The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents.
NVIDIA/NeMo-Agent-Toolkit 的健康指数为 100 分中的 87 分,处于「优秀」区间。 其得分最高的类别是Vitality(99/100),最低的是Security(60/100)。 最近一次更新在 1 天前。 近期的大部分工作由 4 位贡献者完成。
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。
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。
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | nvidia-nat | 1.8.0 | 161,041 | 449 | 33 天前 | airagagents |
项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?
| 36/36 | 推送新近度 — 最近一次推送于 1 天前 |
| 35.3/36 | 提交节奏 — 52 周中有 51 周有提交 |
| 18/18 | 提交量 — 最近一年 1,207 次提交 |
| 10/10 | OpenSSF Scorecard:Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 1,207 |
| human_commit_share | — |
| days_since_last_push | 1 |
| active_weeks_last_year | 51 |
| 27/27 | 有发布版本 — 已发布 15 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 33 天前 |
| 27/27 | 发布节奏 — 约每 26.1 天发布一次 |
| 0/10 | OpenSSF Scorecard:Signed-Releases — 无数据 |
| releases_count | 15 |
| latest_release_tag | v1.8.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 33 |
| mean_days_between_releases | 26.1 |
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?
| 55.1/60 | 星标 — 2,505 个星标 |
| 23.8/25 | 复刻 — 712 个复刻 |
| 8.3/15 | 关注者 — 32 位关注者 |
| forks | 712 |
| stars | 2,505 |
| watchers | 32 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证(Apache-2.0) |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 是 |
| 69.4/80 | 月度下载量 — pypi 合计每月 161,041 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
| packages | nvidia-nat |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 161,041 |
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?
| 43.2/54 | 巴士系数 — 4 位贡献者贡献了半数提交 |
| 17.3/22.5 | 提交分布 — 头号贡献者编写了 23% 的提交 |
| 13.5/13.5 | 贡献者广度 — 100 位贡献者 |
| 10/10 | OpenSSF Scorecard:Contributors — project has 10 contributing companies or organizations |
| bus_factor | 4 |
| contributors_sampled | 100 |
| top_contributor_share | 0.233 |
| 43.4/46.8 | 议题解决 — 93% 的议题已关闭 |
| 32.2/38.3 | PR 接受 — 已裁定的 PR 中 1,456/1,731 已合并 |
| 15/15 | OpenSSF Scorecard:Code-Review — all changesets reviewed |
| merged_prs | 1,456 |
| open_issues | 27 |
| closed_issues | 352 |
| issue_closed_ratio | 0.929 |
| closed_unmerged_prs | 275 |
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 25/25 | 所有者影响力 — NVIDIA 有 28,148 位关注者 |
| 25/25 | 既往记录 — 769 个公开仓库,账户约 14 年 |
| followers | 28,148 |
| owner_type | Organization |
| is_verified | — |
| owner_login | NVIDIA |
| public_repos | 769 |
| account_age_days | 5,183 |
| 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 33 天前 |
| 20/20 | 版本历史 — 449 个已发布版本 |
| 20/20 | 未被弃用 — 活跃,未被弃用或撤回 |
| packages | nvidia-nat |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 33 |
基础的工程与文档实践是否到位?
| 24/24 | CI 工作流 — 3 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://docs.nvidia.com/nemo/agent-toolkit/latest/ |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
| topics | — |
| has_wiki | 是 |
| homepage | https://docs.nvidia.com/nemo/agent-toolkit/latest/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3/7.5 | 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 10 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no 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 4 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 1/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 179 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6 |
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。
| 45/45 | 代理指令 — .cursor/rules/cursor-rules.mdc, .cursor/rules/documentation/capitalization.mdc, .cursor/rules/documentation/categories.mdc, .cursor/rules/documentation/formatting.mdc, .cursor/rules/documentation/general.mdc, .cursor/rules/documentation/latinisms.mdc, .cursor/rules/documentation/lists-and-tables.mdc, .cursor/rules/documentation/numbers-and-dates.mdc, .cursor/rules/documentation/punctuation.mdc, .cursor/rules/documentation/voice-and-tone.mdc, .cursor/rules/documentation/writing-process.mdc, .cursor/rules/general.mdc, .cursor/rules/nat-agents/general.mdc, .cursor/rules/nat-cli/general.mdc, .cursor/rules/nat-cli/nat-eval.mdc, .cursor/rules/nat-cli/nat-info.mdc, .cursor/rules/nat-cli/nat-run-serve.mdc, .cursor/rules/nat-cli/nat-workflow.mdc, .cursor/rules/nat-setup/general.mdc, .cursor/rules/nat-setup/nat-toolkit-installation.mdc, .cursor/rules/nat-tests/general.mdc, .cursor/rules/nat-tests/integration-tests.mdc, .cursor/rules/nat-tests/nat-test-llm.mdc, .cursor/rules/nat-workflows/add-functions.mdc, .cursor/rules/nat-workflows/add-tools.mdc, .cursor/rules/nat-workflows/general.mdc, AGENTS.md, skills/nat-agent-configuration/references/agents.md |
| 0/15 | 机器可读文档(llms.txt) |
| 0/40 | 可读的提交历史 — 无数据 |
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | .cursor/rules/cursor-rules.mdc, .cursor/rules/documentation/capitalization.mdc, .cursor/rules/documentation/categories.mdc, .cursor/rules/documentation/formatting.mdc, .cursor/rules/documentation/general.mdc, .cursor/rules/documentation/latinisms.mdc, .cursor/rules/documentation/lists-and-tables.mdc, .cursor/rules/documentation/numbers-and-dates.mdc, .cursor/rules/documentation/punctuation.mdc, .cursor/rules/documentation/voice-and-tone.mdc, .cursor/rules/documentation/writing-process.mdc, .cursor/rules/general.mdc, .cursor/rules/nat-agents/general.mdc, .cursor/rules/nat-cli/general.mdc, .cursor/rules/nat-cli/nat-eval.mdc, .cursor/rules/nat-cli/nat-info.mdc, .cursor/rules/nat-cli/nat-run-serve.mdc, .cursor/rules/nat-cli/nat-workflow.mdc, .cursor/rules/nat-setup/general.mdc, .cursor/rules/nat-setup/nat-toolkit-installation.mdc, .cursor/rules/nat-tests/general.mdc, .cursor/rules/nat-tests/integration-tests.mdc, .cursor/rules/nat-tests/nat-test-llm.mdc, .cursor/rules/nat-workflows/add-functions.mdc, .cursor/rules/nat-workflows/add-tools.mdc, .cursor/rules/nat-workflows/general.mdc, AGENTS.md, skills/nat-agent-configuration/references/agents.md |
| agent_instruction_max_bytes | 10,375 |
| 18/18 | 一条命令的引导启动 — docs/Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 2/10 | OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | docs/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
| 0/45 | 可类型检查的代码 — Python,未配置类型检查 |
| 54.7/55 | 可控的文件大小 — 采样的 1,643 个源文件中有 8 个超过 60KB |
| primary_language | Python |
| largest_source_bytes | 85,894 |
| source_files_sampled | 1,643 |
| oversized_source_files | 8 |
| 0/40 | API 模式(OpenAPI/GraphQL/proto) |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples, notebooks |
| example_dirs | examples, notebooks |
| has_mcp_signal | 是 |
| api_schema_files | — |
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 |
| 4 | 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 10 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 2 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 2 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 179 existing vulnerabilities detected |
来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 938 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 | 0.3.24 | 间接 |
| PyPI | abnf | 2.2.0 | 间接 |
| PyPI | accessible-pygments | 0.0.5 | 间接 |
| PyPI | agent-memory-client | 0.14.0 | 间接 |
| PyPI | agno | 2.6.5 | 间接 |
| PyPI | aioboto3 | 15.5.0 | 间接 |
| PyPI | aiobotocore | 2.25.1 | 间接 |
| PyPI | aiofile | 3.9.0 | 间接 |
| PyPI | aiofiles | 25.1.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.1 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.2 | 间接 |
| PyPI | aiohttp | 3.13.3 | 间接 |
| PyPI | aiohttp | 3.13.5 | 间接 |
| PyPI | aiohttp | 3.14.0 | 间接 |
| PyPI | aiohttp-retry | 2.9.1 | 间接 |
| PyPI | aioice | 0.10.2 | 间接 |
| PyPI | aioitertools | 0.13.0 | 间接 |
| PyPI | aiomysql | 0.3.2 | 间接 |
| PyPI | aiortc | 1.14.0 | 间接 |
| PyPI | aiorwlock | 1.5.0 | 间接 |
| PyPI | aiorwlock | 1.5.1 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | aiosqlite | 0.21.0 | 间接 |
| PyPI | aiosqlite | 0.22.1 | 间接 |
| PyPI | alabaster | 1.0.0 | 间接 |
| PyPI | alembic | 1.18.4 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | annoy | 1.17.3 | 间接 |
| PyPI | ansible-runner | 2.4.2 | 间接 |
| PyPI | anthropic | 0.77.0 | 间接 |
| PyPI | anthropic | 0.83.0 | 间接 |
| PyPI | anyio | 4.12.1 | 间接 |
| PyPI | anyio | 4.13.0 | 间接 |
| PyPI | appdirs | 1.4.4 | 间接 |
| PyPI | appnope | 0.1.4 | 间接 |
| PyPI | argon2-cffi | 25.1.0 | 间接 |
| PyPI | argon2-cffi-bindings | 25.1.0 | 间接 |
| PyPI | arize-phoenix-otel | 0.14.0 | 间接 |
| PyPI | arize-phoenix-otel | 0.15.0 | 间接 |
| PyPI | arize-phoenix-otel | 0.16.1 | 间接 |
| PyPI | arxiv | 2.4.0 | 间接 |
| PyPI | asgi-lifespan | 2.1.0 | 间接 |
| PyPI | astroid | 3.3.11 | 间接 |
| PyPI | astroid | 4.1.0 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | attrs | 25.4.0 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | authlib | 1.7.2 | 间接 |
| PyPI | autogen-agentchat | 0.7.5 | 间接 |
| PyPI | autogen-core | 0.7.5 | 间接 |
| PyPI | autogen-ext | 0.7.5 | 间接 |
| PyPI | av | 16.1.0 | 间接 |
| PyPI | aws-requests-auth | 0.4.3 | 间接 |
| PyPI | azure-ai-agents | 1.2.0b6 | 间接 |
| PyPI | azure-ai-projects | 1.0.0 | 间接 |
| PyPI | azure-core | 1.38.0 | 间接 |
| PyPI | azure-core | 1.38.2 | 间接 |
| PyPI | azure-core | 1.41.0 | 间接 |
| PyPI | azure-identity | 1.25.1 | 间接 |
| PyPI | azure-identity | 1.25.2 | 间接 |
| PyPI | azure-storage-blob | 12.28.0 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backoff | 2.2.1 | 间接 |
| PyPI | backports-tarfile | 1.2.0 | 间接 |
| PyPI | banks | 2.4.2 | 间接 |
| PyPI | bcrypt | 5.0.0 | 间接 |
| PyPI | beartype | 0.22.9 | 间接 |
| PyPI | beautifulsoup4 | 4.14.3 | 间接 |
| PyPI | bleach | 6.3.0 | 间接 |
| PyPI | blinker | 1.9.0 | 间接 |
| PyPI | blis | 1.3.3 | 间接 |
| PyPI | boto3 | 1.40.61 | 间接 |
| PyPI | boto3 | 1.43.22 | 间接 |
| PyPI | botocore | 1.40.61 | 间接 |
| PyPI | botocore | 1.43.22 | 间接 |
| PyPI | build | 1.4.0 | 间接 |
| PyPI | cachetools | 6.2.6 | 间接 |
| PyPI | cachetools | 7.0.0 | 间接 |
| PyPI | cachetools | 7.0.1 | 间接 |
| PyPI | cachetools | 7.0.2 | 间接 |
| PyPI | cachetools | 7.1.1 | 间接 |
| PyPI | cachetools | 7.1.3 | 间接 |
| PyPI | cachetools | 7.1.4 | 间接 |
| PyPI | caio | 0.9.25 | 间接 |
| PyPI | catalogue | 2.0.10 | 间接 |
| PyPI | certifi | 2026.1.4 | 间接 |
| PyPI | certifi | 2026.2.25 | 间接 |
| PyPI | certifi | 2026.4.22 | 间接 |
| PyPI | certifi | 2026.5.20 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | chardet | 5.2.0 | 间接 |
| PyPI | charset-normalizer | 3.4.4 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | chromadb | 1.1.1 | 间接 |
| PyPI | cint | 1.0.0 | 间接 |
| PyPI | circuitbreaker | 2.1.3 | 间接 |
| PyPI | click | 8.1.8 | 间接 |
| PyPI | click | 8.3.1 | 间接 |
| PyPI | click | 8.3.3 | 间接 |
| PyPI | click | 8.4.0 | 间接 |
| PyPI | click | 8.4.1 | 间接 |
| PyPI | click | 8.4.2 | 间接 |
| PyPI | cloudevents | 1.12.0 | 间接 |
| PyPI | cloudpathlib | 0.23.0 | 间接 |
| PyPI | cloudpathlib | 0.24.0 | 间接 |
| PyPI | cloudpickle | 3.1.2 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | colorlog | 6.10.1 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | confection | 0.1.5 | 间接 |
| PyPI | confection | 1.3.3 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | courlan | 1.3.2 | 间接 |
| PyPI | coverage | 7.13.2 | 间接 |
| PyPI | coverage | 7.13.3 | 间接 |
| PyPI | coverage | 7.13.4 | 间接 |
| PyPI | coverage | 7.13.5 | 间接 |
| PyPI | coverage | 7.14.0 | 间接 |
| PyPI | crc32c | 2.8 | 间接 |
| PyPI | crewai | 1.13.0 | 间接 |
| PyPI | crewai | 1.6.1 | 间接 |
| PyPI | cryptography | 46.0.7 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | cyclopts | 4.5.4 | 间接 |
| PyPI | cymem | 2.0.13 | 间接 |
| PyPI | dask | 2026.1.2 | 间接 |
| PyPI | dataclass-wizard | 0.39.1 | 间接 |
| PyPI | dataclasses-json | 0.6.7 | 间接 |
| PyPI | datasets | 4.5.0 | 间接 |
| PyPI | datasets | 4.6.1 | 间接 |
| PyPI | datasets | 4.8.4 | 间接 |
| PyPI | datasets | 4.8.5 | 间接 |
| PyPI | dateparser | 1.3.0 | 间接 |
| PyPI | debugpy | 1.8.20 | 间接 |
| PyPI | decorator | 5.2.1 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | deprecated | 1.2.18 | 间接 |
| PyPI | deprecation | 2.1.0 | 间接 |
| PyPI | dill | 0.4.0 | 间接 |
| PyPI | dill | 0.4.1 | 间接 |
| PyPI | dirtyjson | 1.0.8 | 间接 |
| PyPI | diskcache | 5.6.3 | 间接 |
| PyPI | diskcache-weave | 5.6.3.post1 | 间接 |
| PyPI | distlib | 0.4.0 | 间接 |
| PyPI | distributed | 2026.1.2 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | dnspython | 2.8.0 | 间接 |
| PyPI | docopt | 0.6.2 | 间接 |
| PyPI | docstring-parser | 0.17.0 | 间接 |
| PyPI | docutils | 0.21.2 | 间接 |
| PyPI | docutils | 0.22.4 | 间接 |
| PyPI | durationpy | 0.10 | 间接 |
| PyPI | elastic-transport | 8.17.1 | 间接 |
| PyPI | elasticsearch | 8.19.3 | 间接 |
| PyPI | email-validator | 2.3.0 | 间接 |
| PyPI | et-xmlfile | 2.0.0 | 间接 |
| PyPI | events | 0.5 | 间接 |
| PyPI | exa-py | 1.16.1 | 间接 |
| PyPI | exa-py | 1.16.2 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | expandvars | 1.1.2 | 间接 |
| PyPI | extratools | 0.8.2.1 | 间接 |
| PyPI | fastapi | 0.129.0 | 间接 |
| PyPI | fastapi | 0.133.1 | 间接 |
| PyPI | fastapi | 0.135.1 | 间接 |
| PyPI | fastapi | 0.136.1 | 间接 |
| PyPI | fastapi | 0.136.3 | 间接 |
| PyPI | fastembed | 0.8.0 | 间接 |
| PyPI | fastjsonschema | 2.21.2 | 间接 |
| PyPI | fastmcp | 3.2.4 | 间接 |
| PyPI | fastuuid | 0.14.0 | 间接 |
| PyPI | feedparser | 6.0.12 | 间接 |
| PyPI | fickling | 0.1.7 | 间接 |
| PyPI | filelock | 3.20.3 | 间接 |
| PyPI | filelock | 3.24.3 | 间接 |
| PyPI | filelock | 3.25.0 | 间接 |
| PyPI | filelock | 3.29.0 | 间接 |
| PyPI | filelock | 3.29.1 | 间接 |
| PyPI | filetype | 1.2.0 | 间接 |
| PyPI | flask | 3.1 | 间接 |
| PyPI | flask | 3.1.2 | 间接 |
| PyPI | flask | 3.1.3 | 间接 |
| PyPI | flatbuffers | 25.12.19 | 间接 |
| PyPI | fonttools | 4.61.1 | 间接 |
| PyPI | fonttools | 4.62.1 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2025.10.0 | 间接 |
| PyPI | fsspec | 2026.2.0 | 间接 |
| PyPI | fsspec | 2026.4.0 | 间接 |
| PyPI | galileo | 1.39.0 | 间接 |
| PyPI | galileo | 1.46.2 | 间接 |
| PyPI | galileo-core | 3.95.1 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | gitpython | 3.1.46 | 间接 |
| PyPI | gitpython | 3.1.50 | 间接 |
| PyPI | google-adk | 1.35.0 | 间接 |
| PyPI | google-api-core | 2.30.0 | 间接 |
| PyPI | google-api-python-client | 2.190.0 | 间接 |
| PyPI | google-auth | 2.48.0 | 间接 |
| PyPI | google-auth | 2.53.0 | 间接 |
| PyPI | google-auth-httplib2 | 0.3.0 | 间接 |
| PyPI | google-cloud-aiplatform | 1.157.0 | 间接 |
| PyPI | google-cloud-appengine-logging | 1.8.0 | 间接 |
| PyPI | google-cloud-audit-log | 0.4.0 | 间接 |
| PyPI | google-cloud-bigquery | 3.40.1 | 间接 |
| PyPI | google-cloud-bigquery-storage | 2.36.2 | 间接 |
| PyPI | google-cloud-bigtable | 2.35.0 | 间接 |
| PyPI | google-cloud-core | 2.5.0 | 间接 |
| PyPI | google-cloud-dataplex | 2.20.0 | 间接 |
| PyPI | google-cloud-discoveryengine | 0.13.12 | 间接 |
| PyPI | google-cloud-iam | 2.21.0 | 间接 |
| PyPI | google-cloud-logging | 3.13.0 | 间接 |
| PyPI | google-cloud-monitoring | 2.29.1 | 间接 |
| PyPI | google-cloud-pubsub | 2.35.0 | 间接 |
| PyPI | google-cloud-resource-manager | 1.16.0 | 间接 |
| PyPI | google-cloud-secret-manager | 2.26.0 | 间接 |
| PyPI | google-cloud-spanner | 3.63.0 | 间接 |
| PyPI | google-cloud-speech | 2.36.1 | 间接 |
| PyPI | google-cloud-storage | 3.11.0 | 间接 |
| PyPI | google-cloud-storage | 3.9.0 | 间接 |
| PyPI | google-cloud-trace | 1.18.0 | 间接 |
| PyPI | google-crc32c | 1.8.0 | 间接 |
| PyPI | google-genai | 1.75.0 | 间接 |
| PyPI | google-resumable-media | 2.8.0 | 间接 |
| PyPI | google-search-results | 2.4.2 | 间接 |
| PyPI | googleapis-common-protos | 1.72.0 | 间接 |
| PyPI | googleapis-common-protos | 1.73.1 | 间接 |
| PyPI | googleapis-common-protos | 1.75.0 | 间接 |
| PyPI | gql | 4.0.0 | 间接 |
| PyPI | graphql-core | 3.2.7 | 间接 |
| PyPI | graphviz | 0.21 | 间接 |
| PyPI | greenlet | 3.3.1 | 间接 |
| PyPI | greenlet | 3.3.2 | 间接 |
| PyPI | greenlet | 3.5.0 | 间接 |
| PyPI | greenlet | 3.5.1 | 间接 |
| PyPI | griffe | 1.15.0 | 间接 |
| PyPI | griffe | 2.0.0 | 间接 |
| PyPI | griffecli | 2.0.0 | 间接 |
| PyPI | griffelib | 2.0.0 | 间接 |
| PyPI | griffelib | 2.0.2 | 间接 |
| PyPI | grpc-google-iam-v1 | 0.14.3 | 间接 |
| PyPI | grpc-interceptor | 0.15.4 | 间接 |
| PyPI | grpcio | 1.76.0 | 间接 |
| PyPI | grpcio | 1.78.0 | 间接 |
| PyPI | grpcio | 1.78.1 | 间接 |
| PyPI | grpcio | 1.80.0 | 间接 |
| PyPI | grpcio | 1.81.0 | 间接 |
| PyPI | grpcio-status | 1.71.2 | 间接 |
| PyPI | grpcio-status | 1.78.0 | 间接 |
| PyPI | gunicorn | 23.0.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | h2 | 4.3.0 | 间接 |
| PyPI | haystack-ai | 2.24.1 | 间接 |
| PyPI | haystack-experimental | 0.19.0 | 间接 |
| PyPI | hf-xet | 1.2.0 | 间接 |
| PyPI | hf-xet | 1.3.1 | 间接 |
| PyPI | hf-xet | 1.3.2 | 间接 |
| PyPI | hf-xet | 1.5.0 | 间接 |
