PAIG Open
Source Project
Security and Safety Guardrails for GenAI
Develop Responsible AI
As the technologies and approaches for writing GenAI applications evolve rapidly, PAIG offers a versatile framework that addresses the latest security and safety challenges and enables the integration of point security and safety solutions without requiring applications to be rewritten.
Key Features
Metadata Layer
- Data Extraction: Extract relevant metadata from data sources to enhance understanding of the data and improve model performance as well as apply security, compliance rules
- Storage: Efficiently store metadata for easy retrieval and analysis.
- Integration: Seamlessly integrate with various data sources and AI models.
Guardrail Layer
- Safety Policies: Implement rules and policies to protect users and maintain responsible standards in AI interactions.
- Content Moderation: Automatically detect and filter inappropriate or harmful content.
- Privacy and Security: Ensure company data is handled securely preventing data leakage and complies with privacy regulations
Observability Layer
- Monitoring: Track and visualize AI interactions in real time to ensure system health and performance.
- Auditing: Maintain detailed logs of user interactions for accountability and compliance.
- Analytics: Gain insights into user behavior and model performance through comprehensive analytics.
Latest PAIG updates
GenAI Developers: Overcoming access control challenges in RAG Systems with PAIG
What is a RAG System? As businesses increasingly adopt Generative AI (GenAI) for everything from content creation to data-driven decision-making, Retrieval-Augmented Generation (RAG) has become a powerful technique for combining the strengths of pre-trained language...
The Evolution of Authorization and Access Control – Implications for GenAI Applications
by Balaji Ganesan In cybersecurity, authorization and access control have long been cornerstones for protecting data, systems, and users. The concept of right data to right users has been a big part of how companies have tried to design their systems. These concepts...
GenAI in the Enterprise: Navigating the Rising Threat from Prompt Injection Attacks
by Matthew Sullivant Generative AI (GenAI) is rapidly transforming industries, offering new ways to automate tasks, generate content, and enhance customer experiences. As enterprises increasingly adopt GenAI systems, the need for understanding potential...
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