Openinference Python Packages

nemo-relay

Multi-language agent runtime and library for execution scope management, lifecycle events, and middleware on tool and LLM calls.

nemo-relay-cli-bin

Multi-language agent runtime and library for execution scope management, lifecycle events, and middleware on tool and LLM calls.

nemo-relay-plugin

Multi-language agent runtime and library for execution scope management, lifecycle events, and middleware on tool and LLM calls.

nemo-flow

Multi-language agent runtime and library for execution scope management, lifecycle events, and middleware on tool and LLM calls.

fathom-read

Catch the step where an AI agent contradicts its own earlier decision. CLI and adapters for LangGraph, CrewAI, Letta, OpenInference, DBOS and multi-agent logs, plus an expiry read for long-running agents.

boxdawn

Open your AI agents' black box. The waste is between your agents, not inside them. Four deterministic detectors over one trace file, priced from real usage fields. Hosted at boxdawn.com.

right-rudder

Catch the step where an AI agent contradicts its own earlier decision. CLI and adapters for LangGraph, CrewAI, Letta, OpenInference, DBOS and multi-agent logs, plus an expiry read for long-running agents.

clew-custos

Open your AI agents' black box. The waste is between your agents, not inside them. Four deterministic detectors over one trace file, priced from real usage fields. Hosted at boxdawn.com.

inferdoctor

Find where AI apps break first — and block regressions before they ship.

phoenix2pytest

Turn production LLM failures into regression tests, automatically.