公开记录优秀
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-17 01:01 UTC
crewAIInc / crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
crewAIInc/crewAI 的健康指数为 100 分中的 86 分，处于「优秀」区间。 其得分最高的类别是Vitality（100/100），最低的是AI Readiness（74/100）。 最近一次更新在今天。 近期的大部分工作由 3 位贡献者完成。
86
总分 / 100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；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 49（有风险）的上限。AI 就绪度不计入总体分。
86
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
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。
所有权
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
开发活跃度
100优秀
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 1,100 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 1,100 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
发布纪律
100优秀
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 2.4 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 100 |
| latest_release_tag | 1.15.3 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 2.4 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
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？
85
流行度与采用
99优秀
评分方式
| 60/60 | 星标 — 55,653 个星标 |
| 25/25 | 复刻 — 7,849 个复刻 |
| 14.4/15 | 关注者 — 387 位关注者 |
所用输入
| forks | 7,849 |
| stars | 55,653 |
| watchers | 387 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
70良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
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？
75
维护者韧性（巴士系数）
76良好
评分方式
| 36/54 | 巴士系数 — 3 位贡献者贡献了半数提交 |
| 16.9/22.5 | 提交分布 — 头号贡献者编写了 25% 的提交 |
| 13.5/13.5 | 贡献者广度 — 100 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 38 contributing companies or organizations |
所用输入
| bus_factor | 3 |
| contributors_sampled | 100 |
| top_contributor_share | 0.251 |
议题与 PR 响应能力
81良好
评分方式
| 44.9/46.8 | 议题解决 — 96% 的议题已关闭 |
| 21.5/38.3 | PR 接受 — 已裁定的 PR 中 2,016/3,586 已合并 |
| 15/15 | OpenSSF Scorecard：Code-Review — all changesets reviewed |
所用输入
| merged_prs | 2,016 |
| open_issues | 84 |
| closed_issues | 1,992 |
| issue_closed_ratio | 0.96 |
| closed_unmerged_prs | 1,570 |
所有权与托管责任
69中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 24/25 | 所有者影响力 — crewAIInc 有 2,160 位关注者 |
| 15.4/25 | 既往记录 — 32 个公开仓库，账户约 2 年 |
所用输入
| followers | 2,160 |
| owner_type | Organization |
| is_verified | — |
| owner_login | crewAIInc |
| public_repos | 32 |
| account_age_days | 784 |
工程质量
基础的工程与文档实践是否到位？
96
工程实践
100优秀
评分方式
| 24/24 | CI 工作流 — 14 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 6.4/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 是 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://crewai.com |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 5 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | agents, ai, ai-agents, llms, aiagentframework |
| has_wiki | 否 |
| homepage | https://crewai.com |
| 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？
74
安全态势
74良好
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 6/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 38 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 4.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0.8/7.5 | Vulnerabilities — 9 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 7.4 |
