1. What is the RAI Tools Navigator?
The RAI Tools Navigator is an AI-powered conversational assistant designed to help users discover, understand, and select appropriate Microsoft Responsible AI (RAI) tools and frameworks for their AI projects.
System Components
- Conversational AI Interface: Powered by Azure OpenAI GPT-4o
- Knowledge Base: Curated catalog of Microsoft RAI tools and frameworks
- RAG System: Retrieval-Augmented Generation for contextual responses
- Tools Catalog: Searchable database of RAI tools organized by category
2. What can the system do?
- Answer questions about Microsoft's Responsible AI tools
- Recommend appropriate tools based on described scenarios
- Explain tool capabilities, prerequisites, and limitations
- Compare tools across RAI pillars (Fairness, Reliability, Privacy, etc.)
- Provide guidance on implementation considerations
3. What are the system's limitations?
Content Accuracy
- Responses are AI-generated and may contain errors or omissions
- Information is based on a curated knowledge base, not real-time documentation
- The system may occasionally produce plausible but incorrect information
Scope Limitations
- Limited to tools in the curated catalog
- Cannot access or analyze your specific codebase
- Does not provide medical, legal, or financial advice
- English language only
AI Limitations
- May not understand highly technical or ambiguous queries
- Cannot learn from individual user sessions
- May produce inconsistent responses to similar queries
4. How should outputs be interpreted?
All outputs from this system are informational guidance only. They should:
- Be verified against official Microsoft documentation
- Be reviewed by qualified personnel before implementation
- Not replace professional judgment or official compliance guidance
- Be considered as starting points for further research
5. What data does the system use?
- User queries are processed to generate responses
- Conversations are not persistently stored
- No personal data is required to use the system
- Usage logs may be retained for debugging and improvement
6. Responsible AI Commitment
This tool is built following Microsoft's Responsible AI principles:
- Fairness: Designed to provide consistent recommendations
- Reliability: Built on enterprise-grade Azure infrastructure
- Privacy: Minimizes data collection, no personal data required
- Inclusiveness: Accessible web interface
- Transparency: This document and related documentation
- Accountability: Clear owner contact for feedback