescript5.0.0间接
npmrun-parallel1.2.0间接
npmrxjs7.8.2间接
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npmsafer-buffer2.1.2间接
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npmsemver6.3.1间接
npmsemver7.5.4间接
npmsemver7.7.1间接
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npmset-function-name2.0.2间接
npmset-proto1.0.0间接
npmsetimmediate1.0.5间接
npmshebang-command2.0.0间接
npmshebang-regex3.0.0间接
npmside-channel1.0.4间接
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npmside-channel-list1.0.1间接
npmside-channel-map1.0.1间接
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npmsiginfo2.0.0间接
npmsignal-exit3.0.7间接
npmsignal-exit4.1.0间接
npmsimple-swizzle0.2.2间接
npmsirv3.0.1间接
npmsisteransi1.0.5间接
npmslash3.0.0间接
npmsource-map0.5.7间接
npmsource-map0.6.1间接
npmsource-map-js1.2.1间接
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npmstd-env3.10.0间接
npmstd-env4.2.0间接
npmstorybook8.6.17间接
npmstreamlit-component-lib1.4.0间接
npmstring-width4.2.3间接
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npmstring.prototype.includes2.0.1间接
npmstring.prototype.matchall4.0.12间接
npmstring.prototype.matchall4.0.8间接
npmstring.prototype.repeat1.0.0间接
npmstring.prototype.trim1.2.10间接
npmstring.prototype.trim1.2.9间接
npmstring.prototype.trimend1.0.8间接
npmstring.prototype.trimend1.0.9间接
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npmstrip-ansi6.0.1间接
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npmstrip-bom3.0.0间接
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npmstylis4.2.0间接
npmsupports-color5.5.0间接
npmsupports-color7.2.0间接
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npmtinyspy4.0.4间接
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npmto-fast-properties2.0.0间接
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npmtotalist3.0.1间接
npmtough-cookie5.1.2间接
npmtr460.0.3间接
npmtr465.1.1间接
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npmtslib2.8.1间接
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npmtype-fest0.20.2间接
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npmuuid14.0.1间接
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npmxml-name-validator5.0.0间接
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PyPIaccelerate—间接
PyPIaiohappyeyeballs2.4.3间接
PyPIaiohappyeyeballs2.4.4间接
PyPIaiohappyeyeballs2.7.1间接
PyPIaiohttp3.10.11间接
PyPIaiohttp3.11.9间接
PyPIaiohttp3.14.3间接
PyPIaiosignal1.3.1间接
PyPIaiosignal1.4.0间接
PyPIaiosqlite0.22.1间接
PyPIalembic—间接
PyPIalembic1.14.0间接
PyPIalembic1.18.5间接
PyPIaltair—间接
PyPIaltair6.2.2间接
PyPIannotated-types0.7.0间接
PyPIannotated-types0.8.0间接
PyPIannoy1.17.3间接
PyPIanthropic—间接
PyPIanthropic0.120.2间接
PyPIanyio4.14.2间接
PyPIanyio4.5.2间接
PyPIanyio4.6.2.post1间接
PyPIappdirs1.4.4间接
PyPIappnope0.1.4间接
PyPIargon2-cffi25.1.0间接
PyPIargon2-cffi-bindings25.1.0间接
PyPIarrow1.4.0间接
PyPIasgiref3.8.1间接