已排除计分（无数据或不适用）：packaging, signed_releases。 其余权重已重新归一化。
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？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
74
AI 代理上下文与指引
75良好
评分方式
| 45/45 | 代理指令 — AGENTS.md, lib/cli/src/crewai_cli/templates/AGENTS.md, lib/cli/src/crewai_cli/templates/declarative_flow/AGENTS.md |
| 0/15 | 机器可读文档（llms.txt） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md, lib/cli/src/crewai_cli/templates/AGENTS.md, lib/cli/src/crewai_cli/templates/declarative_flow/AGENTS.md |
| agent_instruction_max_bytes | 31,944 |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — lib/cli/src/crewai_cli/py.typed, lib/crewai-core/src/crewai_core/py.typed, lib/crewai-files/src/crewai_files/py.typed, lib/crewai-tools/src/crewai_tools/py.typed, lib/crewai/src/crewai/py.typed |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 5/8 | 自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到 |
| 9/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | lib/cli/src/crewai_cli/py.typed, lib/crewai-core/src/crewai_core/py.typed, lib/crewai-files/src/crewai_files/py.typed, lib/crewai-tools/src/crewai_tools/py.typed, lib/crewai/src/crewai/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
已排除计分（无数据或不适用）：已体现的代理实践。 其余权重已重新归一化。
面向模型的代码可读性
81良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（lib/cli/src/crewai_cli/py.typed, lib/crewai-core/src/crewai_core/py.typed, lib/crewai-files/src/crewai_files/py.typed, lib/crewai-tools/src/crewai_tools/py.typed, lib/crewai/src/crewai/py.typed） |
| 53.9/55 | 可控的文件大小 — 采样的 1,277 个源文件中有 25 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 171,469 |
| source_files_sampled | 1,277 |
| oversized_source_files | 25 |
机器可读接口
60中等
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 是 |
| api_schema_files | — |
关键数据
55,653GitHub 星标
100贡献者
1,100最近 12 个月提交数
0距最近推送天数
100发布版本数
3巴士系数（bus factor）
84开放议题
PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 7.4 / 10
7.4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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 8 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 38 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 9 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 9 |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 1 | Vulnerabilities | 9 existing vulnerabilities detected |
全部依赖 587
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 587 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 |
|---|---|---|---|
| PyPI | a2a-sdk | — | 间接 |
| PyPI | a2a-sdk | 0.3.26 | 间接 |
| PyPI | accelerate | 1.13.0 | 间接 |
| PyPI | aiobotocore | — | 间接 |
| PyPI | aiobotocore | 3.5.0 | 间接 |
| PyPI | aiocache | — | 间接 |
| PyPI | aiocache | 0.12.3 | 间接 |
| PyPI | aiofiles | — | 间接 |
| PyPI | aiofiles | 24.1.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.2 | 间接 |
| PyPI | aiohttp | 3.14.1 | 间接 |
| PyPI | aiohttp-retry | 2.9.1 | 间接 |
| PyPI | aioitertools | 0.13.0 | 间接 |
| PyPI | aiolimiter | 1.2.1 | 间接 |
| PyPI | aiomcache | 0.8.2 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | aiosqlite | — | 间接 |
| PyPI | aiosqlite | 0.21.0 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anthropic | — | 间接 |
