Python

import agnost

agnost.init("your-org-id")

interaction = agnost.begin(user_id="u-123", agent_name="my-agent", input="...")
# ... your AI call ...
interaction.end(output="...")

interaction.end(output="Error: timeout", success=False)

agnost.track(user_id="u-123", input="...", output="...", agent_name="my-agent")

import uuid

conversation_id = str(uuid.uuid4())

agnost.track(user_id="u-123", input="Hello", output="Hi!", conversation_id=conversation_id)
agnost.track(user_id="u-123", input="Follow-up", output="Sure!", conversation_id=conversation_id)

agnost.identify("u-123", {"plan": "pro", "role": "admin"})

interaction = agnost.begin(user_id="u-123", agent_name="my-agent", input="...")

# Set one at a time
interaction.set_property("model", "gpt-4")

# Or set many at once
interaction.set_properties({"tokens": 150, "cost": 0.045})

interaction.end(output="...")

agnost.init("your-org-id", endpoint="https://api.agnost.ai", debug=True)

agnost.shutdown()  # flushes and cleans up