maigp-light 1.0.0

AIGP-Light: Minimal detect & respond governance for AI model calls — zero dependencies, RFC-010 compatible traces

maigp-light

Minimal detect & respond governance for AI model calls.

Zero dependencies. Five minutes to integrate. Forward-compatible with the full AIGP/MAIGP protocol.

Install

pip install maigp-light

Quick Start

from aigp_light import AigpLight

gov = AigpLight.from_yaml("aigp-light.yaml")

# Wrap any model call
response = gov.call(
    client.chat.completions.create,
    model="gpt-4o",
    messages=[{"role": "user", "content": "Hello"}]
)

What It Does

• Detects behavioral deviation: latency spikes, error rates, refusal patterns, token explosions, cost overruns
• Responds automatically: LOG, ALERT, RATE_LIMIT, FALLBACK, BLOCK, CIRCUIT_BREAK
• Traces every call in RFC-010 §5.3 format (forward-compatible with full AIGP)

What It Doesn't Need

No external services. No governance server. No delegation tokens. No consent providers. No network calls. Everything runs locally from a YAML policy file.

Documentation

• Getting Started Guide
• Design RFC

Upgrade Path

maigp-light → maigp-agent-core → maigp-client (full protocol)

Your traces carry forward. Your trust history accumulates from day one.

License

Source Available — free to use, no modification without permission. See LICENSE.md.

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