Prompt Optimization Techniques

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Prompt optimization means far more than just basic prompt engineering. It encompasses many different technical approaches like Gradient Prompt Optimization and Tuning.

This video will walk you through some of the more technical approaches to prompt optimization. It also includes a code walkthrough showing you how to implement these techniques.

???? Notebook: https://github.com/Arize-ai/phoenix/blob/main/tutorials/prompts/prompt-optimization.ipynb

Timestamps:
0:00 - Intro
1:10 - Few Shot Prompting
2:12 - Meta Prompting
3:49 - Gradient Prompt Optimization
6:11 - Prompt Optimization Libraries (DSPy)
8:40 - Code walkthrough