| PyPI | hf-xet | 1.5.1 | 间接 |
| PyPI | hpack | 4.1.0 | 间接 |
| PyPI | htmldate | 1.9.4 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httplib2 | 0.31.2 | 间接 |
| PyPI | httptools | 0.7.1 | 间接 |
| PyPI | httptools | 0.8.0 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx-sse | 0.4.3 | 间接 |
| PyPI | huggingface-hub | 0.36.0 | 间接 |
| PyPI | huggingface-hub | 0.36.2 | 间接 |
| PyPI | huggingface-hub | 1.16.1 | 间接 |
| PyPI | huggingface-hub | 1.17.0 | 间接 |
| PyPI | huggingface-hub | 1.21.0 | 间接 |
| PyPI | hyperframe | 6.1.0 | 间接 |
| PyPI | id | 1.6.1 | 间接 |
| PyPI | identify | 2.6.16 | 间接 |
| PyPI | idna | 3.11 | 间接 |
| PyPI | idna | 3.13 | 间接 |
| PyPI | idna | 3.15 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | ifaddr | 0.2.0 | 间接 |
| PyPI | imagesize | 1.4.1 | 间接 |
| PyPI | importlib-metadata | 8.7.1 | 间接 |
| PyPI | importlib-metadata | 8.9.0 | 间接 |
| PyPI | importlib-resources | 6.5.2 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | instructor | 1.14.5 | 间接 |
| PyPI | instructor | 1.15.1 | 间接 |
| PyPI | intervaltree | 3.2.1 | 间接 |
| PyPI | ipykernel | 7.1.0 | 间接 |
| PyPI | ipykernel | 7.2.0 | 间接 |
| PyPI | ipython | — | 间接 |
| PyPI | ipython | 8.38.0 | 间接 |
| PyPI | isodate | 0.7.2 | 间接 |
| PyPI | itsdangerous | 2.2.0 | 间接 |
| PyPI | jaraco-classes | 3.4.0 | 间接 |
| PyPI | jaraco-context | 6.1.0 | 间接 |
| PyPI | jaraco-functools | 4.4.0 | 间接 |
| PyPI | jedi | 0.19.2 | 间接 |
| PyPI | jeepney | 0.9.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jiter | 0.10.0 | 间接 |
| PyPI | jiter | 0.11.1 | 间接 |
| PyPI | jiter | 0.13.0 | 间接 |
| PyPI | jiter | 0.15.0 | 间接 |
| PyPI | jmespath | 1.1.0 | 间接 |
| PyPI | joblib | 1.5.3 | 间接 |
| PyPI | joserfc | 1.6.4 | 间接 |
| PyPI | joserfc | 1.6.5 | 间接 |
| PyPI | joserfc | 1.7.0 | 间接 |
| PyPI | json-repair | 0.25.2 | 间接 |
| PyPI | json5 | 0.10.0 | 间接 |
| PyPI | json5 | 0.13.0 | 间接 |
| PyPI | jsonpatch | 1.33 | 间接 |
| PyPI | jsonpath-ng | 1.8.0 | 间接 |
| PyPI | jsonpointer | 3.0.0 | 间接 |
| PyPI | jsonpointer | 3.1.1 | 间接 |
| PyPI | jsonref | 1.1.0 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-path | 0.3.4 | 间接 |
| PyPI | jsonschema-path | 0.4.1 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | jupyter-client | 8.8.0 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | jupyterlab-pygments | 0.3.0 | 间接 |
| PyPI | justext | 3.0.2 | 间接 |
| PyPI | kaitaistruct | 0.11 | 间接 |
| PyPI | keyring | 25.7.0 | 间接 |
| PyPI | kiwisolver | 1.4.9 | 间接 |
| PyPI | kiwisolver | 1.5.0 | 间接 |
| PyPI | kubernetes | 35.0.0 | 间接 |
| PyPI | lance-namespace | 0.7.6 | 间接 |
| PyPI | lance-namespace-urllib3-client | 0.7.6 | 间接 |
| PyPI | lancedb | 0.30.0 | 间接 |
| PyPI | langchain | 1.2.10 | 间接 |
| PyPI | langchain | 1.3.4 | 间接 |
| PyPI | langchain-aws | 1.1.0 | 间接 |
| PyPI | langchain-aws | 1.5.0 | 间接 |
| PyPI | langchain-classic | 1.0.1 | 间接 |
| PyPI | langchain-classic | 1.0.5 | 间接 |
| PyPI | langchain-classic | 1.0.7 | 间接 |
| PyPI | langchain-community | 0.4.1 | 间接 |
| PyPI | langchain-core | 1.2.11 | 间接 |
| PyPI | langchain-core | 1.2.13 | 间接 |
| PyPI | langchain-core | 1.2.14 | 间接 |
| PyPI | langchain-core | 1.2.16 | 间接 |
| PyPI | langchain-core | 1.2.17 | 间接 |
| PyPI | langchain-core | 1.2.9 | 间接 |
| PyPI | langchain-core | 1.3.2 | 间接 |
| PyPI | langchain-core | 1.4.0 | 间接 |
| PyPI | langchain-exa | 1.1.0 | 间接 |
| PyPI | langchain-huggingface | 1.2.2 | 间接 |
| PyPI | langchain-litellm | 0.6.5 | 间接 |
| PyPI | langchain-litellm | 0.6.6 | 间接 |
| PyPI | langchain-milvus | 0.3.3 | 间接 |
| PyPI | langchain-nvidia-ai-endpoints | 1.0.4 | 间接 |
| PyPI | langchain-nvidia-ai-endpoints | 1.4.1 | 间接 |
| PyPI | langchain-oci | 0.2.5 | 间接 |
| PyPI | langchain-oci | 0.2.7 | 间接 |
| PyPI | langchain-openai | 1.1.10 | 间接 |
| PyPI | langchain-openai | 1.1.7 | 间接 |
| PyPI | langchain-openai | 1.1.9 | 间接 |
| PyPI | langchain-openai | 1.2.2 | 间接 |
| PyPI | langchain-protocol | 0.0.15 | 间接 |
| PyPI | langchain-protocol | 0.0.16 | 间接 |
| PyPI | langchain-tavily | 0.2.18 | 间接 |
| PyPI | langchain-text-splitters | 1.1.0 | 间接 |
| PyPI | langchain-text-splitters | 1.1.1 | 间接 |
| PyPI | langchain-text-splitters | 1.1.2 | 间接 |
| PyPI | langgraph | 1.0.10 | 间接 |
| PyPI | langgraph | 1.0.9 | 间接 |
| PyPI | langgraph | 1.2.4 | 间接 |
| PyPI | langgraph-checkpoint | 4.0.0 | 间接 |
| PyPI | langgraph-checkpoint | 4.0.1 | 间接 |
| PyPI | langgraph-checkpoint | 4.1.0 | 间接 |
| PyPI | langgraph-checkpoint | 4.1.1 | 间接 |
| PyPI | langgraph-prebuilt | 1.0.8 | 间接 |
| PyPI | langgraph-prebuilt | 1.1.0 | 间接 |
| PyPI | langgraph-sdk | 0.3.8 | 间接 |
| PyPI | langgraph-sdk | 0.3.9 | 间接 |
| PyPI | langgraph-sdk | 0.4.2 | 间接 |
| PyPI | langsmith | 0.8.0 | 间接 |
| PyPI | langsmith | 0.8.11 | 间接 |
| PyPI | lark | 1.3.1 | 间接 |
| PyPI | lazy-imports | 1.2.0 | 间接 |
| PyPI | lazy-object-proxy | 1.12.0 | 间接 |
| PyPI | linkify-it-py | 2.1.0 | 间接 |
| PyPI | litellm | 1.74.1 | 间接 |
| PyPI | litellm | 1.81.13 | 间接 |
| PyPI | litellm | 1.84.0 | 间接 |
| PyPI | litellm | 1.87.0 | 间接 |
| PyPI | llama-index | 0.14.23 | 间接 |
| PyPI | llama-index-core | 0.14.23 | 间接 |
| PyPI | llama-index-embeddings-azure-openai | 0.5.2 | 间接 |
| PyPI | llama-index-embeddings-nvidia | 0.4.2 | 间接 |
| PyPI | llama-index-embeddings-openai | 0.6.0 | 间接 |
| PyPI | llama-index-instrumentation | 0.4.2 | 间接 |
| PyPI | llama-index-instrumentation | 0.5.0 | 间接 |
| PyPI | llama-index-llms-anthropic | 0.8.6 | 间接 |
| PyPI | llama-index-llms-azure-openai | 0.5.5 | 间接 |
| PyPI | llama-index-llms-bedrock | 0.4.2 | 间接 |
| PyPI | llama-index-llms-litellm | 0.6.3 | 间接 |
| PyPI | llama-index-llms-nvidia | 0.5.1 | 间接 |
| PyPI | llama-index-llms-openai | 0.7.9 | 间接 |
| PyPI | llama-index-llms-openai-like | 0.7.2 | 间接 |
| PyPI | llama-index-readers-file | 0.5.6 | 间接 |
| PyPI | llama-index-workflows | 2.14.2 | 间接 |
| PyPI | llama-index-workflows | 2.22.1 | 间接 |
| PyPI | locket | 1.0.0 | 间接 |
| PyPI | lockfile | 0.12.2 | 间接 |
| PyPI | loguru | 0.7.3 | 间接 |
| PyPI | lxml | 5.4.0 | 间接 |
| PyPI | lxml | 6.0.2 | 间接 |
| PyPI | lxml-html-clean | 0.4.4 | 间接 |
| PyPI | mako | 1.3.10 | 间接 |
| PyPI | markdown-it-py | 3.0.0 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markdownify | 1.2.2 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | marshmallow | 3.26.2 | 间接 |
| PyPI | matplotlib | 3.10.8 | 间接 |
| PyPI | matplotlib-inline | 0.2.1 | 间接 |
| PyPI | mcp | 1.26.0 | 间接 |
| PyPI | mcp | 1.27.1 | 间接 |
| PyPI | mcp-server-time | 2025.9.25 | 间接 |
| PyPI | mdit-py-plugins | 0.5.0 | 间接 |
| PyPI | mdit-py-plugins | 0.6.1 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mem0ai | 0.1.115 | 间接 |
| PyPI | mem0ai | 0.1.116 | 间接 |
| PyPI | mem0ai | 0.1.118 | 间接 |
| PyPI | memmachine-client | 0.3.0 | 间接 |
| PyPI | memmachine-common | 0.3.0 | 间接 |
| PyPI | memmachine-common | 0.3.3 | 间接 |
| PyPI | microsoft-agents-a365-notifications | 0.1.0 | 间接 |
| PyPI | microsoft-agents-a365-observability-core | 1.0.0 | 间接 |
| PyPI | microsoft-agents-a365-runtime | 1.0.0 | 间接 |
| PyPI | microsoft-agents-a365-tooling | 0.1.0 | 间接 |
| PyPI | microsoft-agents-activity | 0.8.0 | 间接 |
| PyPI | microsoft-agents-authentication-msal | 0.8.0 | 间接 |
| PyPI | microsoft-agents-hosting-aiohttp | 0.8.0 | 间接 |
| PyPI | microsoft-agents-hosting-core | 0.8.0 | 间接 |
| PyPI | milvus-lite | 2.5.1 | 间接 |
| PyPI | minio | 7.2.20 | 间接 |
| PyPI | mistune | 3.2.0 | 间接 |
| PyPI | ml-dtypes | 0.5.4 | 间接 |
| PyPI | mmh3 | 5.2.0 | 间接 |
| PyPI | mmh3 | 5.2.1 | 间接 |
| PyPI | more-itertools | 10.8.0 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msal | 1.34.0 | 间接 |
| PyPI | msal | 1.36.0 | 间接 |
| PyPI | msal-extensions | 1.3.1 | 间接 |
| PyPI | msgpack | 1.1.2 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | multiprocess | 0.70.18 | 间接 |
| PyPI | multiprocess | 0.70.19 | 间接 |
| PyPI | murmurhash | 1.0.15 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | myst-parser | 4.0.1 | 间接 |
| PyPI | narwhals | 2.16.0 | 间接 |
| PyPI | narwhals | 2.17.0 | 间接 |
| PyPI | narwhals | 2.22.0 | 间接 |
| PyPI | nat-a365-example | 0.1.0 | 间接 |
| PyPI | nbclient | 0.10.4 | 间接 |
| PyPI | nbconvert | 7.17.0 | 间接 |
| PyPI | nbformat | 5.10.4 | 间接 |
| PyPI | nbsphinx | 0.9.8 | 间接 |
| PyPI | nemo-agent-toolkit-redis | 0.2.0 | 间接 |
| PyPI | nemo-agent-toolkit-tavily | 0.1.0 | 间接 |
| PyPI | nemo-microservices | 1.5.0 | 间接 |
| PyPI | nemoguardrails | 0.21.0 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | nest-asyncio2 | 1.7.1 | 间接 |
| PyPI | nest-asyncio2 | 1.7.2 | 间接 |
| PyPI | networkx | 3.6.1 | 间接 |
| PyPI | nh3 | 0.3.3 | 间接 |
| PyPI | nltk | 3.9.4 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | numpy | — | 间接 |
| PyPI | numpy | 2.4.2 | 间接 |
| PyPI | numpy | 2.4.4 | 间接 |
| PyPI | numpy | 2.4.6 | 间接 |
| PyPI | nvidia-haystack | 0.3.0 | 间接 |
| PyPI | nvidia-nat-atif | — | 间接 |
| PyPI | nvidia-nat-atif | 1.8.0 | 间接 |
| PyPI | nvidia-nat-core | — | 间接 |
| PyPI | nvidia-nat-core | 1.8.0 | 间接 |
| PyPI | nvidia-nat-eval | — | 间接 |
| PyPI | nvidia-nat-mcp | — | 间接 |
| PyPI | nvidia-nat-opentelemetry | — | 间接 |
| PyPI | nvidia-nat-test | — | 间接 |
| PyPI | nvidia-rag | 2.4.0 | 间接 |
| PyPI | nvidia-rag | 2.5.0 | 间接 |
| PyPI | nvidia-sphinx-theme | 0.0.9.post1 | 间接 |
| PyPI | oauthlib | 3.3.1 | 间接 |
| PyPI | oci | 2.171.0 | 间接 |
| PyPI | oci | 2.177.0 | 间接 |
| PyPI | oci-openai | 1.1.0 | 间接 |
| PyPI | onnxruntime | 1.24.2 | 间接 |
| PyPI | onnxruntime | 1.26.0 | 间接 |
| PyPI | openai | 1.109.1 | 间接 |
| PyPI | openai | 2.21.0 | 间接 |
| PyPI | openai | 2.24.0 | 间接 |
| PyPI | openai | 2.30.0 | 间接 |
| PyPI | openai | 2.31.0 | 间接 |
| PyPI | openai | 2.36.0 | 间接 |
| PyPI | openai | 2.40.0 | 间接 |
| PyPI | openapi-core | 0.19.4 | 间接 |
| PyPI | openapi-pydantic | 0.5.1 | 间接 |
| PyPI | openapi-schema-validator | 0.6.3 | 间接 |
| PyPI | openapi-spec-validator | 0.7.2 | 间接 |
| PyPI | openevals | 0.1.3 | 间接 |
| PyPI | openevals | 0.2.0 | 间接 |
| PyPI | openinference-instrumentation | 0.1.44 | 间接 |
| PyPI | openinference-instrumentation | 0.1.46 | 间接 |
| PyPI | openinference-instrumentation | 0.1.51 | 间接 |
| PyPI | openinference-instrumentation-langchain | 0.1.29 | 间接 |
| PyPI | openinference-semantic-conventions | 0.1.26 | 间接 |
| PyPI | openinference-semantic-conventions | 0.1.29 | 间接 |
| PyPI | openinference-semantic-conventions | 0.1.30 | 间接 |
| PyPI | openpipe-art | 0.5.17 | 间接 |
| PyPI | openpyxl | 3.1.5 | 间接 |
| PyPI | opensearch-haystack | 4.6.0 | 间接 |
| PyPI | opensearch-py | 2.8.0 | 间接 |
| PyPI | opentelemetry-api | 1.34.1 | 间接 |
| PyPI | opentelemetry-api | 1.38.0 | 间接 |
| PyPI | opentelemetry-api | 1.39.1 | 间接 |
| PyPI | opentelemetry-api | 1.40.0 | 间接 |
| PyPI | opentelemetry-api | 1.42.0 | 间接 |
| PyPI | opentelemetry-api | 1.42.1 | 间接 |
| PyPI | opentelemetry-exporter-gcp-logging | 1.11.0a0 | 间接 |
| PyPI | opentelemetry-exporter-gcp-logging | 1.12.0a0 | 间接 |
| PyPI | opentelemetry-exporter-gcp-monitoring | 1.11.0a0 | 间接 |
| PyPI | opentelemetry-exporter-gcp-trace | 1.11.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp | 1.39.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp | 1.40.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp | 1.42.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp | 1.42.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.34.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.38.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.39.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.40.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.42.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.42.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.34.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.39.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.40.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.42.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.42.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.34.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.38.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.39.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.40.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.42.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.42.1 | 间接 |
| PyPI | opentelemetry-instrumentation | 0.60b1 | 间接 |
| PyPI | opentelemetry-instrumentation-threading | 0.60b1 | 间接 |
| PyPI | opentelemetry-proto | 1.34.1 | 间接 |
| PyPI | opentelemetry-proto | 1.38.0 | 间接 |
| PyPI | opentelemetry-proto | 1.39.1 | 间接 |
| PyPI | opentelemetry-proto | 1.40.0 | 间接 |
| PyPI | opentelemetry-proto | 1.42.0 | 间接 |
| PyPI | opentelemetry-proto | 1.42.1 | 间接 |
| PyPI | opentelemetry-resourcedetector-gcp | 1.11.0a0 | 间接 |
| PyPI | opentelemetry-sdk | 1.34.1 | 间接 |
| PyPI | opentelemetry-sdk | 1.38.0 | 间接 |
| PyPI | opentelemetry-sdk | 1.39.1 | 间接 |
| PyPI | opentelemetry-sdk | 1.40.0 | 间接 |
| PyPI | opentelemetry-sdk | 1.42.0 | 间接 |
| PyPI | opentelemetry-sdk | 1.42.1 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.55b1 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.59b0 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.60b1 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.61b0 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.63b0 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.63b1 | 间接 |
| PyPI | optuna | 4.4.0 | 间接 |
| PyPI | orjson | 3.11.6 | 间接 |
| PyPI | orjson | 3.11.7 | 间接 |
| PyPI | orjson | 3.11.8 | 间接 |
| PyPI | orjson | 3.11.9 | 间接 |
| PyPI | ormsgpack | 1.12.2 | 间接 |
| PyPI | overrides | 7.7.0 | 间接 |
| PyPI | packaging | 25.0 | 间接 |
| PyPI | packaging | 26.0 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | pandas | — | 间接 |
| PyPI | pandas | 2.3.3 | 间接 |
| PyPI | pandocfilters | 1.5.1 | 间接 |
| PyPI | parse | 1.21.1 | 间接 |
| PyPI | parso | 0.8.5 | 间接 |
| PyPI | parso | 0.8.6 | 间接 |
| PyPI | partd | 1.4.2 | 间接 |
| PyPI | pathable | 0.4.4 | 间接 |
| PyPI | pathable | 0.5.0 | 间接 |
| PyPI | pdfminer-six | 20251230 | 间接 |
| PyPI | pdfminer-six | 20260107 | 间接 |
| PyPI | pdfplumber | 0.11.10 | 间接 |
| PyPI | pdfplumber | 0.11.9 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | phonenumbers | 9.0.24 | 间接 |
| PyPI | phonenumbers | 9.0.31 | 间接 |
| PyPI | pillow | 12.1.0 | 间接 |
| PyPI | pillow | 12.1.1 | 间接 |
| PyPI | pillow | 12.2.0 | 间接 |
| PyPI | pip | 26.0 | 间接 |
| PyPI | pip | 26.0.1 | 间接 |
| PyPI | pip | 26.1 | 间接 |
| PyPI | pip | 26.1.1 | 间接 |
| PyPI | pip | 26.1.2 | 间接 |
| PyPI | pkce | 1.0.3 | 间接 |
| PyPI | pkginfo | 1.12.1.2 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | platformdirs | 4.5.1 | 间接 |
| PyPI | platformdirs | 4.9.2 | 间接 |
| PyPI | platformdirs | 4.9.6 | 间接 |
| PyPI | plotly | — | 间接 |
| PyPI | plotly | 6.5.2 | 间接 |
| PyPI | plotly | 6.8.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | polars | 1.39.3 | 间接 |
| PyPI | polars-runtime-32 | 1.39.3 | 间接 |
| PyPI | polyfile-weave | 0.5.9 | 间接 |
| PyPI | portalocker | 2.7.0 | 间接 |
| PyPI | portalocker | 3.2.0 | 间接 |
| PyPI | posthog | 5.4.0 | 间接 |
| PyPI | posthog | 7.9.3 | 间接 |
| PyPI | prance | 25.4.8.0 | 间接 |
| PyPI | pre-commit | 4.5.1 | 间接 |
| PyPI | prefixspan | 0.5.2 | 间接 |
| PyPI | preshed | 3.0.12 | 间接 |
| PyPI | preshed | 3.0.13 | 间接 |
| PyPI | presidio-analyzer | 2.2.361 | 间接 |
| PyPI | presidio-analyzer | 2.2.362 | 间接 |
| PyPI | presidio-anonymizer | 2.2.361 | 间接 |
| PyPI | presidio-anonymizer | 2.2.362 | 间接 |
| PyPI | prompt-toolkit | 3.0.52 | 间接 |
| PyPI | propcache | 0.4.1 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | proto-plus | 1.27.1 | 间接 |
| PyPI | protobuf | 5.29.6 | 间接 |
| PyPI | protobuf | 6.33.5 | 间接 |
| PyPI | protobuf | 6.33.6 | 间接 |
| PyPI | protobuf | 7.34.0 | 间接 |
| PyPI | protobuf | 7.34.1 | 间接 |
| PyPI | psutil | 6.0.0 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | py-key-value-aio | 0.4.4 | 间接 |
| PyPI | py-rust-stemmers | 0.1.8 | 间接 |
| PyPI | pyarrow | 23.0.0 | 间接 |
| PyPI | pyarrow | 23.0.1 | 间接 |
| PyPI | pyarrow | 24.0.0 | 间接 |
| PyPI | pyasn1 | 0.6.2 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pybars4 | 0.9.13 | 间接 |
| PyPI | pybase64 | 1.4.3 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pycryptodome | 3.23.0 | 间接 |
| PyPI | pydantic | — | 间接 |
| PyPI | pydantic | 2.11.10 | 间接 |
| PyPI | pydantic | 2.12.5 | 间接 |
| PyPI | pydantic | 2.13.4 | 间接 |
| PyPI | pydantic-core | 2.33.2 | 间接 |
| PyPI | pydantic-core | 2.41.5 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pydantic-partial | 0.10.2 | 间接 |
| PyPI | pydantic-settings | 2.10.1 | 间接 |
| PyPI | pydantic-settings | 2.12.0 | 间接 |
| PyPI | pydantic-settings | 2.13.0 | 间接 |