| PyPI | anthropic | 0.73.0 | 间接 |
| PyPI | antlr4-python3-runtime | 4.9.3 | 间接 |
| PyPI | anyio | 4.13.0 | 间接 |
| PyPI | apify-client | 2.5.1 | 间接 |
| PyPI | apify-shared | 2.2.0 | 间接 |
| PyPI | appdirs | — | 间接 |
| PyPI | appdirs | 1.4.4 | 间接 |
| PyPI | argcomplete | 3.6.3 | 间接 |
| PyPI | asn1crypto | 1.5.1 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | authlib | 1.7.2 | 间接 |
| PyPI | av | — | 间接 |
| PyPI | av | 13.0.0 | 间接 |
| PyPI | azure-ai-inference | — | 间接 |
| PyPI | azure-ai-inference | 1.0.0b9 | 间接 |
| PyPI | azure-core | 1.41.0 | 间接 |
| PyPI | azure-identity | — | 间接 |
| PyPI | azure-identity | 1.25.3 | 间接 |
| PyPI | backoff | 2.2.1 | 间接 |
| PyPI | backports-asyncio-runner | 1.2.0 | 间接 |
| PyPI | bandit | 1.9.2 | 间接 |
| PyPI | bcrypt | 5.0.0 | 间接 |
| PyPI | beautifulsoup4 | — | 间接 |
| PyPI | beautifulsoup4 | 4.13.5 | 间接 |
| PyPI | bedrock-agentcore | — | 间接 |
| PyPI | bedrock-agentcore | 1.7.0 | 间接 |
| PyPI | boolean-py | 5.0 | 间接 |
| PyPI | boto3 | — | 间接 |
| PyPI | boto3 | 1.42.91 | 间接 |
| PyPI | boto3-stubs | 1.42.40 | 间接 |
| PyPI | botocore | 1.42.91 | 间接 |
| PyPI | botocore-stubs | 1.43.14 | 间接 |
| PyPI | bracex | 2.6 | 间接 |
| PyPI | browserbase | — | 间接 |
| PyPI | browserbase | 1.13.0 | 间接 |
| PyPI | build | 1.5.0 | 间接 |
| PyPI | cachecontrol | 0.14.4 | 间接 |
| PyPI | cachetools | 7.1.4 | 间接 |
| PyPI | cel-python | — | 间接 |
| PyPI | cel-python | 0.5.0 | 间接 |
| PyPI | certifi | — | 间接 |
| PyPI | certifi | 2026.5.20 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | chromadb | — | 间接 |
| PyPI | chromadb | 1.1.1 | 间接 |
| PyPI | click | — | 间接 |
| PyPI | click | 8.4.2 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coloredlogs | 15.0.1 | 间接 |
| PyPI | colorlog | 6.10.1 | 间接 |
| PyPI | commitizen | 4.16.3 | 间接 |
| PyPI | composio-core | — | 间接 |
| PyPI | composio-core | 0.7.21 | 间接 |
| PyPI | contextual-client | — | 间接 |
| PyPI | contextual-client | 0.11.0 | 间接 |
| PyPI | contourpy | 1.3.2 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | couchbase | — | 间接 |
| PyPI | couchbase | 4.6.1 | 间接 |
| PyPI | crewai | 1.14.7 | 间接 |
| PyPI | crewai | 1.14.8a2 | 间接 |
| PyPI | crewai | 1.15.3 | 间接 |
| PyPI | crewai-cli | 1.14.7 | 间接 |
| PyPI | crewai-cli | 1.15.3 | 间接 |
| PyPI | crewai-core | 1.14.6 | 间接 |
| PyPI | crewai-core | 1.14.7 | 间接 |
| PyPI | crewai-core | 1.15.3 | 间接 |
| PyPI | crewai-files | — | 间接 |
| PyPI | crewai-tools | 1.14.7 | 间接 |
| PyPI | crewai-tools | 1.15.3 | 间接 |
| PyPI | cryptography | — | 间接 |
| PyPI | cryptography | 48.0.1 | 间接 |
| PyPI | cuda-bindings | 13.3.1 | 间接 |
| PyPI | cuda-pathfinder | 1.5.5 | 间接 |
| PyPI | cuda-toolkit | 13.0.2 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | cyclonedx-python-lib | 9.1.0 | 间接 |
| PyPI | databricks-sdk | — | 间接 |
| PyPI | databricks-sdk | 0.115.0 | 间接 |
| PyPI | dataclasses-json | 0.6.7 | 间接 |
| PyPI | daytona | — | 间接 |
| PyPI | daytona | 0.140.0 | 间接 |
| PyPI | daytona-api-client | 0.140.0 | 间接 |
| PyPI | daytona-api-client-async | 0.140.0 | 间接 |
| PyPI | daytona-toolbox-api-client | 0.140.0 | 间接 |
| PyPI | daytona-toolbox-api-client-async | 0.140.0 | 间接 |
| PyPI | decli | 0.6.3 | 间接 |
