Installation

Requirements

Python 3.12 or newer
An Aether API key, created from the Aether Dashboard for each Connected System

Install

The SDK is not on PyPI. Install it from GitHub, pinned to a release tag.

pip install "aether-sdk @ git+https://github.com/Ai-by-DNA/[email protected]"

uv add "aether-sdk @ git+https://github.com/Ai-by-DNA/[email protected]"

The only runtime dependency is httpx.

The package is installed as aether-sdk and imported as aether_sdk.

Configure credentials

Set your API key as an environment variable:

export AETHER_API_KEY="<system_api_key>"

AetherClient() reads the API key. You can also pass it directly:

from aether_sdk import AetherClient

client = AetherClient(api_key="<system_api_key>")

If the key is missing, AetherClient raises AetherConfigError.

The API key is shown only once, when it is created. Keep it secret and never commit it to source control.

Verify

import asyncio
from aether_sdk import AetherClient

print(asyncio.run(AetherClient().get_health()))

A response means the SDK is installed and can reach Aether.

Multiple agents in one project

Each API key belongs to one Connected System. Aether identifies the caller from the key, so every agent needs its own key, even when several agents run in the same file or process. Give each key its own environment variable, and pass it explicitly to one client per agent:

export AETHER_API_KEY_PLANNER="<planner_api_key>"
export AETHER_API_KEY_RESEARCHER="<researcher_api_key>"

import os
from aether_sdk import AetherClient

planner = AetherClient(api_key=os.environ["AETHER_API_KEY_PLANNER"])
researcher = AetherClient(api_key=os.environ["AETHER_API_KEY_RESEARCHER"])

Each call uses its client’s key, so Aether records it under the right system. The same applies to wrap_node: pass the key of the agent that owns the node.

Never share one key between agents. Aether would attribute every agent’s events to a single system.

Per-agent LLM usage

Automatic LLM usage recording reads AETHER_API_KEY once per process. If several agents share a process, all their LLM usage is recorded under that one system. To record usage per agent, run each agent in its own process, with its own key set as AETHER_API_KEY:

import os
import subprocess

def run_agent(module: str, key_env: str) -> subprocess.Popen[bytes]:
    env = {**os.environ, "AETHER_API_KEY": os.environ[key_env]}
    return subprocess.Popen(["python", "-m", module], env=env)

run_agent("agents.planner", "AETHER_API_KEY_PLANNER")
run_agent("agents.researcher", "AETHER_API_KEY_RESEARCHER")

Each process then speaks for exactly one system: its Deltas and its LLM usage.

Getting started

Important concepts

Aether

Requirements

Install

Configure credentials

Verify

Multiple agents in one project

Per-agent LLM usage

​Requirements

​Install

​Configure credentials

​Verify

​Multiple agents in one project

​Per-agent LLM usage

Requirements

Install

Configure credentials

Verify

Multiple agents in one project

Per-agent LLM usage