| PyPI | pydantic-settings | 2.13.1 | 间接 |
| PyPI | pydantic-settings | 2.14.0 | 间接 |
| PyPI | pydantic-settings | 2.14.1 | 间接 |
| PyPI | pydata-sphinx-theme | 0.16.1 | 间接 |
| PyPI | pyee | 13.0.1 | 间接 |
| PyPI | pygments | 2.19.2 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pyjwt | 2.13.0 | 间接 |
| PyPI | pylibsrtp | 1.0.0 | 间接 |
| PyPI | pymeta3 | 0.5.1 | 间接 |
| PyPI | pymilvus | 2.6.9 | 间接 |
| PyPI | pymilvus-model | 0.3.2 | 间接 |
| PyPI | pymysql | 1.1.2 | 间接 |
| PyPI | pyopenssl | 25.3.0 | 间接 |
| PyPI | pyopenssl | 26.0.0 | 间接 |
| PyPI | pyopenssl | 26.2.0 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pypdf | 6.6.2 | 间接 |
| PyPI | pypdf | 6.7.1 | 间接 |
| PyPI | pypdf | 6.7.4 | 间接 |
| PyPI | pypdfium2 | 5.10.1 | 间接 |
| PyPI | pypdfium2 | 5.5.0 | 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 | 3.5.4 | 间接 |
| PyPI | pytest | 9.0.3 | 间接 |
| PyPI | pytest-asyncio | 1.3.0 | 间接 |
| PyPI | pytest-cov | 6.3.0 | 间接 |
| PyPI | pytest-httpserver | 1.1.3 | 间接 |
| PyPI | pytest-httpserver | 1.1.4 | 间接 |
| PyPI | pytest-httpserver | 1.1.5 | 间接 |
| PyPI | pytest-timeout | 2.4.0 | 间接 |
| PyPI | python-daemon | 3.1.2 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-docx | 1.2.0 | 间接 |
| PyPI | python-dotenv | 1.1.1 | 间接 |
| PyPI | python-dotenv | 1.2.1 | 间接 |
| PyPI | python-dotenv | 1.2.2 | 间接 |
| PyPI | python-multipart | 0.0.22 | 间接 |
| PyPI | python-multipart | 0.0.27 | 间接 |
| PyPI | python-multipart | 0.0.29 | 间接 |
| PyPI | python-multipart | 0.0.30 | 间接 |
| PyPI | python-ulid | 3.1.0 | 间接 |
| PyPI | pytz | 2025.2 | 间接 |
| PyPI | pytz | 2026.1.post1 | 间接 |
| PyPI | pytz | 2026.2 | 间接 |
| PyPI | pyuwsgi | 2.0.* | 间接 |
| PyPI | pywin32 | 311 | 间接 |
| PyPI | pywin32-ctypes | 0.2.3 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | pyzmq | 27.1.0 | 间接 |
| PyPI | qdrant-client | 1.17.0 | 间接 |
| PyPI | ragas | 0.4.3 | 间接 |
| PyPI | readme-renderer | 44.0 | 间接 |
| PyPI | redis | 5.3.1 | 间接 |
| PyPI | redis | 7.2.0 | 间接 |
| PyPI | redisvl | 0.22.0 | 间接 |
| PyPI | referencing | 0.36.2 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | regex | 2026.1.15 | 间接 |
| PyPI | regex | 2026.2.19 | 间接 |
| PyPI | regex | 2026.2.28 | 间接 |
| PyPI | regex | 2026.5.9 | 间接 |
| PyPI | requests | 2.32.5 | 间接 |
| PyPI | requests | 2.33.1 | 间接 |
| PyPI | requests | 2.34.2 | 间接 |
| PyPI | requests-file | 3.0.1 | 间接 |
| PyPI | requests-oauthlib | 2.0.0 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | rfc3339-validator | 0.1.4 | 间接 |
| PyPI | rfc3986 | 2.0.0 | 间接 |
| PyPI | rich | 14.3.1 | 间接 |
| PyPI | rich | 14.3.2 | 间接 |
| PyPI | rich | 14.3.3 | 间接 |
| PyPI | rich | 14.3.4 | 间接 |
| PyPI | rich-rst | 1.3.2 | 间接 |
| PyPI | roman-numerals | 4.1.0 | 间接 |
| PyPI | roman-numerals-py | 4.1.0 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | rpds-py | 2026.5.1 | 间接 |
| PyPI | rsa | 4.9.1 | 间接 |
| PyPI | ruamel-yaml | 0.19.1 | 间接 |
| PyPI | ruamel-yaml-clibz | 0.3.5 | 间接 |
| PyPI | ruff | 0.15.0 | 间接 |
| PyPI | s3transfer | 0.14.0 | 间接 |
| PyPI | s3transfer | 0.18.0 | 间接 |
| PyPI | safetensors | 0.7.0 | 间接 |
| PyPI | scikit-learn | 1.8.0 | 间接 |
| PyPI | scikit-network | 0.33.5 | 间接 |
| PyPI | scipy | — | 间接 |
| PyPI | scipy | 1.17.0 | 间接 |
| PyPI | scipy | 1.17.1 | 间接 |
| PyPI | seaborn | 0.13.2 | 间接 |
| PyPI | secretstorage | 3.5.0 | 间接 |
| PyPI | semantic-kernel | 1.42.0 | 间接 |
| PyPI | sentry-sdk | 2.53.0 | 间接 |
| PyPI | setproctitle | 1.3.7 | 间接 |
| PyPI | setuptools | 80.10.2 | 间接 |
| PyPI | setuptools | 81.0.0 | 间接 |
| PyPI | setuptools | 82.0.0 | 间接 |
| PyPI | setuptools | 82.0.1 | 间接 |
| PyPI | setuptools-dynamic-dependencies | — | 间接 |
| PyPI | setuptools-scm | — | 间接 |
| PyPI | setuptools-scm | 9.2.2 | 间接 |
| PyPI | sgmllib3k | 1.0.0 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | simpleeval | 1.0.7 | 间接 |
| PyPI | simsimd | 6.5.13 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | slack-bolt | 1.27.0 | 间接 |
| PyPI | slack-sdk | 3.40.1 | 间接 |
| PyPI | smart-open | 7.5.0 | 间接 |
| PyPI | smart-open | 7.6.1 | 间接 |
| PyPI | smmap | 5.0.2 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | snowballstemmer | 3.0.1 | 间接 |
| PyPI | sortedcontainers | 2.4.0 | 间接 |
| PyPI | soupsieve | 2.8.3 | 间接 |
| PyPI | soupsieve | 2.8.4 | 间接 |
| PyPI | spacy | 3.8.11 | 间接 |
| PyPI | spacy | 3.8.14 | 间接 |
| PyPI | spacy-legacy | 3.0.12 | 间接 |
| PyPI | spacy-loggers | 1.0.5 | 间接 |
| PyPI | sphinx | 8.2.3 | 间接 |
| PyPI | sphinx-autoapi | 3.7.0 | 间接 |
| PyPI | sphinx-copybutton | 0.5.2 | 间接 |
| PyPI | sphinx-design | 0.7.0 | 间接 |
| PyPI | sphinx-mermaid | 0.0.8 | 间接 |
| PyPI | sphinx-reredirects | 1.1.0 | 间接 |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | 间接 |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | 间接 |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | 间接 |
| PyPI | sqlalchemy | 2.0.46 | 间接 |
| PyPI | sqlalchemy | 2.0.47 | 间接 |
| PyPI | sqlalchemy | 2.0.48 | 间接 |
| PyPI | sqlalchemy | 2.0.49 | 间接 |
| PyPI | sqlalchemy | 2.0.50 | 间接 |
| PyPI | sqlalchemy-spanner | 1.17.2 | 间接 |
| PyPI | sqlparse | 0.5.5 | 间接 |
| PyPI | srsly | 2.5.2 | 间接 |
| PyPI | srsly | 2.5.3 | 间接 |
| PyPI | sse-starlette | 3.0.3 | 间接 |
| PyPI | sse-starlette | 3.2.0 | 间接 |
| PyPI | sse-starlette | 3.4.4 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | starlette | 0.52.1 | 间接 |
| PyPI | starlette | 1.0.0 | 间接 |
| PyPI | starlette | 1.2.1 | 间接 |
| PyPI | stdlib-list | 0.11.1 | 间接 |
| PyPI | strands-agents | 1.27.0 | 间接 |
| PyPI | strands-agents | 1.34.1 | 间接 |
| PyPI | strands-agents | 1.35.0 | 间接 |
| PyPI | strands-agents-tools | 0.2.21 | 间接 |
| PyPI | striprtf | 0.0.26 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | tabulate | 0.10.0 | 间接 |
| PyPI | tabulate | 0.9.0 | 间接 |
| PyPI | tavily-python | 0.7.25 | 间接 |
| PyPI | tblib | 3.2.2 | 间接 |
| PyPI | tenacity | 8.3.0 | 间接 |
| PyPI | tenacity | 9.1.2 | 间接 |
| PyPI | tenacity | 9.1.3 | 间接 |
| PyPI | tenacity | 9.1.4 | 间接 |
| PyPI | textual | 8.2.6 | 间接 |
| PyPI | thinc | 8.3.10 | 间接 |
| PyPI | thinc | 8.3.13 | 间接 |
| PyPI | threadpoolctl | 3.6.0 | 间接 |
| PyPI | tiktoken | 0.12.0 | 间接 |
| PyPI | tiktoken | 0.13.0 | 间接 |
| PyPI | tinycss2 | 1.4.0 | 间接 |
| PyPI | tinytag | 2.2.0 | 间接 |
| PyPI | tinytag | 2.2.1 | 间接 |
| PyPI | tld | 0.13.1 | 间接 |
| PyPI | tldextract | 5.3.1 | 间接 |
| PyPI | tokenizers | 0.22.2 | 间接 |
| PyPI | tokenizers | 0.23.1 | 间接 |
| PyPI | tomli | 2.0.2 | 间接 |
| PyPI | tomli | 2.4.0 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | tomli-w | 1.1.0 | 间接 |
| PyPI | tomli-w | 1.2.0 | 间接 |
| PyPI | toolz | 1.1.0 | 间接 |
| PyPI | tornado | 6.5.4 | 间接 |
| PyPI | tqdm | 4.67.2 | 间接 |
| PyPI | tqdm | 4.67.3 | 间接 |
| PyPI | tqdm | 4.68.1 | 间接 |
| PyPI | trafilatura | 2.0.0 | 间接 |
| PyPI | traitlets | 5.14.3 | 间接 |
| PyPI | transformers | 5.12.1 | 间接 |
| PyPI | twine | 6.2.0 | 间接 |
| PyPI | typer | 0.23.1 | 间接 |
| PyPI | typer | 0.24.0 | 间接 |
| PyPI | typer | 0.24.1 | 间接 |
| PyPI | typer | 0.25.1 | 间接 |
| PyPI | typer | 0.26.7 | 间接 |
| PyPI | typer-slim | 0.24.0 | 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 | 2025.3 | 间接 |
| PyPI | tzdata | 2026.2 | 间接 |
| PyPI | tzlocal | 5.3.1 | 间接 |
| PyPI | uc-micro-py | 2.0.0 | 间接 |
| PyPI | uncalled-for | 0.3.2 | 间接 |
| PyPI | uritemplate | 4.2.0 | 间接 |
| PyPI | urllib3 | 2.6.3 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | usearch | 2.21.0 | 间接 |
| PyPI | usearch | 2.23.0 | 间接 |
| PyPI | uuid-utils | 0.14.0 | 间接 |
| PyPI | uuid-utils | 0.14.1 | 间接 |
| PyPI | uuid-utils | 0.16.0 | 间接 |
| PyPI | uv | 0.9.28 | 间接 |
| PyPI | uv | 0.9.30 | 间接 |
| PyPI | uvicorn | 0.40.0 | 间接 |
| PyPI | uvicorn | 0.41.0 | 间接 |
| PyPI | uvicorn | 0.46.0 | 间接 |
| PyPI | uvicorn | 0.47.0 | 间接 |
| PyPI | uvicorn | 0.48.0 | 间接 |
| PyPI | uvloop | 0.21.0 | 间接 |
| PyPI | uvloop | 0.22.1 | 间接 |
| PyPI | vale | 3.13.0.0 | 间接 |
| PyPI | virtualenv | 20.38.0 | 间接 |
| PyPI | wandb | 0.25.0 | 间接 |
| PyPI | wasabi | 1.1.3 | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | watchfiles | 1.1.1 | 间接 |
| PyPI | watchfiles | 1.2.0 | 间接 |
| PyPI | wcwidth | 0.5.3 | 间接 |
| PyPI | wcwidth | 0.6.0 | 间接 |
| PyPI | wcwidth | 0.7.0 | 间接 |
| PyPI | weasel | 0.4.3 | 间接 |
| PyPI | weasel | 1.0.0 | 间接 |
| PyPI | weave | 0.52.28 | 间接 |
| PyPI | weave | 0.52.36 | 间接 |
| PyPI | webencodings | 0.5.1 | 间接 |
| PyPI | websocket-client | 1.9.0 | 间接 |
| PyPI | websockets | 15.0.1 | 间接 |
| PyPI | websockets | 16.0 | 间接 |
| PyPI | werkzeug | 3.1.5 | 间接 |
| PyPI | werkzeug | 3.1.6 | 间接 |
| PyPI | werkzeug | 3.1.8 | 间接 |
| PyPI | wikipedia | 1.4.0 | 间接 |
| PyPI | win32-setctime | 1.2.0 | 间接 |
| PyPI | wrapt | 1.17.3 | 间接 |
| PyPI | wrapt | 2.2.0 | 间接 |
| PyPI | wrapt | 2.2.1 | 间接 |
| PyPI | xxhash | 3.6.0 | 间接 |
| PyPI | xxhash | 3.7.0 | 间接 |
| PyPI | yapf | 0.43.0 | 间接 |
| PyPI | yarl | 1.22.0 | 间接 |
| PyPI | yarl | 1.23.0 | 间接 |
| PyPI | yarl | 1.24.2 | 间接 |
| PyPI | zep-cloud | 3.16.0 | 间接 |
| PyPI | zict | 3.0.0 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
| PyPI | zstandard | 0.25.0 | 间接 |
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 92423,
"has_wiki": true,
"homepage": "https://docs.nvidia.com/nemo/agent-toolkit/latest/",
"languages": {
"Jinja": 3293,
"Shell": 50178,
"Python": 11696518,
"Dockerfile": 4820
},
"pushed_at": "2026-07-19T04:10:18Z",
"created_at": "2025-03-06T17:23:52Z",
"owner_type": "Organization",
"updated_at": "2026-07-20T09:00:27Z",
"description": "The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "develop",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://nvidia.com",
"name": "NVIDIA Corporation",
"type": "Organization",
"login": "NVIDIA",
"company": null,
"location": "2788 San Tomas Expressway, Santa Clara, CA, 95051",
"followers": 28148,
"avatar_url": "https://avatars.githubusercontent.com/u/1728152?v=4",
"created_at": "2012-05-10T22:06:34Z",
"is_verified": null,
"public_repos": 769,
"account_age_days": 5183
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 15,
"commits_last_year": 1207,
"latest_release_at": "2026-06-16T22:44:47Z",
"latest_release_tag": "v1.8.0",
"releases_from_tags": false,
"days_since_last_push": 1,
"active_weeks_last_year": 51,
"days_since_latest_release": 33,
"mean_days_between_releases": 26.1
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 87,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "nvidia-nat",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"ai",
"rag",
"agents",
"Programming Language :: Python",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/nvidia-nat/",
"is_deprecated": false,
"latest_version": "1.8.0",
"repository_url": "https://github.com/NVIDIA/NeMo-Agent-Toolkit",
"versions_count": 449,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 161041,
"first_published_at": "2025-08-08T15:39:30.282667Z",
"latest_published_at": "2026-06-17T00:25:55.043213Z",
"latest_version_yanked": null,
"days_since_latest_publish": 33
}
]
},
"popularity": {
"forks": 712,
"stars": 2505,
"watchers": 32,
"open_issues_and_prs": 44
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": true,
"bootstrap_files": [
"docs/Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 85894,
"source_files_sampled": 1643,
"oversized_source_files": 8,
"agent_instruction_files": [
".cursor/rules/cursor-rules.mdc",
".cursor/rules/documentation/capitalization.mdc",
".cursor/rules/documentation/categories.mdc",
".cursor/rules/documentation/formatting.mdc",
".cursor/rules/documentation/general.mdc",
".cursor/rules/documentation/latinisms.mdc",
".cursor/rules/documentation/lists-and-tables.mdc",
".cursor/rules/documentation/numbers-and-dates.mdc",
".cursor/rules/documentation/punctuation.mdc",
".cursor/rules/documentation/voice-and-tone.mdc",
".cursor/rules/documentation/writing-process.mdc",
".cursor/rules/general.mdc",
".cursor/rules/nat-agents/general.mdc",
".cursor/rules/nat-cli/general.mdc",
".cursor/rules/nat-cli/nat-eval.mdc",
".cursor/rules/nat-cli/nat-info.mdc",
".cursor/rules/nat-cli/nat-run-serve.mdc",
".cursor/rules/nat-cli/nat-workflow.mdc",
".cursor/rules/nat-setup/general.mdc",
".cursor/rules/nat-setup/nat-toolkit-installation.mdc",
".cursor/rules/nat-tests/general.mdc",
".cursor/rules/nat-tests/integration-tests.mdc",
".cursor/rules/nat-tests/nat-test-llm.mdc",
".cursor/rules/nat-workflows/add-functions.mdc",
".cursor/rules/nat-workflows/add-tools.mdc",
".cursor/rules/nat-workflows/general.mdc",
"AGENTS.md",
"skills/nat-agent-configuration/references/agents.md"
],
"agent_instruction_max_bytes": 10375
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"ecosystems": [
"pypi"
],
"dependencies": [],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "a2a-sdk",
"direct": false,
"version": "0.3.24",
"ecosystem": "pypi"
},
{
"name": "abnf",
"direct": false,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "accessible-pygments",
"direct": false,
"version": "0.0.5",
"ecosystem": "pypi"
},
{
"name": "agent-memory-client",
"direct": false,
"version": "0.14.0",
"ecosystem": "pypi"
},
{
"name": "agno",
"direct": false,
"version": "2.6.5",
"ecosystem": "pypi"
},
{
"name": "aioboto3",
"direct": false,
"version": "15.5.0",
"ecosystem": "pypi"
},
{
"name": "aiobotocore",
"direct": false,
"version": "2.25.1",
"ecosystem": "pypi"
},
{
"name": "aiofile",
"direct": false,
"version": "3.9.0",
"ecosystem": "pypi"
},
{
"name": "aiofiles",
"direct": false,
"version": "25.1.0",
"ecosystem": "pypi"
},
{
"name": "aiohappyeyeballs",
"direct": false,
"version": "2.6.1",
"ecosystem": "pypi"
},
{
"name": "aiohappyeyeballs",
"direct": false,
"version": "2.6.2",
"ecosystem": "pypi"
},
{
"name": "aiohttp",
"direct": false,
"version": "3.13.3",
"ecosystem": "pypi"
},
{
"name": "aiohttp",
"direct": false,
"version": "3.13.5",
"ecosystem": "pypi"
},
{
"name": "aiohttp",
"direct": false,
"version": "3.14.0",
"ecosystem": "pypi"
},
{
"name": "aiohttp-retry",
"direct": false,
"version": "2.9.1",
"ecosystem": "pypi"
},
{
"name": "aioice",
"direct": false,
"version": "0.10.2",
"ecosystem": "pypi"
},
{
"name": "aioitertools",
"direct": false,
"version": "0.13.0",
"ecosystem": "pypi"
},
{
"name": "aiomysql",
"direct": false,
"version": "0.3.2",
"ecosystem": "pypi"
},
{
"name": "aiortc",
"direct": false,
"version": "1.14.0",
"ecosystem": "pypi"
},
{
"name": "aiorwlock",
"direct": false,
"version": "1.5.0",
"ecosystem": "pypi"
},
{
"name": "aiorwlock",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "aiosignal",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "aiosqlite",
"direct": false,
"version": "0.21.0",
"ecosystem": "pypi"
},
{
"name": "aiosqlite",
"direct": false,
"version": "0.22.1",
"ecosystem": "pypi"
},
{
"name": "alabaster",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "alembic",
"direct": false,
"version": "1.18.4",
"ecosystem": "pypi"
},
{
"name": "annotated-doc",
"direct": false,
"version": "0.0.4",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "annoy",
"direct": false,
"version": "1.17.3",
"ecosystem": "pypi"
},
{
"name": "ansible-runner",
"direct": false,
"version": "2.4.2",
"ecosystem": "pypi"
},
{
"name": "anthropic",
"direct": false,
"version": "0.77.0",
"ecosystem": "pypi"
},
{
"name": "anthropic",
"direct": false,
"version": "0.83.0",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.12.1",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.13.0",
"ecosystem": "pypi"
},
{
"name": "appdirs",
"direct": false,
"version": "1.4.4",
"ecosystem": "pypi"
},
{
"name": "appnope",
"direct": false,
"version": "0.1.4",
"ecosystem": "pypi"
},
{
"name": "argon2-cffi",
"direct": false,
"version": "25.1.0",
"ecosystem": "pypi"
},
{
"name": "argon2-cffi-bindings",
"direct": false,
"version": "25.1.0",
"ecosystem": "pypi"
},
{
"name": "arize-phoenix-otel",
"direct": false,
"version": "0.14.0",
"ecosystem": "pypi"
},
{
"name": "arize-phoenix-otel",
"direct": false,
"version": "0.15.0",
"ecosystem": "pypi"
},
{
"name": "arize-phoenix-otel",
"direct": false,
"version": "0.16.1",
"ecosystem": "pypi"
},
{
"name": "arxiv",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "asgi-lifespan",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "astroid",
"direct": false,
"version": "3.3.11",
"ecosystem": "pypi"
},
{
"name": "astroid",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "asttokens",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "async-timeout",
"direct": false,
"version": "5.0.1",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "25.4.0",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "26.1.0",
"ecosystem": "pypi"
