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Requirements

  • Python 3.11+

Install

The examples in these docs need 0.5.0 or later, where the SDK connects to the hosted platform by default and reads your key from AGENT_SENTINEL_API_KEY. Set AGENT_SENTINEL_PLATFORM_URL only for a self-hosted or staging platform.

Optional: enable remote sync

Remote sync uses httpx (optional dependency):

Optional: LLM integrations

For transparent LLM instrumentation (OpenAI, Anthropic, Grok, Gemini):

Optional: Framework integrations

For LangChain and CrewAI support:

Install everything

All optional dependencies:

Import surface

Most users start with:
For advanced usage: