Prompt Engineering Principles for Gen AI Application Engineers: Chain-of-Thought & ReAct from Scratch

Master Chain-of-Thought and ReAct prompting to build robust, intelligent, and reliable Gen AI applications by guiding LLMs to reason and interact with external tools effectively.

Foundations of Advanced Prompting: Chain-of-Thought

Unit 1: From Simple to Smart: The CoT Advantage

Unit 2: Crafting Effective CoT Prompts

Unit 3: Evaluating and Refining CoT

Dynamic Reasoning and Tool Use: ReAct Prompting

Unit 1: Introduction to ReAct: Beyond Pure Thought

Unit 2: Building ReAct Prompts: The Action-Oriented LLM

Unit 3: Evaluating and Refining ReAct Prompts