Project Name: Qlert
Description:
Qlert is an innovative platform designed to safeguard ethical AI usage within organizations. By integrating state-of-the-art technologies for automatic rule generation and real-time risk assessment, Qlert ensures compliance, transparency, and trust in AI interactions.
Features:
Automatic Rule Generation: Leverages a Summarizer Language Model to generate governance rules from administrative PDFs, with additional manual entry support, all managed through a Qdrant Vector Database and Azure for efficient, scalable storage and retrieval.
Real-time Risk Assessment: Employs advanced similarity searches to identify and mitigate risky user queries. Exceeding defined risk thresholds triggers instant notifications for both users and administrators, enhancing real-time intervention.
Admin Dashboard: Offers a powerful tool for administrators to monitor and control AI interactions, including viewing risky queries, managing user access, and real-time graphical insights into system-wide AI usage.
Impact:
Qlert addresses the crucial need for responsible AI by providing tools that enforce rule-based compliance and facilitate swift responses to potential ethical violations. Its backend built on Azure and Qdrant technologies ensures robustness and scalability, making it an essential tool for any organization aiming to harness AI responsibly.
Final Result:
The culmination of Qlert is a comprehensive, user-friendly platform that not only mitigates risks but also fosters an environment where AI can be used safely and ethically in alignment with organizational values and regulations.
Installation:
Installation is straightforward—simply clone the repo, install dependencies, and run the servers. Full instructions and necessary scripts are provided in our documentation to get you started quickly.
Join us in redefining safe AI usage and setting new standards for ethical AI operations with Qlert!