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Domain_Specific_LLM_with_RAG

Using Retrieval Augmented Generation to capitalize an open-source LLM for domain specific task.

Environment setup

conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch -c nvidia
pip install transformers
pip install accelerate
pip install einops
pip install langchain
pip install xformers
pip install bitsandbytes
pip install sentence_transformers
pip install chromadb
pip install langchain_community