autogen-rubric
One line. Every AI decision attested.
Post-quantum attestation for OpenAI, Anthropic, LlamaIndex, LangChain, AutoGen, CrewAI, and more — anchored permanently to Hedera Consensus Service. Built for EU AI Act Article 12 compliance.
pip install autogen-rubric
Get a free API key
https://rubric-protocol.com/get-started
Takes 10 seconds. Key is shown instantly — no waiting for email.
Auto-Instrumentation
Add one line at app startup. Every AI decision is attested automatically.
import autogen_rubric as rubric
rubric.instrument(
api_key="your-rubric-api-key",
pipeline_id="my-ai-app",
)
# Everything below is now attested automatically
# OpenAI, Anthropic, LlamaIndex, LangChain, AutoGen, CrewAI...
Rubric detects which frameworks are installed and patches them at the framework level. Every LLM call, every agent decision, every tool use is cryptographically signed, Merkle-aggregated, and anchored to Hedera Consensus Service.
Get a free API key at rubric-protocol.com.
What instrument() does
- Detects installed frameworks automatically
- Patches each at the class level — no per-call code required
- Submits attestations asynchronously — zero latency impact
- Stores payload keys to ./rubric_keys/ by default (configurable)
- Returns an Instrumentation object for status and shutdown
Supported Frameworks
# Auto-detects and instruments any of:
# openai, anthropic, langchain, llama_index,
# autogen, crewai, haystack, semantic_kernel,
# langgraph, dspy
Configuration
rubric.instrument(
api_key="your-rubric-api-key",
pipeline_id="loan-underwriting",
node="eu",
tier="standard", # or "developer", "enterprise"
enterprise=True, # legacy alias
payload_key_dir="/secure/keys",
on_payload_key=my_vault_store,
background_queue=True,
flush_interval=5.0,
)
Payload Key Storage
Every attestation is encrypted with a customer-held AES-256-GCM key. The key is returned once and never stored by Rubric. By default keys are written to ./rubric_keys/{attestation_id}.key
For production, provide a custom handler:
def store_in_vault(attestation_id, payload_key):
my_secrets_manager.store(f"rubric:{attestation_id}", payload_key)
rubric.instrument(api_key="...", on_payload_key=store_in_vault)
Never log the payload key. Never store it next to the attestation record.
Explicit Attestation
For custom inference layers or fine-grained control:
from autogen_rubric import RubricClient
client = RubricClient(api_key="your-key", tier="standard", background_queue=True)
result = client.attest(
agent_id="custom-model-v2",
output="Application approved. Confidence: 0.94.",
confidence=0.94,
pipeline_id="loan-underwriting",
)
EU AI Act Article 12
Every attested decision receives:
- ML-DSA-65 post-quantum signature (NIST FIPS 204)
- Merkle inclusion in a SHA3-256 forest
- HCS consensus timestamp from an independent network
- Poseidon2 ZK inclusion proof (customer-retrievable)
- AES-256-GCM encrypted payload (customer-held key)
The audit trail is independently verifiable without Rubric involvement.
Links
- Documentation: https://rubric-protocol.com/docs
- API keys: https://rubric-protocol.com/get-started
- Website: https://rubric-protocol.com
- Support: Scott@Rubric-Protocol.com
1 maintainer
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