---
# System prepended metadata

title: '[AI 組]教學文件'

---

# [AI 組]教學文件
**[學習密技](https://www.youtube.com/watch?v=dQw4w9WgXcQ)**
## prompt engineering
- [Prompt Engineering Guide](https://www.promptingguide.ai/)
prompt engineering 大補帖，基本面向都有涵蓋到。若要參考特定企業的，請詳見各大企業 API document。

## Basic NLP model
- [Hugging Face🤗-NLP course](https://huggingface.co/learn/nlp-course/chapter0/1?fw=pt)
## RAG(Retrieval Augmented Generation)
- [LangChain-Build a Retrieval Augmented Generation (RAG) App](https://python.langchain.com/docs/tutorials/rag/)
- [Hugging Face🤗-RAG](https://huggingface.co/docs/transformers/en/model_doc/rag)
- [RAG vs. Fine Tuning](https://www.youtube.com/watch?v=00Q0G84kq3M&list=WL&index=2)
## LLM system Architecture
- [Flowise AI](https://flowiseai.com/)


