# SBOM for numkong 7.8.7

> Portable mixed-precision math, linear-algebra, & retrieval library with 2000+ SIMD kernels for x86, Arm, RISC-V, LoongArch, Power, & WebAssembly

The Python package numkong 7.8.7 ships 54 SBOM files (CycloneDX) inside its wheels, under `.dist-info/sboms/` ([PEP 770](https://peps.python.org/pep-0770/)). Its wheels carry a verified PEP 740 attestation.

- Package URL (PURL): `pkg:pypi/numkong@7.8.7`
- PyPI: https://pypi.org/project/numkong/7.8.7/
- Author: Ash Vardanian
- License: Apache-2.0
- Requires Python: \>=3.9
- Homepage: <https://github.com/ashvardanian/NumKong>

## SBOMs

### numkong-7.8.7-cp310-cp310-manylinux2014\_ppc64le.manylinux\_2\_17\_ppc64le.manylinux\_2\_28\_ppc64le.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/8cb0e6c6-5279-5397-afdd-8e98f6b05ca0/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp310-cp310-manylinux2014\_s390x.manylinux\_2\_17\_s390x.manylinux\_2\_28\_s390x.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/a1c0daa6-8286-5383-b1a4-9978a6511739/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp310-cp310-manylinux\_2\_28\_aarch64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/2ab8e7f0-eff4-5405-a87a-ffedef602844/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp310-cp310-manylinux\_2\_28\_x86\_64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/8eae64c9-9bf9-54d1-8813-c3d18e51fa29/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp310-cp310-manylinux\_2\_38\_riscv64.manylinux\_2\_39\_riscv64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/c7b8e690-25fe-52b7-8f41-dcc6b12f92bf/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp310-cp310-musllinux\_1\_2\_aarch64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/40daa3c5-42d5-5a01-bd65-b736c3b18382/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp310-cp310-musllinux\_1\_2\_ppc64le.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/2165c988-e105-5a4a-bec7-09e31de1179d/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp310-cp310-musllinux\_1\_2\_s390x.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/f17b34b6-be6f-5c25-b03a-a20d741ce14f/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp310-cp310-musllinux\_1\_2\_x86\_64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/4046ad82-1e86-57c4-ba3c-3456af20f46a/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp311-cp311-manylinux2014\_ppc64le.manylinux\_2\_17\_ppc64le.manylinux\_2\_28\_ppc64le.whl

PEP 740 attestation failed verification: Failed to refresh TUF metadata.

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/4bdebf20-6803-5a14-81d4-fa4a2aaa6252/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp311-cp311-manylinux2014\_s390x.manylinux\_2\_17\_s390x.manylinux\_2\_28\_s390x.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/f171d66d-6497-54a5-bc31-c6db96c9d8a7/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp311-cp311-manylinux\_2\_28\_aarch64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/73b5ea67-1dd6-5afb-89cf-adabb2e9b8b5/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp311-cp311-manylinux\_2\_28\_x86\_64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/f7bc55b4-4f43-545e-8d58-b8e201330273/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp311-cp311-manylinux\_2\_38\_riscv64.manylinux\_2\_39\_riscv64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/e10a7f8e-607d-5c81-a91e-be6ee7a3b87a/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp311-cp311-musllinux\_1\_2\_aarch64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/46f3e508-b413-5ee2-af4c-dcb33aec898f/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp311-cp311-musllinux\_1\_2\_ppc64le.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/699008ec-efba-5a7c-afbd-099127a5df6f/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp311-cp311-musllinux\_1\_2\_s390x.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/336fab24-22ce-5f92-a3f9-3908487e064f/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp311-cp311-musllinux\_1\_2\_x86\_64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/790249f0-515d-5fff-9edb-a56be14612c9/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp312-cp312-manylinux2014\_ppc64le.manylinux\_2\_17\_ppc64le.manylinux\_2\_28\_ppc64le.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/6d521ce3-ef75-5b56-867a-a5197784e780/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp312-cp312-manylinux2014\_s390x.manylinux\_2\_17\_s390x.manylinux\_2\_28\_s390x.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/d0fa52f6-15bf-59e4-81dc-edea929cc158/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp312-cp312-manylinux\_2\_28\_aarch64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/73b8106f-69a5-58b4-88a5-37aa4b31e774/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp312-cp312-manylinux\_2\_28\_x86\_64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/d409061c-7aa1-58ec-90ff-c3f2e98c5fbe/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp312-cp312-manylinux\_2\_38\_riscv64.manylinux\_2\_39\_riscv64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/bfb9efad-4f21-595c-8e4c-9da8eeef86fe/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp312-cp312-musllinux\_1\_2\_aarch64.whl

PEP 740 attestation failed verification: Failed to refresh TUF metadata.

