DeepSeek_Prompt_Engineering

DeepSeek_Prompt_Engineering

Introduction

With the rapid development of artificial intelligence, mastering how to use artificial intelligence has become an indispensable skill, and Prompt Engineering is one of the best artificial intelligence technologies for beginners. As the most cost-effective model today, DeepSeek decided to call its API so that we can learn Prompt Engineering technology at the lowest possible cost.

This tutorial will guide you step by step into the world of Prompt Engineering. Through this tutorial you can gain:

• Prompt Engineering Technology from Beginner to Advanced
• Quickly build a practical template for Prompt
• ? Further explore the foundation of LLM technology

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Contents

1. Basic of Prompt Engineering

   It introduces how to call DeepSeek's API and interact with the model through basic prompt words.

2. Multi-turn prompts in conversations

   Using LangChain, build Q&A for multiple rounds of conversations, and save context props in multiple rounds of conversations to perform tips in multiple rounds of conversations.

3. Few-shot Learning

   Explore how few-shot prompts let models generate the output you want, and learn how to write high-quality few-shot prompts to maximize the performance of your model.

4. Chain of Thought Prompting

   Understanding Chain of Thought's ability and learning how to guide the model to answer questions with the ability of step-by-step reasoning can demonstrate the thinking process of the model answering questions.

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Reference

• Prompt Engineering Guide
• Prompt Engineering. Lil'Log.
• Prompt_Engineering