7
Retrieval Augmented Generation
Exploring Large Language Models With R
Preface
1
Large Language Models
2
Local Large Language Models
3
Text Generation
4
Vision
5
Embedding Generation
6
Text Classification
7
Retrieval Augmented Generation
8
Fine-tuning
9
Miscellaneous Techniques
10
The Final Deep-dive
Bibliography
Table of contents
7.1
Deep-dive: How it works
7
Retrieval Augmented Generation
Why? To give updated information to LLMs
How to do in R?
7.1
Deep-dive: How it works
In progress …
6
Text Classification
8
Fine-tuning