| PyPI | decorator | 5.3.1 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | deprecated | 1.3.1 | 间接 |
| PyPI | deprecation | 2.1.0 | 间接 |
| PyPI | dill | 0.4.1 | 间接 |
| PyPI | distlib | 0.4.2 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | dnspython | 2.8.0 | 间接 |
| PyPI | dockerfile-parse | 2.0.1 | 间接 |
| PyPI | docling | — | 间接 |
| PyPI | docling | 2.97.0 | 间接 |
| PyPI | docling-core | — | 间接 |
| PyPI | docling-core | 2.80.0 | 间接 |
| PyPI | docling-ibm-models | 3.13.3 | 间接 |
| PyPI | docling-parse | 6.2.0 | 间接 |
| PyPI | docling-slim | 2.97.0 | 间接 |
| PyPI | docstring-parser | 0.18.0 | 间接 |
| PyPI | durationpy | 0.10 | 间接 |
| PyPI | e2b | — | 间接 |
| PyPI | e2b | 2.20.3 | 间接 |
| PyPI | e2b-code-interpreter | — | 间接 |
| PyPI | e2b-code-interpreter | 2.6.2 | 间接 |
| PyPI | effdet | 0.4.1 | 间接 |
| PyPI | emoji | 2.15.0 | 间接 |
| PyPI | environs | 14.6.0 | 间接 |
| PyPI | et-xmlfile | 2.0.0 | 间接 |
| PyPI | eval-type-backport | 0.2.2 | 间接 |
| PyPI | exa-py | — | 间接 |
| PyPI | exa-py | 2.13.2 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | execnet | 2.1.2 | 间接 |
| PyPI | faker | 40.22.0 | 间接 |
| PyPI | fastapi | 0.136.3 | 间接 |
| PyPI | fastembed | 0.7.4 | 间接 |
| PyPI | fastuuid | 0.14.0 | 间接 |
| PyPI | ffmpeg-python | 0.2.0 | 间接 |
| PyPI | filelock | 3.29.1 | 间接 |
| PyPI | filetype | 1.2.0 | 间接 |
| PyPI | firecrawl-py | — | 间接 |
| PyPI | firecrawl-py | 4.28.2 | 间接 |
| PyPI | flatbuffers | 25.12.19 | 间接 |
| PyPI | fonttools | 4.63.0 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.4.0 | 间接 |
| PyPI | future | 1.0.0 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | gitpython | — | 间接 |
| PyPI | gitpython | 3.1.50 | 间接 |
| PyPI | google-api-core | 2.31.0 | 间接 |
| PyPI | google-auth | 2.53.0 | 间接 |
| PyPI | google-cloud-vision | 3.14.0 | 间接 |
| PyPI | google-genai | — | 间接 |
| PyPI | google-genai | 1.65.0 | 间接 |
| PyPI | google-re2 | 1.1.20251105 | 间接 |
| PyPI | googleapis-common-protos | 1.75.0 | 间接 |
| PyPI | greenlet | 3.5.1 | 间接 |
| PyPI | grpcio | 1.78.0 | 间接 |
| PyPI | grpcio-health-checking | 1.71.2 | 间接 |
| PyPI | grpcio-status | 1.71.2 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | h2 | 4.3.0 | 间接 |
| PyPI | hatchling | — | 间接 |
| PyPI | hf-xet | 1.5.1 | 间接 |
| PyPI | hpack | 4.1.0 | 间接 |
| PyPI | html5lib | 1.1 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httptools | 0.8.0 | 间接 |
| PyPI | httpx | — | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx-auth | — | 间接 |
| PyPI | httpx-auth | 0.23.1 | 间接 |
| PyPI | httpx-sse | — | 间接 |
| PyPI | httpx-sse | 0.4.0 | 间接 |
| PyPI | huggingface-hub | 1.16.1 | 间接 |
| PyPI | humanfriendly | 10.0 | 间接 |
| PyPI | hyperbrowser | — | 间接 |
| PyPI | hyperbrowser | 0.91.2 | 间接 |
| PyPI | hyperframe | 6.1.0 | 间接 |
| PyPI | ibm-cos-sdk | 2.14.3 | 间接 |
| PyPI | ibm-cos-sdk-core | 2.14.3 | 间接 |
| PyPI | ibm-cos-sdk-s3transfer | 2.14.3 | 间接 |
| PyPI | ibm-watsonx-ai | — | 间接 |
| PyPI | ibm-watsonx-ai | 1.3.42 | 间接 |
| PyPI | identify | 2.6.19 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | ijson | 3.5.0 | 间接 |
| PyPI | impit | 0.12.0 | 间接 |
| PyPI | importlib-metadata | 8.5.0 | 间接 |
| PyPI | importlib-resources | 7.1.0 | 间接 |