},
{
"name": "authlib",
"direct": false,
"version": "1.7.2",
"ecosystem": "pypi"
},
{
"name": "autogen-agentchat",
"direct": false,
"version": "0.7.5",
"ecosystem": "pypi"
},
{
"name": "autogen-core",
"direct": false,
"version": "0.7.5",
"ecosystem": "pypi"
},
{
"name": "autogen-ext",
"direct": false,
"version": "0.7.5",
"ecosystem": "pypi"
},
{
"name": "av",
"direct": false,
"version": "16.1.0",
"ecosystem": "pypi"
},
{
"name": "aws-requests-auth",
"direct": false,
"version": "0.4.3",
"ecosystem": "pypi"
},
{
"name": "azure-ai-agents",
"direct": false,
"version": "1.2.0b6",
"ecosystem": "pypi"
},
{
"name": "azure-ai-projects",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "azure-core",
"direct": false,
"version": "1.38.0",
"ecosystem": "pypi"
},
{
"name": "azure-core",
"direct": false,
"version": "1.38.2",
"ecosystem": "pypi"
},
{
"name": "azure-core",
"direct": false,
"version": "1.41.0",
"ecosystem": "pypi"
},
{
"name": "azure-identity",
"direct": false,
"version": "1.25.1",
"ecosystem": "pypi"
},
{
"name": "azure-identity",
"direct": false,
"version": "1.25.2",
"ecosystem": "pypi"
},
{
"name": "azure-storage-blob",
"direct": false,
"version": "12.28.0",
"ecosystem": "pypi"
},
{
"name": "babel",
"direct": false,
"version": "2.18.0",
"ecosystem": "pypi"
},
{
"name": "backoff",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "backports-tarfile",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "banks",
"direct": false,
"version": "2.4.2",
"ecosystem": "pypi"
},
{
"name": "bcrypt",
"direct": false,
"version": "5.0.0",
"ecosystem": "pypi"
},
{
"name": "beartype",
"direct": false,
"version": "0.22.9",
"ecosystem": "pypi"
},
{
"name": "beautifulsoup4",
"direct": false,
"version": "4.14.3",
"ecosystem": "pypi"
},
{
"name": "bleach",
"direct": false,
"version": "6.3.0",
"ecosystem": "pypi"
},
{
"name": "blinker",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "blis",
"direct": false,
"version": "1.3.3",
"ecosystem": "pypi"
},
{
"name": "boto3",
"direct": false,
"version": "1.40.61",
"ecosystem": "pypi"
},
{
"name": "boto3",
"direct": false,
"version": "1.43.22",
"ecosystem": "pypi"
},
{
"name": "botocore",
"direct": false,
"version": "1.40.61",
"ecosystem": "pypi"
},
{
"name": "botocore",
"direct": false,
"version": "1.43.22",
"ecosystem": "pypi"
},
{
"name": "build",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": false,
"version": "6.2.6",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": false,
"version": "7.0.0",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": false,
"version": "7.0.1",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": false,
"version": "7.0.2",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": false,
"version": "7.1.1",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": false,
"version": "7.1.3",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": false,
"version": "7.1.4",
"ecosystem": "pypi"
},
{
"name": "caio",
"direct": false,
"version": "0.9.25",
"ecosystem": "pypi"
},
{
"name": "catalogue",
"direct": false,
"version": "2.0.10",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.1.4",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.2.25",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.4.22",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.5.20",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.5.0",
"ecosystem": "pypi"
},
{
"name": "chardet",
"direct": false,
"version": "5.2.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.4",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.7",
"ecosystem": "pypi"
},
{
"name": "chromadb",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "cint",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "circuitbreaker",
"direct": false,
"version": "2.1.3",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.1.8",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.3.1",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.3.3",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.4.0",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.4.1",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.4.2",
"ecosystem": "pypi"
},
{
"name": "cloudevents",
"direct": false,
"version": "1.12.0",
"ecosystem": "pypi"
},
{
"name": "cloudpathlib",
"direct": false,
"version": "0.23.0",
"ecosystem": "pypi"
},
{
"name": "cloudpathlib",
"direct": false,
"version": "0.24.0",
"ecosystem": "pypi"
},
{
"name": "cloudpickle",
"direct": false,
"version": "3.1.2",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "colorlog",
"direct": false,
"version": "6.10.1",
"ecosystem": "pypi"
},
{
"name": "comm",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "confection",
"direct": false,
"version": "0.1.5",
"ecosystem": "pypi"
},
{
"name": "confection",
"direct": false,
"version": "1.3.3",
"ecosystem": "pypi"
},
{
"name": "contourpy",
"direct": false,
"version": "1.3.3",
"ecosystem": "pypi"
},
{
"name": "courlan",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.13.2",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.13.3",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.13.4",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.13.5",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.14.0",
"ecosystem": "pypi"
},
{
"name": "crc32c",
"direct": false,
"version": "2.8",
"ecosystem": "pypi"
},
{
"name": "crewai",
"direct": false,
"version": "1.13.0",
"ecosystem": "pypi"
},
{
"name": "crewai",
"direct": false,
"version": "1.6.1",
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": "46.0.7",
"ecosystem": "pypi"
},
{
"name": "cycler",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "cyclopts",
"direct": false,
"version": "4.5.4",
"ecosystem": "pypi"
},
{
"name": "cymem",
"direct": false,
"version": "2.0.13",
"ecosystem": "pypi"
},
{
"name": "dask",
"direct": false,
"version": "2026.1.2",
"ecosystem": "pypi"
},
{
"name": "dataclass-wizard",
"direct": false,
"version": "0.39.1",
"ecosystem": "pypi"
},
{
"name": "dataclasses-json",
"direct": false,
"version": "0.6.7",
"ecosystem": "pypi"
},
{
"name": "datasets",
"direct": false,
"version": "4.5.0",
"ecosystem": "pypi"
},
{
"name": "datasets",
"direct": false,
"version": "4.6.1",
"ecosystem": "pypi"
},
{
"name": "datasets",
"direct": false,
"version": "4.8.4",
"ecosystem": "pypi"
},
{
"name": "datasets",
"direct": false,
"version": "4.8.5",
"ecosystem": "pypi"
},
{
"name": "dateparser",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "debugpy",
"direct": false,
"version": "1.8.20",
"ecosystem": "pypi"
},
{
"name": "decorator",
"direct": false,
"version": "5.2.1",
"ecosystem": "pypi"
},
{
"name": "defusedxml",
"direct": false,
"version": "0.7.1",
"ecosystem": "pypi"
},
{
"name": "deprecated",
"direct": false,
"version": "1.2.18",
"ecosystem": "pypi"
},
{
"name": "deprecation",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "dill",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "dill",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "dirtyjson",
"direct": false,
"version": "1.0.8",
"ecosystem": "pypi"
},
{
"name": "diskcache",
"direct": false,
"version": "5.6.3",
"ecosystem": "pypi"
},
{
"name": "diskcache-weave",
"direct": false,
"version": "5.6.3.post1",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "distributed",
"direct": false,
"version": "2026.1.2",
"ecosystem": "pypi"
},
{
"name": "distro",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "dnspython",
"direct": false,
"version": "2.8.0",
"ecosystem": "pypi"
},
{
"name": "docopt",
"direct": false,
"version": "0.6.2",
"ecosystem": "pypi"
},
{
"name": "docstring-parser",
"direct": false,
"version": "0.17.0",
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": "0.21.2",
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": "0.22.4",
"ecosystem": "pypi"
},
{
"name": "durationpy",
"direct": false,
"version": "0.10",
"ecosystem": "pypi"
},
{
"name": "elastic-transport",
"direct": false,
"version": "8.17.1",
"ecosystem": "pypi"
},
{
"name": "elasticsearch",
"direct": false,
"version": "8.19.3",
"ecosystem": "pypi"
},
{
"name": "email-validator",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "et-xmlfile",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "events",
"direct": false,
"version": "0.5",
"ecosystem": "pypi"
},
{
"name": "exa-py",
"direct": false,
"version": "1.16.1",
"ecosystem": "pypi"
},
{
"name": "exa-py",
"direct": false,
"version": "1.16.2",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "executing",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "expandvars",
"direct": false,
"version": "1.1.2",
"ecosystem": "pypi"
},
{
"name": "extratools",
"direct": false,
"version": "0.8.2.1",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": "0.129.0",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": "0.133.1",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": "0.135.1",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": "0.136.1",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": "0.136.3",
"ecosystem": "pypi"
},
{
"name": "fastembed",
"direct": false,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "fastjsonschema",
"direct": false,
"version": "2.21.2",
"ecosystem": "pypi"
},
{
"name": "fastmcp",
"direct": false,
"version": "3.2.4",
"ecosystem": "pypi"
},
{
"name": "fastuuid",
"direct": false,
"version": "0.14.0",
"ecosystem": "pypi"
},
{
"name": "feedparser",
"direct": false,
"version": "6.0.12",
"ecosystem": "pypi"
},
{
"name": "fickling",
"direct": false,
"version": "0.1.7",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.20.3",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.24.3",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.25.0",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.29.0",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.29.1",
"ecosystem": "pypi"
},
{
"name": "filetype",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "flask",
"direct": false,
"version": "3.1",
"ecosystem": "pypi"
},
{
"name": "flask",
"direct": false,
"version": "3.1.2",
"ecosystem": "pypi"
},
{
"name": "flask",
"direct": false,
"version": "3.1.3",
"ecosystem": "pypi"
},
{
"name": "flatbuffers",
"direct": false,
"version": "25.12.19",
"ecosystem": "pypi"
},
{
"name": "fonttools",
"direct": false,
"version": "4.61.1",
"ecosystem": "pypi"
},
{
"name": "fonttools",
"direct": false,
"version": "4.62.1",
"ecosystem": "pypi"
},
{
"name": "frozenlist",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "fsspec",
"direct": false,
"version": "2025.10.0",
"ecosystem": "pypi"
},
{
"name": "fsspec",
"direct": false,
"version": "2026.2.0",
"ecosystem": "pypi"
},
{
"name": "fsspec",
"direct": false,
"version": "2026.4.0",
"ecosystem": "pypi"
},
{
"name": "galileo",
"direct": false,
"version": "1.39.0",
"ecosystem": "pypi"
},
{
"name": "galileo",
"direct": false,
"version": "1.46.2",
"ecosystem": "pypi"
},
{
"name": "galileo-core",
"direct": false,
"version": "3.95.1",
"ecosystem": "pypi"
},
{
"name": "gitdb",
"direct": false,
"version": "4.0.12",
"ecosystem": "pypi"
},
{
"name": "gitpython",
"direct": false,
"version": "3.1.46",
"ecosystem": "pypi"
},
{
"name": "gitpython",
"direct": false,
"version": "3.1.50",
"ecosystem": "pypi"
},
{
"name": "google-adk",
"direct": false,
"version": "1.35.0",
"ecosystem": "pypi"
},
{
"name": "google-api-core",
"direct": false,
"version": "2.30.0",
"ecosystem": "pypi"
},
{
"name": "google-api-python-client",
"direct": false,
"version": "2.190.0",
"ecosystem": "pypi"
},
{
"name": "google-auth",
"direct": false,
"version": "2.48.0",
"ecosystem": "pypi"
},
{
"name": "google-auth",
"direct": false,
"version": "2.53.0",
"ecosystem": "pypi"
},
{
"name": "google-auth-httplib2",
"direct": false,
"version": "0.3.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-aiplatform",
"direct": false,
"version": "1.157.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-appengine-logging",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-audit-log",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-bigquery",
"direct": false,
"version": "3.40.1",
"ecosystem": "pypi"
},
{
"name": "google-cloud-bigquery-storage",
"direct": false,
"version": "2.36.2",
"ecosystem": "pypi"
},
{
"name": "google-cloud-bigtable",
"direct": false,
"version": "2.35.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-core",
"direct": false,
"version": "2.5.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-dataplex",
"direct": false,
"version": "2.20.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-discoveryengine",
"direct": false,
"version": "0.13.12",
"ecosystem": "pypi"
},
{
"name": "google-cloud-iam",
"direct": false,
"version": "2.21.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-logging",
"direct": false,
"version": "3.13.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-monitoring",
"direct": false,
"version": "2.29.1",
"ecosystem": "pypi"
},
{
"name": "google-cloud-pubsub",
"direct": false,
"version": "2.35.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-resource-manager",
"direct": false,
"version": "1.16.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-secret-manager",
"direct": false,
"version": "2.26.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-spanner",
"direct": false,
"version": "3.63.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-speech",
"direct": false,
"version": "2.36.1",
"ecosystem": "pypi"
},
{
"name": "google-cloud-storage",
"direct": false,
"version": "3.11.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-storage",
"direct": false,
"version": "3.9.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-trace",
"direct": false,
"version": "1.18.0",
"ecosystem": "pypi"
},
{
"name": "google-crc32c",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "google-genai",
"direct": false,
"version": "1.75.0",
"ecosystem": "pypi"
},
{
"name": "google-resumable-media",
"direct": false,
"version": "2.8.0",
"ecosystem": "pypi"
},
{
"name": "google-search-results",
"direct": false,
"version": "2.4.2",
"ecosystem": "pypi"
},
{
"name": "googleapis-common-protos",
"direct": false,
"version": "1.72.0",
"ecosystem": "pypi"
},
{
"name": "googleapis-common-protos",
"direct": false,
"version": "1.73.1",
"ecosystem": "pypi"
},
{
"name": "googleapis-common-protos",
"direct": false,
"version": "1.75.0",
"ecosystem": "pypi"
},
{
"name": "gql",
"direct": false,
"version": "4.0.0",
"ecosystem": "pypi"
},
{
"name": "graphql-core",
"direct": false,
"version": "3.2.7",
"ecosystem": "pypi"
},
{
"name": "graphviz",
"direct": false,
"version": "0.21",
"ecosystem": "pypi"
},
{
"name": "greenlet",
"direct": false,
"version": "3.3.1",
"ecosystem": "pypi"
},
{
"name": "greenlet",
"direct": false,
"version": "3.3.2",
"ecosystem": "pypi"
},
{
"name": "greenlet",
"direct": false,
"version": "3.5.0",
"ecosystem": "pypi"
},
{
"name": "greenlet",
"direct": false,
"version": "3.5.1",
"ecosystem": "pypi"
},
{
"name": "griffe",
"direct": false,
"version": "1.15.0",
"ecosystem": "pypi"
},
{
"name": "griffe",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "griffecli",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "griffelib",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "griffelib",
"direct": false,
"version": "2.0.2",
"ecosystem": "pypi"
},
{
"name": "grpc-google-iam-v1",
"direct": false,
"version": "0.14.3",
"ecosystem": "pypi"
},
{
"name": "grpc-interceptor",
"direct": false,
"version": "0.15.4",
"ecosystem": "pypi"
},
{
"name": "grpcio",
"direct": false,
"version": "1.76.0",
"ecosystem": "pypi"
},
{
"name": "grpcio",
"direct": false,
"version": "1.78.0",
"ecosystem": "pypi"
},
{
"name": "grpcio",
"direct": false,
"version": "1.78.1",
"ecosystem": "pypi"
},
{
"name": "grpcio",
"direct": false,
"version": "1.80.0",
"ecosystem": "pypi"
},
{
"name": "grpcio",
"direct": false,
"version": "1.81.0",
"ecosystem": "pypi"
},
{
"name": "grpcio-status",
"direct": false,
"version": "1.71.2",
"ecosystem": "pypi"
},
{
"name": "grpcio-status",
"direct": false,
"version": "1.78.0",
"ecosystem": "pypi"
},
{
"name": "gunicorn",
"direct": false,
"version": "23.0.0",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "h2",
"direct": false,
"version": "4.3.0",
"ecosystem": "pypi"
},
{
"name": "haystack-ai",
"direct": false,
"version": "2.24.1",
"ecosystem": "pypi"
},
{
"name": "haystack-experimental",
"direct": false,
"version": "0.19.0",
"ecosystem": "pypi"
},
{
