书生大模型实战营-基础关-Llamaindex RAG实践

配置环境

# 创建虚拟环境
conda create -n llamaindex
conda activate llamaindex

# 安装依赖
## pytorch
conda install pytorch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 pytorch-cuda=11.7 -c pytorch -c nvidia
pip install einops
pip install  protobuf

## llamaindex
pip install llama-index==0.10.38 llama-index-llms-huggingface==0.2.0 "transformers[torch]==4.41.1" "huggingface_hub[inference]==0.23.1" huggingface_hub==0.23.1 sentence-transformers==2.7.0 sentencepiece==0.2.0

## llamaindex依赖，与embeddings
pip install llama-index-embeddings-huggingface llama-index