jingu-trust-gate 0.1.4

A deterministic trust gate for LLM systems

jingu-trust-gate

LLM output is untrusted input. jingu-trust-gate decides what is allowed to become trusted system state.

Python SDK for jingu-trust-gate — deterministic admission control layer for LLM systems.

Install

pip install jingu-trust-gate

Quick start

from jingu_trust_gate import create_trust_gate, GatePolicy, Proposal, SupportRef

class MyPolicy(GatePolicy[MyClaim]):
    def validate_structure(self, proposal): ...
    def bind_support(self, unit, pool): ...
    def evaluate_unit(self, unit_with_support, ctx): ...
    def detect_conflicts(self, units, pool): ...
    def render(self, admitted_units, pool, ctx): ...
    def build_retry_feedback(self, unit_results, ctx): ...

gate = create_trust_gate(policy=MyPolicy())
result = await gate.admit(proposal, support_pool)
context = gate.render(result)

See examples/medical_symptom_policy.py for a complete working example.

License

MIT