prompt-injection-security

What problem does it solve?

Mitigates the risks of prompt injection by sanitizing inputs, validating outputs, and establishing guardrails to secure interactions with Large Language Models.

Core Features & Use Cases

• Input Sanitization: Remove potentially malicious instructions from prompts.
• Output Validation: Ensure outputs match expected patterns and filter out sensitive data.
• Guardrails: Implement rules and filters to prevent unauthorized commands and ensure compliance.
• RAG Security: Defend against context poisoning by filtering documents for injection attempts.
• Red Teaming: Simulate attacks to validate the effectiveness of the security measures.

Quick Start

Run the sanitize_prompt function to ensure a safe prompt before processing with the AI.