| PyPI | inflection | 0.5.1 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | instructor | — | 间接 |
| PyPI | instructor | 1.15.1 | 间接 |
| PyPI | invoke | 3.0.3 | 间接 |
| PyPI | isodate | 0.7.2 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jiter | 0.13.0 | 间接 |
| PyPI | jmespath | 1.0.1 | 间接 |
| PyPI | joblib | 1.5.3 | 间接 |
| PyPI | joserfc | 1.7.1 | 间接 |
| PyPI | json-repair | — | 间接 |
| PyPI | json-repair | 0.25.3 | 间接 |
| PyPI | json5 | — | 间接 |
| PyPI | json5 | 0.10.0 | 间接 |
| PyPI | jsonlines | 4.0.0 | 间接 |
| PyPI | jsonpatch | 1.33 | 间接 |
| PyPI | jsonpointer | 3.1.1 | 间接 |
| PyPI | jsonref | — | 间接 |
| PyPI | jsonref | 1.1.0 | 间接 |
| PyPI | jsonschema | 4.23.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | kiwisolver | 1.5.0 | 间接 |
| PyPI | kubernetes | 36.0.2 | 间接 |
| PyPI | lance-namespace | 0.8.2 | 间接 |
| PyPI | lance-namespace-urllib3-client | 0.8.2 | 间接 |
| PyPI | lancedb | — | 间接 |
| PyPI | lancedb | 0.30.0 | 间接 |
| PyPI | langchain-apify | — | 间接 |
| PyPI | langchain-apify | 0.1.6 | 间接 |
| PyPI | langchain-core | 1.4.3 | 间接 |
| PyPI | langchain-protocol | 0.0.16 | 间接 |
| PyPI | langchain-text-splitters | 1.1.2 | 间接 |
| PyPI | langdetect | 1.0.9 | 间接 |
| PyPI | langsmith | 0.8.18 | 间接 |
| PyPI | lark | 1.3.1 | 间接 |
| PyPI | latex2mathml | 3.81.0 | 间接 |
| PyPI | librt | 0.11.0 | 间接 |
| PyPI | license-expression | 30.4.4 | 间接 |
| PyPI | linkify-it-py | 2.1.0 | 间接 |
| PyPI | linkup-sdk | — | 间接 |
| PyPI | linkup-sdk | 0.18.2 | 间接 |
| PyPI | litellm | — | 间接 |
| PyPI | litellm | 1.84.8 | 间接 |
| PyPI | llvmlite | 0.47.0 | 间接 |
| PyPI | loguru | 0.7.3 | 间接 |
| PyPI | lomond | 0.3.3 | 间接 |
| PyPI | lxml | — | 间接 |
| PyPI | lxml | 6.1.1 | 间接 |
| PyPI | mail-parser | 4.3.0 | 间接 |
| PyPI | markdown | 3.10.2 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | marko | 2.2.3 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | marshmallow | 3.26.2 | 间接 |
| PyPI | matplotlib | 3.10.9 | 间接 |
| PyPI | mcp | — | 间接 |
| PyPI | mcp | 1.26.0 | 间接 |
| PyPI | mcpadapt | — | 间接 |
| PyPI | mcpadapt | 0.1.19 | 间接 |
| PyPI | mcpadapt | 0.1.20 | 间接 |
| PyPI | mdit-py-plugins | 0.6.1 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mem0ai | — | 间接 |
| PyPI | mem0ai | 2.0.4 | 间接 |
| PyPI | ml-dtypes | 0.5.4 | 间接 |
| PyPI | mmh3 | 5.2.1 | 间接 |
| PyPI | more-itertools | 11.1.0 | 间接 |
| PyPI | mpire | 2.10.2 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msal | 1.37.0 | 间接 |
| PyPI | msal-extensions | 1.3.1 | 间接 |
| PyPI | msgpack | 1.2.1 | 间接 |
| PyPI | msoffcrypto-tool | 6.0.0 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | multion | — | 间接 |
| PyPI | multion | 1.1.0 | 间接 |
| PyPI | multipart | 1.3.1 | 间接 |
| PyPI | multiprocess | 0.70.19 | 间接 |
| PyPI | mypy | 1.19.1 | 间接 |
| PyPI | mypy-boto3-bedrock-runtime | 1.42.82 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | nest-asyncio | — | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | networkx | 3.4.2 | 间接 |
| PyPI | networkx | 3.6.1 | 间接 |
| PyPI | nltk | 3.9.4 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | numba | 0.65.1 | 间接 |
| PyPI | numpy | 2.2.6 | 间接 |
| PyPI | numpy | 2.4.6 | 间接 |
| PyPI | nvidia-cublas | 13.1.1.3 | 间接 |
| PyPI | nvidia-cuda-cupti | 13.0.85 | 间接 |
