AgentWatch SDK

Observability SDK for multi-agent AI systems. Captures agent interactions, LLM calls, and tool usage with zero-config framework detection.

Installation

pip install agentwatch-sdk

Install with framework support:

pip install agentwatch-sdk[openai-agents]   # OpenAI Agents SDK
pip install agentwatch-sdk[langgraph]       # LangGraph
pip install agentwatch-sdk[crewai]          # CrewAI
pip install agentwatch-sdk[google-adk]      # Google ADK

Quick Start

import agentwatch_sdk

agentwatch_sdk.init(
    public_key="aw_pub_...",
    secret_key="aw_sec_...",
    endpoint="http://localhost:8080",
)

# Your agent code here — auto-instrumented for supported frameworks

agentwatch_sdk.shutdown()

Framework Examples

OpenAI Agents SDK (automatic, zero-config)

import agentwatch_sdk
from agents import Agent, Runner

agentwatch_sdk.init(public_key="...", secret_key="...", endpoint="http://localhost:8080")

agent = Agent(name="assistant", instructions="You are a helpful assistant.")
result = await Runner.run(agent, input="Hello!")

agentwatch_sdk.shutdown()

LangGraph (callback)

import agentwatch_sdk

agentwatch_sdk.init(public_key="...", secret_key="...", endpoint="http://localhost:8080")
engine = agentwatch_sdk.get_engine()

result = app.invoke(
    {"input": "Hello!"},
    config={"callbacks": [engine.langgraph_handler]},
)

agentwatch_sdk.shutdown()

CrewAI (per-crew)

import agentwatch_sdk

agentwatch_sdk.init(public_key="...", secret_key="...", endpoint="http://localhost:8080")
engine = agentwatch_sdk.get_engine()

engine.crewai_instrument(crew)
result = crew.kickoff()

agentwatch_sdk.shutdown()

Google ADK (per-runner)

import agentwatch_sdk

agentwatch_sdk.init(public_key="...", secret_key="...", endpoint="http://localhost:8080")
engine = agentwatch_sdk.get_engine()

engine.adk_instrument(runner)
async for event in runner.run_async(user_id="user1", session_id="s1", new_message=msg):
    print(event)

agentwatch_sdk.shutdown()

Configuration

init() parameters

Parameters passed to init() take precedence over environment variables.

API Reference

agentwatch_sdk.init(**kwargs)

Initialize the SDK and start background span export. Call this before running your agents. See Configuration for available parameters.

agentwatch_sdk.shutdown()

Flush any remaining buffered spans and stop the background exporter. Call this when your application exits.

agentwatch_sdk.get_engine()

Returns the internal AgentWatchEngine instance. Use this to access framework-specific adapters:

• engine.langgraph_handler — LangGraph callback handler
• engine.crewai_instrument(crew) — Instrument a CrewAI crew
• engine.adk_instrument(runner) — Instrument a Google ADK runner

Requirements

• Python >= 3.10

License

Apache-2.0. See LICENSE for the full text.