PyPIasn1crypto1.5.1间接
PyPIasttokens3.0.2间接
PyPIasync-lru2.3.0间接
PyPIasync-timeout4.0.3间接
PyPIasync-timeout5.0.1间接
PyPIattrs24.2.0间接
PyPIattrs26.1.0间接
PyPIbabel2.18.0间接
PyPIbackoff2.2.1间接
PyPIbackrefs8.0间接
PyPIbanks2.4.5间接
PyPIbcrypt4.2.1间接
PyPIbeautifulsoup4—间接
PyPIbeautifulsoup44.12.3间接
PyPIbeautifulsoup44.15.0间接
PyPIbert-score—间接
PyPIblack26.5.1间接
PyPIbleach6.4.0间接
PyPIblinker1.9.0间接
PyPIboto3—间接
PyPIboto31.35.59间接
PyPIboto31.43.57间接
PyPIbotocore—间接
PyPIbotocore1.35.59间接
PyPIbotocore1.43.57间接
PyPIbracex3.0.1间接
PyPIbs4—间接
PyPIbuild1.2.2.post1间接
PyPIbuild1.5.0间接
PyPIcachetools5.5.0间接
PyPIcachetools5.5.2间接
PyPIcertifi2024.8.30间接
PyPIcertifi2026.7.22间接
PyPIcffi1.17.1间接
PyPIcfgv3.5.0间接
PyPIcharset-normalizer3.4.0间接
PyPIcharset-normalizer3.4.9间接
PyPIchroma-hnswlib0.7.3间接
PyPIchromadb—间接
PyPIchromadb0.4.24间接
PyPIclarifai10.8.0间接
PyPIclarifai-grpc10.10.2间接
PyPIclick8.1.7间接
PyPIclick8.4.2间接
PyPIcloudpickle2.2.1间接
PyPIcloudpickle3.1.1间接
PyPIcodespell2.4.3间接
PyPIcohere5.13.2间接
PyPIcolorama0.4.6间接
PyPIcoloredlogs15.0.1间接
PyPIcomm0.2.3间接
PyPIcontextlib221.6.0间接
PyPIcrewai0.35.8间接
PyPIcrewai-tools0.4.6间接
PyPIcryptography43.0.3间接
PyPIcryptography46.0.0间接
PyPIcuda-bindings13.3.1间接
PyPIcuda-pathfinder1.6.0间接
PyPIcuda-toolkit13.0.3.0间接
PyPIdataclasses-json0.6.7间接
PyPIdatasets—间接
PyPIdebugpy1.8.21间接
PyPIdecorator5.1.1间接
PyPIdecorator5.3.1间接
PyPIdefusedxml0.7.1间接
PyPIdeprecated1.2.14间接
PyPIdeprecated1.2.15间接
PyPIdeprecated1.3.1间接
PyPIdeprecation2.1.0间接
PyPIdill—间接
PyPIdill0.3.9间接
PyPIdirtyjson1.0.8间接
PyPIdistlib0.4.3间接
PyPIdistro1.9.0间接
PyPIdocarray—间接
PyPIdocker7.1.0间接
PyPIdocstring-parser0.16间接
PyPIdocstring-parser0.18.0间接
PyPIdocutils0.23间接
PyPIdocx2txt0.8间接
PyPIdurationpy0.9间接
PyPIembedchain0.1.113间接
PyPIevaluate—间接
PyPIexceptiongroup1.2.2间接
PyPIexceptiongroup1.3.1间接
PyPIexecnet2.1.2间接
PyPIexecuting2.2.1间接
PyPIfaiss-cpu—间接
PyPIfastapi—间接
PyPIfastapi0.115.5间接
PyPIfastapi0.115.6间接
PyPIfastavro1.9.7间接
PyPIfastembed0.4.2间接
PyPIfastjsonschema2.22.1间接
PyPIfastuuid0.14.0间接
PyPIfilelock3.16.1间接
PyPIfilelock3.32.0间接
PyPIfiletype1.2.0间接
PyPIflatbuffers24.3.25间接
PyPIfqdn1.5.1间接
PyPIfrozenlist1.5.0间接
PyPIfrozenlist1.8.0间接
PyPIfsspec2024.10.0间接
PyPIfsspec2025.12.0间接
PyPIgenai—间接
PyPIghp-import2.1.0间接
PyPIgitdb4.0.12间接
PyPIgitpython3.1.57间接
PyPIgoogle-api-core2.23.0间接
PyPIgoogle-auth—间接
PyPIgoogle-auth2.36.0间接
PyPIgoogle-auth2.56.2间接
PyPIgoogle-cloud-aiplatform1.73.0间接
PyPIgoogle-cloud-bigquery3.27.0间接
PyPIgoogle-cloud-core2.4.1间接
PyPIgoogle-cloud-resource-manager1.13.1间接
PyPIgoogle-cloud-storage2.18.2间接
PyPIgoogle-crc32c1.6.0间接
PyPIgoogle-genai—间接
PyPIgoogle-genai2.14.0间接
PyPIgoogle-resumable-media2.7.2间接
PyPIgoogleapis-common-protos1.66.0间接
PyPIgptcache0.1.44间接
PyPIgreenlet3.1.1间接
PyPIgreenlet3.5.4间接
PyPIgriffe1.15.0间接
PyPIgrpc-google-iam-v10.13.1间接
PyPIgrpcio1.64.3间接
PyPIgrpcio-status1.64.3间接
