autogen-rubric 1.5.1

Post-quantum AI decision attestation for AutoGen, LlamaIndex, and any Python AI pipeline

autogen-rubric

Post-quantum AI decision attestation for AutoGen, LlamaIndex, and any Python AI pipeline.

Every decision your AI agents make, cryptographically signed and anchored permanently to Hedera Consensus Service. Built for EU AI Act Article 12 compliance. Zero required dependencies.

pip install autogen-rubric

Quick Start

from autogen_rubric import RubricClient

client = RubricClient(api_key="your-rubric-api-key")

result = client.attest(
    agent_id="loan-underwriting-agent-v2",
    output="Application #12345 approved. Confidence: 0.94.",
    confidence=0.94,
)

print(result.attestation_id)  # Verifiable forever on Hedera
print(result.stage)           # "pending" -> "anchored"

Get a free API key at rubric-protocol.com.

AutoGen Integration

from autogen import AssistantAgent, UserProxyAgent
from autogen_rubric import RubricClient, RubricAutoGenHook

client = RubricClient(api_key="your-key", background_queue=True)
hook = RubricAutoGenHook(client=client, pipeline_id="compliance-pipeline-v1")

assistant = AssistantAgent("assistant", llm_config=llm_config)
hook.register(assistant)  # Every message now attested

user_proxy = UserProxyAgent("user")
user_proxy.initiate_chat(assistant, message="Review this loan application...")

LlamaIndex Integration

from llama_index.core.callbacks import CallbackManager
from autogen_rubric import RubricClient, RubricLlamaIndexHandler

client = RubricClient(api_key="your-key", background_queue=True)
handler = RubricLlamaIndexHandler(client=client)
callback_manager = CallbackManager([handler])

Function Decorator

from autogen_rubric import RubricClient, attest_function

client = RubricClient(api_key="your-key")

@attest_function(client=client, agent_id="risk-scorer-v2")
def score_risk(application: dict) -> str:
    return "approved" if application["score"] > 0.7 else "declined"

Configuration

Parameter	Default	Description
api_key	required	Your Rubric API key
node	"us"	Federation node: us, sg, jp, ca, eu, auto
enterprise	False	Merkle batching for high volume
background_queue	False	Non-blocking attestation
flush_interval	5.0	Seconds between queue flushes
timeout	15	HTTP timeout in seconds

Requirements

• Python 3.9+
• Zero required dependencies for core
• AutoGen: pip install autogen-rubric[autogen]
• LlamaIndex: pip install autogen-rubric[llama]
• Both: pip install autogen-rubric[all]

EU AI Act Article 12

Enforcement deadline: August 2, 2026.

rubric-protocol.com | [e-mail] Echelon Intelligence Group LLC | Wyoming, USA