Skip to main content

nthlayer-common

Shared utilities for the NthLayer ecosystem. Provides the unified LLM interface, provider infrastructure, identity resolution, and data models used by all ecosystem components.

Install

pip install nthlayer-common

LLM Interface

Model-agnostic — one function, any provider. No LiteLLM, no SDKs. Direct HTTP calls via httpx.

from nthlayer_common import llm_call

result = llm_call(
    system="You are a triage agent...",
    user="Evaluate this incident...",
)
print(result.text)

Provider support

Two API formats cover the entire market:

Provider Model format API
Anthropic anthropic/claude-sonnet-4-20250514 Messages API
OpenAI openai/gpt-4o Chat Completions
Ollama ollama/llama3.1 Chat Completions
Azure azure/my-deployment Chat Completions
Together together/meta-llama/Llama-3-70b Chat Completions
Groq groq/llama-3.1-70b-versatile Chat Completions
Mistral mistral/mistral-large-latest Chat Completions
vLLM vllm/my-model Chat Completions
LM Studio lmstudio/my-model Chat Completions

Configuration

NTHLAYER_MODEL="anthropic/claude-sonnet-4-20250514"   # default
NTHLAYER_LLM_TIMEOUT="60"                              # seconds
ANTHROPIC_API_KEY="sk-ant-..."                         # for anthropic/* models
OPENAI_API_KEY="sk-..."                                # for openai/*, together/*, groq/*, etc.
OPENAI_API_BASE="http://localhost:11434/v1"            # override endpoint URL

Retry & resilience

Built-in retry with exponential backoff and jitter for transient errors (429, 502, 503, timeouts). Respects Retry-After headers. Permanent errors (400, 401, 403) fail immediately. Default: 3 retries.

Provider Infrastructure

Shared async providers for infrastructure services, migrated from nthlayer-generate so all ecosystem components use the same clients:

  • PrometheusProvider — query, query_range, get_sli_value, health_check
  • GrafanaProvider — dashboard CRUD, datasource management, folder operations
  • PagerDutyProvider — service, team, and escalation policy management
  • MimirRulerProvider — Prometheus rule push to Grafana Mimir
  • ProviderRegistry — register/create/list providers by name

Identity Resolution

Cross-provider service name normalization and ownership attribution:

  • IdentityResolver — 7-strategy resolution (explicit mapping → external ID → exact → alias → normalized → fuzzy → attribute correlation)
  • normalize_service_name() — strips env suffixes, version tags, Java package prefixes, type suffixes
  • OwnershipResolver — queries multiple ownership sources concurrently, selects highest-confidence signal
  • Ownership providers — Backstage, Kubernetes, PagerDuty (live); CODEOWNERS, Declared (static, in nthlayer)

HTTP Clients

Shared HTTP client infrastructure with per-instance retry and circuit breaker:

  • BaseHTTPClient — httpx-based with configurable retry (tenacity) + circuit breaker
  • CortexClient — Cortex API client
  • PagerDutyClient — PagerDuty REST API client
  • SlackAPIClient — Slack Web API (token-based, post_message)

Slack Notifications

  • SlackNotifier — Block Kit messages via incoming webhook (fail-open, never blocks pipelines)
  • SlackWebClient — Web API for interactive messages (buttons, message updates, signature verification)

Error Handling

Unified error hierarchy for the entire ecosystem:

  • ExitCode — SUCCESS=0, WARNING=1, BLOCKED=2, CONFIG_ERROR=10, PROVIDER_ERROR=11, VALIDATION_ERROR=12
  • NthLayerError → ConfigurationError, ProviderError, ValidationError, BlockedError
  • @main_with_error_handling() — decorator for CLI main functions with automatic exit code conversion

Tier Definitions

Single source of truth for service tier configuration:

  • Tier — CRITICAL, STANDARD, LOW (with legacy aliases tier-1/2/3)
  • TIER_CONFIGS — availability targets, latency thresholds, error budget warning/blocking percentages, PagerDuty urgency
  • normalize_tier(), get_tier_config(), get_slo_targets()

Data Models

Shared Pydantic/dataclass models used across the ecosystem:

  • SLO models — SLO, ErrorBudget, SLOStatus, TimeWindow
  • Dependency models — DependencyGraph, DependencyType, BlastRadiusResult
  • Domain models — Run, Finding, Team, Service
  • Gate models — GateResult, GatePolicy, DeploymentGateCheck

Prompt Loader

Shared YAML prompt loader for agentic components:

  • load_prompt(path) — reads YAML, renders schema block into system prompt
  • render_user_prompt(template, **kwargs) — simple {{ variable }} interpolation
  • validate_response(data, schema) — validates model output against expected schema

Typed package

Ships with a py.typed marker (PEP 561) — mypy and pyright use inline type annotations directly without requiring a separate stub package.

License

Apache 2.0

Metadata

Release files for nthlayer-common 2.1.0

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

Source distribution (sdist)

Source distribution for nthlayer-common 2.1.0
File Size Uploaded
nthlayer_common-2.1.0.tar.gz 195.9 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for nthlayer-common 2.1.0
File Interpreter ABI Platform
nthlayer_common-2.1.0-py3-none-any.whl Python 3 none any Details

Total release size: 356.3 kB

Release files / nthlayer_common-2.1.0.tar.gz

Download URL nthlayer_common-2.1.0.tar.gz
Size 195.9 kB
Tags Source
SHA-256 checksum
How to use checksums
a0da4dd20d64a152b5630bd78236f06bb3b31269f2f0cb20ebdbd0aea13542ca
BLAKE2b-256 checksum
How to use checksums
81dc24f86b431221d2956f5e421a10bebab81f1d088e10b1ee6adde1c9dbf3ea
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 Aug 28, 2026.

Transparency log

Release files / nthlayer_common-2.1.0-py3-none-any.whl

Download URL nthlayer_common-2.1.0-py3-none-any.whl
Size 160.4 kB
Tags Python 3
SHA-256 checksum
How to use checksums
79d897564cb731b90e0d79ecff5045cbdb02776016bbdf94573bca7b28805de8
BLAKE2b-256 checksum
How to use checksums
9f9c0f9ae34826e4710f369a544deca8af392f1a01715b00fef05c54ddbdb84a
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 Aug 28, 2026.

Transparency log

Release history Release notifications | RSS feed

3.0.0

2 release files

2.1.2

2 release files

2.1.1

2 release files

This release

2.1.0 This release

2 release files

2.0.0

2 release files

1.7.0

2 release files

1.6.0

2 release files

0.1.8

2 release files

0.1.7

2 release files

0.1.6

2 release files

0.1.5

2 release files

0.1.4

2 release files

0.1.3

2 release files

0.1.2

2 release files

0.1.1

2 release files

0.1.0

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