Exploring LLM Strategies: A Journey through Prompt Engineering, Functional Calling, RAG, and…

Exploring LLM Strategies: A Journey through Prompt Engineering, Functional Calling, RAG, and Fine-Tuning

What they are, how they are related and how to select one for your use case

Author: Selina Li, Tianyi Li

· Introduction
· Recap on how LLM works
· What are the strategies, and how are they related to each other?
∘ 1. Pure Prompt
∘ 2. Agent + Function Calling
∘ 3. RAG (Retrieval Augmented Generation)
∘ 4. Fine Tuning
· When to use …

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