PyPIh110.14.0间接
PyPIh110.16.0间接
PyPIh24.4.0间接
PyPIhf-xet1.5.2间接
PyPIhnswlib—间接
PyPIhpack4.2.0间接
PyPIhttpcore1.0.6间接
PyPIhttpcore1.0.7间接
PyPIhttpcore1.0.9间接
PyPIhttptools0.6.4间接
PyPIhttptools0.8.0间接
PyPIhttpx—间接
PyPIhttpx0.27.2间接
PyPIhttpx0.28.0间接
PyPIhttpx0.28.1间接
PyPIhttpx-sse0.4.0间接
PyPIhttpx-sse0.4.3间接
PyPIhuggingface-hub0.26.2间接
PyPIhuggingface-hub0.26.3间接
PyPIhuggingface-hub0.36.2间接
PyPIhumanfriendly10.0间接
PyPIhyperframe6.1.0间接
PyPIid1.6.1间接
PyPIidentify2.6.19间接
PyPIidna3.10间接
PyPIidna3.18间接
PyPIimportlib-metadata8.5.0间接
PyPIimportlib-metadata8.7.1间接
PyPIimportlib-metadata9.0.0间接
PyPIimportlib-resources—间接
PyPIimportlib-resources6.4.5间接
PyPIimportlib-resources6.5.2间接
PyPIiniconfig2.0.0间接
PyPIiniconfig2.3.0间接
PyPIinquirerpy0.3.4间接
PyPIinstructor1.3.3间接
PyPIipykernel7.3.0间接
PyPIipython—间接
PyPIipython8.39.0间接
PyPIipytree—间接
PyPIipywidgets—间接
PyPIipywidgets8.1.8间接
PyPIisoduration20.11.0间接
PyPIitsdangerous2.2.0间接
PyPIjaraco-classes3.4.0间接
PyPIjedi0.20.0间接
PyPIjeepney0.9.0间接
PyPIjinja23.1.4间接
PyPIjinja23.1.6间接
PyPIjiter0.16.0间接
PyPIjiter0.4.2间接
PyPIjiter0.7.1间接
PyPIjmespath1.0.1间接
PyPIjmespath1.1.0间接
PyPIjoblib1.4.2间接
PyPIjoblib1.5.3间接
PyPIjson50.15.0间接
PyPIjsonpatch1.33间接
PyPIjsonpointer3.0.0间接
PyPIjsonpointer3.1.1间接
PyPIjsonref1.1.0间接
PyPIjsonschema4.23.0间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-specifications2023.12.1间接
PyPIjsonschema-specifications2025.9.1间接
PyPIjupyter—间接
PyPIjupyter1.1.1间接
PyPIjupyter-builder1.1.1间接
PyPIjupyter-client8.9.1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-server2.20.0间接
PyPIjupyter-server-terminals0.5.4间接
PyPIjupyterlab4.6.2间接
PyPIjupyterlab-pygments0.3.0间接
PyPIjupyterlab-server2.28.0间接
PyPIjupyterlab-widgets3.0.16间接
PyPIjupytext1.19.5间接
PyPIkaggle—间接
PyPIkeyring24.3.1间接
PyPIkubernetes31.0.0间接
PyPIlancedb0.5.7间接
PyPIlangchain—间接
PyPIlangchain0.1.20间接
PyPIlangchain0.2.11间接
PyPIlangchain0.2.17间接
PyPIlangchain1.3.14间接
PyPIlangchain-classic1.0.8间接
PyPIlangchain-cohere0.1.5间接
PyPIlangchain-community—间接
PyPIlangchain-community0.0.38间接
PyPIlangchain-community0.2.10间接
PyPIlangchain-community0.2.19间接
PyPIlangchain-community0.4.2间接
PyPIlangchain-core—间接
PyPIlangchain-core0.1.53间接
PyPIlangchain-core0.2.24间接
PyPIlangchain-core0.2.43间接
PyPIlangchain-core1.5.1间接
PyPIlangchain-experimental—间接
PyPIlangchain-huggingface—间接
PyPIlangchain-openai—间接
PyPIlangchain-openai0.1.7间接
PyPIlangchain-protocol0.0.18间接
PyPIlangchain-text-splitters—间接
PyPIlangchain-text-splitters0.0.2间接
PyPIlangchain-text-splitters0.2.2间接
PyPIlangchain-text-splitters0.2.4间接
PyPIlangchain-text-splitters1.1.2间接
PyPIlangchainhub—间接
PyPIlanggraph—间接
PyPIlanggraph1.2.9间接
PyPIlanggraph-checkpoint4.1.1间接
PyPIlanggraph-prebuilt1.1.0间接
PyPIlanggraph-sdk0.4.2间接
PyPIlangsmith0.1.143间接
PyPIlangsmith0.1.147间接
PyPIlangsmith0.10.10间接
PyPIlark1.1.9间接
