Skip to main content

somm-service

The service tier for somm — the self-hosted LLM telemetry, routing, and intelligence loop.

Adds the localhost web admin, the HTTP API, and the background scheduler with three workers: model-intel refresh (pricing + context windows + capabilities), online evaluation (samples production calls and grades them against a gold model), and the agent worker (turns telemetry + eval results into concrete recommendations).

pip install somm somm-service
somm serve --project my_app   # dashboard at localhost:7878

Metadata

Release files for somm-service 0.18.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for somm-service 0.18.0
File Size Uploaded
somm_service-0.18.0.tar.gz 51.1 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for somm-service 0.18.0
File Interpreter ABI Platform
somm_service-0.18.0-py3-none-any.whl Python 3 none any Details

Total release size: 79.4 kB

Release files / somm_service-0.18.0.tar.gz

Download URL somm_service-0.18.0.tar.gz
Size 51.1 kB
Tags Source
SHA-256 checksum
How to use checksums
697723064ca1e0e3598604f799cb81b45145387c33494c430b2a15a5b871b1d0
BLAKE2b-256 checksum
How to use checksums
ce5c9003d48205328219f30f2e1b6f09c81f7a535168c4d414c91a28863f5ab1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 17, 2026.

Transparency log

Release files / somm_service-0.18.0-py3-none-any.whl

Download URL somm_service-0.18.0-py3-none-any.whl
Size 28.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
b540c8ae5f6ab584235af4dabe2527fb40e97e1efa5b5b5c62e609996ebfc391
BLAKE2b-256 checksum
How to use checksums
da9c289a7735b9c143065f3a9923c78e66ddee4b0759c27da4194c8fc924e3bb
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 17, 2026.

Transparency log

Release history Release notifications | RSS feed

0.19.0

2 release files

This release

0.18.0 This release

2 release files

0.17.2

2 release files

0.17.1

2 release files

0.17.0

2 release files

0.16.0

2 release files

0.15.0

2 release files

0.14.0

2 release files

0.13.0

2 release files

0.12.0

2 release files

0.7.1

2 release files

0.7.0

2 release files

0.6.1

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page