Create SDK integration for federated RAG for SyftHub Platform

[IrinaMBejan]

Overview

Run federated RAG workflows using existing libraries/algorithms within SDK

User Stories and Journeys

1. Developer → runs federated RAG with one function → complex workflow simplified
2. Existing RAG codebase → adds Syft federation → incremental adoption
3. Standard algorithms available → no custom implementation → faster development

Target Users

AI Developer/Builder, Research Institution

Technical Requirements

This feature requires implementation across the SyftHub platform with consideration for:

• Privacy-first design: All functionality must maintain data sovereignty principles
• User experience: Intuitive interface design for both technical and non-technical users
• System integration: Seamless integration with existing Syft ecosystem components
• Performance: Efficient implementation that scales with user growth
• Security: Robust security measures protecting user data and system integrity

Acceptance Criteria

• Feature is fully implemented and tested
• User interface is intuitive and accessible
• Privacy and security requirements are met
• Documentation is complete and up-to-date
• Integration tests pass with existing system components

Dependencies

• Core SyftHub platform infrastructure
• Authentication and authorization systems
• User interface framework
• Privacy-preserving data handling systems

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Product: SyftHub | Category: Dev Tools | Priority: P1

[IonesioJunior]

Not sure exactly what do you mean with this issue, could you clarify the expected workflow?