PyPIlark1.3.1间接
PyPIlibrt0.13.0间接
PyPIlitellm—间接
PyPIlitellm1.52.6间接
PyPIlitellm1.80.0间接
PyPIllama-cloud0.1.5间接
PyPIllama-index—间接
PyPIllama-index0.11.23间接
PyPIllama-index0.14.23间接
PyPIllama-index-agent-openai0.3.4间接
PyPIllama-index-cli0.3.1间接
PyPIllama-index-core0.11.23间接
PyPIllama-index-core0.14.23间接
PyPIllama-index-embeddings-openai0.2.5间接
PyPIllama-index-embeddings-openai0.6.0间接
PyPIllama-index-indices-managed-llama-cloud0.4.2间接
PyPIllama-index-instrumentation0.5.0间接
PyPIllama-index-legacy0.9.48.post4间接
PyPIllama-index-llms-openai0.2.16间接
PyPIllama-index-llms-openai0.7.10间接
PyPIllama-index-multi-modal-llms-openai0.2.3间接
PyPIllama-index-program-openai0.2.0间接
PyPIllama-index-question-gen-openai0.2.0间接
PyPIllama-index-readers-file—间接
PyPIllama-index-readers-file0.3.0间接
PyPIllama-index-readers-llama-parse0.3.0间接
PyPIllama-index-readers-web—间接
PyPIllama-index-workflows2.22.2间接
PyPIllama-parse0.5.14间接
PyPIllvmlite0.48.0间接
PyPIloguru0.7.2间接
PyPImako1.3.12间接
PyPImako1.3.6间接
PyPImako1.3.7间接
PyPImarkdown3.10.2间接
PyPImarkdown-include0.8.1间接
PyPImarkdown-it-py3.0.0间接
PyPImarkdown-it-py4.2.0间接
PyPImarkupsafe2.1.5间接
PyPImarkupsafe3.0.2间接
PyPImarkupsafe3.0.3间接
PyPImarshmallow3.22.0间接
PyPImarshmallow3.23.1间接
PyPImarshmallow3.26.2间接
PyPImatplotlib—间接
PyPImatplotlib-inline0.2.2间接
PyPImdit-py-plugins0.6.1间接
PyPImdurl0.1.2间接
PyPImergedeep1.3.4间接
PyPImistune3.3.4间接
PyPImkdocs1.6.1间接
PyPImkdocs-autorefs1.4.4间接
PyPImkdocs-gen-files0.6.1间接
PyPImkdocs-get-deps0.2.2间接
PyPImkdocs-include-markdown-plugin7.3.0间接
PyPImkdocs-jupyter0.26.3间接
PyPImkdocs-literate-nav0.6.3间接
PyPImkdocs-material9.7.7间接
PyPImkdocs-material-extensions1.3.1间接
PyPImkdocs-redirects1.2.3间接
PyPImkdocs-section-index0.3.12间接
PyPImkdocstrings1.0.6间接
PyPImkdocstrings-python1.19.0间接
PyPImmh34.1.0间接
PyPImmh35.0.1间接
PyPImonotonic1.6间接
PyPImore-itertools11.1.0间接
PyPImpmath1.3.0间接
PyPImultidict6.1.0间接
PyPImultidict6.7.1间接
PyPImunch—间接
PyPImunch2.5.0间接
PyPImunch4.0.0间接
PyPImypy1.20.2间接
PyPImypy-extensions1.0.0间接
PyPImypy-extensions1.1.0间接
PyPInarwhals2.24.0间接
PyPInbclient0.11.0间接
PyPInbconvert—间接
PyPInbconvert7.17.1间接
PyPInbformat5.0.8间接
PyPInbformat5.10.4间接
PyPInemoguardrails—间接
PyPInemoguardrails0.9.1.1间接
PyPInest-asyncio—间接
PyPInest-asyncio1.6.0间接
PyPInest-asyncio21.7.2间接
PyPInetworkx3.1间接
PyPInetworkx3.2.1间接
PyPInetworkx3.4.2间接
PyPInh30.3.6间接
PyPInltk—间接
PyPInltk3.10.0间接
PyPInltk3.9.1间接
PyPInodeenv1.10.0间接
PyPInodeenv1.9.1间接
PyPInotebook7.6.1间接
PyPInotebook-shim0.2.4间接
PyPInumba0.66.0间接
PyPInumpy—间接
PyPInumpy1.24.4间接
PyPInumpy1.26.4间接
PyPInumpy2.0.2间接
PyPInumpy2.2.6间接
PyPInvidia-cublas13.1.1.3间接
PyPInvidia-cublas-cu1212.1.3.1间接
PyPInvidia-cublas-cu1212.4.5.8间接
PyPInvidia-cuda-cupti13.0.85间接
PyPInvidia-cuda-cupti-cu1212.1.105间接
PyPInvidia-cuda-cupti-cu1212.4.127间接
PyPInvidia-cuda-nvrtc13.0.88间接
PyPInvidia-cuda-nvrtc-cu1212.1.105间接
