langchain-question-answering-script

Using the LangChain PyPDF Directory Loader, the FAISS vectorstore, and OpenAI Embeddings to make a basic question answering python script to query multiple locally stored PDF files. In this case, Unity documentation but this could be a directory with any PDF files with which you would like to interact.

Installation:

git clone https://github.com/c5huracan/langchain-question-answering-script.git

cd langchain-question-answering-script

conda env create -f environment.yaml

conda activate test-env

export OPENAI_API_KEY=your-openai-api-key-here

Running the script:

python unity-gpt.py

Disclaimer

This script is experimental and not at all ready for production. Please use accordingly. For example, on an individual machine or in a non-production environment.

Additionally, the OpenAI API has a cost associated with its usage. Additional details can be found here: https://openai.com/pricing