"name": "hf-xet",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "hf-xet",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "hf-xet",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "hf-xet",
"direct": false,
"version": "1.5.0",
"ecosystem": "pypi"
},
{
"name": "hf-xet",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "hpack",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "htmldate",
"direct": false,
"version": "1.9.4",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "httplib2",
"direct": false,
"version": "0.31.2",
"ecosystem": "pypi"
},
{
"name": "httptools",
"direct": false,
"version": "0.7.1",
"ecosystem": "pypi"
},
{
"name": "httptools",
"direct": false,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": false,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "httpx-sse",
"direct": false,
"version": "0.4.3",
"ecosystem": "pypi"
},
{
"name": "huggingface-hub",
"direct": false,
"version": "0.36.0",
"ecosystem": "pypi"
},
{
"name": "huggingface-hub",
"direct": false,
"version": "0.36.2",
"ecosystem": "pypi"
},
{
"name": "huggingface-hub",
"direct": false,
"version": "1.16.1",
"ecosystem": "pypi"
},
{
"name": "huggingface-hub",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "huggingface-hub",
"direct": false,
"version": "1.21.0",
"ecosystem": "pypi"
},
{
"name": "hyperframe",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "id",
"direct": false,
"version": "1.6.1",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.16",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.11",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.13",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.15",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.18",
"ecosystem": "pypi"
},
{
"name": "ifaddr",
"direct": false,
"version": "0.2.0",
"ecosystem": "pypi"
},
{
"name": "imagesize",
"direct": false,
"version": "1.4.1",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "8.7.1",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "8.9.0",
"ecosystem": "pypi"
},
{
"name": "importlib-resources",
"direct": false,
"version": "6.5.2",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "instructor",
"direct": false,
"version": "1.14.5",
"ecosystem": "pypi"
},
{
"name": "instructor",
"direct": false,
"version": "1.15.1",
"ecosystem": "pypi"
},
{
"name": "intervaltree",
"direct": false,
"version": "3.2.1",
"ecosystem": "pypi"
},
{
"name": "ipykernel",
"direct": false,
"version": "7.1.0",
"ecosystem": "pypi"
},
{
"name": "ipykernel",
"direct": false,
"version": "7.2.0",
"ecosystem": "pypi"
},
{
"name": "ipython",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ipython",
"direct": false,
"version": "8.38.0",
"ecosystem": "pypi"
},
{
"name": "isodate",
"direct": false,
"version": "0.7.2",
"ecosystem": "pypi"
},
{
"name": "itsdangerous",
"direct": false,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "jaraco-classes",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "jaraco-context",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "jaraco-functools",
"direct": false,
"version": "4.4.0",
"ecosystem": "pypi"
},
{
"name": "jedi",
"direct": false,
"version": "0.19.2",
"ecosystem": "pypi"
},
{
"name": "jeepney",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "jiter",
"direct": false,
"version": "0.10.0",
"ecosystem": "pypi"
},
{
"name": "jiter",
"direct": false,
"version": "0.11.1",
"ecosystem": "pypi"
},
{
"name": "jiter",
"direct": false,
"version": "0.13.0",
"ecosystem": "pypi"
},
{
"name": "jiter",
"direct": false,
"version": "0.15.0",
"ecosystem": "pypi"
},
{
"name": "jmespath",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "joblib",
"direct": false,
"version": "1.5.3",
"ecosystem": "pypi"
},
{
"name": "joserfc",
"direct": false,
"version": "1.6.4",
"ecosystem": "pypi"
},
{
"name": "joserfc",
"direct": false,
"version": "1.6.5",
"ecosystem": "pypi"
},
{
"name": "joserfc",
"direct": false,
"version": "1.7.0",
"ecosystem": "pypi"
},
{
"name": "json-repair",
"direct": false,
"version": "0.25.2",
"ecosystem": "pypi"
},
{
"name": "json5",
"direct": false,
"version": "0.10.0",
"ecosystem": "pypi"
},
{
"name": "json5",
"direct": false,
"version": "0.13.0",
"ecosystem": "pypi"
},
{
"name": "jsonpatch",
"direct": false,
"version": "1.33",
"ecosystem": "pypi"
},
{
"name": "jsonpath-ng",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "jsonpointer",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "jsonpointer",
"direct": false,
"version": "3.1.1",
"ecosystem": "pypi"
},
{
"name": "jsonref",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema",
"direct": false,
"version": "4.26.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema-path",
"direct": false,
"version": "0.3.4",
"ecosystem": "pypi"
},
{
"name": "jsonschema-path",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "jsonschema-specifications",
"direct": false,
"version": "2025.9.1",
"ecosystem": "pypi"
},
{
"name": "jupyter-client",
"direct": false,
"version": "8.8.0",
"ecosystem": "pypi"
},
{
"name": "jupyter-core",
"direct": false,
"version": "5.9.1",
"ecosystem": "pypi"
},
{
"name": "jupyterlab-pygments",
"direct": false,
"version": "0.3.0",
"ecosystem": "pypi"
},
{
"name": "justext",
"direct": false,
"version": "3.0.2",
"ecosystem": "pypi"
},
{
"name": "kaitaistruct",
"direct": false,
"version": "0.11",
"ecosystem": "pypi"
},
{
"name": "keyring",
"direct": false,
"version": "25.7.0",
"ecosystem": "pypi"
},
{
"name": "kiwisolver",
"direct": false,
"version": "1.4.9",
"ecosystem": "pypi"
},
{
"name": "kiwisolver",
"direct": false,
"version": "1.5.0",
"ecosystem": "pypi"
},
{
"name": "kubernetes",
"direct": false,
"version": "35.0.0",
"ecosystem": "pypi"
},
{
"name": "lance-namespace",
"direct": false,
"version": "0.7.6",
"ecosystem": "pypi"
},
{
"name": "lance-namespace-urllib3-client",
"direct": false,
"version": "0.7.6",
"ecosystem": "pypi"
},
{
"name": "lancedb",
"direct": false,
"version": "0.30.0",
"ecosystem": "pypi"
},
{
"name": "langchain",
"direct": false,
"version": "1.2.10",
"ecosystem": "pypi"
},
{
"name": "langchain",
"direct": false,
"version": "1.3.4",
"ecosystem": "pypi"
},
{
"name": "langchain-aws",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "langchain-aws",
"direct": false,
"version": "1.5.0",
"ecosystem": "pypi"
},
{
"name": "langchain-classic",
"direct": false,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "langchain-classic",
"direct": false,
"version": "1.0.5",
"ecosystem": "pypi"
},
{
"name": "langchain-classic",
"direct": false,
"version": "1.0.7",
"ecosystem": "pypi"
},
{
"name": "langchain-community",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "langchain-core",
"direct": false,
"version": "1.2.11",
"ecosystem": "pypi"
},
{
"name": "langchain-core",
"direct": false,
"version": "1.2.13",
"ecosystem": "pypi"
},
{
"name": "langchain-core",
"direct": false,
"version": "1.2.14",
"ecosystem": "pypi"
},
{
"name": "langchain-core",
"direct": false,
"version": "1.2.16",
"ecosystem": "pypi"
},
{
"name": "langchain-core",
"direct": false,
"version": "1.2.17",
"ecosystem": "pypi"
},
{
"name": "langchain-core",
"direct": false,
"version": "1.2.9",
"ecosystem": "pypi"
},
{
"name": "langchain-core",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "langchain-core",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "langchain-exa",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "langchain-huggingface",
"direct": false,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "langchain-litellm",
"direct": false,
"version": "0.6.5",
"ecosystem": "pypi"
},
{
"name": "langchain-litellm",
"direct": false,
"version": "0.6.6",
"ecosystem": "pypi"
},
{
"name": "langchain-milvus",
"direct": false,
"version": "0.3.3",
"ecosystem": "pypi"
},
{
"name": "langchain-nvidia-ai-endpoints",
"direct": false,
"version": "1.0.4",
"ecosystem": "pypi"
},
{
"name": "langchain-nvidia-ai-endpoints",
"direct": false,
"version": "1.4.1",
"ecosystem": "pypi"
},
{
"name": "langchain-oci",
"direct": false,
"version": "0.2.5",
"ecosystem": "pypi"
},
{
"name": "langchain-oci",
"direct": false,
"version": "0.2.7",
"ecosystem": "pypi"
},
{
"name": "langchain-openai",
"direct": false,
"version": "1.1.10",
"ecosystem": "pypi"
},
{
"name": "langchain-openai",
"direct": false,
"version": "1.1.7",
"ecosystem": "pypi"
},
{
"name": "langchain-openai",
"direct": false,
"version": "1.1.9",
"ecosystem": "pypi"
},
{
"name": "langchain-openai",
"direct": false,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "langchain-protocol",
"direct": false,
"version": "0.0.15",
"ecosystem": "pypi"
},
{
"name": "langchain-protocol",
"direct": false,
"version": "0.0.16",
"ecosystem": "pypi"
},
{
"name": "langchain-tavily",
"direct": false,
"version": "0.2.18",
"ecosystem": "pypi"
},
{
"name": "langchain-text-splitters",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "langchain-text-splitters",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "langchain-text-splitters",
"direct": false,
"version": "1.1.2",
"ecosystem": "pypi"
},
{
"name": "langgraph",
"direct": false,
"version": "1.0.10",
"ecosystem": "pypi"
},
{
"name": "langgraph",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "langgraph",
"direct": false,
"version": "1.2.4",
"ecosystem": "pypi"
},
{
"name": "langgraph-checkpoint",
"direct": false,
"version": "4.0.0",
"ecosystem": "pypi"
},
{
"name": "langgraph-checkpoint",
"direct": false,
"version": "4.0.1",
"ecosystem": "pypi"
},
{
"name": "langgraph-checkpoint",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "langgraph-checkpoint",
"direct": false,
"version": "4.1.1",
"ecosystem": "pypi"
},
{
"name": "langgraph-prebuilt",
"direct": false,
"version": "1.0.8",
"ecosystem": "pypi"
},
{
"name": "langgraph-prebuilt",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "langgraph-sdk",
"direct": false,
"version": "0.3.8",
"ecosystem": "pypi"
},
{
"name": "langgraph-sdk",
"direct": false,
"version": "0.3.9",
"ecosystem": "pypi"
},
{
"name": "langgraph-sdk",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "langsmith",
"direct": false,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "langsmith",
"direct": false,
"version": "0.8.11",
"ecosystem": "pypi"
},
{
"name": "lark",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "lazy-imports",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "lazy-object-proxy",
"direct": false,
"version": "1.12.0",
"ecosystem": "pypi"
},
{
"name": "linkify-it-py",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": false,
"version": "1.74.1",
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": false,
"version": "1.81.13",
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": false,
"version": "1.84.0",
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": false,
"version": "1.87.0",
"ecosystem": "pypi"
},
{
"name": "llama-index",
"direct": false,
"version": "0.14.23",
"ecosystem": "pypi"
},
{
"name": "llama-index-core",
"direct": false,
"version": "0.14.23",
"ecosystem": "pypi"
},
{
"name": "llama-index-embeddings-azure-openai",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "llama-index-embeddings-nvidia",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "llama-index-embeddings-openai",
"direct": false,
"version": "0.6.0",
"ecosystem": "pypi"
},
{
"name": "llama-index-instrumentation",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "llama-index-instrumentation",
"direct": false,
"version": "0.5.0",
"ecosystem": "pypi"
},
{
"name": "llama-index-llms-anthropic",
"direct": false,
"version": "0.8.6",
"ecosystem": "pypi"
},
{
"name": "llama-index-llms-azure-openai",
"direct": false,
"version": "0.5.5",
"ecosystem": "pypi"
},
{
"name": "llama-index-llms-bedrock",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "llama-index-llms-litellm",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "llama-index-llms-nvidia",
"direct": false,
"version": "0.5.1",
"ecosystem": "pypi"
},
{
"name": "llama-index-llms-openai",
"direct": false,
"version": "0.7.9",
"ecosystem": "pypi"
},
{
"name": "llama-index-llms-openai-like",
"direct": false,
"version": "0.7.2",
"ecosystem": "pypi"
},
{
"name": "llama-index-readers-file",
"direct": false,
"version": "0.5.6",
"ecosystem": "pypi"
},
{
"name": "llama-index-workflows",
"direct": false,
"version": "2.14.2",
"ecosystem": "pypi"
},
{
"name": "llama-index-workflows",
"direct": false,
"version": "2.22.1",
"ecosystem": "pypi"
},
{
"name": "locket",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "lockfile",
"direct": false,
"version": "0.12.2",
"ecosystem": "pypi"
},
{
"name": "loguru",
"direct": false,
"version": "0.7.3",
"ecosystem": "pypi"
},
{
"name": "lxml",
"direct": false,
"version": "5.4.0",
"ecosystem": "pypi"
},
{
"name": "lxml",
"direct": false,
"version": "6.0.2",
"ecosystem": "pypi"
},
{
"name": "lxml-html-clean",
"direct": false,
"version": "0.4.4",
"ecosystem": "pypi"
},
{
"name": "mako",
"direct": false,
"version": "1.3.10",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "4.0.0",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "4.2.0",
"ecosystem": "pypi"
},
{
"name": "markdownify",
"direct": false,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.3",
"ecosystem": "pypi"
},
{
"name": "marshmallow",
"direct": false,
"version": "3.26.2",
"ecosystem": "pypi"
},
{
"name": "matplotlib",
"direct": false,
"version": "3.10.8",
"ecosystem": "pypi"
},
{
"name": "matplotlib-inline",
"direct": false,
"version": "0.2.1",
"ecosystem": "pypi"
},
{
"name": "mcp",
"direct": false,
"version": "1.26.0",
"ecosystem": "pypi"
},
{
"name": "mcp",
"direct": false,
"version": "1.27.1",
"ecosystem": "pypi"
},
{
"name": "mcp-server-time",
"direct": false,
"version": "2025.9.25",
"ecosystem": "pypi"
},
{
"name": "mdit-py-plugins",
"direct": false,
"version": "0.5.0",
"ecosystem": "pypi"
},
{
"name": "mdit-py-plugins",
"direct": false,
"version": "0.6.1",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "mem0ai",
"direct": false,
"version": "0.1.115",
"ecosystem": "pypi"
},
{
"name": "mem0ai",
"direct": false,
"version": "0.1.116",
"ecosystem": "pypi"
},
{
"name": "mem0ai",
"direct": false,
"version": "0.1.118",
"ecosystem": "pypi"
},
{
"name": "memmachine-client",
"direct": false,
"version": "0.3.0",
"ecosystem": "pypi"
},
{
"name": "memmachine-common",
"direct": false,
"version": "0.3.0",
"ecosystem": "pypi"
},
{
"name": "memmachine-common",
"direct": false,
"version": "0.3.3",
"ecosystem": "pypi"
},
{
"name": "microsoft-agents-a365-notifications",
"direct": false,
"version": "0.1.0",
"ecosystem": "pypi"
},
{
"name": "microsoft-agents-a365-observability-core",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "microsoft-agents-a365-runtime",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "microsoft-agents-a365-tooling",
"direct": false,
"version": "0.1.0",
"ecosystem": "pypi"
},
{
"name": "microsoft-agents-activity",
"direct": false,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "microsoft-agents-authentication-msal",
"direct": false,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "microsoft-agents-hosting-aiohttp",
"direct": false,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "microsoft-agents-hosting-core",
"direct": false,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "milvus-lite",
"direct": false,
"version": "2.5.1",
"ecosystem": "pypi"
},
{
"name": "minio",
"direct": false,
"version": "7.2.20",
"ecosystem": "pypi"
},
{
"name": "mistune",
"direct": false,
"version": "3.2.0",
"ecosystem": "pypi"
},
{
"name": "ml-dtypes",
"direct": false,
"version": "0.5.4",
"ecosystem": "pypi"
},
{
"name": "mmh3",
"direct": false,
"version": "5.2.0",
"ecosystem": "pypi"
},
{
"name": "mmh3",
"direct": false,
"version": "5.2.1",
"ecosystem": "pypi"
},
{
"name": "more-itertools",
"direct": false,
"version": "10.8.0",
"ecosystem": "pypi"
},
{
"name": "mpmath",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "msal",
"direct": false,
"version": "1.34.0",
"ecosystem": "pypi"
},
{
"name": "msal",
"direct": false,
"version": "1.36.0",
"ecosystem": "pypi"
},
{
"name": "msal-extensions",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "msgpack",
"direct": false,
"version": "1.1.2",
"ecosystem": "pypi"
},
{
"name": "multidict",
"direct": false,
"version": "6.7.1",
"ecosystem": "pypi"
},
{
"name": "multiprocess",
"direct": false,
"version": "0.70.18",
"ecosystem": "pypi"
},
{
"name": "multiprocess",
"direct": false,
"version": "0.70.19",
"ecosystem": "pypi"
},
{
"name": "murmurhash",