PyPInvidia-cuda-nvrtc-cu1212.4.127间接
PyPInvidia-cuda-runtime13.0.96间接
PyPInvidia-cuda-runtime-cu1212.1.105间接
PyPInvidia-cuda-runtime-cu1212.4.127间接
PyPInvidia-cudnn-cu129.1.0.70间接
PyPInvidia-cudnn-cu139.20.0.48间接
PyPInvidia-cufft12.0.0.61间接
PyPInvidia-cufft-cu1211.0.2.54间接
PyPInvidia-cufft-cu1211.2.1.3间接
PyPInvidia-cufile1.15.1.6间接
PyPInvidia-curand10.4.0.35间接
PyPInvidia-curand-cu1210.3.2.106间接
PyPInvidia-curand-cu1210.3.5.147间接
PyPInvidia-cusolver12.0.4.66间接
PyPInvidia-cusolver-cu1211.4.5.107间接
PyPInvidia-cusolver-cu1211.6.1.9间接
PyPInvidia-cusparse12.6.3.3间接
PyPInvidia-cusparse-cu1212.1.0.106间接
PyPInvidia-cusparse-cu1212.3.1.170间接
PyPInvidia-cusparselt-cu130.8.1间接
PyPInvidia-nccl-cu122.20.5间接
PyPInvidia-nccl-cu122.21.5间接
PyPInvidia-nccl-cu122.30.7间接
PyPInvidia-nccl-cu132.29.7间接
PyPInvidia-nvjitlink13.3.33间接
PyPInvidia-nvjitlink-cu1212.4.127间接
PyPInvidia-nvjitlink-cu1212.6.77间接
PyPInvidia-nvshmem-cu133.4.5间接
PyPInvidia-nvtx13.0.85间接
PyPInvidia-nvtx-cu1212.1.105间接
PyPInvidia-nvtx-cu1212.4.127间接
PyPIoauthlib3.2.2间接
PyPIonnx1.17.0间接
PyPIonnxruntime—间接
PyPIonnxruntime1.19.2间接
PyPIonnxruntime1.20.1间接
PyPIopenai—间接
PyPIopenai1.109.1间接
PyPIopenai1.54.4间接
PyPIopenai1.56.2间接
PyPIopenai-agents—间接
PyPIopentelemetry-api—间接
PyPIopentelemetry-api1.28.1间接
PyPIopentelemetry-api1.28.2间接
PyPIopentelemetry-api1.41.1间接
PyPIopentelemetry-api1.44.0间接
PyPIopentelemetry-exporter-otlp-proto-common1.28.2间接
PyPIopentelemetry-exporter-otlp-proto-grpc1.28.2间接
PyPIopentelemetry-exporter-otlp-proto-http1.28.2间接
PyPIopentelemetry-instrumentation0.49b2间接
PyPIopentelemetry-instrumentation-asgi0.49b2间接
PyPIopentelemetry-instrumentation-fastapi0.49b2间接
PyPIopentelemetry-proto—间接
PyPIopentelemetry-proto1.28.2间接
PyPIopentelemetry-proto1.44.0间接
PyPIopentelemetry-sdk—间接
PyPIopentelemetry-sdk1.28.1间接
PyPIopentelemetry-sdk1.28.2间接
PyPIopentelemetry-sdk1.44.0间接
PyPIopentelemetry-semantic-conventions0.49b1间接
PyPIopentelemetry-semantic-conventions0.49b2间接
PyPIopentelemetry-semantic-conventions0.62b1间接
PyPIopentelemetry-semantic-conventions0.65b0间接
PyPIopentelemetry-util-http0.49b2间接
PyPIorjson3.10.11间接
PyPIorjson3.10.12间接
PyPIorjson3.11.9间接
PyPIormsgpack1.12.2间接
PyPIoutcome1.3.0.post0间接
PyPIoverrides7.7.0间接
PyPIpackaging—间接
PyPIpackaging23.2间接
PyPIpackaging24.2间接
PyPIpackaging25.0间接
PyPIpaginate0.5.7间接
PyPIpandas—间接
PyPIpandas2.0.3间接
PyPIpandas2.3.3间接
PyPIpandocfilters1.5.1间接
PyPIparameterized0.9.0间接
PyPIparso0.8.7间接
PyPIpathspec1.1.1间接
PyPIpdfminer-six—间接
PyPIpexpect4.9.0间接
PyPIpfzy0.3.4间接
PyPIpillow10.4.0间接
PyPIpillow11.0.0间接
PyPIpillow12.3.0间接
PyPIpinecone-client—间接
PyPIpip24.3.1间接
PyPIpkgutil-resolve-name1.3.10间接
PyPIplatformdirs4.11.0间接
PyPIplatformdirs4.3.6间接
PyPIplotly—间接
PyPIplotly6.9.0间接
PyPIpluggy1.5.0间接
PyPIpluggy1.6.0间接
PyPIposthog3.7.4间接
PyPIpre-commit3.8.0间接
