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https://github.com/AkmmusAI/LLM-Prompt-Engineering-Simplified-Book
LLM Prompting Engineering Simplified Book
https://github.com/AkmmusAI/LLM-Prompt-Engineering-Simplified-Book
Last synced: about 2 months ago
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LLM Prompting Engineering Simplified Book
- Host: GitHub
- URL: https://github.com/AkmmusAI/LLM-Prompt-Engineering-Simplified-Book
- Owner: AkmmusAI
- Created: 2024-02-04T14:30:34.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2024-02-11T02:10:20.000Z (11 months ago)
- Last Synced: 2024-07-03T06:34:22.559Z (6 months ago)
- Homepage: https://llmnanban.akmmusai.pro/Book/LLM-Prompt-Engineering-Simplified-Book/
- Size: 149 KB
- Stars: 101
- Watchers: 6
- Forks: 27
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
## 📌 Updates
- This book is completely free to read online and available [here](https://llmnanban.akmmusai.pro/Book/LLM-Prompt-Engineering-Simplified-Book/).
For latest updates related to Generative AI, LLMs and Prompt Engineering, follow us
- [Twitter](https://twitter.com/kalyan_kpl)
- [LinkedIn](https://www.linkedin.com/in/kalyanksnlp)## 🧱 Contents
- 1️⃣ Introductory
- [Generative AI Explained](http://llmnanban.akmmusai.pro/Introductory/Generative-AI-Explained/)
- [LLM Introduction](http://llmnanban.akmmusai.pro/Introductory/LLM-Introduction/)
- [LLM Pretraining and Meta-Training](http://llmnanban.akmmusai.pro/Introductory/LLM-Training/)
- [Closed and Open-Source LLMs](http://llmnanban.akmmusai.pro/Introductory/Closed-and-Open-Source-LLMs/)
- [Raw and Chat LLMs](http://llmnanban.akmmusai.pro/Introductory/Raw-and-Chat-LLMs/)
- [What is a Prompt?](http://llmnanban.akmmusai.pro/Introductory/What-is-a-prompt/)
- [Prompt Elements](http://llmnanban.akmmusai.pro/Introductory/Prompt-Elements/)
- [How to write effective prompts](http://llmnanban.akmmusai.pro/Introductory/How-to-Write-Effective-Prompts/)
- 2️⃣ Prompt Gallery
- [Text Generation Prompts](http://llmnanban.akmmusai.pro/Prompt-Gallery/Text-Generation-Prompts/)
- [Text Classification - Sentiment Analysis Prompts](http://llmnanban.akmmusai.pro/Prompt-Gallery/Sentiment-Analysis-Prompts/)
- [Text Classification - Sentiment Rating Prompts](http://llmnanban.akmmusai.pro/Prompt-Gallery/Sentiment-Rating-Prompts/)
- [Information Extraction - Entity Extraction Prompts](http://llmnanban.akmmusai.pro/Prompt-Gallery/Entity-Extraction-Prompts/)
- [Information Extraction - Relation Extraction Prompts](http://llmnanban.akmmusai.pro/Prompt-Gallery/Relation-Extraction-Prompts/)
- [Question Answering - Closed-Domain QA Prompts](http://llmnanban.akmmusai.pro/Prompt-Gallery/Closed-Domain-Question-Answering-Prompts/)
- [Question Answering - Open-Domain QA Prompts](http://llmnanban.akmmusai.pro/Prompt-Gallery/Open-Domain-Question-Answering-Prompts/)
- [Text Summarization Prompts](http://llmnanban.akmmusai.pro/Prompt-Gallery/Text-Summarization-Prompts/)
- [Keywords Extraction Prompts](http://llmnanban.akmmusai.pro/Prompt-Gallery/Keywords-Extraction-Prompts/)
- [Text Editing Prompts](http://llmnanban.akmmusai.pro/Prompt-Gallery/Text-Editing-Prompts/)
- [Text Translation Prompts](http://llmnanban.akmmusai.pro/Prompt-Gallery/Text-Translation-Prompts/)
- [Text Transliteration Prompts](http://llmnanban.akmmusai.pro/Prompt-Gallery/Text-Transliteration-Prompts/)
- 3️⃣ Progressive
- [Prompt Engineering Introduction](http://llmnanban.akmmusai.pro/Progressive/Prompt-Engineering-Introduction/)
- [Prompt Engineering Steps](http://llmnanban.akmmusai.pro/Progressive/Prompt-Engineering-Steps/)
- [Prompt Engineering Pros and Cons](http://llmnanban.akmmusai.pro/Progressive/Prompt-Engineering-Pros-and-Cons/)
- [Basic Use Cases - Writing Assistant](http://llmnanban.akmmusai.pro/Progressive/Writing-Assistant/)