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/8db05f57-0694-579a-ba2b-9e591c5406f0/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp312-cp312-musllinux\_1\_2\_ppc64le.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/438d5019-1411-509a-8e70-6708fa8b26d2/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp312-cp312-musllinux\_1\_2\_s390x.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/b233718e-dd17-5ac3-a686-d1300d64e47a/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp312-cp312-musllinux\_1\_2\_x86\_64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/ddec91f8-855a-56b3-996e-d9bfaeb54c1d/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp313-cp313-manylinux2014\_ppc64le.manylinux\_2\_17\_ppc64le.manylinux\_2\_28\_ppc64le.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/6340f132-3fae-5d53-9071-98d27b68209d/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp313-cp313-manylinux2014\_s390x.manylinux\_2\_17\_s390x.manylinux\_2\_28\_s390x.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/ce2bc9c2-bcdc-5dd9-9aa3-6b927a0fbef1/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp313-cp313-manylinux\_2\_28\_aarch64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/117ebea2-810f-508e-b486-95a710800fd5/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp313-cp313-manylinux\_2\_28\_x86\_64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/efa69dde-f4ac-5fdb-b628-90e8e1f75190/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp313-cp313-manylinux\_2\_38\_riscv64.manylinux\_2\_39\_riscv64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/2af5bd7e-0e7b-5b47-8c37-395a27adc16d/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp313-cp313-musllinux\_1\_2\_aarch64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/9be9adfe-b8e9-5a79-aa50-540f9bb85799/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp313-cp313-musllinux\_1\_2\_ppc64le.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/7bcba0d4-cf40-5137-a02d-1b1d7b1ea7e6/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp313-cp313-musllinux\_1\_2\_s390x.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/ac194635-d7c0-5e7c-85d2-1faaea907fe8/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp313-cp313-musllinux\_1\_2\_x86\_64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/9b55c943-ad93-512f-b939-cc6460860927/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314-manylinux2014\_ppc64le.manylinux\_2\_17\_ppc64le.manylinux\_2\_28\_ppc64le.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/1cf0d817-e40f-5f53-93ad-85bacfeed5a0/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314-manylinux2014\_s390x.manylinux\_2\_17\_s390x.manylinux\_2\_28\_s390x.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/3f5095b8-3fce-5972-a376-75ab9e660fa3/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314-manylinux\_2\_28\_aarch64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/3a3542d2-1ec1-55d0-8e34-32021697c9f9/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314-manylinux\_2\_28\_x86\_64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/ff8b0705-30c6-5656-8200-d7f53e641338/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314-manylinux\_2\_38\_riscv64.manylinux\_2\_39\_riscv64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/09e747ac-3b06-5708-9b62-1ae3bc87824a/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314-musllinux\_1\_2\_aarch64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/fe350fb5-44e6-5782-ba0a-5430b40ac35f/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314-musllinux\_1\_2\_ppc64le.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/cd1fcd25-d30d-5fec-9484-8e12cd7d684e/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314-musllinux\_1\_2\_s390x.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/bde23567-5271-5ef2-9279-dfb4bad605c3/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314-musllinux\_1\_2\_x86\_64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/9e69b0ff-dd52-5d12-b545-8fba12a1cf00/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314t-manylinux2014\_ppc64le.manylinux\_2\_17\_ppc64le.manylinux\_2\_28\_ppc64le.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/05009887-c255-5bbf-8da9-a197af79c403/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314t-manylinux2014\_s390x.manylinux\_2\_17\_s390x.manylinux\_2\_28\_s390x.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/23e6e63b-128a-5199-b18f-fbc6db05f915/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314t-manylinux\_2\_28\_aarch64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/c2eeacae-f7b9-5ca7-a073-cbca5e34fd59/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314t-manylinux\_2\_28\_x86\_64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/ecdda915-c2b3-572b-ba3b-6e36b5595dcf/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314t-manylinux\_2\_38\_riscv64.manylinux\_2\_39\_riscv64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/e9b88f3f-0737-52d9-9764-4a40001a4753/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314t-musllinux\_1\_2\_aarch64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/60047c43-5d6e-5472-ac2d-ed5665827531/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314t-musllinux\_1\_2\_ppc64le.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/6ac18a89-fc92-52e3-97f9-8d34eacff6cb/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314t-musllinux\_1\_2\_s390x.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/47273733-25a1-5732-bba9-b6033cf38943/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

### numkong-7.8.7-cp314-cp314t-musllinux\_1\_2\_x86\_64.whl

PEP 740 attestation verified (GitHub, ashvardanian/NumKong, workflow release-python.yml).

- [numkong-7.8.7.dist-info/sboms/auditwheel.cdx.json](https://pypi.sbomify.com/artifact/5c029ad3-8be4-5124-b108-130ad22d631b/download): CycloneDX/1.4, `application/vnd.cyclonedx+json`, valid, no known vulnerabilities

## Known vulnerabilities

Components listed in these SBOMs, matched against the [OSV database](https://osv.dev/) as of 2026-11-09.

OSV has no known vulnerabilities for the components these SBOMs list.

## Fetch it over TEA

This SBOM is served over the [Transparency Exchange API](https://github.com/CycloneDX/transparency-exchange-api) (TEA). With the `libtea` client:

```
pip install libtea
python -m libtea https://pypi.sbomify.com pkg:pypi/numkong@7.8.7
```

Machine-readable copy of this page: https://pypi.sbomify.com/package/numkong/7.8.7.json

---
From pypi-tea by sbomify: https://pypi.sbomify.com/package/numkong/7.8.7