NVIDIA AgentIQ Concepts

• Functions
  • Key Concepts
    • Type Safety
    • Dual Output Modes
    • Input and Output Schemas
    • Asynchronous Operation
  • Using Functions
    • Creating a Function
    • Registering Functions
      • Function Configuration Object
      • Function Registration
    • Initialization and Cleanup
    • Input and Output Types
      • Input Type
      • Output Types
      • Functions with Multiple Arguments
      • Supporting Streaming and Single Outputs Simultaneously
      • Overriding the Input and Output Schemas
    • Instantiating Functions
    • Invoking Functions
    • Function Composition
    • Type Conversion
      • Adding Custom Converters
• Workflow Configuration
  • Configuration Object
  • Workflow Configuration File
    • functions
    • llms
    • embedders
    • workflow
    • general
    • eval
    • memory
    • retrievers
• Profile and Monitor Performance
  • Current Profiler Architecture
    • Profiler Decorators and Callbacks
    • Profiler Runner
    • CLI Integrations
  • Using the Profiler
    • Step 1: Enabling Instrumentation on a Workflow [Optional]
    • Step 2: Configuring the Profiler with Eval
    • Step 3: Running the Profiler
  • Providing Feedback
• Evaluate
  • Using Datasets
    • Dataset Format
    • Filtering Datasets
  • AgentIQ Built-in Evaluators
    • RAGAS Evaluator
    • Agent Trajectory Evaluator
    • Swe-benchmark Evaluator
  • Adding Custom Evaluators
  • Running multiple repetitions
  • Running evaluation on large datasets
  • Pickup where you left off
  • Running evaluation offline
  • Running the workflow over a dataset without evaluation
  • Evaluation output
  • Profiling and Performance Monitoring of AgentIQ Workflows
• Memory Module
  • Key Components
  • Registering a Memory Module
    • Basic Steps
  • Bringing Your Own Memory Client Implementation
    • Example: Minimal Skeleton
  • Using Memory in a Workflow
    • Example Config in configs/config.yml
  • Example: aiq_agent_memory Workflow
  • Putting It All Together
  • Summary
• Observability
  • Configurable Components
    • Logging Configuration
      • Configuration Fields
    • Tracing Configuration
      • Configuration Fields
    • AgentIQ Observability Components
    • Registering a New Telemetry Provider as a Plugin
• Command Line Interface (CLI)
  • Overview
  • Start
    • FastAPI
    • Console
  • Run
  • Serve
  • Evaluation
  • Uninstall
  • Validate
  • Workflow
    • Create
    • Delete
  • Information Commands
    • Components Information
    • Channels Information
  • Configuration Commands
    • Remote Registry Configuration
      • Adding a Remote Registry Channel
      • Updating a Remote Registry Channel Configuration
      • Removing a Remote Registry Channel
  • Remote Registry Interactions
    • Publishing AgentIQ Components
    • Discovering AgentIQ Components
    • Pulling in AgentIQ Components
    • Removing AgentIQ Components
• Plugins
  • Supported Plugins
  • Framework Integrations
  • Anatomy of a Plugin
    • Decorators
    • Entry Point
      • Multiple Plugins in a Single Distribution