⚡ LOCAL AI EDUCATIONAL SQL SANDBOX
Pragma Once
Stop letting cloud servers spy on your syntax errors. Pragma Once runs an embedded local LLM and a bulletproof SQL security guard directly on your machine. Zero telemetry. Zero lag. Pure execution.
Select Target Architecture (v0.1.1):
struct ValidationResult {
bool isSafe;
std::string reason;
RiskLevel riskLevel;
};
// Zero cloud calls. Pure local logic.
ValidationResult guard = guard.validateQuery(sql);01
Embedded Llama.cpp
Runs entirely offline using compiled weights. Your neural queries never leave your local hardware loop.
02
Bulletproof Guard
DQL, DML, TCL rules, and guarded DDL structure parsing built directly into the security framework.
03
Self-Provisioning
No external schema files required. Default tables like users and students initialize natively.