RAG Systems in Production

Key Details

  • Design → Develop → Deploy cycle will be adopted for agent systems
  • The design will match production systems
  • We discuss trade-offs in model selection and pipeline choices
  • You will have lifetime access to the recordings and community
  • You are expected to know basic coding - no prior AI/ML knowledge is expected

Program outline

Module 1

The first week is about learning the foundations of AI agents and understanding the enterprise landscape.

Topics and agenda

  • Gen AI Fundamentals and Introduction to Agents in Enterprise
  • Tools Landscape
  • Prompt Engineering and Optimization
  • Building workflow agents

Tools & Frameworks

  • LangChain
  • Groq
  • OpenAI
  • DSPy