- [Basic Use Cases - Social Media Assistant](http://llmnanban.akmmusai.pro/Progressive/Social-Media-Assistant/)
- [Basic Use Cases - Student Mentor](http://llmnanban.akmmusai.pro/Progressive/Student-Mentor/)
- [Basic Prompting Techniques - Zero Shot Prompting](http://llmnanban.akmmusai.pro/Progressive/Zero-Shot-Prompting-explained/)
- [Basic Prompting Techniques - Few Shot Prompting](http://llmnanban.akmmusai.pro/Progressive/Few-Shot-Prompting-explained/)
- [Basic Prompting Techniques - Batch Prompting](http://llmnanban.akmmusai.pro/Progressive/Batch-Prompting-explained/)
- 4️⃣ Mastery
- [Prompt Design Guide](http://llmnanban.akmmusai.pro/Mastery/Prompt-Design-Guide/)
- [Advanced Use Cases - Coding Assistant](http://llmnanban.akmmusai.pro/Mastery/Coding-Assistant/)
- [Advanced Use Cases - Data Science Mentor](http://llmnanban.akmmusai.pro/Mastery/Data-Science-Mentor/)
- [Advanced Use Cases - Synthetic Data Generator](http://llmnanban.akmmusai.pro/Mastery/Synthetic-Data-Generator/)
- [Advanced Prompting Techniques - Emotion Prompting](http://llmnanban.akmmusai.pro/Mastery/Emotion-Prompting-explained/)
- [Advanced Prompting Techniques - Rephrase and Respond Prompting](http://llmnanban.akmmusai.pro/Mastery/Rephrase-and-Respond-Prompting-explained/)
- [Advanced Prompting Techniques - CoT Prompting](http://llmnanban.akmmusai.pro/Mastery/CoT-Prompting-explained/)
- [Advanced Prompting Techniques - Zero-Shot CoT Prompting](http://llmnanban.akmmusai.pro/Mastery/Zero-Shot-CoT-Prompting-explained/)
- [Advanced Prompting Techniques - Plan and Solve Prompting](http://llmnanban.akmmusai.pro/Mastery/Plan-and-Solve-Prompting-explained/)
- [Advanced Prompting Techniques - Auto CoT Prompting](http://llmnanban.akmmusai.pro/Mastery/Auto-CoT-Prompting-explained/)
- [Advanced Prompting Techniques - Step Back Prompting](http://llmnanban.akmmusai.pro/Mastery/Step-Back-Prompting-explained/)
- [Safety Risks and Concerns - Prompt Injection Attack](http://llmnanban.akmmusai.pro/Mastery/Prompt-Injection/)
- [Safety Risks and Concerns - Prompt Leaking Attack](http://llmnanban.akmmusai.pro/Mastery/Prompt-Leaking/)
- [Safety Risks and Concerns - Jailbreaking Attack](http://llmnanban.akmmusai.pro/Mastery/Jailbreaking/)
- [Safety Risks and Concerns - Jailbreaking vs Prompt Injection Attack](http://llmnanban.akmmusai.pro/Mastery/Jailbreaking-Prompt-Injection/)
- [Safety Risks and Concerns - Bias](http://llmnanban.akmmusai.pro/Mastery/Bias/)
- 5️⃣ Prompt Engineering Job Preparation
- [Prompt Engineering Skills](http://llmnanban.akmmusai.pro/PE-Job-Preparation/Prompt-Engineering-Skills/)
- [Prompt Engineering Road Map](http://llmnanban.akmmusai.pro/PE-Job-Preparation/Prompt-Engineering-Road-Map/)
- [Prompt Engineering Best Practices](http://llmnanban.akmmusai.pro/PE-Job-Preparation/Prompt-Engineering-Best-Practices/)
- [Prompt Engineering Future](http://llmnanban.akmmusai.pro/PE-Job-Preparation/Prompt-Engineering-Future/)
- 6️⃣ Useful Resources
- [Prompt Engineering Libraries](http://llmnanban.akmmusai.pro/Useful-Resources/Prompt-Engineering-Libraries/)
- [Free LLM Access](http://llmnanban.akmmusai.pro/Useful-Resources/Free-LLM-Access/)
- [Interesting Papers - Survey Papers](http://llmnanban.akmmusai.pro/Useful-Resources/Survey-Papers/)
- [Interesting Papers - LLMs](http://llmnanban.akmmusai.pro/Useful-Resources/LLMs/)
- [Interesting Papers - Prompting Techniques](http://llmnanban.akmmusai.pro/Useful-Resources/Prompting-Techniques-Papers/)
- [Important Terms](http://llmnanban.akmmusai.pro/Useful-Resources/Important-Terms/)
## 📝 Cite
Feel free to cite this book if you find the content helpful for your work or research:
```
@article{Kalyan_LLM_Prompt_Engineering_Simplified_2024,
author = {Kalyan, Katikpalli Subramanyam},
journal = {https://github.com/AkmmusAI/LLM-Prompt-Engineering-Simplified-Book},
month = {02},
title = {{LLM Prompt Engineering Simplified}},
year = {2024}
}
```