Deterministic guardrails for LLM output in Spring Boot: check AI answers against YAML business rules before users see them. Fails closed, reports the exact rule broken, runs locally with docker compose.

10 stars 9 forks 10 watchers Java Apache License 2.0
ai-governance deterministic-logic docker generative-ai guardrails java llm llm-safety neuro-symbolic-ai ollama rule-engine spring-boot
4 Open Issues Need Help Last updated: Oct 27, 2026

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enhancement good first issue

Deterministic guardrails for LLM output in Spring Boot: check AI answers against YAML business rules before users see them. Fails closed, reports the exact rule broken, runs locally with docker compose.

Java
#ai-governance#deterministic-logic#docker#generative-ai#guardrails#java#llm#llm-safety#neuro-symbolic-ai#ollama#rule-engine#spring-boot
enhancement good first issue

Deterministic guardrails for LLM output in Spring Boot: check AI answers against YAML business rules before users see them. Fails closed, reports the exact rule broken, runs locally with docker compose.

Java
#ai-governance#deterministic-logic#docker#generative-ai#guardrails#java#llm#llm-safety#neuro-symbolic-ai#ollama#rule-engine#spring-boot

Deterministic guardrails for LLM output in Spring Boot: check AI answers against YAML business rules before users see them. Fails closed, reports the exact rule broken, runs locally with docker compose.

Java
#ai-governance#deterministic-logic#docker#generative-ai#guardrails#java#llm#llm-safety#neuro-symbolic-ai#ollama#rule-engine#spring-boot

Deterministic guardrails for LLM output in Spring Boot: check AI answers against YAML business rules before users see them. Fails closed, reports the exact rule broken, runs locally with docker compose.

Java
#ai-governance#deterministic-logic#docker#generative-ai#guardrails#java#llm#llm-safety#neuro-symbolic-ai#ollama#rule-engine#spring-boot