PromptGuardian
PromptGuardian is an all-in-one application designed to enhance the security of LLM prompts by checking for potential vulnerabilities such as injection attacks, data leaks, and malicious URLs. It leverages the OpenAI API to ensure that prompts are safe and compliant with data loss prevention standards.
Key Features:
- Prompt Injection Checks: Identifies and mitigates risks associated with prompt injection attacks.
- Data Loss Prevention: Utilizes an abstracted API to check prompts against a database for potential data leaks.
- Malicious URL Detection: Scans prompts for harmful URLs that could compromise security.
Benefits:
- Enhanced Security: Protects users from common vulnerabilities in LLM prompts.
- User-Friendly: Easy to set up and run with clear instructions for installation and usage.
- OpenAI Integration: Utilizes the robust capabilities of OpenAI to ensure high accuracy in checks.
Highlights:
- Requires an OpenAI API key for operation.
- Simple installation via pip and easy execution with Uvicorn.
- Provides a demo to showcase its capabilities in real-time.
