MIMORI SDK

Python package for sending AI agent telemetry to MIMORI. It is designed to work seamlessly with any framework (LlamaIndex, AutoGen, CrewAI, DSPy, LangChain) or custom OpenAI/Anthropic execution loops.

Install the SDK directly from PyPI:

pip install mimori-sdk

For local development or hacking on the SDK:

pip install -e ./sdk

Agent Framework Integration (LangChain, AutoGen, etc.)

For frameworks that support callbacks (like LangChain), you can drop in the MIMORIHandler:

from mimori import MIMORIHandler

handler = MIMORIHandler(
    api_key="sx_live_...",
    agent_name="customer-support-bot",
    api_url="http://localhost:3000",
)

# Example using LangChain
agent_executor = AgentExecutor(agent=agent, tools=tools, callbacks=[handler])

Manual Logging

from mimori import log_event

log_event(
    api_key="sx_live_...",
    agent_name="custom-agent",
    event_type="manual",
    payload={"message": "agent started"},
    api_url="http://localhost:3000",
)

Event Payload Schemas

If you are logging manually (without the LangChain callback handler), use these recommended dictionary structures for the payload argument to ensure events render correctly in the dashboard:

The SDK batches telemetry in a background thread and fails open if MIMORI is unreachable. It is designed to avoid disrupting agent execution, so it must not be the sole audit trail for security-critical operations.