| PyPI | nvidia-cuda-nvrtc | 13.0.88 | 间接 |
| PyPI | nvidia-cuda-runtime | 13.0.96 | 间接 |
| PyPI | nvidia-cudnn-cu13 | 9.20.0.48 | 间接 |
| PyPI | nvidia-cufft | 12.0.0.61 | 间接 |
| PyPI | nvidia-cufile | 1.15.1.6 | 间接 |
| PyPI | nvidia-curand | 10.4.0.35 | 间接 |
| PyPI | nvidia-cusolver | 12.0.4.66 | 间接 |
| PyPI | nvidia-cusparse | 12.6.3.3 | 间接 |
| PyPI | nvidia-cusparselt-cu13 | 0.8.1 | 间接 |
| PyPI | nvidia-nccl-cu13 | 2.29.7 | 间接 |
| PyPI | nvidia-nvjitlink | 13.0.88 | 间接 |
| PyPI | nvidia-nvshmem-cu13 | 3.4.5 | 间接 |
| PyPI | nvidia-nvtx | 13.0.85 | 间接 |
| PyPI | oauthlib | 3.3.1 | 间接 |
| PyPI | obstore | 0.8.2 | 间接 |
| PyPI | olefile | 0.47 | 间接 |
| PyPI | omegaconf | 2.3.0 | 间接 |
| PyPI | onnx | 1.22.0 | 间接 |
| PyPI | onnxruntime | 1.23.2 | 间接 |
| PyPI | openai | — | 间接 |
| PyPI | openai | 2.41.0 | 间接 |
| PyPI | opencv-python | 4.13.0.92 | 间接 |
| PyPI | openpyxl | — | 间接 |
| PyPI | openpyxl | 3.1.5 | 间接 |
| PyPI | opentelemetry-api | — | 间接 |
| PyPI | opentelemetry-api | 1.42.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp | 1.42.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.42.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.42.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | — | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.42.1 | 间接 |
| PyPI | opentelemetry-proto | 1.42.1 | 间接 |
| PyPI | opentelemetry-sdk | — | 间接 |
| PyPI | opentelemetry-sdk | 1.42.1 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.63b1 | 间接 |
| PyPI | orjson | 3.11.9 | 间接 |
| PyPI | outcome | 1.3.0.post0 | 间接 |
| PyPI | overrides | 7.7.0 | 间接 |
| PyPI | oxylabs | 2.0.0 | 间接 |
| PyPI | packageurl-python | 0.17.6 | 间接 |
| PyPI | packaging | — | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | pandas | — | 间接 |
| PyPI | pandas | 2.2.3 | 间接 |
| PyPI | paramiko | 5.0.0 | 间接 |
| PyPI | parsimonious | 0.11.0 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | patronus | — | 间接 |
| PyPI | patronus | 0.1.24 | 间接 |
| PyPI | patronus-api | 0.3.0 | 间接 |
| PyPI | pdf2image | 1.17.0 | 间接 |
| PyPI | pdfminer-six | 20251230 | 间接 |
| PyPI | pdfplumber | — | 间接 |
| PyPI | pdfplumber | 0.11.9 | 间接 |
| PyPI | pendulum | 3.2.0 | 间接 |
| PyPI | pi-heif | 1.3.0 | 间接 |
| PyPI | pikepdf | 10.8.0 | 间接 |
| PyPI | pillow | — | 间接 |
| PyPI | pillow | 12.3.0 | 间接 |
| PyPI | pip | 26.1.2 | 间接 |
| PyPI | pip-api | 0.0.34 | 间接 |
| PyPI | pip-audit | 2.9.0 | 间接 |
| PyPI | pip-requirements-parser | 32.0.1 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | playwright | — | 间接 |
| PyPI | playwright | 1.60.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | polyfactory | 3.3.0 | 间接 |
| PyPI | portalocker | — | 间接 |
| PyPI | portalocker | 2.7.0 | 间接 |
| PyPI | posthog | 5.4.0 | 间接 |
| PyPI | pre-commit | 4.5.1 | 间接 |
| PyPI | prompt-toolkit | 3.0.51 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | proto-plus | 1.28.0 | 间接 |
| PyPI | protobuf | 5.29.6 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | psycopg2-binary | — | 间接 |
| PyPI | psycopg2-binary | 2.9.12 | 间接 |
| PyPI | py-rust-stemmers | 0.1.8 | 间接 |
| PyPI | py-serializable | 2.1.0 | 间接 |
| PyPI | pyarrow | 24.0.0 | 间接 |