PyPIprometheus-client0.26.0间接
PyPIprompt-toolkit3.0.48间接
PyPIprompt-toolkit3.0.53间接
PyPIpropcache0.2.0间接
PyPIpropcache0.2.1间接
PyPIpropcache0.5.2间接
PyPIproperdocs1.6.7间接
PyPIproto-plus1.25.0间接
PyPIprotobuf—间接
PyPIprotobuf5.28.3间接
PyPIprotobuf5.29.0间接
PyPIprotobuf6.33.6间接
PyPIpsutil—间接
PyPIpsutil5.9.8间接
PyPIptyprocess0.7.0间接
PyPIpulsar-client3.5.0间接
PyPIpure-eval0.2.3间接
PyPIpy1.11.0间接
PyPIpy-rust-stemmers0.1.3间接
PyPIpyarrow—间接
PyPIpyarrow18.1.0间接
PyPIpyarrow25.0.0间接
PyPIpyasn10.6.1间接
PyPIpyasn10.6.4间接
PyPIpyasn1-modules0.4.1间接
PyPIpyasn1-modules0.4.2间接
PyPIpycparser2.22间接
PyPIpycparser3.0间接
PyPIpydantic—间接
PyPIpydantic2.10.3间接
PyPIpydantic2.13.4间接
PyPIpydantic2.9.2间接
PyPIpydantic-core2.23.4间接
PyPIpydantic-core2.27.1间接
PyPIpydantic-core2.46.4间接
PyPIpydantic-settings2.14.2间接
PyPIpydeck0.9.3间接
PyPIpygments2.18.0间接
PyPIpygments2.20.0间接
PyPIpyjwt2.13.0间接
PyPIpyjwt2.9.0间接
PyPIpylance0.9.18间接
PyPIpymdown-extensions11.0.1间接
PyPIpyopenssl24.2.1间接
PyPIpyopenssl25.3.0间接
PyPIpypdf—间接
PyPIpypdf4.3.1间接
PyPIpypdf5.1.0间接
PyPIpypika0.48.9间接
PyPIpyproject-hooks1.2.0间接
PyPIpyreadline33.5.4间接
PyPIpyright1.1.390间接
PyPIpysbd0.3.4间接
PyPIpysocks1.7.1间接
PyPIpytest8.3.4间接
PyPIpytest9.1.1间接
PyPIpytest-asyncio0.21.2间接
PyPIpytest-xdist3.8.0间接
PyPIpython-dateutil—间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-decouple3.8间接
PyPIpython-dotenv—间接
PyPIpython-dotenv1.0.1间接
PyPIpython-dotenv1.2.2间接
PyPIpython-json-logger4.1.0间接
PyPIpython-markdown-math0.9间接
PyPIpython-multipart0.0.32间接
PyPIpython-rapidjson1.20间接
PyPIpytimeparse1.1.8间接
PyPIpytokens0.4.1间接
PyPIpytube15.0.0间接
PyPIpytz2024.2间接
PyPIpytz2026.3.post1间接
PyPIpywin32308间接
PyPIpywin32-ctypes0.2.3间接
PyPIpywinpty3.0.5间接
PyPIpyyaml6.0.2间接
PyPIpyyaml6.0.3间接
PyPIpyyaml-env-tag1.1间接
PyPIpyzmq27.1.0间接
PyPIratelimiter1.2.0.post0间接
PyPIreadme-renderer45.0间接
PyPIreferencing0.35.1间接
PyPIreferencing0.37.0间接
PyPIregex—间接
PyPIregex2023.12.25间接
PyPIregex2024.11.6间接
PyPIregex2026.7.19间接
PyPIrequests—间接
PyPIrequests2.32.3间接
PyPIrequests2.34.2间接
PyPIrequests-oauthlib2.0.0间接
PyPIrequests-toolbelt1.0.0间接
PyPIretry0.9.2间接
PyPIretrying1.4.2间接
PyPIrfc3339-validator0.1.4间接
PyPIrfc39862.0.0间接
PyPIrfc3986-validator0.1.1间接
PyPIrfc3987-syntax1.1.0间接
PyPIrich—间接
PyPIrich13.9.4间接
PyPIrpds-py0.20.1间接
PyPIrpds-py0.30.0间接
PyPIrsa4.9间接
PyPIruff0.16.0间接
PyPIs3transfer0.10.3间接
PyPIs3transfer0.19.2间接
PyPIsafetensors0.4.5间接
PyPIsafetensors0.8.0间接
PyPIschema0.7.5间接
PyPIscikit-learn—间接
PyPIscikit-learn1.3.2间接
PyPIscikit-learn1.7.2间接
PyPIscipy—间接
PyPIscipy1.10.1间接
PyPIscipy1.13.1间接
PyPIscipy1.15.3间接
PyPIsecretstorage3.5.0间接
PyPIselenium4.27.1间接
PyPIsemver3.0.2间接
PyPIsend2trash2.1.0间接
PyPIsentencepiece—间接
PyPIsetuptools75.3.0间接
PyPIsetuptools75.5.0间接
PyPIsetuptools83.0.0间接
PyPIshap0.49.1间接
PyPIshapely2.0.6间接
PyPIshellingham1.5.4间接
PyPIsimpleeval0.9.13间接
PyPIsix1.16.0间接
PyPIsix1.17.0间接