"direct": false,
"version": "1.0.15",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "myst-parser",
"direct": false,
"version": "4.0.1",
"ecosystem": "pypi"
},
{
"name": "narwhals",
"direct": false,
"version": "2.16.0",
"ecosystem": "pypi"
},
{
"name": "narwhals",
"direct": false,
"version": "2.17.0",
"ecosystem": "pypi"
},
{
"name": "narwhals",
"direct": false,
"version": "2.22.0",
"ecosystem": "pypi"
},
{
"name": "nat-a365-example",
"direct": false,
"version": "0.1.0",
"ecosystem": "pypi"
},
{
"name": "nbclient",
"direct": false,
"version": "0.10.4",
"ecosystem": "pypi"
},
{
"name": "nbconvert",
"direct": false,
"version": "7.17.0",
"ecosystem": "pypi"
},
{
"name": "nbformat",
"direct": false,
"version": "5.10.4",
"ecosystem": "pypi"
},
{
"name": "nbsphinx",
"direct": false,
"version": "0.9.8",
"ecosystem": "pypi"
},
{
"name": "nemo-agent-toolkit-redis",
"direct": false,
"version": "0.2.0",
"ecosystem": "pypi"
},
{
"name": "nemo-agent-toolkit-tavily",
"direct": false,
"version": "0.1.0",
"ecosystem": "pypi"
},
{
"name": "nemo-microservices",
"direct": false,
"version": "1.5.0",
"ecosystem": "pypi"
},
{
"name": "nemoguardrails",
"direct": false,
"version": "0.21.0",
"ecosystem": "pypi"
},
{
"name": "nest-asyncio",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "nest-asyncio2",
"direct": false,
"version": "1.7.1",
"ecosystem": "pypi"
},
{
"name": "nest-asyncio2",
"direct": false,
"version": "1.7.2",
"ecosystem": "pypi"
},
{
"name": "networkx",
"direct": false,
"version": "3.6.1",
"ecosystem": "pypi"
},
{
"name": "nh3",
"direct": false,
"version": "0.3.3",
"ecosystem": "pypi"
},
{
"name": "nltk",
"direct": false,
"version": "3.9.4",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.10.0",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "2.4.2",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "2.4.4",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "2.4.6",
"ecosystem": "pypi"
},
{
"name": "nvidia-haystack",
"direct": false,
"version": "0.3.0",
"ecosystem": "pypi"
},
{
"name": "nvidia-nat-atif",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "nvidia-nat-atif",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "nvidia-nat-core",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "nvidia-nat-core",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "nvidia-nat-eval",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "nvidia-nat-mcp",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "nvidia-nat-opentelemetry",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "nvidia-nat-test",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "nvidia-rag",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "nvidia-rag",
"direct": false,
"version": "2.5.0",
"ecosystem": "pypi"
},
{
"name": "nvidia-sphinx-theme",
"direct": false,
"version": "0.0.9.post1",
"ecosystem": "pypi"
},
{
"name": "oauthlib",
"direct": false,
"version": "3.3.1",
"ecosystem": "pypi"
},
{
"name": "oci",
"direct": false,
"version": "2.171.0",
"ecosystem": "pypi"
},
{
"name": "oci",
"direct": false,
"version": "2.177.0",
"ecosystem": "pypi"
},
{
"name": "oci-openai",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "onnxruntime",
"direct": false,
"version": "1.24.2",
"ecosystem": "pypi"
},
{
"name": "onnxruntime",
"direct": false,
"version": "1.26.0",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "1.109.1",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "2.21.0",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "2.24.0",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "2.30.0",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "2.31.0",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "2.36.0",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "2.40.0",
"ecosystem": "pypi"
},
{
"name": "openapi-core",
"direct": false,
"version": "0.19.4",
"ecosystem": "pypi"
},
{
"name": "openapi-pydantic",
"direct": false,
"version": "0.5.1",
"ecosystem": "pypi"
},
{
"name": "openapi-schema-validator",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "openapi-spec-validator",
"direct": false,
"version": "0.7.2",
"ecosystem": "pypi"
},
{
"name": "openevals",
"direct": false,
"version": "0.1.3",
"ecosystem": "pypi"
},
{
"name": "openevals",
"direct": false,
"version": "0.2.0",
"ecosystem": "pypi"
},
{
"name": "openinference-instrumentation",
"direct": false,
"version": "0.1.44",
"ecosystem": "pypi"
},
{
"name": "openinference-instrumentation",
"direct": false,
"version": "0.1.46",
"ecosystem": "pypi"
},
{
"name": "openinference-instrumentation",
"direct": false,
"version": "0.1.51",
"ecosystem": "pypi"
},
{
"name": "openinference-instrumentation-langchain",
"direct": false,
"version": "0.1.29",
"ecosystem": "pypi"
},
{
"name": "openinference-semantic-conventions",
"direct": false,
"version": "0.1.26",
"ecosystem": "pypi"
},
{
"name": "openinference-semantic-conventions",
"direct": false,
"version": "0.1.29",
"ecosystem": "pypi"
},
{
"name": "openinference-semantic-conventions",
"direct": false,
"version": "0.1.30",
"ecosystem": "pypi"
},
{
"name": "openpipe-art",
"direct": false,
"version": "0.5.17",
"ecosystem": "pypi"
},
{
"name": "openpyxl",
"direct": false,
"version": "3.1.5",
"ecosystem": "pypi"
},
{
"name": "opensearch-haystack",
"direct": false,
"version": "4.6.0",
"ecosystem": "pypi"
},
{
"name": "opensearch-py",
"direct": false,
"version": "2.8.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-api",
"direct": false,
"version": "1.34.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-api",
"direct": false,
"version": "1.38.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-api",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-api",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-api",
"direct": false,
"version": "1.42.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-api",
"direct": false,
"version": "1.42.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-gcp-logging",
"direct": false,
"version": "1.11.0a0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-gcp-logging",
"direct": false,
"version": "1.12.0a0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-gcp-monitoring",
"direct": false,
"version": "1.11.0a0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-gcp-trace",
"direct": false,
"version": "1.11.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp",
"direct": false,
"version": "1.42.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp",
"direct": false,
"version": "1.42.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-common",
"direct": false,
"version": "1.34.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-common",
"direct": false,
"version": "1.38.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-common",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-common",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-common",
"direct": false,
"version": "1.42.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-common",
"direct": false,
"version": "1.42.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-grpc",
"direct": false,
"version": "1.34.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-grpc",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-grpc",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-grpc",
"direct": false,
"version": "1.42.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-grpc",
"direct": false,
"version": "1.42.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-http",
"direct": false,
"version": "1.34.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-http",
"direct": false,
"version": "1.38.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-http",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-http",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-http",
"direct": false,
"version": "1.42.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-http",
"direct": false,
"version": "1.42.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-instrumentation",
"direct": false,
"version": "0.60b1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-instrumentation-threading",
"direct": false,
"version": "0.60b1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-proto",
"direct": false,
"version": "1.34.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-proto",
"direct": false,
"version": "1.38.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-proto",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-proto",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-proto",
"direct": false,
"version": "1.42.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-proto",
"direct": false,
"version": "1.42.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-resourcedetector-gcp",
"direct": false,
"version": "1.11.0a0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-sdk",
"direct": false,
"version": "1.34.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-sdk",
"direct": false,
"version": "1.38.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-sdk",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-sdk",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-sdk",
"direct": false,
"version": "1.42.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-sdk",
"direct": false,
"version": "1.42.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-semantic-conventions",
"direct": false,
"version": "0.55b1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-semantic-conventions",
"direct": false,
"version": "0.59b0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-semantic-conventions",
"direct": false,
"version": "0.60b1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-semantic-conventions",
"direct": false,
"version": "0.61b0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-semantic-conventions",
"direct": false,
"version": "0.63b0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-semantic-conventions",
"direct": false,
"version": "0.63b1",
"ecosystem": "pypi"
},
{
"name": "optuna",
"direct": false,
"version": "4.4.0",
"ecosystem": "pypi"
},
{
"name": "orjson",
"direct": false,
"version": "3.11.6",
"ecosystem": "pypi"
},
{
"name": "orjson",
"direct": false,
"version": "3.11.7",
"ecosystem": "pypi"
},
{
"name": "orjson",
"direct": false,
"version": "3.11.8",
"ecosystem": "pypi"
},
{
"name": "orjson",
"direct": false,
"version": "3.11.9",
"ecosystem": "pypi"
},
{
"name": "ormsgpack",
"direct": false,
"version": "1.12.2",
"ecosystem": "pypi"
},
{
"name": "overrides",
"direct": false,
"version": "7.7.0",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "26.0",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "26.2",
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": "2.3.3",
"ecosystem": "pypi"
},
{
"name": "pandocfilters",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "parse",
"direct": false,
"version": "1.21.1",
"ecosystem": "pypi"
},
{
"name": "parso",
"direct": false,
"version": "0.8.5",
"ecosystem": "pypi"
},
{
"name": "parso",
"direct": false,
"version": "0.8.6",
"ecosystem": "pypi"
},
{
"name": "partd",
"direct": false,
"version": "1.4.2",
"ecosystem": "pypi"
},
{
"name": "pathable",
"direct": false,
"version": "0.4.4",
"ecosystem": "pypi"
},
{
"name": "pathable",
"direct": false,
"version": "0.5.0",
"ecosystem": "pypi"
},
{
"name": "pdfminer-six",
"direct": false,
"version": "20251230",
"ecosystem": "pypi"
},
{
"name": "pdfminer-six",
"direct": false,
"version": "20260107",
"ecosystem": "pypi"
},
{
"name": "pdfplumber",
"direct": false,
"version": "0.11.10",
"ecosystem": "pypi"
},
{
"name": "pdfplumber",
"direct": false,
"version": "0.11.9",
"ecosystem": "pypi"
},
{
"name": "pexpect",
"direct": false,
"version": "4.9.0",
"ecosystem": "pypi"
},
{
"name": "phonenumbers",
"direct": false,
"version": "9.0.24",
"ecosystem": "pypi"
},
{
"name": "phonenumbers",
"direct": false,
"version": "9.0.31",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": false,
"version": "12.1.0",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": false,
"version": "12.1.1",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": false,
"version": "12.2.0",
"ecosystem": "pypi"
},
{
"name": "pip",
"direct": false,
"version": "26.0",
"ecosystem": "pypi"
},
{
"name": "pip",
"direct": false,
"version": "26.0.1",
"ecosystem": "pypi"
},
{
"name": "pip",
"direct": false,
"version": "26.1",
"ecosystem": "pypi"
},
{
"name": "pip",
"direct": false,
"version": "26.1.1",
"ecosystem": "pypi"
},
{
"name": "pip",
"direct": false,
"version": "26.1.2",
"ecosystem": "pypi"
},
{
"name": "pkce",
"direct": false,
"version": "1.0.3",
"ecosystem": "pypi"
},
{
"name": "pkginfo",
"direct": false,
"version": "1.12.1.2",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.10.0",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.5.1",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.9.2",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.9.6",
"ecosystem": "pypi"
},
{
"name": "plotly",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "plotly",
"direct": false,
"version": "6.5.2",
"ecosystem": "pypi"
},
{
"name": "plotly",
"direct": false,
"version": "6.8.0",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "polars",
"direct": false,
"version": "1.39.3",
"ecosystem": "pypi"
},
{
"name": "polars-runtime-32",
"direct": false,
"version": "1.39.3",
"ecosystem": "pypi"
},
{
"name": "polyfile-weave",
"direct": false,
"version": "0.5.9",
"ecosystem": "pypi"
},
{
"name": "portalocker",
"direct": false,
"version": "2.7.0",
"ecosystem": "pypi"
},
{
"name": "portalocker",
"direct": false,
"version": "3.2.0",
"ecosystem": "pypi"
},
{
"name": "posthog",
"direct": false,
"version": "5.4.0",
"ecosystem": "pypi"
},
{
"name": "posthog",
"direct": false,
"version": "7.9.3",
"ecosystem": "pypi"
},
{
"name": "prance",
"direct": false,
"version": "25.4.8.0",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "4.5.1",
"ecosystem": "pypi"
},
{
"name": "prefixspan",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "preshed",
"direct": false,
"version": "3.0.12",
"ecosystem": "pypi"
},
{
"name": "preshed",
"direct": false,
"version": "3.0.13",
"ecosystem": "pypi"
},
{
"name": "presidio-analyzer",
"direct": false,
"version": "2.2.361",
"ecosystem": "pypi"
},
{
"name": "presidio-analyzer",
"direct": false,
"version": "2.2.362",
"ecosystem": "pypi"
},
{
"name": "presidio-anonymizer",
"direct": false,
"version": "2.2.361",
"ecosystem": "pypi"
},
{
"name": "presidio-anonymizer",
"direct": false,
"version": "2.2.362",
"ecosystem": "pypi"
},
{
"name": "prompt-toolkit",
"direct": false,
"version": "3.0.52",
"ecosystem": "pypi"
},
{
"name": "propcache",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "propcache",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "proto-plus",
"direct": false,
"version": "1.27.1",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "5.29.6",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "6.33.5",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "6.33.6",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "7.34.0",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "7.34.1",
"ecosystem": "pypi"
},
{
"name": "psutil",
"direct": false,
"version": "6.0.0",
"ecosystem": "pypi"
},
{
"name": "psutil",
"direct": false,
"version": "7.2.2",
"ecosystem": "pypi"
},
{
"name": "ptyprocess",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "pure-eval",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "py-key-value-aio",
"direct": false,
"version": "0.4.4",
"ecosystem": "pypi"
},
{
"name": "py-rust-stemmers",
"direct": false,
"version": "0.1.8",
"ecosystem": "pypi"
},
{
"name": "pyarrow",
"direct": false,
"version": "23.0.0",
"ecosystem": "pypi"
},
{
"name": "pyarrow",
"direct": false,
"version": "23.0.1",
"ecosystem": "pypi"
},
{
"name": "pyarrow",
"direct": false,
"version": "24.0.0",
"ecosystem": "pypi"
},
{
"name": "pyasn1",
"direct": false,
"version": "0.6.2",
"ecosystem": "pypi"
},
{
"name": "pyasn1-modules",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "pybars4",
"direct": false,
"version": "0.9.13",
"ecosystem": "pypi"
},
{
"name": "pybase64",
"direct": false,
"version": "1.4.3",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "3.0",
"ecosystem": "pypi"
},
{
"name": "pycryptodome",
"direct": false,
"version": "3.23.0",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": "2.11.10",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": "2.12.5",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": "2.13.4",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.33.2",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.41.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.46.4",