| PyPI | pyasn1 | 0.6.3 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pybase64 | 1.4.3 | 间接 |
| PyPI | pyclipper | 1.4.0 | 间接 |
| PyPI | pycocotools | 2.0.11 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic | — | 间接 |
| PyPI | pydantic | 2.12.5 | 间接 |
| PyPI | pydantic-core | 2.41.5 | 间接 |
| PyPI | pydantic-settings | — | 间接 |
| PyPI | pydantic-settings | 2.14.2 | 间接 |
| PyPI | pyee | 13.0.1 | 间接 |
| PyPI | pygithub | — | 间接 |
| PyPI | pygithub | 1.59.1 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pyjwt | — | 间接 |
| PyPI | pyjwt | 2.13.0 | 间接 |
| PyPI | pylatexenc | 2.10 | 间接 |
| PyPI | pymongo | — | 间接 |
| PyPI | pymongo | 4.17.0 | 间接 |
| PyPI | pymupdf | — | 间接 |
| PyPI | pymupdf | 1.26.7 | 间接 |
| PyPI | pymysql | — | 间接 |
| PyPI | pymysql | 1.2.0 | 间接 |
| PyPI | pynacl | 1.6.2 | 间接 |
| PyPI | pyopenssl | 26.2.0 | 间接 |
| PyPI | pypandoc | 1.17 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pypdf | — | 间接 |
| PyPI | pypdf | 6.13.3 | 间接 |
| PyPI | pypdfium2 | 5.9.0 | 间接 |
| PyPI | pyperclip | 1.11.0 | 间接 |
| PyPI | pypika | 0.51.1 | 间接 |
| PyPI | pyproject-hooks | 1.2.0 | 间接 |
| PyPI | pyreadline3 | 3.5.6 | 间接 |
| PyPI | pysher | 1.0.8 | 间接 |
| PyPI | pytest | 9.0.3 | 间接 |
| PyPI | pytest-asyncio | 1.3.0 | 间接 |
| PyPI | pytest-randomly | 4.0.1 | 间接 |
| PyPI | pytest-recording | 0.13.4 | 间接 |
| PyPI | pytest-split | 0.11.0 | 间接 |
| PyPI | pytest-subprocess | 1.5.3 | 间接 |
| PyPI | pytest-timeout | 2.4.0 | 间接 |
| PyPI | pytest-xdist | 3.8.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-discovery | 1.4.0 | 间接 |
| PyPI | python-docx | — | 间接 |
| PyPI | python-docx | 1.2.0 | 间接 |
| PyPI | python-dotenv | — | 间接 |
| PyPI | python-dotenv | 1.2.2 | 间接 |
| PyPI | python-iso639 | 2026.4.20 | 间接 |
| PyPI | python-magic | — | 间接 |
| PyPI | python-magic | 0.4.27 | 间接 |
| PyPI | python-multipart | 0.0.32 | 间接 |
| PyPI | python-oxmsg | 0.0.2 | 间接 |
| PyPI | python-pptx | 1.0.2 | 间接 |
| PyPI | pytube | — | 间接 |
| PyPI | pytube | 15.0.0 | 间接 |
| PyPI | pytz | 2026.2 | 间接 |
| PyPI | pywin32 | 312 | 间接 |
| PyPI | pyyaml | — | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | qdrant-client | — | 间接 |
| PyPI | qdrant-client | 1.14.3 | 间接 |
| PyPI | qdrant-edge-py | — | 间接 |
| PyPI | qdrant-edge-py | 0.7.2 | 间接 |
| PyPI | questionary | 2.1.1 | 间接 |
| PyPI | rapidfuzz | 3.14.5 | 间接 |
| PyPI | rapidocr | 3.8.1 | 间接 |
| PyPI | redis | 8.0.0 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | regex | — | 间接 |
| PyPI | regex | 2026.1.15 | 间接 |
| PyPI | requests | — | 间接 |
| PyPI | requests | 2.34.2 | 间接 |
| PyPI | requests-oauthlib | 2.0.0 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | rich | — | 间接 |
| PyPI | rich | 15.0.0 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | rpds-py | 2026.5.1 | 间接 |
| PyPI | rtree | 1.4.1 | 间接 |
| PyPI | ruff | 0.15.1 | 间接 |
| PyPI | s3transfer | 0.16.1 | 间接 |
| PyPI | safetensors | 0.8.0 | 间接 |
| PyPI | scipy | 1.15.3 | 间接 |
| PyPI | scipy | 1.17.1 | 间接 |
| PyPI | scrapegraph-py | — | 间接 |
| PyPI | scrapegraph-py | 1.47.0 | 间接 |
| PyPI | scrapfly-sdk | — | 间接 |
| PyPI | scrapfly-sdk | 0.10.5 | 间接 |
| PyPI | selenium | — | 间接 |
| PyPI | selenium | 4.44.0 | 间接 |
| PyPI | semchunk | 3.2.5 | 间接 |