PyPIslack-bolt—间接
PyPIslack-sdk—间接
PyPIslicer0.0.8间接
PyPIsmmap5.0.3间接
PyPIsniffio1.3.1间接
PyPIsnowflake—间接
PyPIsnowflake-connector-python—间接
PyPIsnowflake-connector-python3.12.3间接
PyPIsnowflake-connector-python3.18.1间接
PyPIsnowflake-core—间接
PyPIsnowflake-ml-python—间接
PyPIsnowflake-ml-python1.48.0间接
PyPIsnowflake-snowpark-python—间接
PyPIsnowflake-snowpark-python1.24.0间接
PyPIsnowflake-snowpark-python1.53.1间接
PyPIsnowflake-sqlalchemy—间接
PyPIsnowflake-sqlalchemy1.11.0间接
PyPIsnowflake-sqlalchemy1.6.1间接
PyPIsortedcontainers2.4.0间接
PyPIsoupsieve2.6间接
PyPIsoupsieve2.9.1间接
PyPIsqlalchemy—间接
PyPIsqlalchemy2.0.36间接
PyPIsqlalchemy2.0.51间接
PyPIsqlparse0.5.5间接
PyPIstack-data0.6.3间接
PyPIstarlette0.41.2间接
PyPIstarlette0.41.3间接
PyPIstarlette1.3.1间接
PyPIstreamlit—间接
PyPIstreamlit1.59.1间接
PyPIstreamlit-aggrid—间接
PyPIstreamlit-aggrid1.1.7间接
PyPIstriprtf0.0.26间接
PyPIsympy1.13.1间接
PyPIsympy1.13.3间接
PyPIsympy1.14.0间接
PyPItabulate0.9.0间接
PyPItenacity8.5.0间接
PyPItenacity9.1.4间接
PyPIterminado0.18.1间接
PyPIthreadpoolctl3.5.0间接
PyPIthreadpoolctl3.6.0间接
PyPItiktoken—间接
PyPItiktoken0.13.0间接
PyPItiktoken0.7.0间接
PyPItiktoken0.8.0间接
PyPItinycss21.5.1间接
PyPItinytag2.2.1间接
PyPItokenizers—间接
PyPItokenizers0.20.3间接
PyPItokenizers0.21.0间接
PyPItokenizers0.22.2间接
PyPItoml0.10.2间接
PyPItomli2.2.1间接
PyPItomli2.4.1间接
PyPItomlkit0.13.2间接
PyPItomlkit0.15.1间接
PyPItorch—间接
PyPItorch2.13.0间接
PyPItorch2.4.1间接
PyPItorch2.5.1间接
PyPItornado6.5.7间接
PyPItqdm—间接
PyPItqdm4.67.0间接
PyPItqdm4.67.1间接
PyPItqdm4.70.0间接
PyPItraitlets—间接
PyPItraitlets5.15.1间接
PyPItransformers—间接
PyPItransformers4.46.2间接
PyPItransformers4.57.6间接
PyPItrio0.27.0间接
PyPItrio-websocket0.11.1间接
PyPItriton3.0.0间接
PyPItriton3.1.0间接
PyPItriton3.7.1间接
PyPItritonclient2.52.0间接
PyPItrulens-apps-langchain—间接
PyPItrulens-apps-langgraph—间接
PyPItrulens-apps-llamaindex—间接
PyPItrulens-apps-nemo—间接
PyPItrulens-connectors-snowflake—间接
PyPItrulens-providers-bedrock—间接
PyPItrulens-providers-cortex—间接
PyPItrulens-providers-huggingface—间接
PyPItrulens-providers-langchain—间接
PyPItrulens-providers-litellm—间接
PyPItrulens-providers-openai—间接
PyPItwine6.2.0间接
PyPItyper0.13.0间接
PyPItyper0.15.0间接
PyPItypes-requests2.32.0.20241016间接
PyPItyping-extensions—间接
PyPItyping-extensions4.12.2间接
PyPItyping-extensions4.16.0间接
PyPItyping-inspect0.9.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2024.2间接
PyPItzdata2026.3间接
PyPItzlocal5.4.4间接
PyPIunstructured—间接
PyPIuri-template1.3.0间接
PyPIurllib31.26.20间接
PyPIurllib32.2.3间接
PyPIurllib32.7.0间接
PyPIuuid-utils0.17.0间接
PyPIuvicorn—间接
PyPIuvicorn0.32.0间接
PyPIuvicorn0.32.1间接
PyPIuvicorn0.51.0间接
PyPIuvloop0.21.0间接
PyPIvirtualenv20.39.1间接
PyPIwatchdog—间接
PyPIwatchdog4.0.2间接
PyPIwatchdog6.0.0间接
PyPIwatchfiles1.0.0间接
PyPIwcmatch11.0间接
PyPIwcwidth0.2.13间接
PyPIwcwidth0.8.2间接
PyPIwebcolors25.10.0间接
PyPIwebencodings0.5.1间接
PyPIwebsocket-client1.8.0间接
