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krepis (Greek κρηπίς — the foundation a structure stands on): general-purpose Python primitives for production data and LLM pipelines on AWS — logging, SSM secrets, Telegram/SNS alerts, bounded-backoff HTTP retry, S3 writer locks, the Anthropic payload chokepoint, LLM cost telemetry, trading-calendar/date helpers, and EC2-spot/SSM resilience.

Project description

krepis

License: MIT Python Typed

krepis (Greek κρηπίς — the foundation course a structure stands on) is a small, typed library of general-purpose Python primitives for building production data and LLM pipelines on AWS.

Install

pip install krepis

What's inside

Module Purpose
logging Structured logging + the flow-doctor secret-seeding chokepoint
secrets SSM-backed secret resolution
alerts Telegram / SNS alert routing with S3-marker dedup (incl. CLI)
telegram Telegram transport
email_sender SES / SMTP email transport
http_retry Bounded-backoff HTTP retry with jitter
locks S3 conditional-PUT writer locks
cost LLM cost telemetry (token counts × price card → USD)
model_metadata ModelMetadata value object (per-invocation model + token cost)
anthropic_payload Anthropic request-payload construction + validation
metrics Typed metric records
trading_calendar NYSE trading-day calendar (pure stdlib)
dates Calendar / trading-day dual-track date helpers
ec2_spot EC2 spot-instance resilience helpers
ssm_dispatcher SSM command dispatch
ssm_log_capture SSM run-command log capture

License

MIT — see LICENSE and NOTICE. Contributions accepted under the DCO (git commit -s).

Part of the Nous Ergon project.

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