| PyPI | semver | 3.0.4 | 间接 |
| PyPI | sentry-sdk | 2.62.0 | 间接 |
| PyPI | serpapi | — | 间接 |
| PyPI | serpapi | 1.0.2 | 间接 |
| PyPI | setuptools | 83.0.0 | 间接 |
| PyPI | shapely | 2.1.2 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | singlestoredb | — | 间接 |
| PyPI | singlestoredb | 1.16.10 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | smmap | 5.0.3 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | snowflake-connector-python | — | 间接 |
| PyPI | snowflake-connector-python | 4.6.0 | 间接 |
| PyPI | snowflake-sqlalchemy | — | 间接 |
| PyPI | snowflake-sqlalchemy | 1.10.0 | 间接 |
| PyPI | sortedcontainers | 2.4.0 | 间接 |
| PyPI | soupsieve | 2.8.4 | 间接 |
| PyPI | spider-client | — | 间接 |
| PyPI | spider-client | 0.1.88 | 间接 |
| PyPI | sqlalchemy | — | 间接 |
| PyPI | sqlalchemy | 2.0.50 | 间接 |
| PyPI | sqlparams | 6.2.0 | 间接 |
| PyPI | sse-starlette | 3.4.4 | 间接 |
| PyPI | stagehand | — | 间接 |
| PyPI | stagehand | 3.21.0 | 间接 |
| PyPI | starlette | 1.3.1 | 间接 |
| PyPI | stevedore | 5.8.0 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | tabulate | 0.10.0 | 间接 |
| PyPI | tavily-python | — | 间接 |
| PyPI | tavily-python | 0.7.25 | 间接 |
| PyPI | tenacity | 9.1.4 | 间接 |
| PyPI | termcolor | 3.3.0 | 间接 |
| PyPI | textual | — | 间接 |
| PyPI | textual | 8.2.7 | 间接 |
| PyPI | tiktoken | — | 间接 |
| PyPI | tiktoken | 0.12.0 | 间接 |
| PyPI | timm | 1.0.27 | 间接 |
| PyPI | tinytag | — | 间接 |
| PyPI | tinytag | 2.2.1 | 间接 |
| PyPI | tokenizers | — | 间接 |
| PyPI | tokenizers | 0.22.2 | 间接 |
| PyPI | toml | 0.10.2 | 间接 |
| PyPI | tomli | — | 间接 |
| PyPI | tomli | 2.0.2 | 间接 |
| PyPI | tomli-w | — | 间接 |
| PyPI | tomli-w | 1.1.0 | 间接 |
| PyPI | tomlkit | — | 间接 |
| PyPI | tomlkit | 0.13.3 | 间接 |
| PyPI | toonify | 1.6.0 | 间接 |
| PyPI | torch | 2.12.0 | 间接 |
| PyPI | torchvision | 0.27.0 | 间接 |
| PyPI | tqdm | 4.68.2 | 间接 |
| PyPI | transformers | 5.10.2 | 间接 |
| PyPI | tree-sitter | 0.25.2 | 间接 |
| PyPI | tree-sitter-c | 0.24.2 | 间接 |
| PyPI | tree-sitter-javascript | 0.25.0 | 间接 |
| PyPI | tree-sitter-python | 0.25.0 | 间接 |
| PyPI | tree-sitter-typescript | 0.23.2 | 间接 |
| PyPI | trio | 0.33.0 | 间接 |
| PyPI | trio-websocket | 0.12.2 | 间接 |
| PyPI | triton | 3.7.0 | 间接 |
| PyPI | typer | 0.21.2 | 间接 |
| PyPI | types-aiofiles | 25.1.0.20260518 | 间接 |
| PyPI | types-appdirs | 1.4.3.5 | 间接 |
| PyPI | types-awscrt | 0.34.1 | 间接 |
| PyPI | types-cffi | 2.0.0.20260518 | 间接 |
| PyPI | types-psycopg2 | 2.9.21.20251012 | 间接 |
| PyPI | types-pymysql | 1.1.0.20250916 | 间接 |
| PyPI | types-pyopenssl | 24.1.0.20240722 | 间接 |
| PyPI | types-pyyaml | 6.0.12.20260518 | 间接 |
| PyPI | types-redis | 4.6.0.20241004 | 间接 |
| PyPI | types-regex | 2026.1.15.20260116 | 间接 |
| PyPI | types-requests | 2.31.0.20240406 | 间接 |
| PyPI | types-s3transfer | 0.16.0 | 间接 |
| PyPI | types-setuptools | 82.0.0.20260518 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspect | 0.9.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2026.2 | 间接 |
| PyPI | uc-micro-py | 2.0.0 | 间接 |
| PyPI | unstructured | — | 间接 |
| PyPI | unstructured | 0.18.32 | 间接 |
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],
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