"ecosystem": "pypi"
},
{
"name": "pydantic-partial",
"direct": false,
"version": "0.10.2",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.10.1",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.12.0",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.13.0",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.13.1",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.14.0",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.14.1",
"ecosystem": "pypi"
},
{
"name": "pydata-sphinx-theme",
"direct": false,
"version": "0.16.1",
"ecosystem": "pypi"
},
{
"name": "pyee",
"direct": false,
"version": "13.0.1",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.19.2",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.20.0",
"ecosystem": "pypi"
},
{
"name": "pyjwt",
"direct": false,
"version": "2.13.0",
"ecosystem": "pypi"
},
{
"name": "pylibsrtp",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "pymeta3",
"direct": false,
"version": "0.5.1",
"ecosystem": "pypi"
},
{
"name": "pymilvus",
"direct": false,
"version": "2.6.9",
"ecosystem": "pypi"
},
{
"name": "pymilvus-model",
"direct": false,
"version": "0.3.2",
"ecosystem": "pypi"
},
{
"name": "pymysql",
"direct": false,
"version": "1.1.2",
"ecosystem": "pypi"
},
{
"name": "pyopenssl",
"direct": false,
"version": "25.3.0",
"ecosystem": "pypi"
},
{
"name": "pyopenssl",
"direct": false,
"version": "26.0.0",
"ecosystem": "pypi"
},
{
"name": "pyopenssl",
"direct": false,
"version": "26.2.0",
"ecosystem": "pypi"
},
{
"name": "pyparsing",
"direct": false,
"version": "3.3.2",
"ecosystem": "pypi"
},
{
"name": "pypdf",
"direct": false,
"version": "6.6.2",
"ecosystem": "pypi"
},
{
"name": "pypdf",
"direct": false,
"version": "6.7.1",
"ecosystem": "pypi"
},
{
"name": "pypdf",
"direct": false,
"version": "6.7.4",
"ecosystem": "pypi"
},
{
"name": "pypdfium2",
"direct": false,
"version": "5.10.1",
"ecosystem": "pypi"
},
{
"name": "pypdfium2",
"direct": false,
"version": "5.5.0",
"ecosystem": "pypi"
},
{
"name": "pyperclip",
"direct": false,
"version": "1.11.0",
"ecosystem": "pypi"
},
{
"name": "pypika",
"direct": false,
"version": "0.51.1",
"ecosystem": "pypi"
},
{
"name": "pyproject-hooks",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "pyreadline3",
"direct": false,
"version": "3.5.4",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "9.0.3",
"ecosystem": "pypi"
},
{
"name": "pytest-asyncio",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": "6.3.0",
"ecosystem": "pypi"
},
{
"name": "pytest-httpserver",
"direct": false,
"version": "1.1.3",
"ecosystem": "pypi"
},
{
"name": "pytest-httpserver",
"direct": false,
"version": "1.1.4",
"ecosystem": "pypi"
},
{
"name": "pytest-httpserver",
"direct": false,
"version": "1.1.5",
"ecosystem": "pypi"
},
{
"name": "pytest-timeout",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "python-daemon",
"direct": false,
"version": "3.1.2",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "python-docx",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": "1.2.1",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "python-multipart",
"direct": false,
"version": "0.0.22",
"ecosystem": "pypi"
},
{
"name": "python-multipart",
"direct": false,
"version": "0.0.27",
"ecosystem": "pypi"
},
{
"name": "python-multipart",
"direct": false,
"version": "0.0.29",
"ecosystem": "pypi"
},
{
"name": "python-multipart",
"direct": false,
"version": "0.0.30",
"ecosystem": "pypi"
},
{
"name": "python-ulid",
"direct": false,
"version": "3.1.0",
"ecosystem": "pypi"
},
{
"name": "pytz",
"direct": false,
"version": "2025.2",
"ecosystem": "pypi"
},
{
"name": "pytz",
"direct": false,
"version": "2026.1.post1",
"ecosystem": "pypi"
},
{
"name": "pytz",
"direct": false,
"version": "2026.2",
"ecosystem": "pypi"
},
{
"name": "pyuwsgi",
"direct": false,
"version": "2.0.*",
"ecosystem": "pypi"
},
{
"name": "pywin32",
"direct": false,
"version": "311",
"ecosystem": "pypi"
},
{
"name": "pywin32-ctypes",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "pyzmq",
"direct": false,
"version": "27.1.0",
"ecosystem": "pypi"
},
{
"name": "qdrant-client",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "ragas",
"direct": false,
"version": "0.4.3",
"ecosystem": "pypi"
},
{
"name": "readme-renderer",
"direct": false,
"version": "44.0",
"ecosystem": "pypi"
},
{
"name": "redis",
"direct": false,
"version": "5.3.1",
"ecosystem": "pypi"
},
{
"name": "redis",
"direct": false,
"version": "7.2.0",
"ecosystem": "pypi"
},
{
"name": "redisvl",
"direct": false,
"version": "0.22.0",
"ecosystem": "pypi"
},
{
"name": "referencing",
"direct": false,
"version": "0.36.2",
"ecosystem": "pypi"
},
{
"name": "referencing",
"direct": false,
"version": "0.37.0",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": false,
"version": "2026.1.15",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": false,
"version": "2026.2.19",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": false,
"version": "2026.2.28",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": false,
"version": "2026.5.9",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.32.5",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.33.1",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.34.2",
"ecosystem": "pypi"
},
{
"name": "requests-file",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "requests-oauthlib",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "requests-toolbelt",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "rfc3339-validator",
"direct": false,
"version": "0.1.4",
"ecosystem": "pypi"
},
{
"name": "rfc3986",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "14.3.1",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "14.3.2",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "14.3.3",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "14.3.4",
"ecosystem": "pypi"
},
{
"name": "rich-rst",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "roman-numerals",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "roman-numerals-py",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "rpds-py",
"direct": false,
"version": "0.30.0",
"ecosystem": "pypi"
},
{
"name": "rpds-py",
"direct": false,
"version": "2026.5.1",
"ecosystem": "pypi"
},
{
"name": "rsa",
"direct": false,
"version": "4.9.1",
"ecosystem": "pypi"
},
{
"name": "ruamel-yaml",
"direct": false,
"version": "0.19.1",
"ecosystem": "pypi"
},
{
"name": "ruamel-yaml-clibz",
"direct": false,
"version": "0.3.5",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.15.0",
"ecosystem": "pypi"
},
{
"name": "s3transfer",
"direct": false,
"version": "0.14.0",
"ecosystem": "pypi"
},
{
"name": "s3transfer",
"direct": false,
"version": "0.18.0",
"ecosystem": "pypi"
},
{
"name": "safetensors",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "scikit-learn",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "scikit-network",
"direct": false,
"version": "0.33.5",
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": false,
"version": "1.17.1",
"ecosystem": "pypi"
},
{
"name": "seaborn",
"direct": false,
"version": "0.13.2",
"ecosystem": "pypi"
},
{
"name": "secretstorage",
"direct": false,
"version": "3.5.0",
"ecosystem": "pypi"
},
{
"name": "semantic-kernel",
"direct": false,
"version": "1.42.0",
"ecosystem": "pypi"
},
{
"name": "sentry-sdk",
"direct": false,
"version": "2.53.0",
"ecosystem": "pypi"
},
{
"name": "setproctitle",
"direct": false,
"version": "1.3.7",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": "80.10.2",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": "81.0.0",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": "82.0.0",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": "82.0.1",
"ecosystem": "pypi"
},
{
"name": "setuptools-dynamic-dependencies",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "setuptools-scm",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "setuptools-scm",
"direct": false,
"version": "9.2.2",
"ecosystem": "pypi"
},
{
"name": "sgmllib3k",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "shellingham",
"direct": false,
"version": "1.5.4",
"ecosystem": "pypi"
},
{
"name": "simpleeval",
"direct": false,
"version": "1.0.7",
"ecosystem": "pypi"
},
{
"name": "simsimd",
"direct": false,
"version": "6.5.13",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "slack-bolt",
"direct": false,
"version": "1.27.0",
"ecosystem": "pypi"
},
{
"name": "slack-sdk",
"direct": false,
"version": "3.40.1",
"ecosystem": "pypi"
},
{
"name": "smart-open",
"direct": false,
"version": "7.5.0",
"ecosystem": "pypi"
},
{
"name": "smart-open",
"direct": false,
"version": "7.6.1",
"ecosystem": "pypi"
},
{
"name": "smmap",
"direct": false,
"version": "5.0.2",
"ecosystem": "pypi"
},
{
"name": "sniffio",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "snowballstemmer",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "sortedcontainers",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "soupsieve",
"direct": false,
"version": "2.8.3",
"ecosystem": "pypi"
},
{
"name": "soupsieve",
"direct": false,
"version": "2.8.4",
"ecosystem": "pypi"
},
{
"name": "spacy",
"direct": false,
"version": "3.8.11",
"ecosystem": "pypi"
},
{
"name": "spacy",
"direct": false,
"version": "3.8.14",
"ecosystem": "pypi"
},
{
"name": "spacy-legacy",
"direct": false,
"version": "3.0.12",
"ecosystem": "pypi"
},
{
"name": "spacy-loggers",
"direct": false,
"version": "1.0.5",
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": "8.2.3",
"ecosystem": "pypi"
},
{
"name": "sphinx-autoapi",
"direct": false,
"version": "3.7.0",
"ecosystem": "pypi"
},
{
"name": "sphinx-copybutton",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "sphinx-design",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "sphinx-mermaid",
"direct": false,
"version": "0.0.8",
"ecosystem": "pypi"
},
{
"name": "sphinx-reredirects",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-applehelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-devhelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-htmlhelp",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-jsmath",
"direct": false,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-qthelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-serializinghtml",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy",
"direct": false,
"version": "2.0.46",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy",
"direct": false,
"version": "2.0.47",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy",
"direct": false,
"version": "2.0.48",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy",
"direct": false,
"version": "2.0.49",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy",
"direct": false,
"version": "2.0.50",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy-spanner",
"direct": false,
"version": "1.17.2",
"ecosystem": "pypi"
},
{
"name": "sqlparse",
"direct": false,
"version": "0.5.5",
"ecosystem": "pypi"
},
{
"name": "srsly",
"direct": false,
"version": "2.5.2",
"ecosystem": "pypi"
},
{
"name": "srsly",
"direct": false,
"version": "2.5.3",
"ecosystem": "pypi"
},
{
"name": "sse-starlette",
"direct": false,
"version": "3.0.3",
"ecosystem": "pypi"
},
{
"name": "sse-starlette",
"direct": false,
"version": "3.2.0",
"ecosystem": "pypi"
},
{
"name": "sse-starlette",
"direct": false,
"version": "3.4.4",
"ecosystem": "pypi"
},
{
"name": "stack-data",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "0.52.1",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "1.2.1",
"ecosystem": "pypi"
},
{
"name": "stdlib-list",
"direct": false,
"version": "0.11.1",
"ecosystem": "pypi"
},
{
"name": "strands-agents",
"direct": false,
"version": "1.27.0",
"ecosystem": "pypi"
},
{
"name": "strands-agents",
"direct": false,
"version": "1.34.1",
"ecosystem": "pypi"
},
{
"name": "strands-agents",
"direct": false,
"version": "1.35.0",
"ecosystem": "pypi"
},
{
"name": "strands-agents-tools",
"direct": false,
"version": "0.2.21",
"ecosystem": "pypi"
},
{
"name": "striprtf",
"direct": false,
"version": "0.0.26",
"ecosystem": "pypi"
},
{
"name": "sympy",
"direct": false,
"version": "1.14.0",
"ecosystem": "pypi"
},
{
"name": "tabulate",
"direct": false,
"version": "0.10.0",
"ecosystem": "pypi"
},
{
"name": "tabulate",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "tavily-python",
"direct": false,
"version": "0.7.25",
"ecosystem": "pypi"
},
{
"name": "tblib",
"direct": false,
"version": "3.2.2",
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": false,
"version": "8.3.0",
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": false,
"version": "9.1.2",
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": false,
"version": "9.1.3",
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": false,
"version": "9.1.4",
"ecosystem": "pypi"
},
{
"name": "textual",
"direct": false,
"version": "8.2.6",
"ecosystem": "pypi"
},
{
"name": "thinc",
"direct": false,
"version": "8.3.10",
"ecosystem": "pypi"
},
{
"name": "thinc",
"direct": false,
"version": "8.3.13",
"ecosystem": "pypi"
},
{
"name": "threadpoolctl",
"direct": false,
"version": "3.6.0",
"ecosystem": "pypi"
},
{
"name": "tiktoken",
"direct": false,
"version": "0.12.0",
"ecosystem": "pypi"
},
{
"name": "tiktoken",
"direct": false,
"version": "0.13.0",
"ecosystem": "pypi"
},
{
"name": "tinycss2",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "tinytag",
"direct": false,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "tinytag",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "tld",
"direct": false,
"version": "0.13.1",
"ecosystem": "pypi"
},
{
"name": "tldextract",
"direct": false,
"version": "5.3.1",
"ecosystem": "pypi"
},
{
"name": "tokenizers",
"direct": false,
"version": "0.22.2",
"ecosystem": "pypi"
},
{
"name": "tokenizers",
"direct": false,
"version": "0.23.1",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.0.2",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.4.1",
"ecosystem": "pypi"
},
{
"name": "tomli-w",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "tomli-w",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "toolz",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "tornado",
"direct": false,
"version": "6.5.4",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.67.2",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.67.3",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.68.1",
"ecosystem": "pypi"
},
{
"name": "trafilatura",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "traitlets",
"direct": false,
"version": "5.14.3",
"ecosystem": "pypi"
},
{
"name": "transformers",
"direct": false,
"version": "5.12.1",
"ecosystem": "pypi"
},
{
"name": "twine",
"direct": false,
"version": "6.2.0",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.23.1",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.24.0",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.24.1",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.25.1",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.26.7",
"ecosystem": "pypi"
},
{
"name": "typer-slim",
"direct": false,
"version": "0.24.0",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspect",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "tzdata",
"direct": false,
"version": "2025.3",
"ecosystem": "pypi"
},
{
"name": "tzdata",
"direct": false,
"version": "2026.2",
"ecosystem": "pypi"
},
{
"name": "tzlocal",
"direct": false,
"version": "5.3.1",
"ecosystem": "pypi"
},
{
"name": "uc-micro-py",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "uncalled-for",
"direct": false,
"version": "0.3.2",
"ecosystem": "pypi"
},
{
"name": "uritemplate",
"direct": false,
"version": "4.2.0",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.6.3",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.7.0",
"ecosystem": "pypi"
},
{
"name": "usearch",
"direct": false,
"version": "2.21.0",
"ecosystem": "pypi"
},
{
"name": "usearch",
"direct": false,
"version": "2.23.0",
"ecosystem": "pypi"
},
{
"name": "uuid-utils",
"direct": false,
"version": "0.14.0",
"ecosystem": "pypi"
},
{
"name": "uuid-utils",
"direct": false,
"version": "0.14.1",
"ecosystem": "pypi"
},
{
"name": "uuid-utils",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "uv",
"direct": false,
"version": "0.9.28",
"ecosystem": "pypi"
},
