LLM use-cases

Large Language Models can fulfill a wide variety of tasks.


Illustration from https://aclanthology.org/2022.emnlp-main.340.pdf

And they can be used for very different semantic areas with the same business, so the performance may vary significantly.

Screenshot from 2024-04-06 20-44-51.png

illustration from https://arxiv.org/pdf/2401.15042.pdf


Building a RAG app from scratch with Langchain (by svpino)

Evaluating an LLM-powered RAG application automatically (by svpino)

Builing a RAG app from scratch with LlamaIndex (by Arize)

LLM brenchmarks review and origin

Phoenix demo

LLM / RAG / Evaluation overview

Data Science clearly explained