PyPIwebsocket-client1.9.0间接
PyPIwebsockets14.1间接
PyPIwebsockets15.0.1间接
PyPIwheel0.45.0间接
PyPIwheel0.47.0间接
PyPIwidgetsnbextension4.0.15间接
PyPIwin32-setctime1.1.0间接
PyPIwrapt—间接
PyPIwrapt1.16.0间接
PyPIwrapt1.17.0间接
PyPIwrapt2.3.0间接
PyPIwsproto1.2.0间接
PyPIxgboost3.2.0间接
PyPIxxhash3.8.1间接
PyPIyarl1.15.2间接
PyPIyarl1.18.3间接
PyPIyarl1.24.5间接
PyPIzipp3.20.2间接
PyPIzipp3.21.0间接
PyPIzipp3.23.1间接
PyPIzipp4.1.0间接
PyPIzstandard0.25.0间接
依赖安全公告 77

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 1,737 个包，其中也包含从不交付的开发与测试版本固定：77 个存在已知公告，0 个为直接依赖。 有 108 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
aiohttp3.10.11间接严重663.14.3
aiohttp3.11.9间接严重663.14.3
cryptography46.0.0间接严重1350.0.0
h110.14.0间接严重20.16.0
langchain-community0.2.10间接严重40.3.27
langchain-community0.2.19间接严重30.3.27
langchain-core0.1.53间接严重121.2.28
langchain-core0.2.24间接严重141.2.28
langchain-core0.2.43间接严重121.2.28
click8.1.7间接高18.3.3
cross-spawn7.0.3间接高17.0.5
cryptography43.0.3间接高1149.0.0
google-cloud-aiplatform1.73.0间接高21.133.0
jinja23.1.4间接高63.1.6
js-yaml4.1.1间接高34.3.1
langchain0.1.20间接高91.4.6
langchain0.2.11间接高41.4.6
langchain0.2.17间接高41.4.6
langchain-community0.0.38间接高80.3.27
langsmith0.1.143间接高51.0.7
langsmith0.1.147间接高51.0.7
uuid9.0.1间接高113.0.1
ajv6.12.6间接中18.18.0
filelock3.16.1间接中43.20.3
idna3.10间接中23.15
joi17.13.3间接中118.2.1
postcss8.5.22间接中18.5.23
@babel/core7.27.1间接低18.0.0-rc.6
gptcache0.1.44间接低2—
langchain-openai0.1.7间接未知2—
langchain-text-splitters0.0.2间接未知4—
langchain-text-splitters0.2.2间接未知4—
langchain-text-splitters0.2.4间接未知4—
litellm1.52.6间接未知25—
litellm1.80.0间接未知21—
llama-index0.11.23间接未知14—
llama-index-cli0.3.1间接未知2—
llama-index-core0.11.23间接未知14—
mako1.3.6间接未知4—
mako1.3.7间接未知4—
marshmallow3.22.0间接未知2—
marshmallow3.23.1间接未知2—
nltk3.9.1间接未知26—
onnx1.17.0间接未知16—
orjson3.10.11间接未知2—
orjson3.10.12间接未知2—
pillow10.4.0间接未知34—
pillow11.0.0间接未知34—
pip24.3.1间接未知10—
protobuf5.28.3间接未知4—
protobuf5.29.0间接未知4—
pyarrow18.1.0间接未知2—
pyasn10.6.1间接未知10—
pygments2.18.0间接未知2—
pyjwt2.9.0间接未知13—
pyopenssl24.2.1间接未知4—
pyopenssl25.3.0间接未知4—
pypdf4.3.1间接未知69—
pypdf5.1.0间接未知69—
pytest8.3.4间接未知2—
python-dotenv1.0.1间接未知2—
requests2.32.3间接未知4—
scikit-learn1.3.2间接未知2—
setuptools75.3.0间接未知4—
setuptools75.5.0间接未知4—
simpleeval0.9.13间接未知2—
snowflake-connector-python3.12.3间接未知6—
soupsieve2.6间接未知4—
starlette0.41.2间接未知14—
starlette0.41.3间接未知14—
torch2.4.1间接未知23—
torch2.5.1间接未知22—
transformers4.46.2间接未知42—
transformers4.57.6间接未知7—
urllib31.26.20间接未知10—
urllib32.2.3间接未知12—
wheel0.45.0间接未知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。

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相关记录

与 truera/trulens 共享目录标签或生态系统的已检测仓库。 并排阅读 →

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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 v0.31.0—— 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.