{
"name": "uv",
"direct": false,
"version": "0.9.30",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": false,
"version": "0.40.0",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": false,
"version": "0.41.0",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": false,
"version": "0.46.0",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": false,
"version": "0.47.0",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": false,
"version": "0.48.0",
"ecosystem": "pypi"
},
{
"name": "uvloop",
"direct": false,
"version": "0.21.0",
"ecosystem": "pypi"
},
{
"name": "uvloop",
"direct": false,
"version": "0.22.1",
"ecosystem": "pypi"
},
{
"name": "vale",
"direct": false,
"version": "3.13.0.0",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.38.0",
"ecosystem": "pypi"
},
{
"name": "wandb",
"direct": false,
"version": "0.25.0",
"ecosystem": "pypi"
},
{
"name": "wasabi",
"direct": false,
"version": "1.1.3",
"ecosystem": "pypi"
},
{
"name": "watchdog",
"direct": false,
"version": "6.0.0",
"ecosystem": "pypi"
},
{
"name": "watchfiles",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "watchfiles",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "wcwidth",
"direct": false,
"version": "0.5.3",
"ecosystem": "pypi"
},
{
"name": "wcwidth",
"direct": false,
"version": "0.6.0",
"ecosystem": "pypi"
},
{
"name": "wcwidth",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "weasel",
"direct": false,
"version": "0.4.3",
"ecosystem": "pypi"
},
{
"name": "weasel",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "weave",
"direct": false,
"version": "0.52.28",
"ecosystem": "pypi"
},
{
"name": "weave",
"direct": false,
"version": "0.52.36",
"ecosystem": "pypi"
},
{
"name": "webencodings",
"direct": false,
"version": "0.5.1",
"ecosystem": "pypi"
},
{
"name": "websocket-client",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "websockets",
"direct": false,
"version": "15.0.1",
"ecosystem": "pypi"
},
{
"name": "websockets",
"direct": false,
"version": "16.0",
"ecosystem": "pypi"
},
{
"name": "werkzeug",
"direct": false,
"version": "3.1.5",
"ecosystem": "pypi"
},
{
"name": "werkzeug",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "werkzeug",
"direct": false,
"version": "3.1.8",
"ecosystem": "pypi"
},
{
"name": "wikipedia",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "win32-setctime",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "wrapt",
"direct": false,
"version": "1.17.3",
"ecosystem": "pypi"
},
{
"name": "wrapt",
"direct": false,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "wrapt",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "xxhash",
"direct": false,
"version": "3.6.0",
"ecosystem": "pypi"
},
{
"name": "xxhash",
"direct": false,
"version": "3.7.0",
"ecosystem": "pypi"
},
{
"name": "yapf",
"direct": false,
"version": "0.43.0",
"ecosystem": "pypi"
},
{
"name": "yarl",
"direct": false,
"version": "1.22.0",
"ecosystem": "pypi"
},
{
"name": "yarl",
"direct": false,
"version": "1.23.0",
"ecosystem": "pypi"
},
{
"name": "yarl",
"direct": false,
"version": "1.24.2",
"ecosystem": "pypi"
},
{
"name": "zep-cloud",
"direct": false,
"version": "3.16.0",
"ecosystem": "pypi"
},
{
"name": "zict",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "zipp",
"direct": false,
"version": "3.23.0",
"ecosystem": "pypi"
},
{
"name": "zipp",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "zstandard",
"direct": false,
"version": "0.25.0",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 938,
"direct_count": 0,
"indirect_count": 938
}
},
"maintainership": {
"issues": {
"open_prs": 17,
"merged_prs": 1456,
"open_issues": 27,
"closed_ratio": 0.929,
"closed_issues": 352,
"closed_unmerged_prs": 275
},
"bus_factor": 4,
"top_contributors": [
{
"type": "User",
"login": "dagardner-nv",
"commits": 334,
"avatar_url": "https://avatars.githubusercontent.com/u/96306125?v=4"
},
{
"type": "User",
"login": "willkill07",
"commits": 220,
"avatar_url": "https://avatars.githubusercontent.com/u/2007799?v=4"
},
{
"type": "User",
"login": "AnuradhaKaruppiah",
"commits": 154,
"avatar_url": "https://avatars.githubusercontent.com/u/26330987?v=4"
},
{
"type": "User",
"login": "yczhang-nv",
"commits": 106,
"avatar_url": "https://avatars.githubusercontent.com/u/134643420?v=4"
},
{
"type": "User",
"login": "GPUtester",
"commits": 103,
"avatar_url": "https://avatars.githubusercontent.com/u/38199262?v=4"
},
{
"type": "User",
"login": "ericevans-nv",
"commits": 82,
"avatar_url": "https://avatars.githubusercontent.com/u/194135482?v=4"
},
{
"type": "User",
"login": "dnandakumar-nv",
"commits": 59,
"avatar_url": "https://avatars.githubusercontent.com/u/168006707?v=4"
},
{
"type": "User",
"login": "bbednarski9",
"commits": 51,
"avatar_url": "https://avatars.githubusercontent.com/u/16690530?v=4"
},
{
"type": "User",
"login": "mpenn",
"commits": 44,
"avatar_url": "https://avatars.githubusercontent.com/u/9770524?v=4"
},
{
"type": "User",
"login": "mnajafian-nv",
"commits": 41,
"avatar_url": "https://avatars.githubusercontent.com/u/238536690?v=4"
}
],
"contributors_sampled": 100,
"top_contributor_share": 0.233
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci_pipe.yml",
"pr.yaml",
"stale.yaml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [
"uv.lock"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 4,
"reason": "branch protection is not maximal on development and all release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 10,
"reason": "all changesets reviewed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 10 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 2,
"reason": "dependency not pinned by hash detected -- score normalized to 2",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 10,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 9,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 0,
"reason": "179 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "82614095b4805763d9a3d8de7c18fd41882bdb19",
"ran_at": "2026-07-20T09:03:14Z",
"aggregate_score": 6,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": false
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/NVIDIA/NeMo-Agent-Toolkit",
"host": "github.com",
"name": "NeMo-Agent-Toolkit",
"owner": "NVIDIA"
},
"metrics": {
"overall": {
"key": "overall",
"band": "excellent",
"name": "Overall health",
"note": null,
"notes": [],
"value": 87,
"inputs": {
"security": 60,
"vitality": 99,
"community": 89,
"governance": 88,
"engineering": 92
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 99,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"commits_last_year": 1207,
"human_commit_share": null,
"days_since_last_push": 1,
"active_weeks_last_year": 51
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 1 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 1
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "51/52 weeks with commits",
"points": 35.3,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 51
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "1207 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 1207
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 15,
"latest_release_tag": "v1.8.0",
"releases_from_tags": false,
"days_since_latest_release": 33,
"mean_days_between_releases": 26.1
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "15 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 15
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 33 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 33
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~26.1 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 26.1
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "excellent",
"name": "Community & Adoption",
"value": 89,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "excellent",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 87,
"inputs": {
"forks": 712,
"stars": 2505,
"watchers": 32,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "2,505 stars",
"points": 55.1,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 2505
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "712 forks",
"points": 23.8,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 712
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "32 watchers",
"points": 8.3,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 32
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "excellent",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 87,
"inputs": {
"packages": [
"nvidia-nat"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 161041
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "161,041 downloads/month across pypi",
"points": 69.4,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 161041,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "excellent",
"name": "Sustainability & Governance",
"value": 88,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "good",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 84,
"inputs": {
"bus_factor": 4,
"contributors_sampled": 100,
"top_contributor_share": 0.233
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "4 contributor(s) cover half of all commits",
"points": 43.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 4
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 23% of commits",
"points": 17.3,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 23
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "100 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 100
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 10 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "excellent",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 91,
"inputs": {
"merged_prs": 1456,
"open_issues": 27,
"closed_issues": 352,
"issue_closed_ratio": 0.929,
"closed_unmerged_prs": 275
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "93% of issues closed",
"points": 43.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 93
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "1456/1731 decided PRs merged",
"points": 32.2,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 1456,
"decided": 1731
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "all changesets reviewed",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"followers": 28148,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "NVIDIA",
"public_repos": 769,
"account_age_days": 5183
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "28,148 followers of NVIDIA",
"points": 25,
"status": "met",
"details": [
{
"code": "owner_followers",
"params": {
"count": 28148,
"login": "NVIDIA"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "769 public repos, account ~14 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 769
}
},
{
"code": "account_age_years",
"params": {
"years": 14
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"nvidia-nat"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 33
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 33 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 33
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "449 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 449
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 92,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": "https://docs.nvidia.com/nemo/agent-toolkit/latest/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://docs.nvidia.com/nemo/agent-toolkit/latest/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 60,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 6
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 10 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 2",
"points": 1,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "179 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 7
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 71,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
".cursor/rules/cursor-rules.mdc",
".cursor/rules/documentation/capitalization.mdc",
".cursor/rules/documentation/categories.mdc",
".cursor/rules/documentation/formatting.mdc",
".cursor/rules/documentation/general.mdc",
".cursor/rules/documentation/latinisms.mdc",
".cursor/rules/documentation/lists-and-tables.mdc",
".cursor/rules/documentation/numbers-and-dates.mdc",
".cursor/rules/documentation/punctuation.mdc",
".cursor/rules/documentation/voice-and-tone.mdc",
".cursor/rules/documentation/writing-process.mdc",
".cursor/rules/general.mdc",
".cursor/rules/nat-agents/general.mdc",
".cursor/rules/nat-cli/general.mdc",
".cursor/rules/nat-cli/nat-eval.mdc",
".cursor/rules/nat-cli/nat-info.mdc",
".cursor/rules/nat-cli/nat-run-serve.mdc",
".cursor/rules/nat-cli/nat-workflow.mdc",
".cursor/rules/nat-setup/general.mdc",
".cursor/rules/nat-setup/nat-toolkit-installation.mdc",
".cursor/rules/nat-tests/general.mdc",
".cursor/rules/nat-tests/integration-tests.mdc",
".cursor/rules/nat-tests/nat-test-llm.mdc",
".cursor/rules/nat-workflows/add-functions.mdc",
".cursor/rules/nat-workflows/add-tools.mdc",
".cursor/rules/nat-workflows/general.mdc",
"AGENTS.md",
"skills/nat-agent-configuration/references/agents.md"
],
"agent_instruction_max_bytes": 10375
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".cursor/rules/cursor-rules.mdc, .cursor/rules/documentation/capitalization.mdc, .cursor/rules/documentation/categories.mdc, .cursor/rules/documentation/formatting.mdc, .cursor/rules/documentation/general.mdc, .cursor/rules/documentation/latinisms.mdc, .cursor/rules/documentation/lists-and-tables.mdc, .cursor/rules/documentation/numbers-and-dates.mdc, .cursor/rules/documentation/punctuation.mdc, .cursor/rules/documentation/voice-and-tone.mdc, .cursor/rules/documentation/writing-process.mdc, .cursor/rules/general.mdc, .cursor/rules/nat-agents/general.mdc, .cursor/rules/nat-cli/general.mdc, .cursor/rules/nat-cli/nat-eval.mdc, .cursor/rules/nat-cli/nat-info.mdc, .cursor/rules/nat-cli/nat-run-serve.mdc, .cursor/rules/nat-cli/nat-workflow.mdc, .cursor/rules/nat-setup/general.mdc, .cursor/rules/nat-setup/nat-toolkit-installation.mdc, .cursor/rules/nat-tests/general.mdc, .cursor/rules/nat-tests/integration-tests.mdc, .cursor/rules/nat-tests/nat-test-llm.mdc, .cursor/rules/nat-workflows/add-functions.mdc, .cursor/rules/nat-workflows/add-tools.mdc, .cursor/rules/nat-workflows/general.mdc, AGENTS.md, skills/nat-agent-configuration/references/agents.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".cursor/rules/cursor-rules.mdc, .cursor/rules/documentation/capitalization.mdc, .cursor/rules/documentation/categories.mdc, .cursor/rules/documentation/formatting.mdc, .cursor/rules/documentation/general.mdc, .cursor/rules/documentation/latinisms.mdc, .cursor/rules/documentation/lists-and-tables.mdc, .cursor/rules/documentation/numbers-and-dates.mdc, .cursor/rules/documentation/punctuation.mdc, .cursor/rules/documentation/voice-and-tone.mdc, .cursor/rules/documentation/writing-process.mdc, .cursor/rules/general.mdc, .cursor/rules/nat-agents/general.mdc, .cursor/rules/nat-cli/general.mdc, .cursor/rules/nat-cli/nat-eval.mdc, .cursor/rules/nat-cli/nat-info.mdc, .cursor/rules/nat-cli/nat-run-serve.mdc, .cursor/rules/nat-cli/nat-workflow.mdc, .cursor/rules/nat-setup/general.mdc, .cursor/rules/nat-setup/nat-toolkit-installation.mdc, .cursor/rules/nat-tests/general.mdc, .cursor/rules/nat-tests/integration-tests.mdc, .cursor/rules/nat-tests/nat-test-llm.mdc, .cursor/rules/nat-workflows/add-functions.mdc, .cursor/rules/nat-workflows/add-tools.mdc, .cursor/rules/nat-workflows/general.mdc, AGENTS.md, skills/nat-agent-configuration/references/agents.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 77,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
"docs/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "docs/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 2",
"points": 2,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 85894,
"source_files_sampled": 1643,
"oversized_source_files": 8
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "8/1643 source files over 60KB",
"points": 54.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 1643,
"oversized": 8
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"examples",
"notebooks"
],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-20T09:03:50.162869Z",
"schema_version": "0.15.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/NVIDIA/NeMo-Agent-Toolkit.svg",
"full_name": "NVIDIA/NeMo-Agent-Toolkit",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}