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.
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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