EvoClass
AI011
Generative AI for Beginners
Advanced Retrieval and Agentic Systems
Learning Objectives
- Explain the technical workflow of RAG: Understand the core processes including chunking, embedding, and semantic retrieval.
- Compare and select appropriate open-source models: Evaluate Llama 2, Mistral, and Falcon based on cost, customization, and performance.
- Differentiate between major AI Agent frameworks: Identify specific use cases for LangChain, AutoGen, TaskWeaver, and JARVIS.