Standalone Packages

Pramiti publishes four standalone Python packages that solve specific problems in the AI agent ecosystem. Each package is zero-dependency on the Pramiti platform and can be installed and used independently.

Packages

Package	Install	Purpose
pramiti-agent-finops	`pip install pramiti-agent-finops`	Per-agent cost caps and attribution
pramiti-export-copilot	`pip install pramiti-export-copilot`	Push semantic models to dbt, Snowflake, Looker, Tableau
pramiti-merger-reconciler	`pip install pramiti-merger-reconciler`	Cross-ontology class matching for M&A

The Flight Recorder package is documented separately at Flight Recorder.

Design Philosophy

All packages follow these principles:

Zero platform dependency — Each package works standalone with no Pramiti platform imports
Pluggable backends — Storage and delivery targets are injected via interfaces, not hardcoded
Minimal external dependencies — Core logic uses only stdlib; optional integrations are extras
Works with or without Pramiti — When running inside the platform, packages use platform backends; when standalone, they use in-memory or file-based backends

Platform Integration

When used within the Pramiti platform, packages use platform-specific backends:

# Standalone
from pramiti_agent_finops import CapChecker
from pramiti_agent_finops.backends import InMemoryBackend
checker = CapChecker(InMemoryBackend())
 
# Platform-integrated
from pramiti_agent_finops import CapChecker
from epistom.services.finops import PostgreSQLCostBackend
checker = CapChecker(PostgreSQLCostBackend(db_session))

Packages

Design Philosophy

Platform Integration

On this page