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CodeSignal

Advanced NeMo Guardrails with Colang 2.0

via CodeSignal

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Overview

Learn advanced techniques for building robust conversational AI with NVIDIA NeMo and Colang 2.0. Create multi-layered configurations and flows using Colang 2.0’s advanced features and standard library. Gain skills to design, implement, and optimize sophisticated, flexible, and high-quality conversational systems.

Syllabus

  • Unit 1: Introducing Colang 2.0
    • Main Flow in Action
    • Conversational Flow Design
    • Creating New Flows
    • Activating Flows
    • Creating Conversational Flows with Colang
  • Unit 2: Introducing LLMs to Colang
    • Activating LLM Continuation
    • Giving the Chatbot More Variety
    • Enhancing our Chatbot with LLM Input and Output
  • Unit 3: Introducing Variables and Natural Language Description
    • Using Variables to Customize Output
    • Using Advanced Data Types
    • Using Flow Parameters
    • Introducing the Generation Operator
    • Using NLD Docstrings for Custom Outputs
    • Party Planner with NLD
  • Unit 4: Event Management
    • Introduction to Events
    • Dynamically Sending Events
    • Interacting with the Chatbot Using Events
    • Using Events for Complex Tasks
  • Unit 5: Loops, Conditionals, and Flow Control with Colang 2.0
    • Conditional Branching in Colang
    • Crafting a Number Guessing Game
    • Working with Event Branching
    • Using Flows to Perform Calculations

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