impulse_rag

Requires access to OpenAI API using an access token (https://platform.openai.com/)

0. clone project

git clone https://github.com/gfoo/impulse_rag.git
cd impulse_rag

1. init project

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
echo 'OPENAI_API_KEY="xxxxxx"' > .env

2. download data

cd pdfs
./download_dir_UNIL.sh
cd ..

3. index pdfs

python indexing.py  ./pdfs ./chroma_storage

4. retrieve context from index

python retrieval.py ./chroma_storage/

5. answer question using context and llm

python generation.py ./chroma_storage/