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Enhanced AI Model Support

Overview

Expand Hudu's AI integration capabilities to support other (inc) self-hosted AI models, addressing the current limitation where public-only model support restricts adoption due to privacy concerns. The system should provide a flexible framework that allows organisations to use their preferred AI solutions while maintaining security and compliance requirements.

Business Value

  • Enables adoption by privacy-conscious organisations by supporting private and self-hosted AI models

  • Provides flexibility for organisations to choose AI solutions that match their compliance requirements

  • Allows organisations to optimise their AI usage based on cost, performance, and privacy needs

Functional Requirements

Model Integration Framework

  1. Support for private model deployments:
  • Self-hosted model support

  • Custom API endpoint configuration

  1. Configuration options:
  • API endpoint management

  • Authentication settings

  • Model-specific parameters

  1. Fallback configuration:
  • Primary/secondary model selection

  • Automatic failover settings

Admin Interface

  1. Model configuration management:
  • Add/remove model endpoints

  • Configure authentication

  • Set usage parameters

  1. Access control:
  • Role-based permissions for model usage

  • Team/department access settings?

  1. Usage monitoring:
  • API call tracking

  • Error monitoring

  • Usage analytics

User Interface

  1. Model selection dropdown (when multiple configured)

  2. Clear indication of which model is being used

  3. Consistent experience across different models

  4. Real-time response streaming

  5. Error handling and fallback notifications

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