CRAG

Cluster-RAG

Installation

    conda create -n ragenv python=3.10
    pip install -r requirements.txt
    chmod +x ./setup.sh
    ./setup.sh

Creating Baselines

First prepare index as follows

python baseline/prepare_index.py --data_path data/doc_chunks.pkl --vector_db gpt4all --custom_name myindex

Run generations on index as follows

python baseline/baseline_rag.py --vector_db miniLM --model_type naive --questions_file questions_1.txt