Large Language Model (LLM) Module#

Capabilities#

  • AI Inference:

    • Text generation

    • Image recognition

  • Multi-Provider Support:

    • Integration with various AI service providers

    • Load balancing across multiple endpoints

    • Failover mechanisms for service availability

    • Cost optimization through provider selection

  • :term:`Greyboxing` Support:

    • Exposing temperature

    • Using different providers

    • Providing built-in functions for text and image manipulation

Configuration#

  • Model Parameters:

    • Model selection and version specification

    • Temperature and sampling parameter control

    • Maximum token limits and constraints

    • Custom prompt templates and formatting

  • Provider Settings:

    • API endpoint configuration and authentication

    • Timeout and retry policy specification

    • Cost tracking and budget controls

  • Security Controls:

    • Content filtering and safety measures

    • Input validation and sanitization

    • Output monitoring and compliance checking

    • Privacy protection and data handling